Statistics

Activity: A 2×3 Factorial ANOVA calculation and interpretation: From Data Through Follow-Up Tests and Conclusions

This assignment utilizes the Teach Psych Science resource Summary steps for conducting a Factorial ANOVA: From data through follow up tests and conclusions to calculate and interpret a 2X3 factorial ANOVA data set from scratch (all hand calculations). A research scenario and data are provided. Click here for the activity.

Examples: Data Visualization

The Data Visualization Catalogue is a project developed by Severino Ribecca to create a library of different information visualization types. This site features most every type of data visualization you an imagine (including some of the most common in psychology– bar chart). Each contains a description, examples, tools for creation, and a video. You can access the site …

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Three Things You Can do to Make Your Data Tables More Visual

Tables that contain a lot of data can be difficult to understand. This article from PolicyViz.com shows a few ways to make that information more manageable by simplifying information, highlighting key pieces, and using the right type of chart. You can find the full article here.

Resources: Stats of Doom

A comprehensive site created by Dr. Erin Buchanan offering lecture materials and videos for a full range of statistics concepts covered in a basic/introductory course (descriptives, graphs, z-scores, t-tests, ANOVA, correlation, regression, chi-square, etc.). Coverage also includes materials for several statistics packages (e.g., SPSS, JASP, R) Here is a link for a basic course. There …

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Careers in Research Methods, UX, and Statistics

Arizona State University has a fantastic site where the post videos and career information (e.g, estimated salaries and suggested coursework) for a range of potential psychology careers, including statistics. On the research methods and user experience career page, they explain “In the fields of applied research, you will utilize your knowledge of research methods to …

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Jamovi Assignments for Introductory Statistics

Kimberly A. Barchard (LinkedIn), Matthew R. Helm, John D. Watt from the Interactive Measurement Group at University of Nevada, Las Vegas have created a series of Jamovi assignments.  These assignments take students from the basics of opening data files to the complexities of creating a professional conference poster. These assignments use real data that were collected …

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Principles to Improve Instructional Videos’ Effectiveness

This is an article on The Effortful Educator from Blake Harvard (Twitter: @effortfuleduktr) that reviews “Five ways to increase the effectiveness of instructional video.” Going forward, because more of us will need to create videos for our courses, we should learn as much as we can about making those videos as effective as possible. In …

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NOBA: Statistical Thinking

A chapter by Beth Chance and Allan Rossman that introduces several key topics in statistics such as: distributions, p-values, confidence intervals, samples/populations, and drawing statistical conclusions . This chapter could serve as an introduction to the topic or as a refresher for students in a more advanced course. You can access the full chapter here.

Article: Teaching the Foundations of Psychological Science

This chapter from Regan Gurung (Twitter: @ReganARGurung) and Drew Christopher, discusses all aspects of teaching research methods and statistics in psychology from why students need the course, how to organize the course, highlight resources, and discuss challenges in teaching these important courses. Citation: Gurung R.A.R., Christopher A. (2020) Teaching the Foundations of Psychological Science. In: …

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Student Guide to SPSS and APA Style Writing (v.12.0)

This guide (created by Gary Lewandowski; Twitter: @LewandowskiPhD) is a free resource that can substitute for the APA Manual and SPSS guides. The Student Guide leads students through data analysis in SPSS with step-by-step instructions and screenshots for setting up the analyses and interpreting the output. For each analysis, students also see an example SPSS …

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