important feature of good research plan

How to write a research plan: Step-by-step guide

Last updated

30 January 2024

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Today’s businesses and institutions rely on data and analytics to inform their product and service decisions. These metrics influence how organizations stay competitive and inspire innovation. However, gathering data and insights requires carefully constructed research, and every research project needs a roadmap. This is where a research plan comes into play.

There’s general research planning; then there’s an official, well-executed research plan. Whatever data-driven research project you’re gearing up for, the research plan will be your framework for execution. The plan should also be detailed and thorough, with a diligent set of criteria to formulate your research efforts. Not including these key elements in your plan can be just as harmful as having no plan at all.

Read this step-by-step guide for writing a detailed research plan that can apply to any project, whether it’s scientific, educational, or business-related.

• What is a research plan?

A research plan is a documented overview of a project in its entirety, from end to end. It details the research efforts, participants, and methods needed, along with any anticipated results. It also outlines the project’s goals and mission, creating layers of steps to achieve those goals within a specified timeline.

Without a research plan, you and your team are flying blind, potentially wasting time and resources to pursue research without structured guidance.

The principal investigator, or PI, is responsible for facilitating the research oversight. They will create the research plan and inform team members and stakeholders of every detail relating to the project. The PI will also use the research plan to inform decision-making throughout the project.

• Why do you need a research plan?

Create a research plan before starting any official research to maximize every effort in pursuing and collecting the research data. Crucially, the plan will model the activities needed at each phase of the research project.

Like any roadmap, a research plan serves as a valuable tool providing direction for those involved in the project—both internally and externally. It will keep you and your immediate team organized and task-focused while also providing necessary definitions and timelines so you can execute your project initiatives with full understanding and transparency.

External stakeholders appreciate a working research plan because it’s a great communication tool, documenting progress and changing dynamics as they arise. Any participants of your planned research sessions will be informed about the purpose of your study, while the exercises will be based on the key messaging outlined in the official plan.

Here are some of the benefits of creating a research plan document for every project:

Project organization and structure

Well-informed participants

All stakeholders and teams align in support of the project

Clearly defined project definitions and purposes

Distractions are eliminated, prioritizing task focus

Timely management of individual task schedules and roles

Costly reworks are avoided

• What should a research plan include?

The different aspects of your research plan will depend on the nature of the project. However, most official research plan documents will include the core elements below. Each aims to define the problem statement, devising an official plan for seeking a solution.

Specific project goals and individual objectives

Ideal strategies or methods for reaching those goals

Required resources

Descriptions of the target audience, sample sizes, demographics, and scopes

Key performance indicators (KPIs)

Project background

Research and testing support

Preliminary studies and progress reporting mechanisms

Cost estimates and change order processes

Depending on the research project’s size and scope, your research plan could be brief—perhaps only a few pages of documented plans. Alternatively, it could be a fully comprehensive report. Either way, it’s an essential first step in dictating your project’s facilitation in the most efficient and effective way.

• How to write a research plan for your project

When you start writing your research plan, aim to be detailed about each step, requirement, and idea. The more time you spend curating your research plan, the more precise your research execution efforts will be.

Account for every potential scenario, and be sure to address each and every aspect of the research.

Consider following this flow to develop a great research plan for your project:

Define your project’s purpose

Start by defining your project’s purpose. Identify what your project aims to accomplish and what you are researching. Remember to use clear language.

Thinking about the project’s purpose will help you set realistic goals and inform how you divide tasks and assign responsibilities. These individual tasks will be your stepping stones to reach your overarching goal.

Additionally, you’ll want to identify the specific problem, the usability metrics needed, and the intended solutions.

Know the following three things about your project’s purpose before you outline anything else:

What you’re doing

Why you’re doing it

What you expect from it

Identify individual objectives

With your overarching project objectives in place, you can identify any individual goals or steps needed to reach those objectives. Break them down into phases or steps. You can work backward from the project goal and identify every process required to facilitate it.

Be mindful to identify each unique task so that you can assign responsibilities to various team members. At this point in your research plan development, you’ll also want to assign priority to those smaller, more manageable steps and phases that require more immediate or dedicated attention.

Select research methods

Research methods might include any of the following:

User interviews: this is a qualitative research method where researchers engage with participants in one-on-one or group conversations. The aim is to gather insights into their experiences, preferences, and opinions to uncover patterns, trends, and data.

Field studies: this approach allows for a contextual understanding of behaviors, interactions, and processes in real-world settings. It involves the researcher immersing themselves in the field, conducting observations, interviews, or experiments to gather in-depth insights.

Card sorting: participants categorize information by sorting content cards into groups based on their perceived similarities. You might use this process to gain insights into participants’ mental models and preferences when navigating or organizing information on websites, apps, or other systems.

Focus groups: use organized discussions among select groups of participants to provide relevant views and experiences about a particular topic.

Diary studies: ask participants to record their experiences, thoughts, and activities in a diary over a specified period. This method provides a deeper understanding of user experiences, uncovers patterns, and identifies areas for improvement.

Five-second testing: participants are shown a design, such as a web page or interface, for just five seconds. They then answer questions about their initial impressions and recall, allowing you to evaluate the design’s effectiveness.

Surveys: get feedback from participant groups with structured surveys. You can use online forms, telephone interviews, or paper questionnaires to reveal trends, patterns, and correlations.

Tree testing: tree testing involves researching web assets through the lens of findability and navigability. Participants are given a textual representation of the site’s hierarchy (the “tree”) and asked to locate specific information or complete tasks by selecting paths.

Usability testing: ask participants to interact with a product, website, or application to evaluate its ease of use. This method enables you to uncover areas for improvement in digital key feature functionality by observing participants using the product.

Live website testing: research and collect analytics that outlines the design, usability, and performance efficiencies of a website in real time.

There are no limits to the number of research methods you could use within your project. Just make sure your research methods help you determine the following:

What do you plan to do with the research findings?

What decisions will this research inform? How can your stakeholders leverage the research data and results?

Recruit participants and allocate tasks

Next, identify the participants needed to complete the research and the resources required to complete the tasks. Different people will be proficient at different tasks, and having a task allocation plan will allow everything to run smoothly.

Prepare a thorough project summary

Every well-designed research plan will feature a project summary. This official summary will guide your research alongside its communications or messaging. You’ll use the summary while recruiting participants and during stakeholder meetings. It can also be useful when conducting field studies.

Ensure this summary includes all the elements of your research project. Separate the steps into an easily explainable piece of text that includes the following:

An introduction: the message you’ll deliver to participants about the interview, pre-planned questioning, and testing tasks.

Interview questions: prepare questions you intend to ask participants as part of your research study, guiding the sessions from start to finish.

An exit message: draft messaging your teams will use to conclude testing or survey sessions. These should include the next steps and express gratitude for the participant’s time.

Create a realistic timeline

While your project might already have a deadline or a results timeline in place, you’ll need to consider the time needed to execute it effectively.

Realistically outline the time needed to properly execute each supporting phase of research and implementation. And, as you evaluate the necessary schedules, be sure to include additional time for achieving each milestone in case any changes or unexpected delays arise.

For this part of your research plan, you might find it helpful to create visuals to ensure your research team and stakeholders fully understand the information.

Determine how to present your results

A research plan must also describe how you intend to present your results. Depending on the nature of your project and its goals, you might dedicate one team member (the PI) or assume responsibility for communicating the findings yourself.

In this part of the research plan, you’ll articulate how you’ll share the results. Detail any materials you’ll use, such as:

Presentations and slides

A project report booklet

A project findings pamphlet

Documents with key takeaways and statistics

Graphic visuals to support your findings

• Format your research plan

As you create your research plan, you can enjoy a little creative freedom. A plan can assume many forms, so format it how you see fit. Determine the best layout based on your specific project, intended communications, and the preferences of your teams and stakeholders.

Find format inspiration among the following layouts:

Written outlines

Narrative storytelling

Visual mapping

Graphic timelines

Remember, the research plan format you choose will be subject to change and adaptation as your research and findings unfold. However, your final format should ideally outline questions, problems, opportunities, and expectations.

• Research plan example

Imagine you’ve been tasked with finding out how to get more customers to order takeout from an online food delivery platform. The goal is to improve satisfaction and retain existing customers. You set out to discover why more people aren’t ordering and what it is they do want to order or experience. 

You identify the need for a research project that helps you understand what drives customer loyalty. But before you jump in and start calling past customers, you need to develop a research plan—the roadmap that provides focus, clarity, and realistic details to the project.

Here’s an example outline of a research plan you might put together:

Project title

Project members involved in the research plan

Purpose of the project (provide a summary of the research plan’s intent)

Objective 1 (provide a short description for each objective)

Objective 2

Objective 3

Proposed timeline

Audience (detail the group you want to research, such as customers or non-customers)

Budget (how much you think it might cost to do the research)

Risk factors/contingencies (any potential risk factors that may impact the project’s success)

Remember, your research plan doesn’t have to reinvent the wheel—it just needs to fit your project’s unique needs and aims.

Customizing a research plan template

Some companies offer research plan templates to help get you started. However, it may make more sense to develop your own customized plan template. Be sure to include the core elements of a great research plan with your template layout, including the following:

Introductions to participants and stakeholders

Background problems and needs statement

Significance, ethics, and purpose

Research methods, questions, and designs

Preliminary beliefs and expectations

Implications and intended outcomes

Realistic timelines for each phase

Conclusion and presentations

How many pages should a research plan be?

Generally, a research plan can vary in length between 500 to 1,500 words. This is roughly three pages of content. More substantial projects will be 2,000 to 3,500 words, taking up four to seven pages of planning documents.

What is the difference between a research plan and a research proposal?

A research plan is a roadmap to success for research teams. A research proposal, on the other hand, is a dissertation aimed at convincing or earning the support of others. Both are relevant in creating a guide to follow to complete a project goal.

What are the seven steps to developing a research plan?

While each research project is different, it’s best to follow these seven general steps to create your research plan:

Defining the problem

Identifying goals

Choosing research methods

Recruiting participants

Preparing the brief or summary

Establishing task timelines

Defining how you will present the findings

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the importance of a good research plan

Have you ever embarked on a research project and found yourself struggling to stay on track, or feeling lost and unsure of what to do next? A research plan can help you avoid these challenges and ensure that your research project is a success.

In this article, we'll dive into the key features of a research plan, and outline the steps you can take to create one for your research project. Whether you're a student, researcher, or professional, you'll learn what is the importance of having a research plan and how to make one that will help you achieve your research goals.

What is a Research Plan in a Project Management?

A research plan in project management can be thought of as a blueprint for the research that will be done as part of the project. Essentially, it's a roadmap that outlines everything from the background of the project to the methods and techniques that will be used, to the timeline and resources required to carry out the research.

At its core, the purpose of a research plan is to make sure the research is organized, and systematic and contributes to the overall success of the project.

What are the 5 purposes of research?

Research is at the heart of human progress, and it serves a variety of purposes. Here are five key reasons why research is essential:

Knowledge Expansion

Research helps us better understand the world around us, uncovering new information and deepening our understanding of existing knowledge.

Problem Solving

Through research, we can identify the root causes of complex issues and develop innovative solutions to tackle them.

Policy Development

Research findings inform evidence-based policymaking, ensuring that decisions are grounded in data and best practices.

Technological Advancements

Scientific research paves the way for groundbreaking inventions and technological advancements that shape our lives.

Skill Development

The research process hones critical thinking, problem-solving, and communication skills, which are essential in today's fast-paced, ever-changing world.

What are the methods of research?

Various research methods are available to choose from, depending on your research question and objectives. Here are a few common methods:

Qualitative Research

This method focuses on exploring human experiences and understanding the meanings people attach to their actions or surroundings. It often involves interviews, focus groups, and observations.

Quantitative Research

Quantitative research seeks to quantify data and analyze relationships between variables using statistical methods. Surveys, experiments, and numerical data analysis are common in this approach.

Mixed Methods

This approach combines both qualitative and quantitative methods, capitalizing on the strengths of each to provide a more comprehensive understanding of a research question.

Experimental Research

In this method, researchers manipulate one or more independent variables to observe their effect on a dependent variable, allowing for causal inferences.

Case Studies

Case studies involve an in-depth examination of a specific situation or example, offering rich insights into the complexities of real-world phenomena.

When selecting your research method, consider the goals and context of your study. Keep in mind that the choice of method can significantly impact the outcomes and conclusions drawn from your research.

What goes into a research plan?

Here are some of the key components you might expect to see in a research plan:

1.       Background: This section gives a brief overview of what the project is all about and why the research is being done.

2.      Objectives: Here, you'll find the clear and specific goals for the research, along with the questions that will be answered and the outcomes that are expected.

3.    Methods: This section lays out the different methods that will be used to gather information, such as surveys, interviews, focus groups, or experiments.

4.      Participants: You'll learn about the people who will be included in the research, along with the criteria for choosing them and how many participants there will be.

5.       Data collection: This section provides a detailed plan for how the data will be gathered, including the tools that will be used and the procedures for collecting and storing the information.

6.    Data analysis: Here, you'll find the plan for analyzing the data and what statistical methods will be used to do so.

7.       Timelines: This section outlines the schedule for carrying out the research, with deadlines for each step of the process.

8.      Budget: This part provides an estimate of the resources that will be required, including personnel, equipment, and materials.

9.       Ethical considerations: This section addresses important ethical issues, such as informed consent, confidentiality, and data protection.

Overall, a well-designed research plan is an essential part of successful project management, helping to minimize risk and reduce the chances of errors or delays.

