Skip to McMaster Navigation Skip to Site Navigation Skip to main content
McMaster logo

Research Quality Toolkit

Welcome to the Research Quality Toolkit Resources.

Below you can either filter by Research Quality Resource Categories (left), resource type (middle), or you can enter your own search using keywords, types of resources you’re looking for, or any other specific criteria with which you’d like to filter our Resources (eg., ‘reproducibility ‘ or ‘video’ or ‘introduction’).

We hope this serves as a robust repository for your research requirements.

Resource Listing

How to present the limitations of the study examples

Unsure how to present the limitations of your study? Get some tips and tricks in this straightforward guide

Limited by our limitations

Learn how to meaningfully present the limitations of your research in this straightforward article 

Limitations of the study

Learn about the possible limitations of your study and how to discuss them in your paper in this straightforward guide 

Figures and charts 

Easily learn how to use figures and tables in an accessible and understandable way

Collaborative and group writing 

Need to write a collaborative research paper? Learn tips and tricks for success in this easy-to-follow guide

Crafting scholarship in the behavioral and social sciences

Need help getting published? Learn tips and tricks for success in this in-depth book covering the entire publishing process

Some general guidelines for writing a good social science research paper

Get step-by-step help for writing a successful social science research paper in this straightforward guide

Writing in the social sciences and education

Need help with writing in the social sciences? Find the right resource for what you need from this master list

Organizing your social sciences research paper

Learn how to write a good quality social science research paper in this easy-to-follow guide

Social science research: principles, methods, and practices 

Need help selecting the right research method? Explore your options in this uncomplicated book

Chapter 5 – research design

Which research design should you use? Easily explore your options in this short chapter

Hypothesis testing and hypothesis generating research

Is it hypothesis testing or generation? Learn the difference in this short but informative article

Formulating hypotheses for different study designs

Do you need a hypothesis? Learn about generating hypotheses for different study designs in this easy-to-follow article

Developing a hypothesis

Theory vs. Hypothesis. Learn the difference and what makes a good hypothesis in this informative chapter.

Hypotheses 

What is a hypothesis? Find out in this short and easy-to-follow introduction.

Consent and community engagement in diverse research contexts

Learn about community consent and health research in this article exploring current and future practices

Symbolic power in community- and individual-level informed consent processes

Learn about the power-laden process of obtaining informed consent in this clear and informative article

Explore the particular challenges to informed consent that arise when doing social science research in this approachable article

Are you in social work? Learn about informed consent within your practice in this straightforward guide

Informed consent in social sciences research: ethical challenges

Explore the particular challenges to informed consent that arise when doing social science research in this approachable article

Changing constructions of informed consent

Our understanding of informed consent has changed over time. Learn about those changes from this informative article. 

HiREB forms & templates

Applying for ethics approval from HiREB? Get any form template you might need for your application in this one-stop resource

MacREM templates and guides

Applying for ethics approval from MREB? Get any form template you might need for your application in this one-stop resource

Research ethics board: consent process

Applying to Health Canada-PHAC REB? Learn about the consent process in this straightforward guide

Implementing continuous consent in qualitative research

What is continuous consent? Learn about this approach to consent in this informative and easy-to-follow article

TCPS 2 (2022) – Chapter 3: The Consent Process

Deepen your understanding of the consent process in this in-depth chapter

Guide to informed consent process 

Learn about some important special considerations to the consent process in this quick guide.

Informed consent 

What is informed consent? Learn the basics in this easy-to-follow overview.

