CLP 6527 and 6528 readings for the site visitors

*Note: Full references below are for copyritten documents and are not linked. If the site visitors would like fair-use single-use pdfs of any/all of these readings, I will be happy to provide them.

CLP 6527
CLP6528

CLP 6527

Week 01

Field, A. P. (2013). Discovering statistics using IBM SPSS Statistics: and sex and drugs and rock 'n' roll (fourth edition). London: Sage. Chapter 1 (Why Is My Evil Lecturer Forcing Me to Learn Statistics?)
Karl Popper on falsification (http://faculty.washington.edu/lynnhank/Popper-1.pdf)
Wikipedia on parsimony/Occam's razor (http://en.wikipedia.org/wiki/Parsimony)
John Hubbard/Macalester College, Critical perspective on parsimony (http://www.tk421.net/essays/simple.html)
On Mesmer, Ben Franklin, "animal magnetism: (Findings versus conclusion) (http://www.pbs.org/benfranklin/l3_inquiring_mesmer.html)

Week 02

Field, A. P. (2013). Discovering statistics using IBM SPSS Statistics: and sex and drugs and rock 'n' roll (fourth edition). London: Sage. Chapter 2 (Everything You Never Wanted to Know about Statistics)
Kazdin, A.E. (2003). Research design in clinical psychology (4th ed.). Needham Heights, MA: Allyn & Bacon, Chapter 2 (Drawing Valid Inferences I: Internal and External Validity.)
Kazdin, A.E. (2003). Research design in clinical psychology (4th ed.). Needham Heights, MA: Allyn & Bacon, Chapter 4 (Sources of Artifact and Bias)
Questioning the randomized controlled trial as "gold standard" (http://www.apa.org/monitor/2010/09/trials.aspx)
Clinical trial phases (from ClinicalTrials.gov) (http://www.nlm.nih.gov/services/ctphases.html)
Clinical trial overview (from clinicaltrials.gov) (http://clinicaltrials.gov/ct2/info/understand)

Week 03

Field, A. P. (2013). Discovering statistics using IBM SPSS Statistics: and sex and drugs and rock 'n' roll (fourth edition). London: Sage. Chapter 3 (The IBM SPSS Statistics Environment)
Howell, D. C. (2006). Statistical methods for psychology. (6th edition). USA: Thomson Wadsworth , Chapter 2 (Describing and Exploring Data)
Howell, D. C. (2006). Statistical methods for psychology. (6th edition). USA: Thomson Wadsworth , Chapter 3 (The normal distribution)

Week 04

Field, A. P. (2013). Discovering statistics using IBM SPSS Statistics: and sex and drugs and rock 'n' roll (fourth edition). London: Sage. Chapter 4 (Exploring Data with Graphs)
Salkind, N.J. (2014). Statistics for people who (think they) hate statistics, 5th ed. London: Sage. Chapter 8 (Are Your Curves Normal? Probability and Why It Counts)

Week 05

Howell, D. C. (2006). Statistical methods for psychology. (6th edition). USA: Thomson Wadsworth, Chapter 4 (Sampling distributions and hypothesis testing)
Howell, D. C. (2006). Statistical methods for psychology. (6th edition). USA: Thomson Wadsworth , Chapter 5 (Basic concepts of probability)

Week 06

Field, A. P. (2013). Discovering statistics using IBM SPSS Statistics: and sex and drugs and rock 'n' roll (fourth edition). London: Sage. Chapter 5 (The Best of Bias)

Week 07

No additional readings

Week 08

Martella, Ronald C., J. Ron Nelson, Robert L. Morgan, and Nancy E. Marchand-Martella. Understanding and interpreting educational research. Guilford Press, 2013, Chapter 7 (Correlational research)
Kazdin, A.E. (2003). Research design in clinical psychology (4th ed.). Needham Heights, MA: Allyn & Bacon, Chapter 17 (Ethical Issues and Guidelines for Research)

Week 09

Field, A. P. (2013). Discovering statistics using IBM SPSS Statistics: and sex and drugs and rock 'n' roll (fourth edition). London: Sage. Chapter 7 (Correlation)

Week 10

Field, A. P. (2013). Discovering statistics using IBM SPSS Statistics: and sex and drugs and rock 'n' roll (fourth edition). London: Sage. Chapter 8 (Comparing Two Means)
Salkind, N.J. (2014). Statistics for people who (think they) hate statistics, 5th ed. London: Sage. Chapter 13 (Cousins or Just Good Friends? Testing Relationships Using the Correlation Coefficient)

Week 11

Field, A. P. (2013). Discovering statistics using IBM SPSS Statistics: and sex and drugs and rock 'n' roll (fourth edition). London: Sage. Chapter 9 (Moderation, Mediation and More Regression)
Licht, Mark H. (1995). Multiple regression and correlation. In Grimm, Laurence G. (Ed); Yarnold, Paul R. (Ed), (1995). Reading and understanding multivariate statistics, (Chapter 2, pp. 19-64). Washington, DC, US: American Psychological Association.