Research Plan Features

Conducting a study can be compared to planning a road trip with your friends. Just like a well-planned road trip, a successful study requires a solid research plan. A research plan acts as a roadmap that guides you through the entire process, from start to finish, to ensure a successful outcome.

A study can have unexpected challenges and obstacles. For example, you may encounter bad weather or road closures on your trip. In a study, you may encounter unexpected challenges, like missing data or a lack of participants. But, with a well-planned research plan, you'll be prepared to handle these challenges and keep moving forward toward your destination.

Just like reaching your destination on a road trip, a successful study requires patience and persistence. You may encounter detours and delays, but with a clear roadmap, you'll be able to reach your destination. In a study, you may encounter setbacks, but with a solid research plan, you'll be able to overcome these challenges and achieve a successful outcome.

Here are some of the key features you need to include in your research plan:

Feature 1: Objectives and Goals - The Destination

Your research objectives and goals are like the destination you're trying to reach on your road trip. Just as you need to know where you're headed, your research plan should clearly define what you hope to achieve through your study. This includes defining the questions you want to answer, the outcomes you expect to see, and the impact you aim to have.

For example, if you're studying the effects of a new drug on patients with a specific illness, your objectives and goals might be to determine the drug's effectiveness and safety.

Feature 2: Methodology - The Route

Your methodology outlines the methods and techniques you'll use to conduct your study, just like choosing the best route for your road trip. This includes the study design, sample size, data collection methods, and analysis techniques. The methodology should be chosen based on your research question, available resources , and limitations of your study.

For example, if you're studying the impact of a new teaching method on student performance, your methodology might include conducting a randomized control trial to compare the new method to traditional teaching methods.

Feature 3: Timelines and Budgets - The Map

Your timelines and budgets act as the map you'll use to plan your road trip. Your research plan should include a schedule of when each aspect of your study will be completed and the resources you'll need to complete the project. These should be realistic and achievable, allowing for contingencies in case of unexpected events.

For example, if you're conducting a study on the effects of a new environmental policy on air quality, your timeline might include conducting air quality tests before and after the policy is implemented, and your budget might include the cost of the tests, equipment, and labor.

How to Write a Research Plan

Writing a research plan can seem overwhelming, especially if you're just starting. But trust me, having a solid plan in place will make the whole research process a lot smoother. A research plan is just a roadmap for your research project - it outlines your goals, the methods you'll use to achieve them, and the timeline for getting everything done.

So, where do you even begin with creating a research plan? Here's a step-by-step guide to help you get started:

Step 1: Find Your Focus - Define the Research Question

Before you dive into any research project, you need to have a clear idea of what you want to accomplish. The first step is to define the research question - this will serve as the cornerstone of your project. When formulating your research question, think about the problem you want to solve and how you want to approach it. It's important to make sure your research question is relevant, feasible, and aligns with the overall goals of your project.

Example: If you're interested in exploring the impact of social media on mental health, your research question could be "How does social media usage affect the mental well-being of young adults?"

Step 2: Get to Know the Literature - Review the Literature

Next, you'll want to familiarize yourself with what's already out there on your topic. This is where the literature review comes in - it will provide you with a comprehensive understanding of what's already known and what still needs to be explored. The literature review involves searching academic journals, books, and other sources for information on your topic. By the end of this step, you'll have a solid foundation of knowledge and a better idea of the gaps in the existing knowledge that your research project will fill.

Example: If your research question is about the impact of social media on mental health, you could search for articles and studies that have looked at the relationship between social media usage and mental well-being.

Step 3: Plan Your Attack - Develop the Methodology

Now that you have a good understanding of your topic and what's already out there, it's time to develop a plan for your research project. This is where you'll decide on the research design, sample size, data collection methods, and analysis techniques that will best address your research question. Your methodology should be based on the literature review and should be feasible, ethical, and reliable.

Example: If you're exploring the impact of social media on mental health, you could use a survey to gather data from young adults on their social media usage and mental well-being. You could also use statistical analysis to identify patterns and relationships between these variables.

Step 4: Get Organized - Prepare the Timeline and Budget

Finally, it's time to put all the pieces together and prepare a timeline and budget for your research project. This involves estimating the resources you'll need for each aspect of your project and creating a schedule for completing it. When developing your timeline and budget, it's important to be realistic, achievable, and flexible. Make sure to allow for unexpected events and contingencies.

Example: If you're exploring the impact of social media on mental health, your timeline could include steps like designing the survey, recruiting participants, collecting and analyzing data, and writing up the results. Your budget could include the cost of survey software, printing, and any other resources you'll need to complete the project.

How do you write a research plan on Edworking?

We understand the importance of a good research plan and how it can make or break your work. But where to begin? Enter Edworking, the all-in-one productivity platform that makes planning and executing research projects a breeze. In this article, we'll guide you on how to write a research plan on Edworking while providing helpful resources to empower you throughout the process.

Define your research objective

Before diving headfirst into the sea of research, it's essential to know your destination. What do you want to achieve with your research? By defining clear objectives, you'll be able to stay focused and streamline your efforts. Use Edworking's task management feature to create tasks and milestones for your objectives, keeping your research plan on track.

Identify your research questions

Once you've set your objectives, it's time to dig deeper. What are the burning questions that need answers? Listing these questions will help you stay on course and ensure you're gathering the right information. Try using the Stories feature in Edworking to share your questions with your team, encouraging open discussion and collaboration.

Outline your methodology

In the world of research, methodology is king. Decide which methods you'll use to collect and analyze data, and consider the ethical implications of your choices. Will you conduct interviews, surveys, or observe from afar? With Edworking's workspace, you can document your methodology in real-time, collaborate with your team, and even publish it as a blog.

Allocate resources and set a timeline

A good research plan needs a realistic timeline and proper resource allocation. Estimate how long each task will take, and assign resources accordingly. Edworking's task management tool lets you assign tasks to team members, track progress, and communicate updates seamlessly.

Monitor and adjust your research plan

Life is full of surprises, and your research plan is no exception. Keep an eye on your progress, and be ready to adapt to new information or unexpected obstacles. By using Edworking's integrated communication tools, you'll be able to pivot and make adjustments in real time, ensuring your research plan stays on course.

In conclusion, writing a research plan on Edworking is a walk in the park when you follow these steps. The platform's integrated features provide everything you need to create, manage, and execute your research plans, allowing you to focus on what truly matters: the success of your project. So, why wait? Sign up for a free demo on Edworking today and bring your research plans to life.

Thank you for taking the time to read this article on the importance of a good research plan. I hope you found it informative and helpful in your research journey. Remember, a solid research plan is the key to a successful research project and can make all the difference in achieving your goals and objectives.

If you're looking for a tool to help you create a research plan that's both well-structured and effective, I highly recommend checking out Edworking . This online platform provides you with all the tools you need to create a comprehensive research plan. With Edworking, you'll be able to streamline the research planning process and ensure that your project is a success. So why not give it a try today and see how it can help you reach your research destination with ease and confidence!

FLEET LIBRARY | Research Guides

Rhode island school of design, create a research plan: research plan.

• Research Plan
• Literature Review
• Ulrich's Global Serials Directory
• Related Guides

A research plan is a framework that shows how you intend to approach your topic. The plan can take many forms: a written outline, a narrative, a visual/concept map or timeline. It's a document that will change and develop as you conduct your research. Components of a research plan

1. Research conceptualization - introduces your research question

2. Research methodology - describes your approach to the research question

3. Literature review, critical evaluation and synthesis - systematic approach to locating,

    reviewing and evaluating the work (text, exhibitions, critiques, etc) relating to your topic

4. Communication - geared toward an intended audience, shows evidence of your inquiry

Research conceptualization refers to the ability to identify specific research questions, problems or opportunities that are worthy of inquiry. Research conceptualization also includes the skills and discipline that go beyond the initial moment of conception, and which enable the researcher to formulate and develop an idea into something researchable ( Newbury 373).

Research methodology refers to the knowledge and skills required to select and apply appropriate methods to carry through the research project ( Newbury 374) .

Method describes a single mode of proceeding; methodology describes the overall process.

Method - a way of doing anything especially according to a defined and regular plan; a mode of procedure in any activity

Methodology - the study of the direction and implications of empirical research, or the sustainability of techniques employed in it; a method or body of methods used in a particular field of study or activity *Browse a list of research methodology books  or this guide on Art & Design Research

Literature Review, critical evaluation & synthesis

A literature review is a systematic approach to locating, reviewing, and evaluating the published work and work in progress of scholars, researchers, and practitioners on a given topic.

Critical evaluation and synthesis is the ability to handle (or process) existing sources. It includes knowledge of the sources of literature and contextual research field within which the person is working ( Newbury 373).

Literature reviews are done for many reasons and situations. Here's a short list:

Sources to consult while conducting a literature review:

Online catalogs of local, regional, national, and special libraries

meta-catalogs such as worldcat , Art Discovery Group , europeana , world digital library or RIBA

subject-specific online article databases (such as the Avery Index, JSTOR, Project Muse)

digital institutional repositories such as Digital Commons @RISD ; see Registry of Open Access Repositories

Open Access Resources recommended by RISD Research LIbrarians

works cited in scholarly books and articles

print bibliographies

the internet-locate major nonprofit, research institutes, museum, university, and government websites

search google scholar to locate grey literature & referenced citations

trade and scholarly publishers

fellow scholars and peers

Communication                              

Communication refers to the ability to

• structure a coherent line of inquiry
• communicate your findings to your intended audience
• make skilled use of visual material to express ideas for presentations, writing, and the creation of exhibitions ( Newbury 374)

Research plan framework: Newbury, Darren. "Research Training in the Creative Arts and Design." The Routledge Companion to Research in the Arts . Ed. Michael Biggs and Henrik Karlsson. New York: Routledge, 2010. 368-87. Print.

About the author

Except where otherwise noted, this guide is subject to a Creative Commons Attribution license

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  Routledge Companion to Research in the Arts

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• Last Updated: Sep 20, 2023 5:05 PM
• URL: https://risd.libguides.com/researchplan

• Peterborough

The Research Plan

Where to start with scholarly research, expectations for research, scholarly vs. popular sources, grey literature, primary vs. secondary sources, preliminary research.

• Create a Plan

A good essay is grounded in good research, which requires clear direction, patience and persistence.

Research helps you to focus your topic, formulate and refine your thesis, and discover details, opinions, and facts to support your overall argument. You are better equipped to search for and sort sources when you have made decisions about your topic and developed a working thesis.

It is important that your research be accurate, reliable, relevant, and, for many disciplines, recent. The quality of your research determines the efficacy of your argument and your instructor’s assessment of your work.

Maintaining your academic integrity is an important factor that is assessed by your professors. The sources you use must be properly documented, accurately communicated, and clearly explained in relation to your topic and thesis. You are less likely to copy the text word for word or paraphrase too closely if you have spent some time thinking about how the research will inform your thesis and if you think carefully about your research process

Types of Sources

Many assignments will require you to focus primarily on scholarly, peer-reviewed sources. Check with your professor or the assignment instructions for guidance on using popular sources. 

Scholarly sources are supported by the peer review process, which means they are sources that have been evaluated by other experts in the same field.

Scholarly sources:

• Are written by and for academics
• Ensure that data is thoroughly checked
• Cite all evidence
• Make arguments which are supported by research
• Meet conventions of scholarship in the discipline
• Are written in formal, academic language

Popular sources are written for a wider, general audience and are more informal in tone. Sources like newspaper articles, documentaries and corporate websites are not scholarly, but they can offer useful information that you can include in your analysis alongside evidence presented by scholarly sources.

Grey literature is produced by entities whose main task is NOT publishing. Industry, think tanks, government departments, scholarly societies and associations can all produce grey literature. Grey literature can include reports, working papers, newsletters, government documents, speeches, white papers, and urban plans. Grey literature also includes newsletters, emails, blogs and other social networking sites. In addition to scholarly sources, grey literature can offer valuable evidence to your essay, but be sure to consider whether its use is appropriate for the discipline, the course, or the assignment.

In some disciplines, such as history, philosophy, or English literature, it is important to distinguish between primary and secondary sources.

Primary sources are original, first-hand materials. A primary source may be a government document, census data, a short story, old letters, or a piece of art.

Secondary source s are articles, editorials, textbooks, books, and other published materials that may interpret data, works of literature, ideas or events.

You may need to do preliminary research to find or refine a topic. Some early reading can help you narrow your focus, establish research questions, and avoid the frustration of directionless research.

Places to Start  

• Begin with course materials. The syllabus, required or recommended readings, textbooks and lecture notes will often provide ideas for a topic, while focusing on the major themes of your course.
• During the early stages of research, you can use reference works, such as discipline-specific textbooks, encyclopedias and dictionaries, or Wikipedia, for an introduction to your topic. Use the library subject guide to find useful reference works in your subject. Be sure that only material from your scholarly research, not Wikipedia , is used and cited in your paper.

The materials found during the preliminary research stage can help you to identify main concepts, key terminology, and important literature on the topic.

Planning your Research

A plan establishes research goals and clarifies direction.

A clear direction and plan for research helps you assess the quality and relevance of sources. 

Creating a Research Plan

In advance of beginning a search for evidence, take time to make a plan.

• Develop specific questions about your topic: what do you want to know and how does it relate to your thesis?
• Create a list of key words and synonyms for your search. Include specific and more general terms; establish parameters for your search (place, time, theory, field, species) but be open to related materials.
• Identify types of evidence you are required to use (research requirements of the assignment) and you will find informative for your topic. Think about where you can find these types of sources.

