Open Stats Lab: Identifying Questionnable Research Practices

*Data Ethics, *Open Science, 04. Psychologist’s Toolbox: Sampling, Measurement, Reliability, & Validity, Research Methods, Statistics / , , , , /

Students read “Measuring the Prevalence of Questionable Research Practices With Incentives for Truth Telling“ Student respond to a series of questions asking them to define questionable research practices, how they relate to Type 1 Error, consequences, and remedies. A lab summary includes: learning objectives, background, article citation, and the response questions. You can follow Open […]

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Open Stats Lab: Introduction to Pre-registration

*Data Ethics, *Open Science, Research Methods, Statistics / , , , , /

Students read “Research Preregistration 101“ Students read “Example steps for doing a pre-registration in (social) psychology” from the OSF website. Student respond to a series of questions about the value of pre-registration, including its ability to counter HARKing. A lab summary includes: learning objectives, background, links to articles, and the response questions. You can follow

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Open Stats Lab: Additional Activities

*Statistical Software Packages, 04. Psychologist’s Toolbox: Sampling, Measurement, Reliability, & Validity, 07. Correlational/Survey Research, 16. Chi-Square Tests / , , , , , , , , , , /

Activities focus on the following topics: (RELIABILITY ANALYSIS) Do People Feel Immoral After Behaving Inauthentically? Here students get to compute new variable, calculate descriptive statistics, find Cronbach’s alpha, and create a table. (CHI-SQUARE TEST OF INDEPENDENCE) Why do People Fail to Follow Through on Their Good Intentions? Here students get to conduct a t-test for

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Open Stats Lab: Two-Way (Factorial) ANOVA Activities

*Statistical Software Packages, 11. Factorial Design, 12. Mixed Design, 13. Factorial Analysis of Variance (ANOVA) / , , , , , , , , /

Activities focus on the following topics: (TWO-WAY ANOVA) Do People Judge Physical Distances of Locations Based on Their Psychological Orientation Toward Them? Here students get to conduct a two-way (factorial) ANOVA, tests for the interaction, and create a figure. (MIXED ANOVA) Do People Underestimate the Pleasure of Remembering Ordinary vs. Extraordinary Events? Here students get

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Open Stats Lab: One-Way ANOVA Activities

*Statistical Software Packages, 09. Multigroup Design, 10. t test For Two Independent/Unrelated Samples, 11. One-Way Analysis of Variance (ANOVA) / , , , , , , , /

Activities focus on the following topics: (ANOVA w/ PLANNED COMPARISONS) Does Reasoning about Personal Problems Improve with Psychological Distance? Here students get to conduct a one-way ANOVA (with planned comparisons) and create a figure. (ANOVA w/ PLANNED CONTRASTS) Can Playing Tetris Reduce the Occurrence of Intrusive Memories? Here students get to conduct a one-way ANOVA

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Open Stats Lab: t-test Activities

08. Two-Group Design, 09. Introduction to t-Tests: The Single Sample t-Test and t-Test for Dependent Means, 10. t test For Two Independent/Unrelated Samples, 16. Chi-Square Tests / , , , , , , , , /

Activities focus on the following topics: (SINGLE SAMPLE and PAIRED-SAMPLES) Does Music Convey Social Information to Infants? Here students get to conduct a single/one sample t-test, a t-test for dependent means (paired samples), and can create a boxplot and/or scatterplot. (TWO INDEPENDENT SAMPLES) Do Spoken or Written Words Better Express Intelligence? Here students get to

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Open Stats Lab: Regression Activities

*Open Science, *Statistical Software Packages, 07. Correlational/Survey Research, 15. Regression / , , , , , , , , , /

Activities focus on the following topics: Why are People Biased When Reasoning About the Status Quo? Here students get to conduct bivariate correlations, regression, and multiple regression. They may also create a table. Do Experts Overrate the Extent of Their Expertise? Here students will conduct descriptive statistics, t-tests, multiple regression, and use a split file.

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Open Stats Lab: Correlation Activities

*Statistical Software Packages, 07. Correlational/Survey Research, 14. Correlation, Statistics / , , , , , , , , , , /

Activities focus on the following topics: Does Being Wealthy Distort Perceptions of Wealth Inequality? Here students get to create new variables, calculate means and standard deviations, and conduct bivariate correlations. Do Outbreaks of Infectious Diseases Influence Voting Behavior? Here students will need to select certain cases for the analysis, conduct bivariate correlations, and generate scatterplots.

