Indicative Content |
Introduction to Statistics
• The role of statistics in psychology
• An introduction to SPSS
• Defining variables and entering data in SPSS
• Recoding and computing data in SPSS
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Descriptive Statistics: Measures of central tendency
• The nature of descriptive statistics and the importance of central tendency
• Different measures of central tendency
• Normal distribution in statistics
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Descriptive Statistics: Measures of variation
• The nature of variability in statistics
• Different measures of variability
• Violations of normality in statistics
• Conducting descriptive statistics in SPSS
• Reporting descriptive statistics in APA style
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Z-scores and Probability
• Standardised scores in statistics
• The normal distribution revisited with standard deviation
• The role of probability in psychological research
• An introduction to p-values
• Calculation of z-scores and use of the standard normal distribution
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Statistical Testing
• An introduction to the null hypothesis significance testing model
• Null versus alternative hypotheses
• Errors in statistical testing – Type 1 and Type 2 error
• Standard errors and confidence intervals
• Sample size and statistical power
• Effect sizes
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Reliability Analysis
• Principles of reliability and validity in quantitative research design
• Calculating Cronbach’s alpha using SPSS
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Correlation analysis
• An introduction to correlation analysis
• Examples of correlation analysis
• How to conduct a Pearson correlation in SPSS
• How to report a correlation in APA style
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T-Tests
• An introduction to t-tests
• The independent and paired samples t-test
• How to conduct independent and paired samples t-tests in SPSS
• How to report t-test results in APA style
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Recommended Book Resources |
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Mark Forshaw. (2007), Easy Statistics in Psychology: A BPS Guide, BPS Blackwell.
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Salkind, N.J. and Frey, B.B. (2019), Statistics for People Who (Think They) Hate Statistics (7th ed.). London, UK: Sage Publications., London, UK: Sage Publications..
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Julie Pallant. (2020), SPSS: Survival Mannual, 7th Edition. McGraw Hill.
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Supplementary Book Resources |
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Howitt, D. and Cramer, D.. (2017), Understanding Statistics in Psychology with SPSS (7th ed.)., London, UK: Pearson Education.
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This module does not have any article/paper resources |
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Other Resources |
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[Journal], Journal of Statistics Education.
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[Journal], Statistics Education Research Journal.
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[Journal], Educational and Psychological
Measurement.
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[Journal], Journal of Psychoeducational Assessment.
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[YouTube Page], How 2 Stats Page,
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[YouTube Page], Andy Field Page,
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