These resources were created to compliment our undergraduate statistics lab manual, Applied Data Analysis in Psychology: Exploring Diversity with Statistics, published by Kendall Hunt publishing company. Like our lab manual, these JASP walk-through guides meaningfully and purposefully integrate and highlight diversity research to teach students how to analyze data in an open-source statistical program. The data sets utilized in these guides are from open-access databases (e.g., Pew Research Center, PLoS One, ICPSR, and more). Guides with step-by-step instructions, including annotated images and examples of how to report findings in APA format, are included for the following statistical tests: independent samples t test, paired samples t test, one-way ANOVA, two factor ANOVA, chi-square test, Pearson correlation, simple regression, and multiple regression.

Each guide has multiple authors who contributed to their creation. Authors and acknowledgements are listed at the end of each guide. We would like to thank M. Elizabeth Barnes, Jasmine M. Truong, Daniel Z. Grunspan, and Sara E. Brownell for making their data available through PLoS One for our Independent Samples t test guide. We would like to thank Victoria L. Banyard, Elizabeth G. Plante, and Mary M. Moynihan for making their data available through the Inter-university Consortium for Political and Social Research (ICPSR) for our Paired Samples t test guide. We would like to thank Ilan H. Meyer, Stephen T. Russell, Phillip L Hammack, David M. Frost, and Bianca D. M. Wilson for making their data available through the Inter-university Consortium for Political and Social Research (ICPSR) for our One-Way ANOVA guide. We would like to thank the Pew Research Center for generously making their data available for secondary analysis for our Two-Way ANOVA and Chi-Square Test guides. We would like to thank Jinlong Li, Na Wu, and Shengxu Xiong for generously publishing their data through PloS One for our Pearson Correlation and Regression guides. Finally, we appreciate Dr. Kristen Black’s edits and suggestions during the creation of these materials.