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Link: Open Stats Lab

*Data Ethics, *Open Science, Statistics / , , , /

Open Stats Lab (OSL) is a free resource for the teaching of introductory statistics. From the site: “OSL is primarily a resource for the teaching (and learning) of statistics. Although many statistics textbooks come with supplemental data sets to help train students in data analysis, these data sets often lack the richness and complexity of

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Tips: Developing a Research Talk/Paper Presentation

Communicating Psych Science, Paper Presentations / , , , /

You’re Not Nervous, You’re ExcitedThis article provides research support for reappraising nerves as excitement. It explains that thisreappraisal can help performance (versus suggesting they need to calm down). If students won’tbelieve you, maybe they’ll believe the research!Brooks, A. W. (2014). Get excited: Reappraising pre-performance anxiety as excitement. Journal ofExperimental Psychology: General, 143, 1144-1158. doi: 10.1037/a0035325

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Assignment: Creating a Conference Poster on Sex Differences (SPSS)

*Statistical Software Packages, 02. Frequency Distributions and Visual Displays of Data, 10. t test For Two Independent/Unrelated Samples, Communicating Psych Science, Poster Presentations / , , , , , , , , , /

In this assignment (created by Dr. Kimberly A. Barchard and Dr. Leiszle Lapping-Carr), students conduct a literature review, analyze data using an independent samples t-test and a confidence interval, create a grouped frequency distribution and a histogram, write a research report, and create a PowerPoint poster. A detailed grading rubric is included. This assignment was

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Activity: Preparing an Elevator Pitch For Your Research

Communicating Psych Science, Writing for a Non-Psych Audience / , , /

The activity has students develop, practice, and share an “elevator pitch” of their own original research project. Research activity is often something that makes students stand out for job or graduate school positions. To effectively use their research experience, students need to clearly summarize their research projects in a finite amount of time. This is

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Activity: APA Research Reports,What Goes Where?

Communicating Psych Science, The APA Style Research Report / , /

This activity asks students to reconstruct an APA style research report by logically organizing individual paragraphs from a published research article. This activity takes a “jigsaw puzzle” approach to teaching students the underlying structure and logic of an APA style research report. Students are provided the following paragraphs from a published research article on individual

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Link: 25 Insights on Becoming a Better Writer

Communicating Psych Science, General Writing Tips, The Writing Process / , /

This is an easy to read list of advice from writers, much of it focusing on the writing process (getting down to actually doing it). Topics include getting through the first draft, importance of outlines, getting a routine, unplugging, the importance of feedback, and getting stuck. This is great advice for everyone (students and professors).

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Video: Chi-Square Calculation

16. Chi-Square Tests, Statistics / , /

A short (~5 minute) video (created by J David Eisenberg) with straightforward examples and explanations of how to compute the chi-squared statistic for independent measures of nominal data. Examples focus on who uses a garbage can vs. who litters, among males and females. Another example focuses on the color of fliers and whether people take

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Video: Sampling Distribution of the Sample Means

07. Hypothesis Testing with a Distribution of Means, Statistics / , , , /

A Khan Academy video that demonstrates calculating means of samples in the context of the central limit theorem, including a discussion of the Sampling Distribution of the Sample mean (or the Distribution of Means of Samples). You can find the whole series of Khan Academy videos on Probability and Statistics here.

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Video: Introduction to Hypothesis Testing

06. Introduction to Hypothesis Testing, Statistics / , , , /

A really well done video that clearly explains the basics of hypothesis testing. Students could easily watch this at home as part of a flipped classroom approach and come to class with a solid foundation. It has over 2 million views for a reason. This video is from the http://www.MathTutorDVD.com series.

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Lecture Slides: Power and the Elephant (Understanding the Relation Between Sample Size, Effect Size, and Significance Level)

08. Statistical Significance, Confidence Intervals, Effect Size, & Power, Statistics / , /

This activity (created by Dr. Lisa Dinella) has students participate in a lively game show that serves as a metaphor for the relation between sample size, effect size, and significance level when determining power The goal of this is to provide students with an example that demonstrates the interrelation of effect size, significance level, and

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Lecture Slides: Predicting Job Performance (Multiple Regression)

*Statistical Software Packages, 15. Regression, Statistics / , , , , , /

This is an example (created by Dr. Alisa McArthur) looking at predictors of job performance that shows simple multiple regression using SPSS which illustrates how multicollinearity can lead to results that are inconsistent and difficult to interpret. It includes both a PowerPoint as well as hard copy for students to help them get more comfortable

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Stats in Everyday Life: Z-scores and the Top 20 Athletes Ever

02. The Research Process: Ideas to Innovations, 04. Z-Scores and the Normal Curve / , , /

“Top” lists of anything are always popular because people want to see how the list compares to their own beliefs. Readers then get to debate the merits of who was included or excluded. When it comes to a diverse group such as athletes, it can be difficult to compare across sports. Please click here for

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