Look to your course content to identify the types of sources commonly used in the discipline; here are some examples:

• Peer-Reviewed scholarship: Argumentative articles, clinical trials, empirical articles (use library databases, google scholar)
• Numerical and financial data: export data, quality of life measures (see library subject guides
• Visual records (maps, old photographs, film)
• NGO documents: Stakeholder reports, Best practice documents
• Government documents: laws, legislation, reports

Research Plan worksheet - Accessible version (Word doc)

Performing Academic Research: Creating a research plan

• The research process
• Creating a research plan
• Primary and secondary sources
• Academic vs. non-academic information
• Evaluating information: The PAARC test

What is a research plan?

When doing research, it pays to plan ahead. If you take some time to really think about your topic and how you're going to look for sources, you can save yourself hours in the long run. A well thought out research plan will help you find relevant books, ebooks, journal articles, encyclopedia articles, dictionary entries and more much more easily than if you just jumped right in to a database and hoped for the best. It's an easy and helpful way to organize your thinking about a topic, which will help you find what you need.

To help you with creating your research plan, we've set out the following steps:

Step one - Write down your topic

Start by writing out your topic, either on a piece of paper or in a notebook or typed out on your computer. Writing out your topic will help you visualize the parts of your topic, which will be helpful as you build your research plan.

For example, let's say our topic is:

How effective is social media in influencing the youth vote?

Write your topic out like we have here and take a moment to think about the topic and what it is really asking. If what you write out the first time turns out to not be the question you want to ask, try writing it down again with a different wording. Keep doing this until you're confident you've captured the topic you really want to explore.

Step two - Identify your core concepts

Next, take a look at your topic and try to identify what we call its  core concepts . The core concepts of a topic are the words that represent the major ideas that you'll explore with your topic.

Think of it this way: what would be the words in your topic that you would absolutely need to be able to identify your topic? Any words that you absolutely need are your core concepts. Any other words are just there to help contextualize those concepts in a sentence.

When identifying core concepts, it can help to circle or highlight them in your topic sentence. For our example, that would look like this:

Here, we've highlighted social media , youth and vote . These are the three major ideas that we'll be looking at with this topic. They are the "who" (youth) and the "what" (social media and voting) of your topic. All of the other words in your sentence simply relate to these three core concepts and help contextualize them in a sentence. Those words are helpful when you're trying to express a topic to someone else, but, when you're search for sources using a computer, all you need are the essential, core concepts. Anything else will simple get in the way of getting good results.

Step three - Find synonyms

Next, you need to think of synonyms for your core concepts, or other ways that you might express those words. This is critically important when you're doing any type of computer-based searching.

Here's why:

Different people will express the same idea different ways using different words, yet everyone can still get their point across. For example, while you might call a bicycle a "bike" or a "velocipede" (no, really, it's a real word), you're still able to understand that all of those words refer to "a vehicle having two wheels held one behind the other in a frame, typically propelled by a seated rider using pedals, and steered by means of handlebars at the front" (OED Online).

However, computers aren't very good at making those kinds of connections. For the most part, they will only search for the specific word you give them. For example, if you type "bike" into a database search box, you'll only find sources that use the word "bike". You won't find the sources that use "bicycle" even if those sources are appropriate to your topic. By finding and using different synonyms for your core concepts in your search, you increase your chances for finding more material on your topic.

Here's what it would look like to find the synonyms for the three core concepts in our example:

Social Media: social network, social networks, social networking, Facebook, Twitter, Instagram, Snapchat, Tumblr

Youth: young adult, young adults, teen, teens, teenager, teenagers, adolescent, adolescents, adolescence

Vote: voting, voter, voters, political, politics

Step four - Apply truncation

Now you have all these different words to express your core concepts, which is great. But it will be a real pain to type out five or six different ways to say the same word each time you do a search, right? Well, you're in luck! There is a technique called "truncation" that will save you time and effort when performing searches.

To use truncation, start by identifying the common "root" for your synonyms. This is the word, or even just part of a word , that many of your synonyms have in common. For example, from the synonyms we found above:

social network, social networking = social network

young adult, young adults = young adult

teen, teenage, teenager, teens, teenagers = teen

adolescence, adolescent, adolescents = adolescen

vote, voter, voters, voting = vot

political, politics = politic

"vote," "voter" and "voting" in the above list all share the same root as "vot." Everything that comes after the "t" is really just a matter of variations in spelling.

In some case, a word just won't have a "root", or maybe that "root" is actually the entire word. For example, from the synonyms we found above:

social media = social media

Facebook = Facebook

youth = youth

There's just no other way to say "youth" that means a teenager. While "Youthful," shares the same root with "Youth", it doesn't mean the same thing. The same goes for "social media." Finally, because "Facebook" is a proper name of a specific thing, you don't truncate it, either. This would apply to the name of any specific social media site.

Once you've identified your root words, you can apply what is called the truncation symbol , which is a special character that computers recoqnize as telling them "find me any word that starts with this root, no matter what the ending." By applying this special symbol, you can type just the root word into a database and it will retrieve all the variations in spelling for that word, doing some of your work for you. Most of the time, the truncation symbol is a " * ", although it can sometimes be a " $ " or a " ? ". Most databases will tell you which symbol to use.

For our example words, the roots with their truncation symbols would look like this:

social network*

social media

young adult*

Note that, because there's no other way to say "youth," "social media," or "Facebook we've left off the truncation symbols. If we put a "*" at the end, the computer would find references to words like "Youthful," or "social mediation," which we don't really apply to our topic.

Step five - Use Boolean operators and nesting

Now that you have your list of truncated terms, it's time to put them all together into a search phrase. To do this, you'll need to use two techniques: Boolean operators and nesting .

Boolean operators are three words that computers identify as having special functions when searching. These words are:

• AND - Putting "and" between two words tells the computer to give you all the results in a database that use both of those words. Use it whenever you need to combine two or more concepts.
• OR - Putting "or" between two words tells the computer to give you all the results in a database that use at least one of the words, as well as results that use both. Use it whenever you need to list synonyms for the same concept.
• NOT - Putting "not" before a word tells the computer to eliminate any result that uses the following word from the list of results. It is the trickiest of the three Boolean operators and the one that you will likely use least often. Only use it when you receive a large amount of off-topic results as a way to get rid of the off-topic entries.

Nesting is the technique of using multiple search boxes to control the way a search is run. By combining multiple search boxes together, you force the computer to do a series of mini-searches and combine the results of those mini-searches to create the results for your final search. It's similar to brackets in a mathematical equation. To solve an equation with brackets, you have to do the calculations inside of the bracket before you can complete what is outside the bracket. Nesting is asking the computer to do the same thing with your search.

If we apply Boolean operators and nesting to our example list of truncated terms, we'll get something that looks like this:

social media OR social network* OR Facebook OR Twitter OR Instagram OR Snapchat OR Tumblr

AND Young adult* OR youth OR teen* OR adolescen*

AND vot* OR politic*

In the above example, we've used "or" to combine "social media," "social network*," "Facebook," "Twitter," "Instagram," "Snapchat," and "Tumblr" in one search box (represented here by a black rectangle), used "or" again to combine "young adult*," "youth," "teen*" and "adolescen*" in a second search box. and used "or" again to combine "vot*," and "politic*" in a third search box. This creates three mini-searches, one that will find any result that uses any of the different ways to say "social media," one that will find any result that uses any of the different ways to say "youth," and one that will find any result that uses any of the different ways to say "vote." Finally, we combine the three boxes with "and," so that the final search will find any result that makes reference to at least one of the ways to say "social media," at least one of the ways to say "youth" and at least one of the ways to say "vote." By doing all of this, we've maximized our chances at getting a solid set of on-topic sources to work with.

• << Previous: The research process
• Next: Primary and secondary sources >>
• Last Updated: Feb 26, 2024 11:05 AM
• URL: https://libguides.marianopolis.edu/research

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Driving Discovery: How to Create an Effective Research Plan

September 23, 2023 - 10 min read

When embarking on a research project , having a well-thought-out research plan is crucial to driving discovery and achieving your objectives. In this article, we will explore the importance of a research plan, the key benefits it offers, the essential components of an effective research plan, the steps to create one, and tips for implementing it successfully.

Understanding the Importance of a Research Plan

A research plan serves as a roadmap that guides your investigation and ensures that you stay focused and on track. It outlines the objectives, questions, and methods that will shape your research and enable you to make meaningful discoveries.

Imagine embarking on a research journey without a plan. You would be wandering aimlessly, unsure of where to focus your attention and resources. A research plan acts as a compass, guiding you towards the most promising avenues of exploration. It helps you formulate research questions that are relevant and meaningful, so that your study contributes to the existing body of knowledge in a significant way.

Key Benefits

A well-structured research plan offers several benefits besides guiding your investigation.

• Clarify your research goals and align them with your overarching research objectives. You want your study to remain focused and avoid unnecessary detours.
• Organize your research process, so that you cover all the necessary steps and avoid potential pitfalls. Break down your research into manageable tasks, allowing you to allocate your time and resources effectively. 
• Secure funding and gain the support of stakeholders. When applying for grants or seeking approval for your research project, a comprehensive and compelling research plan can make all the difference. It provides a clear overview of your study's objectives, methods, and expected outcomes, demonstrating the potential impact of your research.

Essential Components 

When creating a research plan, certain components should be included to ensure its effectiveness. These components serve as building blocks that shape the overall structure and content of your plan.

Defining Your Research Objectives

The first step in creating an effective research plan is to clearly define your research objectives. These objectives should be specific, measurable, attainable, relevant, and time-bound (SMART). By setting SMART research objectives, you provide a clear purpose for your investigation and establish criteria by which you can evaluate its success.

Defining research objectives is crucial because it helps researchers stay focused and avoid getting lost in the vast sea of information. It provides a sense of direction and purpose, so that every step taken during the research process contributes to achieving the desired outcomes. Without well-defined objectives, researchers may find themselves overwhelmed and unable to make meaningful progress.

Identifying Your Research Questions

In addition to defining your research objectives, it is crucial to identify the research questions that will guide your investigation. These should be focused and address the specific aspects you aim to explore. By formulating precise research questions, you narrow down your research scope and provide a framework for gathering and analyzing data.

Remember that research questions serve as a compass, guiding researchers through the vast landscape of information. They help researchers stay on track and ensure that their efforts are aligned with the overall objectives of the study. Well-crafted research questions also enable them to delve deeper into specific areas of interest, uncovering valuable insights that contribute to the existing body of knowledge.

Choosing the Right Research Methodology

The selection of an appropriate research methodology is another vital component of an effective research plan. The methodology you choose should be aligned with your research objectives and questions, enabling you to gather and analyze data effectively. Whether quantitative or qualitative, your chosen methodology should provide reliable and valid results that contribute to driving your research forward.

Choosing the right research methodology is like selecting the right tools for a construction project. Each methodology has its strengths and limitations, and understanding these nuances is crucial for conducting a successful study. The decision that researchers make will impact the data collection techniques, analysis methods, and overall validity of the study.

Steps to Create a Comprehensive Research Plan

Now that we understand the essential components of a research plan, let's dive into the steps to create a comprehensive one.

Setting Your Research Goals

The first step in creating a research plan is to set clear and concise research goals. These goals serve as the guiding principles of the research and provide a framework for the investigation. When setting research goals, align them with the research objectives, so that the plan remains focused and purposeful. 

Don't forget that research goals can vary depending on the nature of the study. They can be broad, encompassing the overall aims of the research, or specific, focusing on particular aspects or variables. Regardless of their scope, research goals play a vital role in shaping the research plan and determining the path to be followed.

Conducting a Literature Review

A comprehensive literature review is crucial for building a solid foundation for your research plan. During this process, researchers explore various sources such as academic journals, books, conference proceedings, and online databases to gather relevant information. They critically analyze and synthesize the findings from previous studies, to identify gaps, inconsistencies, and areas that require further investigation. This process helps researchers refine their research questions, develop hypotheses, and select appropriate research methods.

Moreover, a literature review allows researchers to identify key theories, concepts, and methodologies that are relevant to their research. It helps them establish the theoretical framework for their study, providing a solid basis for data collection and analysis. By conducting a thorough literature review, researchers guarantee that their research plan is grounded in existing knowledge and contributes meaningfully to the field.

Designing Your Research Strategy

Once you have set your research goals and conducted a thorough literature review, it's time to design your research strategy. This step involves making important decisions regarding research questions, research methods, and data collection and analysis procedures.

• Carefully consider various factors, such as the research goals, the nature of the research problem, the available resources, and ethical considerations. Determine the most appropriate research questions that align with the research goals and can be effectively addressed through the chosen research methods.
• Select the most suitable research methods to collect and analyze data. This can involve qualitative methods such as interviews, observations, or focus groups, or quantitative methods such as surveys or experiments. The choice of research methods depends on the research objectives, the nature of the research problem, and the available resources.
• Outline the data collection and analysis procedures. This means determining the sample size, developing data collection instruments, and devising data analysis techniques. A well-designed research strategy ensures that researchers gather the necessary data to address their research questions effectively and draw meaningful conclusions.

Tips for Implementing Your Research Plan

Creating a research plan is just the first step; successful implementation is equally important. Here are some tips to help you implement your research plan effectively.

Ensuring Flexibility 

While a research plan provides a structured roadmap, it is essential to remain flexible throughout the research process. Unexpected challenges and discoveries may require adjustments to your plan. By maintaining flexibility, you can adapt to changing circumstances and make the most of unforeseen opportunities.