Week 12

Hair, J. F., Black, W. C., Babin, B. J., Anderson, R. E., & Tatham, R. L. (2006). Multivariate data analysis (6th Ed.). Upper Saddle River, NJ: Pearson Prentice Hall. Chapter 4 (Regression)

Week 13

Baron, R. M., & Kenny, D. A. (1986). The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of personality and social psychology, 51(6), 1173.
PROCESS website (http://www.processmacro.org/download.html)
Hayes website (http://www.afhayes.com/)
Preacher's website (http://www.quantpsy.org/index.htm)
Kenny's website (http://davidakenny.net/)

Week 14

Wiedemann, A. U., Schüz, B., Sniehotta, F., Scholz, U., & Schwarzer, R. (2009). Disentangling the relation between intentions, planning, and behaviour: A moderated mediation analysis. Psychology and Health, 24(1), 67-79.
Gutiérrez‐Doña, B., Lippke, S., Renner, B., Kwon, S., & Schwarzer, R. (2009). Self‐Efficacy and Planning Predict Dietary Behaviors in Costa Rican and South Korean Women: Two Moderated Mediation Analyses. Applied Psychology: Health and Well‐Being, 1(1), 91-104.
Luszczynska, A., Cao, D. S., Mallach, N., Pietron, K., Mazurkiewicz, M., & Schwarzer, R. (2010). Intentions, planning, and self-efficacy predict physical activity in Chinese and Polish adolescents: Two moderated mediation analyses. International Journal of Clinical and Health Psychology, 10(2), 265-278.
Scholz, U., Schüz, B., Ziegelmann, J. P., Lippke, S., & Schwarzer, R. (2008). Beyond behavioural intentions: Planning mediates between intentions and physical activity. British journal of health psychology, 13(3), 479-494.
Lippke, S., Wiedemann, A. U., Ziegelmann, J. P., Reuter, T., & Schwarzer, R. (2009). Self-efficacy moderates the mediation of intentions into behavior via plans. American journal of health behavior, 33(5), 521-529.
Schwarzer, R. (2008). Modeling health behavior change: How to predict and modify the adoption and maintenance of health behaviors. Applied Psychology, 57(1), 1-29.
Luszczynska, A., Schwarzer, R., Lippke, S., & Mazurkiewicz, M. (2011). Self-efficacy as a moderator of the planning–behaviour relationship in interventions designed to promote physical activity. Psychology and health, 26(2), 151-166.
Richert, J., Reuter, T., Wiedemann, A. U., Lippke, S., Ziegelmann, J., & Schwarzer, R. (2010). Differential effects of planning and self-efficacy on fruit and vegetable consumption. Appetite, 54(3), 611-614.

CLP 6528

Week 01

Field, A. P. (2013). Discovering statistics using IBM SPSS Statistics: and sex and drugs and rock 'n' roll (fourth edition). London: Sage. Chapter 10 (Comparing Several Means: ANOVA (GLM 1))
Salkind, N.J. (2014). Statistics for people who (think they) hate statistics, 5th ed. London: Sage. Chapter 10 (Only the Lonely: The One-Sample z Test)
Salkind, N.J. (2014). Statistics for people who (think they) hate statistics, 5th ed. London: Sage. Chapter 11 (t(ea) for Two: Tests Between the Means of Different Groups)
Heiman, G. W. (2006). Basic statistics for the behavioral sciences (6th Ed.). City: Cengage. Chapter 15 (the two-sample between-subjects experiment and the independent samples t-test)
Heiman, G. W. (2006). Basic statistics for the behavioral sciences (6th Ed.). City: Cengage. Chapter 16 (the two-sample within-subjects experiment and the dependent samples t-test)
Cumming, G., & Fidler, F. (2009). Confidence intervals: Better answers to better questions. Zeitschrift für Psychologie/Journal of Psychology, 217(1), 15-26.

Week 02

Field, A. P. (2013). Discovering statistics using IBM SPSS Statistics: and sex and drugs and rock 'n' roll (fourth edition). London: Sage. Chapter 11 (Reporting Results From One-way Independent Anova)
Schweigert, W. A. (2011). Research methods in psychology: A handbook. Waveland Press. Chapter 5 (Introduction to Experimentation and the Between-Groups Design).

