Preface Introduction for Students Section 1. Topic Activities 1. Statistics in the Media 2. The Purpose of Statistics 3. Understanding Your Data 4. Research Concepts: Designs, Validity, and Scales of Measurement 5. Measurement Group Activity 6. Designing an Experiment Group Activity 7.
Experimental Variables 8. Distributions and Probability 9. Displaying Distributions 10. Setting Up Your Data in SPSS: Creating a Data File 11. Displaying Distributions in SPSS 12. Basic Probability 13. Sampling 14. Central Tendency 1 15.
Central Tendency 2 16. Central Tendency in SPSS 17. Describing a Distribution by Hand 18. More Describing Distributions 19. Descriptive Statistics Exercise 20. Descriptive Statistics With Excel 21. Measures of Variability in SPSS 22. Calculating z Scores Using SPSS 23.
The Normal Distribution 24. z Scores and the Normal Distribution 25. Hypothesis Testing With Normal Populations 26. Stating Hypotheses and Choosing Tests 27. Hypothesis Testing With z Tests 28. Hypothesis Testing With a Single Sample 29. One-Sample t Test in SPSS 30. One-Sample t Tests by Hand 31.
Related Samples t Tests 32. Related Samples t Test in SPSS 33. Independent Samples t Tests 34. Hypothesis Testing: Multiple Tests 35. More Hypothesis Tests With Multiple Tests 36. t Tests Summary Worksheet 37. Choose the Correct t Test 38. One-Way Between-Subjects ANOVA by Hand 39.
One-Way Between-Subjects ANOVA in SPSS 40. Factorial ANOVA 41. One-Way Within-Subjects ANOVA 42. One-Way Within-Subjects ANOVA in SPSS 43. ANOVA Review 44. Which Test Should I Use? 45. Correlations and Scatterplots Exercise 46. Correlations and Scatterplots 2 47.
Correlations and Scatterplots in SPSS 48. Computing Correlations by Hand 49. Computing Correlations by Hand 2 50. Hypothesis Testing With Correlation 51. Hypothesis Testing With Correlation Using SPSS 52. Regression 53. Chi-Square Test for Independence Section 2. Meet the Formulae 54.
Meet the Formula: Standard Deviation 55. Meet the Formula: z Score Transformation 56. Meet the Formula: Single-Sample z Tests and t Tests 57. Meet the Formula: Comparing Independent Samples and Related Samples t Tests 58. Meet the Formula: One-Factor Between-Subjects ANOVA 59. Meet the Formula: Two-Factor ANOVA 60. Meet the Formula: One-Factor Within-Subjects ANOVA 61. Meet the Formula: Correlation 62.
Meet the Formula: Bivariate Regression Section 3. Data Analysis Projects 63. Data Analysis Exercise: von Hippel, Ronay, Baker, Kjelsaas, and Murphy (2016) 64. Data Analysis Exercise: Nairne, Pandeirada, and Thompson (2008) 65. Data Analysis Project 1: Crammed Versus Distributed Study 66. Data Analysis Project 2: Teaching Techniques Study 67. Data Analysis Project 3: Distracted Driving Study 68. Data Analysis Project 4: Temperature and Air Quality Study 69.
Data Analysis Project 5: Job Type and Satisfaction Study 70. Data Analysis Project 6: Attractive Face Recognition Study 71. Data Analysis Project 7: Discrimination in the Workplace Study Section 4. How to Choose a Statistical Test 72. Using the Flowchart to Find the Correct Statistical Test 73. More Using the Flowchart to Find the Correct Statistical Test 74. Research Design Exercise 75. Design and Data Collection Exercise 76.
Designs and Analyses Section 5. Describing and Interpreting Results in APA Style 77. Writing a Results Section From SPSS Output: t Tests 78. Writing a Results Section From SPSS Output: ANOVA 79. Interpreting Results Exercise: Sproesser, Schupp, and Renner (2014) 80. Interpreting Results Exercise: Ravizza, Uitvlugt, and Fenn (2017) Appendix: Summary of Formulae References.