Imagine you are conducting a research study on the impact of climate change on coral reefs. Your initial plan may involve collecting data from a specific location over a six-month period. However, during the course of your research, you may discover a new coral species that is particularly vulnerable to climate change. In such a scenario, being flexible allows you to modify your research plan to include a more in-depth investigation of this new species, potentially leading to groundbreaking findings.

Tracking Your Research Progress

Regularly tracking your research progress is crucial to ensuring that you stay on schedule and achieve your research objectives. Establish milestones and set aside dedicated time for progress evaluation. This will help you identify any deviations from the plan and take corrective measures promptly.

Suppose you are conducting a longitudinal study on the effects of a new teaching method on student performance. By tracking your research progress, you can analyze the data collected at various intervals and assess whether the teaching method is consistently improving student outcomes. If you notice any inconsistencies or unexpected trends, you can adjust your research plan accordingly, such as modifying the teaching method or expanding the sample size.

Evaluating and Refining Your Research Plan

Periodically evaluating and refining your research plan is vital for its effectiveness. Reflect on the progress of your research and assess whether your objectives and questions are still relevant. Take feedback from colleagues and stakeholders into account and make necessary adjustments to improve your research plan.

Let's say you are conducting a survey-based research study on consumer preferences for sustainable packaging. After analyzing the initial survey responses, you may realize that the questions you asked did not capture all the relevant factors influencing consumer choices. By evaluating and refining your research plan, you can modify the survey questions to include additional variables, such as price sensitivity or brand perception, thus enhancing the validity and comprehensiveness of your study.

Drive Your Discovery with Wrike

Creating an effective research plan to drive discovery is like having a detailed itinerary for an exploration journey. It guides your research efforts and ensures that you uncover valuable insights. However, managing these research plans across multiple projects can be challenging.

This is where Wrike steps in. Within Wrike, you can easily create folders for each project or research plan. These folders can serve as a place where you can store research methods, data collection plans, and even your research findings. This structured approach brings direction and discovery to your research, much like a detailed itinerary guides an exploration journey.

And when it comes to the other documents and workflows your business needs — whether it's data analysis or report writing — Wrike has you covered with robust project management features and ready-to-use templates. Ready to drive your discovery process? Start your free trial of Wrike today.

Note: This article was created with the assistance of an AI engine. It has been reviewed and revised by our team of experts to ensure accuracy and quality.

Occasionally we write blog posts where multiple people contribute. Since our idea of having a gladiator arena where contributors would fight to the death to win total authorship wasn’t approved by HR, this was the compromise.

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Key Sales Pipeline Metrics to Monitor for Business Success

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Sales Cycle Length The length of your sales cycle directly affects your revenue and cash flow. Measure the time it takes for a lead to move through each stage of the pipeline and convert into a paying customer. Identify areas where deals get delayed or stalled and take proactive measures to streamline the process. Remember to study the sales cycle length to predict revenue and manage your cash flow more effectively.  For instance, you may find that leads spend a significant amount of time in the negotiation stage, causing delays in closing deals. This insight prompts you to implement strategies to accelerate the negotiation process, such as providing clearer pricing options or offering additional incentives. Conversion Rates Conversion rates provide valuable insights into the effectiveness of your sales efforts. Monitor the percentage of leads that successfully convert into customers at each stage of the pipeline. Track conversion rates to evaluate your sales team's performance. For example, you may notice that a significant number of leads drop off during the product demonstration stage. This observation prompts you to analyze the effectiveness of your demonstrations and make improvements, such as enhancing the presentation or addressing common objections more effectively. Deal Size and Revenue Monitor the average deal size and overall revenue generated from your sales efforts. Identify which types of deals have the greatest impact on your bottom line and focus your resources accordingly. Analyze the return on investment (ROI) of your marketing and sales activities. If you find that a particular marketing campaign consistently generates a high revenue, you can allocate more resources to scale that campaign and maximize its impact. For example, you may find that deals with larger companies tend to have a higher average deal size. Armed with this information, you can allocate more resources to target larger companies and tailor your sales approach to meet their specific needs. Tools and Techniques for Monitoring Sales Pipeline Metrics Now that you understand the essential metrics to monitor, let's explore some tools and techniques that can help you effectively track and analyze your sales pipeline: CRM Systems  A Customer Relationship Management (CRM) system is a powerful tool that enables you to manage and track your sales pipeline metrics. CRM systems allow you to capture and analyze data related to leads, opportunities, and deals. They provide insights into each stage of the sales process and help you identify areas for improvement. By leveraging CRM systems, you can automate your sales workflow, streamline communication, and gain a holistic view of your sales pipeline. These systems provide real-time visibility into your sales performance, allowing you to make data-driven decisions and drive business success. Data Visualization Data visualization tools can help you transform complex data into intuitive visuals. By creating charts, graphs, and dashboards, you can easily interpret and communicate your sales pipeline metrics to stakeholders. Data visualization enables you to spot trends, identify patterns, and make informed decisions quickly and effectively. Regular Sales Pipeline Audits Conducting regular sales pipeline audits is crucial for maintaining the accuracy and integrity of your pipeline metrics. By thoroughly reviewing your pipeline, you can identify discrepancies, outdated information, and potential areas for improvement. Regular audits help verify that the data on which you base your decisions is reliable and up to date. How to Improve Your Sales Pipeline Metrics Monitoring your sales pipeline metrics is only the first step. To drive business success, you must continually improve these metrics and optimize your sales process. Here are some strategies to enhance your sales pipeline metrics: Enhancing Lead Generation Strategies Focusing on high-quality leads can significantly impact your sales pipeline metrics. Continuously review and refine your lead generation strategies to attract leads that are more likely to convert into customers. Consider leveraging data-driven marketing tactics, conducting thorough market research, and optimizing your website for lead generation. Streamlining the Sales Process Identify areas in your sales process that can be streamlined. Look for tasks that can be automated or eliminated to reduce the time it takes for leads to move through the pipeline. By removing unnecessary steps and improving efficiency, you can accelerate your sales cycle and increase conversion rates. Training and Development for Sales Teams Invest in training and development programs for your sales team to enhance their skills and knowledge. Provide them with the tools and resources they need to effectively engage with leads and close deals. By continually developing your sales team's capabilities, you can improve their performance and drive better sales pipeline metrics. Overall, monitoring key sales pipeline metrics is vital for your business's success. By understanding the importance of these metrics, utilizing the right tools and techniques, and implementing strategies to improve them, you can optimize your sales process, increase revenue, and achieve sustainable growth. Monitor key sales pipeline metrics using Wrike’s advanced analytical tools. Register for a free trial today and align your sales strategies with solid data for guaranteed business success. Note: This article was created with the assistance of an AI engine. It has been reviewed and revised by our team of experts to ensure accuracy and quality.

Catalyzing Business Growth: Strategies for Expansion

Expanding a business is an exciting and challenging endeavor. It requires careful planning, strategic thinking, and a deep understanding of the market. In this article, we will explore the key strategies for business expansion and how to catalyze growth effectively. Whether you are a small startup or an established company, these strategies will provide valuable insights into achieving your growth goals. Understanding Business Expansion Business expansion offers numerous benefits, such as increased market share, higher revenues, and improved brand recognition. It allows businesses to tap into new markets, gain a competitive edge, and attract a larger customer base. However, expanding without a well-thought-out plan can be risky and may lead to financial instability. Therefore, it is essential to carefully consider all aspects of expansion before embarking on this journey. The Importance of Business Growth Vital for long-term success and sustainability: Stay ahead of the competition, adapt to changing market trends, and take advantage of new opportunities. Attract potential investors and strategic partnerships.  Improves company culture: Boost employee morale and provide career advancement opportunities. Platform for innovation and creativity: With a larger customer base, you have the opportunity to gather valuable feedback and insights, enabling you to refine your products or services and meet the evolving needs of your target audience. Access to new markets and geographical locations: Diversify your customer base and reduce dependency on a single market. Establish a global presence and build a strong network of partners and suppliers, facilitating further growth and expansion. Key Factors in Business Expansion Several key factors play a crucial role in successful business expansion: Market Demand: Before expanding, assess the market demand for your products or services. Conduct market research and analyze customer preferences and buying patterns to confirm that there is a sustainable demand in the new market. Identify potential gaps in the market that your business can fill, offering unique value propositions to attract customers. Competitive Analysis: Understand the competitive landscape in the target market. Identify key competitors and analyze their strengths and weaknesses. This analysis will help you position your organization and differentiate it from the competition. Develop a compelling value proposition that highlights your unique selling points and conveys why customers should choose your business over others. Operational Capacity: Evaluate your operational capacity to handle expansion. Verify that you have the necessary infrastructure, resources, and systems in place to meet the increased demand without compromising product quality or customer service. Consider factors such as production capacity, supply chain management, and distribution channels. Implement scalable processes and invest in technology that can support your growth objectives. Financial Planning: Expansion requires significant financial resources. Develop a comprehensive financial plan that includes projected revenues, expenses, and cash flow forecasts. Assess your funding options, such as internal sources (retained earnings) or external sources (loans, investments). Consider the potential risks and uncertainties associated with expansion and have contingency plans in place to mitigate them. Talent Acquisition and Development: Expanding your business may require additional workforce. Evaluate your current talent pool and identify any skill gaps that need to be filled. Develop a recruitment strategy to attract and hire qualified individuals who align with your company's values and objectives. Additionally, invest in training and development programs to upskill existing employees and ensure they are equipped to handle new responsibilities and challenges. Formulating a Strategic Plan for Growth Expanding a business requires careful planning and consideration of various factors. In order to oversee a smooth and successful expansion, it is important to set clear business objectives and conduct a thorough analysis of the internal and external environment. Setting Clear Business Objectives Clearly define your business objectives for expansion. Are you aiming to penetrate a new market, launch new products, or expand geographically? Remember to consider the current market conditions, customer demands, and competitive landscape. Conducting a SWOT Analysis Identify internal strengths and weaknesses, as well as external opportunities and threats. This analysis will help you capitalize on your strengths, address weaknesses, seize opportunities, and mitigate potential risks. Remember to involve key stakeholders from different departments within your organization, for a holistic view of your business and access to diverse perspectives.  During the analysis, consider your company's strengths, such as a strong brand reputation, talented workforce, or innovative products. These strengths can be leveraged to gain a competitive advantage in the new market or industry segment you are targeting. Identifying weaknesses is equally important, as it allows you to address any internal limitations that may hinder your expansion efforts. This could include areas such as outdated technology, lack of skilled personnel, or inefficient processes.  Opportunities and threats in the external environment should also be carefully evaluated. This could include emerging market trends, changes in consumer behavior, or new technological advancements. Similarly, by recognizing potential threats, such as increased competition or economic downturns, you can develop strategies to mitigate their impact. Financial Considerations for Business Expansion Expanding a business requires sound financial planning to guarantee long-term viability and success. Consider the following financial aspects when formulating your expansion strategy: Budgeting for Growth Develop a detailed budget that accounts for all expansion-related expenses, such as marketing campaigns, additional staff recruitment and training, infrastructure investments, and increased operational costs. Verify that your projected revenue growth aligns with your planned expenses. When creating your budget, consider both short-term and long-term financial goals. Short-term goals may include immediate expenses related to the expansion, while long-term goals may involve planning for future growth and sustainability. Additionally, factor in potential risks and uncertainties that may impact your financial projections. Conducting a thorough risk assessment can help you identify and mitigate potential financial challenges, so that your budget remains realistic and achievable. Exploring Financing Options Consider various financing options to fund your expansion. These may include bank loans, venture capital, crowdfunding, or seeking partnerships with strategic investors. Carefully evaluate the pros and cons of each option to determine the most suitable financing strategy for your business. When exploring financing options, assess your business's current financial health and creditworthiness. Lenders and investors will evaluate your financial statements, credit history, and cash flow to determine the level of risk associated with providing funds. Furthermore, seek professional advice from financial experts, such as accountants or financial advisors, who can guide you through the process and help you make informed decisions. They can assist in analyzing the financial implications of different financing options and provide recommendations based on your specific business needs. Remember that securing financing for expansion is not just about obtaining the necessary funds; it also involves understanding the terms and conditions associated with each financing option. Consider factors such as interest rates, repayment terms, collateral requirements, and potential impact on your business's ownership and control. Lastly, maintaining open communication with potential lenders or investors is crucial. Clearly articulate your expansion plans, demonstrate your business's growth potential, and provide a comprehensive financial proposal that highlights the expected return on investment. Building trust and credibility with financial stakeholders can increase your chances of securing the necessary funds for your business expansion. Human Resources and Business Growth Efficiently managing human resources is crucial during business expansion, as shown by the factors below. Staffing for Expansion Assessing the current workforce is not only about identifying the need for additional staff members, but also about evaluating the existing employees' potential for growth and development. By recognizing the talent within the organization, businesses can provide opportunities for internal promotions and career advancement. This not only motivates employees but also fosters loyalty and commitment to the company. When hiring new employees, take into account diversity and inclusion. By creating a diverse workforce, businesses can benefit from a wide range of perspectives, experiences, and ideas. This can lead to increased innovation, creativity, and problem-solving capabilities, which are essential for business growth. Training and Development for Growth Investing in training and development programs is crucial to making sure that employees have the necessary skills and knowledge to support the expanded operations. By providing continuous learning opportunities, businesses can enhance the capabilities of their workforce, leading to higher productivity and better customer service. Training programs can include a variety of methods, such as workshops, seminars, online courses, and on-the-job training. These initiatives can focus on developing technical skills, leadership abilities, communication skills, and other competencies that are essential for business growth. Moreover, businesses can also consider partnering with external training providers or educational institutions to offer specialized programs tailored to their specific industry or market. By providing employees with access to industry-leading training, businesses can stay ahead of the competition and see to it that their workforce remains up-to-date with the latest trends and best practices. Marketing Strategies for Business Expansion Effective marketing strategies are essential for creating brand awareness and driving customer acquisition during business expansion. Branding and Expansion Review and refine your brand strategy to align with the expanded market and target audience. Confirm that your brand positioning, messaging, and visual identity convey the unique value proposition of your business in a way that resonates with the new market. Digital Marketing for Growth Leverage the power of digital marketing channels to reach your target audience and generate leads. Invest in search engine optimization (SEO), social media marketing, content marketing, and targeted online advertising to expand your reach and drive traffic to your website or physical location. Catalyze Your Business Growth with Wrike Business growth requires effective strategies and the right tools. With Wrike, you can easily manage your growth strategies. Wrike allows you to create individual folders for each growth initiative, serving as a central hub for all relevant information and updates, fostering effective growth management. Beyond just growth management, Wrike offers a comprehensive suite of tools designed to streamline your workflows, foster collaboration, and drive productivity. From real-time communication to intuitive task management features, Wrike provides everything you need to catalyze your business growth and drive expansion. Ready to catalyze your business growth and drive expansion? There's no better time to start than now. Get started with Wrike for free today. Note: This article was created with the assistance of an AI engine. It has been reviewed and revised by our team of experts to ensure accuracy and quality.