Week 03

Field, A. P. (2013). Discovering statistics using IBM SPSS Statistics: and sex and drugs and rock 'n' roll (fourth edition). London: Sage. Chapter 13 (Factorial ANOVA (GLM 3))
Kazdin, A.E. (2003). Research design in clinical psychology (4th ed.). Needham Heights, MA: Allyn & Bacon, Chapter 7 (Control and comparison groups)
Kazdin, A.E. (2003). Research design in clinical psychology (4th ed.). Needham Heights, MA: Allyn & Bacon, Chapter 8 (Assessing the impact of experimental manipulation)

Week 04

Field, A. P. (2013). Discovering statistics using IBM SPSS Statistics: and sex and drugs and rock 'n' roll (fourth edition). London: Sage. Chapter 14 (Repeated-Measures Designs (GLM 4))

Week 05

Field, A. P. (2013). Discovering statistics using IBM SPSS Statistics: and sex and drugs and rock 'n' roll (fourth edition). London: Sage. Chapter 15 (Mixed Design ANOVA (GLM 5))
Schweigert, W. A. (2011). Research methods in psychology: A handbook. Waveland Press. Chapter 6 (The Within-Subjects Design)
Schweigert, W. A. (2011). Research methods in psychology: A handbook. Waveland Press. Chapter 7 (Factorial Designs)

Week 06

Field, A. P. (2013). Discovering statistics using IBM SPSS Statistics: and sex and drugs and rock 'n' roll (fourth edition). London: Sage. Chapter 12 (Analysis of Covariance, ANCOVA (GLM 2))
Tabachnick, B. G., and Fidell, L. S. (2013). Using Multivariate Statistics, 6th ed. Boston : Pearson. Chapter 8 (Analysis of covariance)
Meyers, L. S., Gamst, G., & Guarino, A. J. (2013). Applied Multivariate Research: Design and Interpretation (2nd ed.). London: Sage. Chapter 9A (MANOVA: Comparing two groups)
Meyers, L. S., Gamst, G., & Guarino, A. J. (2013). Applied Multivariate Research: Design and Interpretation (2nd ed.). London: Sage. Chapter 10A (MANOVA: Comparing three or more groups)
Meyers, L. S., Gamst, G., & Guarino, A. J. (2013). Applied Multivariate Research: Design and Interpretation (2nd ed.). London: Sage. Chapter 11A (MANOVA: Two-way factorial)

Week 07

Heiman, G. W. (2006). Basic statistics for the behavioral sciences (6th Ed.). City: Cengage. Chapter 21 (Chi square and other nonparametric statistical procedures)
Patten, M. L., & Bruce, R. R. (2000). Understanding research methods: An overview of the essentials. Topics 54-59 (Introduction to effect size, d; Interpretation of effect size d, Effect size and correlation r, Introduction to meta-analysis, Meta-analysis and effect size, Meta-analysis: strengths and weaknesses)
Rosnow, R. L., & Rosenthal, R. (2009). Effect sizes: Why, when, and how to use them. Zeitschrift für Psychologie/Journal of Psychology, 217(1), 6-14.

Week 08

Hadzi‐Pavlovic, D. (2009). Power and sample size: I. The success of others is a recipe for your failure. Acta Neuropsychiatrica, 21(4), 202-204.
Hadzi‐Pavlovic, D. (2007). Effect sizes I: differences between means. Acta Neuropsychiatrica, 19(5), 318-320.
Howell, D. C. (2006). Statistical methods for psychology. (6th edition). USA: Thomson Wadsworth , Chapter 8 (Power)
Gpower Site (for Program and Manual) (http://www.gpower.hhu.de/en.html)
Dennis, M. L., Lennox, R. D., & Foss, M. A. (1997). Practical power analysis for substance abuse health services research. In Bryant, K. J., Windle, M. E., & West, S. G. (Eds). The science of prevention: Methodological advances from alcohol and substance abuse research (pp. 367-404). Washington DC: American Psychological Association.
Murphy, K. (2002). Using power analysis to evaluate and improve research. In Rogelberg, Steven G. (Eds) Handbook of research methods in industrial and organizational psychology (pp 119-137) . New York: John Wiley & Sons.

Week 09

Field, A. P. (2013). Discovering statistics using IBM SPSS Statistics: and sex and drugs and rock 'n' roll (fourth edition). London: Sage. Chapter 18 (Categorical Data)
Howell, D. C. (2006). Statistical methods for psychology. (6th edition). USA: Thomson Wadsworth , Chapter 6 (Categorical data and chi square)
Rogers, J. L., Howard, K. I., & Vessey, J. T. (1993). Using significance tests to evaluate equivalence between two experimental groups. Psychological bulletin, 113(3), 553.
Barker, L. E., Luman, E. T., McCauley, M. M., & Chu, S. Y. (2002). Assessing equivalence: an alternative to the use of difference tests for measuring disparities in vaccination coverage. American Journal of Epidemiology, 156(11), 1056-1061.