Investigating interdisciplinary collaboration

More than just a buzzword? Learn about the challenges faced by interdisciplinarity in academia in this in-depth and approachable book

Strategies for building integration across fields

Learn important strategies for building partnerships across disciplines in this easy-to-follow article

A short guide to building and managing interdisciplinary research teams

Want to do interdisciplinary research but unsure how? Easily learn some key tips and tricks in this nonsense guide

Recommended format for a ‘research protocol’

What’s included in a research protocol? Learn the foundations in this easy-to-follow guide on formatting your own protocol

How to write a successful ethics application

Applying for ethics approval for the first time? Learn some key tips and tricks to ease the process in this nonsense guide 

TCPS 2: CORE-2022 (Course on research ethics)

Conducting research on human participants in Canada? Learn all you need to know in this in-depth online tutorial 

Applying for ethical approval: basic principles

Applying for ethical approval? Learn about the basic principles you’ll need to address in this straightforward guide

Ethics review & certifications

Do you need ethics approval for your project? Learn about McMaster’s ethics approval process from this in-depth guide 

The ethics of social research 

Why ethics? A deep dive into key ethical dilemmas that arise when doing research and why they’re important

Ethical data collection

How did we get here? A straightforward introduction to the importance of ethical practices in our research processes 

What is ethics in research & why is it important?

What the heck is ethical research? Quickly learn the basics in this nonsense introduction to ethics in research

Elements of a data sharing agreement: an example

Learn by example in this breakdown of the essential components of data sharing agreement

Data sharing (or transfer) agreements

Easily learn the basics of data sharing agreements in this short introductory guide

Introduction to anonymisation

Easily learn the what and why to data anonymization in this easy-to-follow set of slides 

Data anonymization 

What is data anonymization? Learn all you need to know in this series of workshops.

Data storage finder

Easily find out which data storage option is best for your data based on its risk level 

McMaster document storage guidelines

Easily navigate through your data storage options as McMaster based researcher in this straightforward guide

MREB data storage and security tools

Applying to MREB? Use this guide to help determine which data security practices are the best for your research project

Best practices for data analysis of confidential data

Learn how to secure your research data while it’s been analyzed from this straightforward list of best practices

Research data security 

Learn how to protect your research data from these easy-to-follow guidelines

File naming conventions

Need some tips for file naming? Use this resource to learn some tricks to hone your file naming practices

Research data management: file organization

Need a file naming structure? Explore your options in this easy-to-follow guide

A reproducible data analysis workflow with R Markdown, Git, Make, and Docker

Learn how to use R Markdown, Git, Make, and Docker to ensure the long-term reproducibility of your R-based data analysis

Drafting and publishing reproducible scientific articles with R markdown

Using R Markdown to create a reproducible article? Learn how to in this in-depth guide

Lecture 4: reproducible research, markdown, git and github

Need help using Markdown and Github? Learn how to use these tools for reproducible research in this easy-to-follow course

Data repositories – comparison

Need help determining which repository is right for you? Compare your options in this accessible grid

Depositing & sharing data online with McMaster Dataverse

Thinking of sharing your data on McMaster’s Dataverse? Learn everything you need to know in this informative webinar

Data repositories

What are data repositories? Learn the basics in this quick introduction 

Guide for reproducible research

What is research reproducibility? Learn about the skills, tools, and best practices in this in-depth guide.

Getting Started – A step-by-step guide to developing a replication project

Building a replication project? Use this guide to help you build a successful project

Tools for reproducibility 

Reproducibility or replicability? Easily explore practices for each in this nonsense guide 

Academic research record keeping: best practices

Learn how to manage your project’s records in this in-depth exploration of research record keeping

Researcher handbook, data management: research records

New to research record keeping? Easily learn the basics in this short how-to guide to ensure your project’s success 

MANTRA – Research data management training

Do you manage lots of research data? Hone your skills in this online course

Data management plan exemplar

Unsure of what a DMP looks like? Use this example to help develop your understanding of DMPs

Rubric for assessment of NSF data management plans

Got a DMP? Now what? Learn about how to assess the effectiveness of your plan in this straightforward guide

DMP Assistant

Need help developing a DMP? Use the DMP Assistant tool to help you every step of the way

Research data management 

Need help with your research data management? Learn about the services available to you from Digital Research Alliance of Canada 

Data management plan

What’s a DMP? Get introduced to data management plans in this short overview

A project management guide for researchers

Need help planning your research project? This guide has got you covered from planning to monitoring to closing out your next project.