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Criteria for Good Qualitative Research: A Comprehensive Review

• Regular Article
• Open access
• Published: 18 September 2021
• Volume 31 , pages 679–689, ( 2022 )

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• Drishti Yadav   ORCID: orcid.org/0000-0002-2974-0323 1  

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This review aims to synthesize a published set of evaluative criteria for good qualitative research. The aim is to shed light on existing standards for assessing the rigor of qualitative research encompassing a range of epistemological and ontological standpoints. Using a systematic search strategy, published journal articles that deliberate criteria for rigorous research were identified. Then, references of relevant articles were surveyed to find noteworthy, distinct, and well-defined pointers to good qualitative research. This review presents an investigative assessment of the pivotal features in qualitative research that can permit the readers to pass judgment on its quality and to condemn it as good research when objectively and adequately utilized. Overall, this review underlines the crux of qualitative research and accentuates the necessity to evaluate such research by the very tenets of its being. It also offers some prospects and recommendations to improve the quality of qualitative research. Based on the findings of this review, it is concluded that quality criteria are the aftereffect of socio-institutional procedures and existing paradigmatic conducts. Owing to the paradigmatic diversity of qualitative research, a single and specific set of quality criteria is neither feasible nor anticipated. Since qualitative research is not a cohesive discipline, researchers need to educate and familiarize themselves with applicable norms and decisive factors to evaluate qualitative research from within its theoretical and methodological framework of origin.

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Good Qualitative Research: Opening up the Debate

Beyond qualitative/quantitative structuralism: the positivist qualitative research and the paradigmatic disclaimer.

What is Qualitative in Research

Avoid common mistakes on your manuscript.

Introduction

“… It is important to regularly dialogue about what makes for good qualitative research” (Tracy, 2010 , p. 837)

To decide what represents good qualitative research is highly debatable. There are numerous methods that are contained within qualitative research and that are established on diverse philosophical perspectives. Bryman et al., ( 2008 , p. 262) suggest that “It is widely assumed that whereas quality criteria for quantitative research are well‐known and widely agreed, this is not the case for qualitative research.” Hence, the question “how to evaluate the quality of qualitative research” has been continuously debated. There are many areas of science and technology wherein these debates on the assessment of qualitative research have taken place. Examples include various areas of psychology: general psychology (Madill et al., 2000 ); counseling psychology (Morrow, 2005 ); and clinical psychology (Barker & Pistrang, 2005 ), and other disciplines of social sciences: social policy (Bryman et al., 2008 ); health research (Sparkes, 2001 ); business and management research (Johnson et al., 2006 ); information systems (Klein & Myers, 1999 ); and environmental studies (Reid & Gough, 2000 ). In the literature, these debates are enthused by the impression that the blanket application of criteria for good qualitative research developed around the positivist paradigm is improper. Such debates are based on the wide range of philosophical backgrounds within which qualitative research is conducted (e.g., Sandberg, 2000 ; Schwandt, 1996 ). The existence of methodological diversity led to the formulation of different sets of criteria applicable to qualitative research.

Among qualitative researchers, the dilemma of governing the measures to assess the quality of research is not a new phenomenon, especially when the virtuous triad of objectivity, reliability, and validity (Spencer et al., 2004 ) are not adequate. Occasionally, the criteria of quantitative research are used to evaluate qualitative research (Cohen & Crabtree, 2008 ; Lather, 2004 ). Indeed, Howe ( 2004 ) claims that the prevailing paradigm in educational research is scientifically based experimental research. Hypotheses and conjectures about the preeminence of quantitative research can weaken the worth and usefulness of qualitative research by neglecting the prominence of harmonizing match for purpose on research paradigm, the epistemological stance of the researcher, and the choice of methodology. Researchers have been reprimanded concerning this in “paradigmatic controversies, contradictions, and emerging confluences” (Lincoln & Guba, 2000 ).

In general, qualitative research tends to come from a very different paradigmatic stance and intrinsically demands distinctive and out-of-the-ordinary criteria for evaluating good research and varieties of research contributions that can be made. This review attempts to present a series of evaluative criteria for qualitative researchers, arguing that their choice of criteria needs to be compatible with the unique nature of the research in question (its methodology, aims, and assumptions). This review aims to assist researchers in identifying some of the indispensable features or markers of high-quality qualitative research. In a nutshell, the purpose of this systematic literature review is to analyze the existing knowledge on high-quality qualitative research and to verify the existence of research studies dealing with the critical assessment of qualitative research based on the concept of diverse paradigmatic stances. Contrary to the existing reviews, this review also suggests some critical directions to follow to improve the quality of qualitative research in different epistemological and ontological perspectives. This review is also intended to provide guidelines for the acceleration of future developments and dialogues among qualitative researchers in the context of assessing the qualitative research.

The rest of this review article is structured in the following fashion: Sect.  Methods describes the method followed for performing this review. Section Criteria for Evaluating Qualitative Studies provides a comprehensive description of the criteria for evaluating qualitative studies. This section is followed by a summary of the strategies to improve the quality of qualitative research in Sect.  Improving Quality: Strategies . Section  How to Assess the Quality of the Research Findings? provides details on how to assess the quality of the research findings. After that, some of the quality checklists (as tools to evaluate quality) are discussed in Sect.  Quality Checklists: Tools for Assessing the Quality . At last, the review ends with the concluding remarks presented in Sect.  Conclusions, Future Directions and Outlook . Some prospects in qualitative research for enhancing its quality and usefulness in the social and techno-scientific research community are also presented in Sect.  Conclusions, Future Directions and Outlook .

For this review, a comprehensive literature search was performed from many databases using generic search terms such as Qualitative Research , Criteria , etc . The following databases were chosen for the literature search based on the high number of results: IEEE Explore, ScienceDirect, PubMed, Google Scholar, and Web of Science. The following keywords (and their combinations using Boolean connectives OR/AND) were adopted for the literature search: qualitative research, criteria, quality, assessment, and validity. The synonyms for these keywords were collected and arranged in a logical structure (see Table 1 ). All publications in journals and conference proceedings later than 1950 till 2021 were considered for the search. Other articles extracted from the references of the papers identified in the electronic search were also included. A large number of publications on qualitative research were retrieved during the initial screening. Hence, to include the searches with the main focus on criteria for good qualitative research, an inclusion criterion was utilized in the search string.

From the selected databases, the search retrieved a total of 765 publications. Then, the duplicate records were removed. After that, based on the title and abstract, the remaining 426 publications were screened for their relevance by using the following inclusion and exclusion criteria (see Table 2 ). Publications focusing on evaluation criteria for good qualitative research were included, whereas those works which delivered theoretical concepts on qualitative research were excluded. Based on the screening and eligibility, 45 research articles were identified that offered explicit criteria for evaluating the quality of qualitative research and were found to be relevant to this review.

Figure  1 illustrates the complete review process in the form of PRISMA flow diagram. PRISMA, i.e., “preferred reporting items for systematic reviews and meta-analyses” is employed in systematic reviews to refine the quality of reporting.

PRISMA flow diagram illustrating the search and inclusion process. N represents the number of records

Criteria for Evaluating Qualitative Studies

Fundamental criteria: general research quality.

Various researchers have put forward criteria for evaluating qualitative research, which have been summarized in Table 3 . Also, the criteria outlined in Table 4 effectively deliver the various approaches to evaluate and assess the quality of qualitative work. The entries in Table 4 are based on Tracy’s “Eight big‐tent criteria for excellent qualitative research” (Tracy, 2010 ). Tracy argues that high-quality qualitative work should formulate criteria focusing on the worthiness, relevance, timeliness, significance, morality, and practicality of the research topic, and the ethical stance of the research itself. Researchers have also suggested a series of questions as guiding principles to assess the quality of a qualitative study (Mays & Pope, 2020 ). Nassaji ( 2020 ) argues that good qualitative research should be robust, well informed, and thoroughly documented.

Qualitative Research: Interpretive Paradigms

All qualitative researchers follow highly abstract principles which bring together beliefs about ontology, epistemology, and methodology. These beliefs govern how the researcher perceives and acts. The net, which encompasses the researcher’s epistemological, ontological, and methodological premises, is referred to as a paradigm, or an interpretive structure, a “Basic set of beliefs that guides action” (Guba, 1990 ). Four major interpretive paradigms structure the qualitative research: positivist and postpositivist, constructivist interpretive, critical (Marxist, emancipatory), and feminist poststructural. The complexity of these four abstract paradigms increases at the level of concrete, specific interpretive communities. Table 5 presents these paradigms and their assumptions, including their criteria for evaluating research, and the typical form that an interpretive or theoretical statement assumes in each paradigm. Moreover, for evaluating qualitative research, quantitative conceptualizations of reliability and validity are proven to be incompatible (Horsburgh, 2003 ). In addition, a series of questions have been put forward in the literature to assist a reviewer (who is proficient in qualitative methods) for meticulous assessment and endorsement of qualitative research (Morse, 2003 ). Hammersley ( 2007 ) also suggests that guiding principles for qualitative research are advantageous, but methodological pluralism should not be simply acknowledged for all qualitative approaches. Seale ( 1999 ) also points out the significance of methodological cognizance in research studies.

Table 5 reflects that criteria for assessing the quality of qualitative research are the aftermath of socio-institutional practices and existing paradigmatic standpoints. Owing to the paradigmatic diversity of qualitative research, a single set of quality criteria is neither possible nor desirable. Hence, the researchers must be reflexive about the criteria they use in the various roles they play within their research community.

Improving Quality: Strategies

Another critical question is “How can the qualitative researchers ensure that the abovementioned quality criteria can be met?” Lincoln and Guba ( 1986 ) delineated several strategies to intensify each criteria of trustworthiness. Other researchers (Merriam & Tisdell, 2016 ; Shenton, 2004 ) also presented such strategies. A brief description of these strategies is shown in Table 6 .

It is worth mentioning that generalizability is also an integral part of qualitative research (Hays & McKibben, 2021 ). In general, the guiding principle pertaining to generalizability speaks about inducing and comprehending knowledge to synthesize interpretive components of an underlying context. Table 7 summarizes the main metasynthesis steps required to ascertain generalizability in qualitative research.

Figure  2 reflects the crucial components of a conceptual framework and their contribution to decisions regarding research design, implementation, and applications of results to future thinking, study, and practice (Johnson et al., 2020 ). The synergy and interrelationship of these components signifies their role to different stances of a qualitative research study.

Essential elements of a conceptual framework

In a nutshell, to assess the rationale of a study, its conceptual framework and research question(s), quality criteria must take account of the following: lucid context for the problem statement in the introduction; well-articulated research problems and questions; precise conceptual framework; distinct research purpose; and clear presentation and investigation of the paradigms. These criteria would expedite the quality of qualitative research.

How to Assess the Quality of the Research Findings?

The inclusion of quotes or similar research data enhances the confirmability in the write-up of the findings. The use of expressions (for instance, “80% of all respondents agreed that” or “only one of the interviewees mentioned that”) may also quantify qualitative findings (Stenfors et al., 2020 ). On the other hand, the persuasive reason for “why this may not help in intensifying the research” has also been provided (Monrouxe & Rees, 2020 ). Further, the Discussion and Conclusion sections of an article also prove robust markers of high-quality qualitative research, as elucidated in Table 8 .

Quality Checklists: Tools for Assessing the Quality

Numerous checklists are available to speed up the assessment of the quality of qualitative research. However, if used uncritically and recklessly concerning the research context, these checklists may be counterproductive. I recommend that such lists and guiding principles may assist in pinpointing the markers of high-quality qualitative research. However, considering enormous variations in the authors’ theoretical and philosophical contexts, I would emphasize that high dependability on such checklists may say little about whether the findings can be applied in your setting. A combination of such checklists might be appropriate for novice researchers. Some of these checklists are listed below:

The most commonly used framework is Consolidated Criteria for Reporting Qualitative Research (COREQ) (Tong et al., 2007 ). This framework is recommended by some journals to be followed by the authors during article submission.