Week 10

Field, A. P. (2013). Discovering statistics using IBM SPSS Statistics: and sex and drugs and rock 'n' roll (fourth edition). London: Sage. Chapter 19 (Logistic Regression)
Heiman, G. W. (2006). Basic statistics for the behavioral sciences (6th Ed.). City: Cengage. Chapter 21 (Chi square and other nonparametric statistical procedures)
Wickens, T. D. (2014). Multiway contingency tables analysis for the social sciences. Psychology Press. Chapter 1 (Introduction)
Wickens, T. D. (2014). Multiway contingency tables analysis for the social sciences. Psychology Press. Chapter 2 (Two-way tables)

Week 11

Field, A. P. (2013). Discovering statistics using IBM SPSS Statistics: and sex and drugs and rock 'n' roll (fourth edition). London: Sage. Chapter 8 (Comparing Two Means)
Hadzi‐Pavlovic, D. (2008). Diagnostic tests: I. Basics. Acta Neuropsychiatrica, 20(3), 162-164.
Hadzi‐Pavlovic, D. (2008). Diagnostic tests: II. Comparing cut‐offs. Acta Neuropsychiatrica, 20(4), 220-222.
Hadzi‐Pavlovic, D. (2008). Diagnostic tests: III. Optimal cut‐offs. Acta Neuropsychiatrica, 20(5), 273-276.
Meirik (http://www.gfmer.ch/Books/Reproductive_health/Cohort_and_case_control_studies.html)

Week 12

Afifi, A., May, S., & Clark, V. A. (2003). Computer-aided multivariate analysis. CRC Press. Chapter 12 (Logistic Regression)

Week 13

Norusis, Marija. SPSS 16.0 statistical procedures companion. Prentice Hall Press, 2008.Chapter 16 (Cluster Analysis)
Mackert, M., & Walker, L. O. (2011). Cluster analysis identifies subpopulations for health promotion campaign design. Public Health Nursing, 28(5), 451-457.
Clatworthy, J., Buick, D., Hankins, M., Weinman, J., & Horne, R. (2005). The use and reporting of cluster analysis in health psychology: A review. British journal of health psychology, 10(3), 329-358.
Shaw, S. Y., Shah, L., Jolly, A. M., & Wylie, J. L. (2008). Identifying heterogeneity among injection drug users: a cluster analysis approach. American Journal of Public Health, 98(8), 1430.

Week 14

Trochim's Measurement Links
14.1. Measurement (http://www.socialresearchmethods.net/kb/measure.php)

14.1.1. Construct Validity (http://www.socialresearchmethods.net/kb/constval.php)

14.1.1.1. Idea of Construct Validity (http://www.socialresearchmethods.net/kb/considea.php)
14.1.1.2. Convergent and Discriminant Validity (http://www.socialresearchmethods.net/kb/convdisc.php)
14.1.1.3. Threats to Construct Validity (http://www.socialresearchmethods.net/kb/consthre.php)
14.1.1.4. The Nomological Network (http://www.socialresearchmethods.net/kb/nomonet.php)
14.1.1.5. The Multitrait-Mulitmethod Matrix (http://www.socialresearchmethods.net/kb/mtmmmat.php)
14.1.1.6. Pattern Matching for Construct Validity (http://www.socialresearchmethods.net/kb/pmconval.php)

14.1.2. Reliability (http://www.socialresearchmethods.net/kb/reliable.php)

14.1.2.1. True Score Theory (http://www.socialresearchmethods.net/kb/truescor.php)
14.1.2.2. Measurement Error (http://www.socialresearchmethods.net/kb/measerr.php)
14.1.2.3. Theory of Reliability (http://www.socialresearchmethods.net/kb/reliablt.php)
14.1.2.4. Types of Reliability (http://www.socialresearchmethods.net/kb/reltypes.php)
14.1.2.5. Reliability and Validity (http://www.socialresearchmethods.net/kb/relandval.php)

Patten, M. L., & Bruce, R. R. (2000). Understanding research methods: An overview of the essentials. Topics 25-31 (Introduction to validity; Judgmental validity; Empirical validity; Judgmental-Empirical Validity; Reliability and its relationship to validity; Measures of reliability; Norm- and criterion-referenced tests)
Shrout, P. E., & Fleiss, J. L. (1979). Intraclass correlations: uses in assessing rater reliability. Psychological bulletin, 86(2), 420.