Psychology Research Tools

Welcome to our Psychology Research Tools Hub, a collection of free online tools designed to help psychology students, researchers, and academics streamline their work. Whether you're tackling complex statistical analysis, need help formatting references in APA style, or require assistance with creating informed consent and debrief forms, we’ve got you covered. Our tools are tailored to save you time, ensure accuracy, and help you focus on what really matters – the research itself.

Analysis Advisor Tool

If you're a psychology student or researcher wondering which statistical test to use for your study, this tool is here to help. Designed for simplicity and precision, the Statistical Analysis Recommendation Tool takes the guesswork out of choosing the right statistical method. Just input basic details about your data, such as the number of groups, variables, and the type of data you’re working with, and the tool will suggest the most appropriate analysis method—whether it’s a t-test, ANOVA, regression, or something more advanced. Perfect for anyone working on dissertations, experiments, or academic projects!

Sample Size Calculator

This Sample Size Calculator with confidence levels and standard deviations is a powerful tool designed to help psychology students and researchers determine the minimum number of participants required for their experiments. By entering values such as the desired effect size, power, and significance level, users can ensure that their research is appropriately designed to detect meaningful differences or relationships. Whether you're conducting a t-test, ANOVA, or other statistical analysis, this tool helps you plan your study with confidence and reduce the risk of statistical errors like Type I and Type II errors.

APA Table Formatting Converter

The APA Table Formatting Converter is an easy-to-use tool designed specifically for psychology students and researchers who need to format their data tables according to the APA 7th edition guidelines. Whether you are preparing tables for your research paper, thesis, or dissertation, this tool automatically formats your raw tables, ensuring they comply with the strict style requirements of the American Psychological Association (APA). Simply paste your table data into the tool, and within moments, you will receive a properly formatted APA-style table, ready to be copied and pasted into your document.

Informed Consent & Debriefing Form Generator

The Informed Consent & Debriefing Form Generator is a user-friendly tool designed for psychology students and researchers. This tool helps generate APA-compliant Informed Consent and Debriefing forms tailored to your specific research study. Simply input your study details, and the generator will create professional, ethically sound documents, ensuring you meet the required ethical guidelines and standards in psychological research.

APA Reference Organizer & Formatter

The APA Reference Organizer & Formatter is an easy-to-use online tool designed to help psychology students, researchers, and academics quickly organize and format their references according to APA style guidelines. By simply pasting a list of references, the tool automatically sorts them alphabetically and applies the correct APA formatting, including proper punctuation, capitalization, and hanging indents. This tool saves time and ensures that your citations are in line with APA standards, allowing students and researchers to focus on their work rather than formatting.

Effect Size + Power Visualizer for T-tests for Psychology Research

The Effect Size + Power Visualizer for T-tests is a free, web-based tool designed to help psychology students, researchers, and educators calculate statistical power and determine required sample sizes for common t-tests. This tool makes it easy to understand and visualize how effect size, statistical power, alpha level, and sample size are interconnected — essential for designing reliable and publishable research studies.

With interactive graphs and APA-style ready outputs, this tool allows you to quickly explore how changes in your study design impact statistical power — without needing to install any software or create an account.

APA-Style Graph Maker for Psychology and Social Science

The APA-Style Graph Maker is a free, web-based tool that allows students, researchers, and educators to create publication-ready graphs that comply with APA (American Psychological Association) formatting guidelines. Designed for psychology and social science research, this tool makes it easy to generate bar graphs, line graphs, and scatterplots, complete with error bars (standard error, standard deviation, or confidence intervals).

With a simple user interface and no need for downloads or specialized software, users can instantly generate graphs, customize labels and titles, and download high-quality images (PNG) for direct use in research papers, presentations, and reports.

APA Results Reporting Generator

The APA Results Reporting Generator is a free, easy-to-use online tool designed to help psychology, social science, and behavioural science students and researchers quickly and correctly format statistical test results in APA 7th edition style. Whether you're reporting a t-test, ANOVA, correlation, or chi-square test, this tool provides instant, formatted output that is ready to copy and paste into assignments, theses, dissertations, and journal articles.

Dark Triad SD3 Personality Test Profile Generator

The Dark Triad SD3 Profile Generator is a free online tool designed to help psychology students, researchers, and anyone interested in personality science easily measure and understand their Dark Triad traits — Machiavellianism, Narcissism, and Psychopathy — based on the Short Dark Triad (SD3) scale.

Video Game Player Type Analyzer

The Player Type Analyzer is a design tool that helps game developers, designers, and researchers understand how different gameplay mechanics and systems appeal to various types of players. By answering these questions about your game, you will get a visual breakdown of how your game aligns with three leading models of player motivation: Bartle's Player Types, Yee's Gamer Motivations, and the Hexad User Types.