Standards for Reporting Qualitative Research (SRQR) is another checklist that has been created particularly for medical education (O’Brien et al., 2014 ).

Also, Tracy ( 2010 ) and Critical Appraisal Skills Programme (CASP, 2021 ) offer criteria for qualitative research relevant across methods and approaches.

Further, researchers have also outlined different criteria as hallmarks of high-quality qualitative research. For instance, the “Road Trip Checklist” (Epp & Otnes, 2021 ) provides a quick reference to specific questions to address different elements of high-quality qualitative research.

Conclusions, Future Directions, and Outlook

This work presents a broad review of the criteria for good qualitative research. In addition, this article presents an exploratory analysis of the essential elements in qualitative research that can enable the readers of qualitative work to judge it as good research when objectively and adequately utilized. In this review, some of the essential markers that indicate high-quality qualitative research have been highlighted. I scope them narrowly to achieve rigor in qualitative research and note that they do not completely cover the broader considerations necessary for high-quality research. This review points out that a universal and versatile one-size-fits-all guideline for evaluating the quality of qualitative research does not exist. In other words, this review also emphasizes the non-existence of a set of common guidelines among qualitative researchers. In unison, this review reinforces that each qualitative approach should be treated uniquely on account of its own distinctive features for different epistemological and disciplinary positions. Owing to the sensitivity of the worth of qualitative research towards the specific context and the type of paradigmatic stance, researchers should themselves analyze what approaches can be and must be tailored to ensemble the distinct characteristics of the phenomenon under investigation. Although this article does not assert to put forward a magic bullet and to provide a one-stop solution for dealing with dilemmas about how, why, or whether to evaluate the “goodness” of qualitative research, it offers a platform to assist the researchers in improving their qualitative studies. This work provides an assembly of concerns to reflect on, a series of questions to ask, and multiple sets of criteria to look at, when attempting to determine the quality of qualitative research. Overall, this review underlines the crux of qualitative research and accentuates the need to evaluate such research by the very tenets of its being. Bringing together the vital arguments and delineating the requirements that good qualitative research should satisfy, this review strives to equip the researchers as well as reviewers to make well-versed judgment about the worth and significance of the qualitative research under scrutiny. In a nutshell, a comprehensive portrayal of the research process (from the context of research to the research objectives, research questions and design, speculative foundations, and from approaches of collecting data to analyzing the results, to deriving inferences) frequently proliferates the quality of a qualitative research.

Prospects : A Road Ahead for Qualitative Research

Irrefutably, qualitative research is a vivacious and evolving discipline wherein different epistemological and disciplinary positions have their own characteristics and importance. In addition, not surprisingly, owing to the sprouting and varied features of qualitative research, no consensus has been pulled off till date. Researchers have reflected various concerns and proposed several recommendations for editors and reviewers on conducting reviews of critical qualitative research (Levitt et al., 2021 ; McGinley et al., 2021 ). Following are some prospects and a few recommendations put forward towards the maturation of qualitative research and its quality evaluation:

In general, most of the manuscript and grant reviewers are not qualitative experts. Hence, it is more likely that they would prefer to adopt a broad set of criteria. However, researchers and reviewers need to keep in mind that it is inappropriate to utilize the same approaches and conducts among all qualitative research. Therefore, future work needs to focus on educating researchers and reviewers about the criteria to evaluate qualitative research from within the suitable theoretical and methodological context.

There is an urgent need to refurbish and augment critical assessment of some well-known and widely accepted tools (including checklists such as COREQ, SRQR) to interrogate their applicability on different aspects (along with their epistemological ramifications).

Efforts should be made towards creating more space for creativity, experimentation, and a dialogue between the diverse traditions of qualitative research. This would potentially help to avoid the enforcement of one's own set of quality criteria on the work carried out by others.

Moreover, journal reviewers need to be aware of various methodological practices and philosophical debates.

It is pivotal to highlight the expressions and considerations of qualitative researchers and bring them into a more open and transparent dialogue about assessing qualitative research in techno-scientific, academic, sociocultural, and political rooms.

Frequent debates on the use of evaluative criteria are required to solve some potentially resolved issues (including the applicability of a single set of criteria in multi-disciplinary aspects). Such debates would not only benefit the group of qualitative researchers themselves, but primarily assist in augmenting the well-being and vivacity of the entire discipline.

To conclude, I speculate that the criteria, and my perspective, may transfer to other methods, approaches, and contexts. I hope that they spark dialog and debate – about criteria for excellent qualitative research and the underpinnings of the discipline more broadly – and, therefore, help improve the quality of a qualitative study. Further, I anticipate that this review will assist the researchers to contemplate on the quality of their own research, to substantiate research design and help the reviewers to review qualitative research for journals. On a final note, I pinpoint the need to formulate a framework (encompassing the prerequisites of a qualitative study) by the cohesive efforts of qualitative researchers of different disciplines with different theoretic-paradigmatic origins. I believe that tailoring such a framework (of guiding principles) paves the way for qualitative researchers to consolidate the status of qualitative research in the wide-ranging open science debate. Dialogue on this issue across different approaches is crucial for the impending prospects of socio-techno-educational research.

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Yadav, D. Criteria for Good Qualitative Research: A Comprehensive Review. Asia-Pacific Edu Res 31 , 679–689 (2022). https://doi.org/10.1007/s40299-021-00619-0

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Accepted : 28 August 2021

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The value of a good research plan

A research plan is a guiding framework that can make or break the efficiency and success of your research project. Oftentimes teams avoid them because they’ve earned a reputation as a dry or actionless document — however, this doesn’t have to be the case.

In this article, we’ll go over the most important aspects of a good research plan and show you how they can be visual and actionable with monday.com Work OS.

Don’t miss more quality content!

Why is the research plan pivotal to a research project.

A research plan is pivotal to a research project because it identifies and helps define your focus, method, and goals while also outlining the research project from start to finish.

This type of plan is often necessary to:

• Apply for grants or internal company funding.
• Discover possible research partners or business partners.
• Take your research from an idea into reality.

It will also control the entire journey of the research project through every stage by defining crucial research questions and the hypothesis (theory) that you’ll strive to prove or disprove.

What goes into a research plan?

The contents of a thorough research plan should include a hypothesis, methodology, and more. There is some variation between academic and commercial research, but these are common elements:

• Hypothesis:  the problem you are trying to solve and the basis for a theoretical solution. For example, if I reduce my intake of calories, I’ll lose weight.
• Research questions: research questions help guide your investigation into particular issues. If you were looking into the potential impact of outsourcing production, you might ask something like: how would outsourcing impact our production costs?
• Research method: the method you’ll use to get the data for your research. For example, a case study, survey, interviews, a clinical trial, or user tests.
• Definitions: a glossary for the research plan, explaining the terminology that you use throughout the document.
• Conceptual frameworks:  a conceptual framework helps illustrate what you think you’ll discover with your research. In a sense, it’s a visual representation of a more complex hypothesis.

For commercial plans, there will also likely be a budget and timeline estimate, as well as concrete hypothetical benefits for the company (such as how much money the project should save you).

OK, so you’ve got a handle on the building blocks of a research plan, but how should you actually write it?

How do you write a research plan on monday.com?

The first, and perhaps most crucial part of having a good research plan is having the right medium for creating and sharing it. Using a pre-defined template can also make it much easier to get started.

On monday.com, you can choose from several templates like the Project Proposal Template or better yet the Research Power Tools Template to manage all aspects of your project including important communication with internal and external stakeholders and teammates.

Use your template to:

• Create workdocs
• Upload assets
• Provide feedback
• Assign task owners
• Automate communication

The next step in writing a research plan is choosing the topic. To pick the right topic, focus on these factors:

• What are the priorities of the potential funder/employer, such as the company or institution?
• Are there any relevant recent studies with results you can build on and explore with further research?
• Can you creatively adapt your experience — whether post-grad or professional — to make you the natural candidate? They don’t just need to believe in the research project, but also in your ability to manage it successfully.

Do your research, no pun intended. Once you’ve got the topic, you need to work on fleshing out the core ideas with the building blocks we mentioned above.

• Get specific with your research questions and goals. Don’t go with, “how can we revolutionize our HR practices?” Instead use, “what is the economic and environmental impact of only accepting digital CVs?”
• Use clear language aimed at gatekeepers.  If it’s a CTO (Chief Technology Officer) or a lab committee, you can use well-known technical terms. If they aren’t technical experts, adjust accordingly.
• Include preliminary data or highlight similar studies.  For companies, showing that a similar approach helped a competitor is a better argument than an empty assertion.

The recommended length of the plan depends on who you’re sending it to and their expectations. If possible, look at successful examples or directly ask your potential employers about their preferences. Not only do you need the right idea, but you also need to present it in the right way for your research project to have a fighting chance.

What is a good research plan?

A good research plan is one that gets accepted and funded to start doing the research.

If you want to plan a pivotal study, it’s not enough to consider the problem in a vacuum. You also need to evaluate how you can best communicate the value of your project to the gatekeepers.

Consider the entirety of your current situation and what that means for your project.

For example, inputs like funding, staff, IP, and how the scale of the project lines up with your company’s research budget. Or how it aligns with the goals of a University program. If the primary goal of the research is to impact a company or government agency directly, you should consider these stages of research engagement.

( Image Source )

• Inputs: anything from funding and staff to company IP that you need to both run the project and implement any results. Does this line up with the budget?
• Activities: case studies, trials, surveys, the actual research.
• Outputs: the final reports, any publications, and raw data.
• Outcome: how will it directly impact the company, organization, or larger society?
• Impacts: what are the indirect benefits or downsides?

In an internal research proposal, you can outline these aspects in separate sections. That allows different execs or managers to focus on the details that matter most to them. You must also work to engage stakeholders  and make sure that they understand the importance of your project.

Frequently asked questions

What are the 5 purposes of research.

The 2 primary purposes of research are to gather information or test an existing theory. When broken down further, you can see 5 more specific purposes:

• Exploratory research  is an early-stage inquiry that explores a topic for further study down the line, like exploring the deep ocean with a submersible vehicle.
• Descriptive research  aims to explore and describe a specific substance, person, or phenomenon.
• Explanatory research  is about figuring out the causal relationship, why something happens.
• Predictive research  is all about trying to predict what might happen in specific situations based on the properties of the research object.
• Meta-research  looks for overarching insights from multiple sources and tests the validity of common hypotheses.

What is a research work plan?

A research work plan is another name for a research plan, which is a critical component of any research proposal. Universities, labs, and companies use them to evaluate research projects before they decide to accept them.

As a researcher, it’s essential when targeting a funding opportunity of any kind.

What are the methods of research?

There are many research methods ranging from a simple online survey to a high-budget clinical study. Here are some examples of popular data collection methods:

• Clinical trials
• Experiments
• Case studies
• Observations

Which one is right for your plan depends on your hypothesis, goals, industry regulations, and more.

Create a dynamic research plan

If you want to turn your research project into a reality, you need to go beyond the academic and into management mode.

With a template from monday.com, you can plan out a research project from start to finish. Including goals and objectives, budget estimates, milestones, and more.

Send this article to someone who’d like it.

What is Research Design? Features, Components

• Post last modified: 13 August 2023
• Reading time: 15 mins read
• Post category: Research Methodology

What is Research Design?

Research design refers to the overall strategy or plan that a researcher outlines to conduct a study and gather relevant data to address a research question or test a hypothesis. It serves as a blueprint for the entire research process, providing a structure and guidance for the collection, analysis, and interpretation of data.

In the field of research, the major purpose of research is to find a solution for a given research problem. The researcher can find a solution to a research problem by ensuring that he/she uses an appropriate research design.

Table of Content

• 1 What is Research Design?
• 2 Concept of Research Design
• 3 Need and Features of Research Design
• 4.1 Neutrality
• 4.2 Reliability
• 4.3 Performance
• 4.4 General practice
• 4.5 Qualitative
• 4.6 Quantitative
• 5.1 Research questions
• 5.2 Course suggestions
• 5.3 Unit analysis
• 5.4 Data linking and propositions
• 5.5 Interpretation of findings from the study

The chances of success of a research project depend on how the researcher has taken care to develop a research design that is in line with the research problem. A research design is created or developed when the researcher prepares a plan, structure and strategy for conducting research.

Research design is the base over which a researcher builds his research. A good research design provides vital information to a researcher with respect to a research topic, data type, data sources and techniques of data collection used in the research. In this chapter, you will study about the concept of research design, its need, features, components, etc.

Next, the chapter will describe the types of research design, research design framework, and types of errors affecting research design. Towards the end, you will study about the meaning of experiments and types of experiments.

Concept of Research Design

The research design refers to the framework of research methods and techniques selected by a researcher. The design chosen by the researchers allows them to use appropriate methods to study and plan their studies effectively and in the future. The descriptive research method focuses primarily on defining the nature of a class of people, without focusing on the “why” of something happening.

In other words, it “explains” the topic of research, without covering why “it” happens. Let us study in detail about the concept of research design, its requirements, features or characteristics, designing research framework its related case studies and observations.

Cross-sectional and longitudinal studies, casual research and errors arising while designing the research which are related to improper selection of respondents. This is a framework for determining the research methods and techniques to be used. This design enables researchers to set the research methods that are most relevant to the subject.

The design of the research topic describes the type of research (testing, research, integration, experimentation, review) and its sub-type (test design, research problem, descriptive case study). Research design can also be considered as the blueprint for collection, measurement and analysis of data.

The type of research problem the organisation is facing will determine the structure of the research and not the other way around. The study design phase determines which tools to use and how to use them. Impact studies often create less bias in the data and increase confidence in the accuracy of the data collected. A design that produces a small error limit in test studies is usually considered to be the desired result.

In research, the important things are:

• A specific statement of intent
• Strategies used to collect and analyse data
• Type of research methodology
• Potential objections to research
• Research study settings
• Analysis rating

Need and Features of Research Design

Much of what we do in our daily lives is based on understanding, what we have learned from others, or what we have learned through personal experience or observation. Sometimes, there are conflicting ideas about what is good or what works in a particular situation.

In addition, what works in one situation or situation may be ineffective or even harmful in another, or it may be combined with other measures. Psychological techniques ignore the impact of external factors that can influence what is seen. Even in health care settings, there are gaps in knowledge, ideas about how something can work better and ideas for improvement.

Since health professionals cannot afford to be risky, research is needed. For clinical trials, this is also a legal requirement that pharmaceutical companies cannot obtain marketing authorisation (i.e., permission to sell their new drugs) until they are approved by the relevant authorities.

Another advantage of doing research is that in most studies, the findings can be statistically recorded and statistically evaluated to determine if the findings are significant (meaning how much they can be called with a certain degree of certainty that they are not just a risk factor).

With limited studies, results can usually be performed in a broader population (for example, in people with dementia, caregivers, GPs, or generalised individuals, depending on the study group). This is because steps would be taken to ensure that the group of participants in the study, represented other people in that category, as far as possible.

The advantage of many quality studies is that they allow for a thorough investigation of a particular aspect of the human experience. They give people the opportunity to express in their own words how they feel, what they think, and how they make sense of the world around them.

In some cases, the results may be passed on to others as conditions. However, the advantage of quality studies is that it provides rich, logical and insightful information on the complexity of human experience with all the contradictions, differences and idiosyncrasies. Others discuss topics that have not been researched before and maybe facing issues that are controversial, critical, or illegal.Some courses also work to give voice to vulnerable or small groups

Features of Research Design

Proper research design makes your study a success. Effective research provides accurate and impartial information. You will need to create a survey that meets all the key design features. Key features of a good research design are:

When planning your study, you may need to think about the details you are going to collect. The results shown in the study should be fair and impartial. Understand the ideas about the last scores tested and the conclusions from most people and consider those who agree with the results obtained.

Reliability

With regular research, the researcher involved expects the same results regularly. Research design should be developed in a way that good research questions are developed and quality results are ensured. You will only be able to access the expected results if your design is reliable.

Performance

There are many measuring tools available. However, the only valid measurement tools are those that assist the researcher in measuring results according to the research purpose. The list of questions created from this project will be valid.

General practice

The effect of your design should apply to people and not just to the restricted sample. A comprehensive design means that your survey can be done on any part of the people with the same accuracy. The above factors affect the way respondents respond to research questions and therefore all of the above factors should be balanced in good design. The researcher must have a clear understanding of the different types of study design in order to choose which model to use in the study.

Qualitative

Quality research helps in understanding the problem and to develop hypothesis. Researchers rely on high-quality research methods that conclude “why” a certain idea exists and what “responders” say.

Quantitative

A quantitative study is one of the situations in which statistical conclusions are arrived at on the basis of collected data. Numbers provide a better idea of how to make critical business decisions. Research is needed for the growth of any organisation. The information taken from the data and the analysis of the hard data is very effective in making decisions related to the future of the business.

Components of Research Design

The main purpose behind the design of the study is to help avoid a situation where the evidence does not address the main research questions. The research design is about a logical problem and not a planning problem.

The five main components of a research design are:

Research questions

Course suggestions.

• Units of analysis
• Linking data to propositions
• Interpretation of the findings of the study

The components of research design apply to all types of standardised, extra-terrestrial research, whether physical or social sciences.

This first item raises the type of question – about “who,” “what,” “where,” “how,” and “why” – provides important clues as to the proper research methodology used. Use three paragraphs: First, use the books to reduce your interest in one or two topics. In 2nd paragraph, take a closer look — or cut — a few key lessons from your favorite topic. Find questions in those few studies and conclude with new questions for future research. In the 3rd paragraph, check out another science group on the same topic. They may offer support for your potential questions or suggest ways to sharpen it.

Each suggestion directs the focus to something needed to be tested within the study. Only if you are forced to give some suggestions will you go the right way. For example, you would think that businesses are cooperating as they receive the same benefits. This suggestion, in addition to highlighting an important theoretical issue (that some corporate incentives do not exist or do not matter), also begins to tell you where to look for related evidence (defining and determining the magnitude of specific benefits in each business).

Unit analysis

It is associated with the basic problem of defining what “case” is – a problem that has affected many researchers at the beginning of the study. Take the example of medical patients. In this case, the person is being studied, and that person is an important unit of analysis.

Information about the right person will be collected, and few such people can be part of a multidisciplinary investigation. You will need study questions and suggestions to help you find the right information to collect about this person or people. Without such questions and suggestions, you may be tempted to cover “everything” about the person (s), which is not possible.

Data linking and propositions

Data linking methods and propositions such as pattern, definition structure, time series analysis, logic models and cross-case synthesis. The actual analysis will require you to compile or calculate your study data as a direct indication of your initial study suggestions.

Interpretation of findings from the study

Statistical analysis determines whether the research results support the hypothesis. Several statistical tests, for example, T-tests (determining whether two groups are statistically different from each other), Chi-square tests (where data is compared with the expected result), and oneway analysis of variance (provides multiple group comparisons), are performed by data type, number, and types of variables and data categories.

Statistical analysis provides some clear ways to translate. For example, according to the agreement, social science looks at a level below -55 to show that perceived differences are “statistically significant.” On the other hand, the analysis of many cases will not depend on the use of statistics and therefore focuses on alternative approaches to these approaches.

Business Ethics

( Click on Topic to Read )

• What is Ethics?
• What is Business Ethics?
• Values, Norms, Beliefs and Standards in Business Ethics
• Indian Ethos in Management
• Ethical Issues in Marketing
• Ethical Issues in HRM
• Ethical Issues in IT
• Ethical Issues in Production and Operations Management
• Ethical Issues in Finance and Accounting
• What is Corporate Governance?
• What is Ownership Concentration?
• What is Ownership Composition?
• Types of Companies in India
• Internal Corporate Governance
• External Corporate Governance
• Corporate Governance in India
• What is Enterprise Risk Management (ERM)?
• What is Assessment of Risk?
• What is Risk Register?
• Risk Management Committee

Corporate social responsibility (CSR)

• Theories of CSR
• Arguments Against CSR
• Business Case for CSR
• Importance of CSR in India
• Drivers of Corporate Social Responsibility
• Developing a CSR Strategy
• Implement CSR Commitments
• CSR Marketplace
• CSR at Workplace
• Environmental CSR
• CSR with Communities and in Supply Chain
• Community Interventions
• CSR Monitoring
• CSR Reporting
• Voluntary Codes in CSR
• What is Corporate Ethics?

Lean Six Sigma

• What is Six Sigma?
• What is Lean Six Sigma?
• Value and Waste in Lean Six Sigma
• Six Sigma Team
• MAIC Six Sigma
• Six Sigma in Supply Chains
• What is Binomial, Poisson, Normal Distribution?
• What is Sigma Level?
• What is DMAIC in Six Sigma?
• What is DMADV in Six Sigma?
• Six Sigma Project Charter
• Project Decomposition in Six Sigma
• Critical to Quality (CTQ) Six Sigma
• Process Mapping Six Sigma
• Flowchart and SIPOC
• Gage Repeatability and Reproducibility
• Statistical Diagram
• Lean Techniques for Optimisation Flow
• Failure Modes and Effects Analysis (FMEA)
• What is Process Audits?
• Six Sigma Implementation at Ford
• IBM Uses Six Sigma to Drive Behaviour Change
• Research Methodology
• What is Research?
• What is Hypothesis?
• Sampling Method
• Research Methods
• Data Collection in Research

Methods of Collecting Data

• Application of Business Research
• Levels of Measurement
• What is Sampling?
• Hypothesis Testing

Research Report

• What is Management?
• Planning in Management
• Decision Making in Management
• What is Controlling?
• What is Coordination?
• What is Staffing?
• Organization Structure
• What is Departmentation?
• Span of Control
• What is Authority?
• Centralization vs Decentralization
• Organizing in Management
• Schools of Management Thought
• Classical Management Approach
• Is Management an Art or Science?
• Who is a Manager?

Operations Research

• What is Operations Research?
• Operation Research Models
• Linear Programming
• Linear Programming Graphic Solution
• Linear Programming Simplex Method
• Linear Programming Artificial Variable Technique
• Duality in Linear Programming
• Transportation Problem Initial Basic Feasible Solution
• Transportation Problem Finding Optimal Solution
• Project Network Analysis with Critical Path Method
• Project Network Analysis Methods
• Project Evaluation and Review Technique (PERT)
• Simulation in Operation Research
• Replacement Models in Operation Research

Operation Management

• What is Strategy?
• What is Operations Strategy?
• Operations Competitive Dimensions
• Operations Strategy Formulation Process
• What is Strategic Fit?
• Strategic Design Process
• Focused Operations Strategy
• Corporate Level Strategy
• Expansion Strategies
• Stability Strategies
• Retrenchment Strategies
• Competitive Advantage
• Strategic Choice and Strategic Alternatives
• What is Production Process?
• What is Process Technology?
• What is Process Improvement?
• Strategic Capacity Management
• Production and Logistics Strategy
• Taxonomy of Supply Chain Strategies
• Factors Considered in Supply Chain Planning
• Operational and Strategic Issues in Global Logistics
• Logistics Outsourcing Strategy
• What is Supply Chain Mapping?
• Supply Chain Process Restructuring
• Points of Differentiation
• Re-engineering Improvement in SCM
• What is Supply Chain Drivers?
• Supply Chain Operations Reference (SCOR) Model
• Customer Service and Cost Trade Off
• Internal and External Performance Measures
• Linking Supply Chain and Business Performance
• Netflix’s Niche Focused Strategy
• Disney and Pixar Merger
• Process Planning at Mcdonald’s

Service Operations Management

• What is Service?
• What is Service Operations Management?
• What is Service Design?
• Service Design Process
• Service Delivery
• What is Service Quality?
• Gap Model of Service Quality
• Juran Trilogy
• Service Performance Measurement
• Service Decoupling
• IT Service Operation
• Service Operations Management in Different Sector

Procurement Management

• What is Procurement Management?
• Procurement Negotiation
• Types of Requisition
• RFX in Procurement
• What is Purchasing Cycle?
• Vendor Managed Inventory
• Internal Conflict During Purchasing Operation
• Spend Analysis in Procurement
• Sourcing in Procurement
• Supplier Evaluation and Selection in Procurement
• Blacklisting of Suppliers in Procurement
• Total Cost of Ownership in Procurement
• Incoterms in Procurement
• Documents Used in International Procurement
• Transportation and Logistics Strategy
• What is Capital Equipment?
• Procurement Process of Capital Equipment
• Acquisition of Technology in Procurement
• What is E-Procurement?
• E-marketplace and Online Catalogues
• Fixed Price and Cost Reimbursement Contracts
• Contract Cancellation in Procurement
• Ethics in Procurement
• Legal Aspects of Procurement
• Global Sourcing in Procurement
• Intermediaries and Countertrade in Procurement

Strategic Management

• What is Strategic Management?
• What is Value Chain Analysis?
• Mission Statement
• Business Level Strategy
• What is SWOT Analysis?
• What is Competitive Advantage?
• What is Vision?
• What is Ansoff Matrix?
• Prahalad and Gary Hammel
• Strategic Management In Global Environment
• Competitor Analysis Framework
• Competitive Rivalry Analysis
• Competitive Dynamics
• What is Competitive Rivalry?
• Five Competitive Forces That Shape Strategy
• What is PESTLE Analysis?
• Fragmentation and Consolidation Of Industries
• What is Technology Life Cycle?
• What is Diversification Strategy?
• What is Corporate Restructuring Strategy?
• Resources and Capabilities of Organization
• Role of Leaders In Functional-Level Strategic Management
• Functional Structure In Functional Level Strategy Formulation
• Information And Control System
• What is Strategy Gap Analysis?
• Issues In Strategy Implementation
• Matrix Organizational Structure
• What is Strategic Management Process?

Supply Chain

• What is Supply Chain Management?
• Supply Chain Planning and Measuring Strategy Performance
• What is Warehousing?
• What is Packaging?
• What is Inventory Management?
• What is Material Handling?
• What is Order Picking?
• Receiving and Dispatch, Processes
• What is Warehouse Design?
• What is Warehousing Costs?

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Research methodology MCQs

Also useful for B.Com/M.Com, NTA NET / JRF and SET Exam

In this Post You will get Additional 20  MCQs on Research Problem & Research Plan  which is very helpful for the students of B. Com, M. Com,  NTA NET and SLET Exam . More than 200 MCQs are added including the first part and more questions will be added soon.

Research methodology Chapter wise MCQs are also available on our blog. Links are given below:

a)  Research Methodology MCQs [Part 1] (40 Questions)

b) Research Methodology MCQS Part I1 (35 Questions)

c) Sampling MCQs (35 Questions)

d) MCQ on Research Problem and Research Plan (20 Questions)

e) Collection of data MCQs (33 Questions)

f) MCQ on Research Report Writing (30 Questions)

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1. Research process begins with:

a) Identification of research problem.

b) Research design.

c) Collection of data.

d) Report writing.

Ans: a) Identification of research problem

2. Which of the following problems require research?

a) Why brand Z is more popular than brand Y?

b) Why people of Assam preferred Tea than Coffee?

c) How price affects sale of any product?

d) All of the above.

Ans: d) All of the above .

3. Research is a process of:

a) Repeated search for facts.

b) Search for a problem.

c) Collecting primary and secondary data.

d) Preparing report on a problem.

Ans: a) Repeated search for facts.

4. If the researcher is not familiar with research problem, then which study is conducted to acquire knowledge of the subject?

a) Pre-testing.

b) Pilot-study.

c) Detailed-study.

d) Analytical-study.

Ans: b) Pilot-study .

5. Which of the following is true?

a) A good research design is such which gives minimum experimental error.

b) If data is insufficient, then the research problem will exist.

c) Technological changes are a constant search problem for research.

Ans: d) All of the above.

6. Research design strategy encompasses all of the components below except:

a) Data collection design.

b) Sampling design.

c) Instrument development.

d) Data analysis.

Ans: d) Data analysis .

 7. Research design refers to the:

a) Plan that specify how data should be collected and analyzed for the purpose of research.

b) Analysis of data for the purpose of preparing research report.

c) Steps necessary to define the research problem.

d) Suggestions made in the report about the research problem.

Ans: a) Plan that specify how data should be collected and analyzed for the purpose of research.

8. Research design is a  blue-print of  any research work.  

Ans: True .

9. Which is an important feature of a good research plan?

a) A good research design gives minimum experimental error.

b) A good research design should be flexible, efficient and appropriate.

c) A good research design should be economical.

10. All full fledge miniature study of research problem is called:

11. Pre-testing helps in:

a) Formulation of schedules and questionnaires.

b) Improvement of schedules and questionnaires.

c) Revealing the strength and weakness of schedules and questionnaires.

12. Why do you need to review the existing literature?

a) To make sure you have a long list of references.

b) Because without it, you could never reach the required word – count.

c) To find out what is already known about your area of interest.

d) To help in your general studying.

Ans: c) To find out what is already known about your area of interest .

13. The purpose of literature review is to:

a) Get some idea about the project.

b) Helps in framing research questions and hypothesis.

c) Get an idea about the availability of data and materials about the proposed areas.

14. Research is based on:

a) Primary data.

b) Secondary Data.

c) Both a & b.

d) None of the above.

Ans: c) Both a & b .

15. List out the important elements of research design.

a) Need and important of the study.

b) Review of existing literature.

c) Scope and Objectives of the study.

d) Hypothesis formulation.

e) Source of data collection.

f) Method, tools and techniques of data collection.

g) Data analysis.

h) All of the above.

16 Formulation of research problem is the:

a) First stage in research process.

b) Last stage in research process.

c) Middle stage in research process.

Ans: a) First stage in research process.

17. A research problem is feasible only when:

a) It is researchable,

b) It consists of independent and dependent variables.

c) When it has utility and relevance.

18. Hypothesis cannot be stated in:

a) General terms.

b) Declaration terms.

c) Null and Questions terms.

d) Directional terms.

Ans: a) General terms .

19. _______ is compared to Mariner’s Compass in sea voyage

a) Research Problem.

b) Data collection.

c) Sampling.

d) Research design.

Ans: d) Research design.

20. _______ prevent a researcher from blind search and intellectual wandering

c) Research tools.

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5 ways i make sure my pixel 6 is still good enough in 2024.

You don't need to buy the latest and greatest phone

It has been three years since I first turned on my Pixel 6, and you know what? It's still a great phone. The battery still gets me through the day, and the camera still produces stunning photos. It was never a great gaming phone; I would have gone with something more powerful for that . I'm a Google fan and the Pixel 6 is still one of the best Google Pixel phones .

I know it won't stay snappy forever. It's already beginning to get long in the tooth, especially when compared to the latest smartphones. But I'm cheap, so I'll push it as long as possible. Here's how I've done it so far.

Best phones for battery life in 2024

1 battery health for the win, keeping the battery alive is the most important part of long-term phone use.

You may have heard that you should never let your smartphone battery hit zero. I don't know if that's true or not, but it's an urban myth I stick to. I aim to keep my Pixel 6 battery over 20% at all times. It seems to have worked because I haven't had to scramble for a charger in the three years I've owned it.

Temperature matters, too. Heat can age a battery faster than anything, so I keep my phone out of direct sunlight and never leave it in the car. I live in Ottawa, Canada's beautiful but cold capital city, so I don't have to deal with extreme heat most of the time. But were I to live somewhere like Arizona or Texas, I would take great pains to keep my Pixel 6 cool. That also means avoiding wireless charging, which heats things up regardless of where I live. I stick with cables for charging and my battery seems to agree with this decision.

2 Optimized storage

Avoid the bloat and keep the phone snappy.

Apps are cool and all, but Google's Pixel experience is great precisely because it sticks to the necessities. Google's stock apps take care of most of my mobile needs – email, calendar, notes, and music are all covered. I add a few essentials to my phone, such as Tasker and Uber, and my banking app, but that's about it. Less clutter means fewer background processes slowing everything down.

Every few months or so I'll do an "app audit" and delete anything I haven't touched. This frees up a lot of space and takes the pressure off the phone, which has kept it snappy even in 2024. Another trick I use is the Files by Google app, which can hunt down large downloads and duplicate files. It only takes a few taps to get rid of junk and give my Pixel 6 some more life.

3 Updates are my friend

Performance boosts and security are important for longevity.

I love updates. Heck, I even update my Windows 11 desktop PC every time it nags me. Updates have been essential for keeping my Pixel 6 going all these years. Not every update brings mind-blowing changes, but routine security patches and little boosts to performance from the good folks over at Google have kept my Pixel 6 running perfectly for three years now.

I don't use automatic updates. It's just a weird quirk of mine. I enjoy reading what each update brings and manually installing each of them on my Pixel 6. This is probably a weird thing only those of us in the tech space do. Of course, automatic updates are probably preferable for most people. Your phone will get what it needs while you sleep comfortably overnight. Thankfully, it doesn't matter how you get yours, because unlike some phone manufacturers ( cough Apple cough ), Google's apps can be updated individually through the Play Store.

4 Practice app safety

Use only google-verified apps from legit app stores.

One of the benefits to being a cheapskate is I generally avoid scams. That has translated to being careful about the apps I put on my Pixel 6. I stick to the Google Play Store and avoid random "free" apps from shady websites. Google Play Protect is a great program that hasn't led me wrong thus far.

I also don't grant all the permissions to the apps I install. There's no reason the official Reddit app needs to access my contacts and track my precise location. Not allowing these kinds of permissions helps maintain battery life and keeps background processes at a minimum, which keeps my Pixel 6 running like new.

5 Physical care is prevention

Treat the phone like the $1000 investment it is.

A little physical care goes a long way in keeping this "old" phone running. My Pixel 6 is an investment, after all. I want it not only to work its best but to look great to boot. A screen protector is a must-have. A good case is essential. These two things have saved my phone from drops and scratches too many times to count. I'm a dad with two little kids, and I'm Canadian. That means I spend a lot of time in the great outdoors with rugrats, so I can't imagine not protecting my phone.

I also practice regular cleaning. A microfiber cloth keeps smudges at bay and removes dust build-up. I'll sometimes use a toothpick to remove any lint from the charging port and speaker grills. Somehow, this has all worked because my Pixel 6 looks like new and still sounds great, too!

The longest I've had a phone

This aging device lasted longer than I ever thought it would

Following just a few basic steps has kept my Pixel 6 running for three years. I'm not exaggerating here. It's seriously as snappy as the day I got it back in 2021. It may not be as fast as today's Tensor 3 and Snapdragon 2 Gen 3 processors, but it is still fast enough.

This will be the year I upgrade, however. It's time for new camera features and a faster processor. I'm patiently waiting for the Pixel 9. In the meantime, my Pixel 6 will keep ticking far into the future.

Google's plan to grow Pixel with pop culture ads and sponsorships is working

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• university of new orleans
• campus news
• two uno chemistry professors selected for nsf career awards

CAMPUS NEWS: APRIL 26, 2024

Nsf career awards, two uno chemistry professors selected for nsf career awards.

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University of New Orleans chemistry professors Phoebe Zito and David Podgorski have been selected for a National Science Foundation CAREER Award.

Two University of New Orleans chemistry professors have been awarded CAREER grants, the most prestigious award presented by the National Science Foundation. Chemists David Podgorski and Phoebe Zito, whose expertise is in environmental chemistry, are the recipients of a 2024 Faculty Early Career Development Program award.

The award seeks to support faculty who have the potential to serve as academic role models in research and education and to lead advances in the mission of their department or organization. In selecting recipients, the NSF favors research with the potential to build a firm foundation for a lifetime of leadership in integrating education and research.

"The awarding of two prestigious NSF Career Awards to Dr. Zito and Dr. Podgorski in the Chemistry Department is unheard of and is a testament to their outstanding skills as researchers in environmental effects of pollutants on ecosystem health across a broad range of environments,” said Steven Johnson, dean of the College of Sciences.

The awards, which are for five years, each total more than $700,000. The NSF awarded only 500 CAREER grants for the 2024 cycle.

“This award validates my path to become an independent researcher in this field. It also attests to the four years I put into the development of this research program, including my plan for education and outreach,” said Zito, who joined UNO’s faculty in 2019.

Podgorski, who has been at UNO since 2017, said receiving the award as a faculty member in the UNO Department of Chemistry is the “cherry on top.”

“It is no secret that UNO lacks the research infrastructure that you would find in other major laboratories. This award is evidence that we can succeed despite those challenges and contribute to bringing resources to UNO instead of going elsewhere to find them,” Podgorski said.

Podgorski applauded the support he receives from his department.

“The work environment is polar opposite from my previous experience,” said Podgorski, who described the climate at a former job as toxic. “The support I received from my colleagues in the Department of Chemistry re-energized me, even through COVID. Although I’ve been relatively successful over the past few years, this award provides confirmation that I have transcended those who tried to bring me down.”

For Zito and Podgorski, who are married, their awards mean double the exposure for their department and having an academic partner who can appreciate the research journey is a bonus.

“One of the perks of marrying your colleague is that you do not have to go on the academic rollercoaster alone and we both support one another’s professional and personal growth,” Zito said. “We couldn’t imagine our lives any other way.”

The awards also serve as testament to the impactful research—both locally and globally—that UNO’s faculty members are conducting, Zito and Podgorski said.

“Our chemistry department is very small, so this type of award means so much to us and helps put us on the map to be competitive at the national level,” Zito said. “Also, UNO is the only public research university in New Orleans. I can use it as a platform to let others know that despite our size and lack of resources, we can still do good science.

“At the end of the day, it helps provide better resources and opportunities for students who come to UNO to study chemistry.”

Podgorski’s Research

Thousands of oil spills occur each year in U.S. waters and energy from the sun can chemically break down the components released in such oil spills, Podgorski said. There are hundreds of thousands of chemical compounds in oil, and the products of their chemical transformation can have deleterious effects on human health and sensitive aquatic ecosystems, he said.

“Louisiana’s coast is invaluable to the state in terms of our economy and food resources,” Podgorski said. “The information obtained from this study will help us understand more about how our coast is impacted after an oil spill. Podgorski’s research, titled “Measurement of Photochemical Mechanisms, Rates, and Pathways of Radical Formation in Complex Organic Compounds,” will study the process, length of time, and compounds that survive when hydrocarbon compounds are exposed to sunlight.

There is a plethora of information about the breakdown and removal process of a couple of hundred small-size polyaromatic hydrocarbons (PAH) in oil by the sun. However, knowledge is lacking about the chemical fate of the large compounds that make-up the fraction known as the unresolved complex mixture (UCM), an important compound class, particularly in oil-spill scenarios, Podgorski said

The research will provide fundamental information on the reactivity of large compounds present in petroleum, he said. Data from the project will show how the sun removes these compounds from the environment and how long it takes.

“Essentially, this information will tell us how the compounds break apart in the environment, where they end up, and whether we should be concerned about them,” Podgorski said. “In turn, this information can be used in risk assessment models.”

In addition, his project will provide training and mentoring to college and high school students.

Zito’s Research

Zito’s research titled, “A Bottom Up Approach Toward Understanding the Sunlight Driven Mechanisms and Pathways for the Release of Metals from Petroleum,” will study how sunlight changes petroleum-bound metals and their impact on ecosystem health.

The energy in sunlight can break down petroleum, but very little is known about the resulting materials, Zito said. Even though the oil is invisible once it has been cleaned up, it can still have detrimental effects on aquatic health, she said. Oil in the presence of sunlight produces compounds that are water-soluble and can mobilize through the water. Several of these compounds contain heavy metals which are frequently found in petroleum mixtures, Zito said.

“This research is important to the public due to the increasing amount of pollution entering our water every day,” Zito said. “In Louisiana there are thousands of oil spills a year, each one having the potential to release heavy metals into the environment.” Research is necessary on heavy metal reactivity as well as heavy metal effects on aquatic life. Data from the project will show how sunlight helps release the metals from petroleum and how their transformations affect the natural biogeochemical cycle, Zito said.

Zito said the research will also include education and outreach activities to introduce students to potential STEM careers, including in industry.

“Educating the community through outreach events and having hands-on research available for New Orleans high school students is a way to spread awareness about the effects of heavy metal pollution on the environment,” Zito said.

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