Everything about SPSS

🧭 Start here: a 6-step reading path

1. Read the overview: SPSSA 5-minute orientation
2. Skim a recent paper: Evaluating ChatGPT-4.0’s data analytic proficiency in epidemiological studies: A comparative analysis with SAS, SPSS, and RInfluential work since 2022
3. Pick up a classic book: SPSS Survival ManualThe most-reprinted book on the subject
4. Read the landmark paper: SPSS and SAS procedures for estimating indirect effects in simple mediation modelsCited 13,930 times
5. Go sideways: List of numerical-analysis softwareA closely related topic
6. Go sideways: List of statistical softwareA closely related topic

🏆 Landmark papers (most cited)

• SPSS and SAS procedures for estimating indirect effects in simple mediation models

  Kristopher J. Preacher, Andrew F. Hayes · 2004 · Behavior Research Methods, Instruments, & Computers · 13,930 citations

• SPSS and SAS programs for determining the number of components using parallel analysis and Velicer’s MAP test

  Brian P. O’connor · 2000 · Behavior Research Methods, Instruments, & Computers · 3,125 citations

• Computational procedures for probing interactions in OLS and logistic regression: SPSS and SAS implementations

  Andrew F. Hayes, Jörg Matthes · 2009 · Behavior Research Methods · 2,035 citations

• Mediation analysis allowing for exposure–mediator interactions and causal interpretation: Theoretical assumptions and implementation with SAS and SPSS macros.

  Linda Valeri, Tyler J. VanderWeele · 2013 · Psychological Methods · 1,932 citations

• Book Review: Discovering Statistics Using SPSS

  Andy Field, Christina Gaitanou · 2005 · PsyPag Quarterly · 724 citations

• Robust variance estimation with dependent effect sizes: practical considerations including a software tutorial in Stata and spss

  Emily E. Tanner-Smith, Elizabeth Tipton · 2013 · Research Synthesis Methods · 516 citations

• Keep Calm and Learn Multilevel Logistic Modeling: A Simplified Three-Step Procedure Using Stata, R, Mplus, and SPSS

  Nicolas Sommet, Davide Morselli · 2017 · International Review of Social Psychology · 505 citations

• Longitudinal Data Analyses Using Linear Mixed Models in SPSS: Concepts, Procedures and Illustrations

  Daniel T. L. Shek, Cecilia M. S. Ma · 2011 · The Scientific World JOURNAL · 362 citations

🆕 Influential since 2022

• Evaluating ChatGPT-4.0’s data analytic proficiency in epidemiological studies: A comparative analysis with SAS, SPSS, and R

  Yeen Huang, Ruipeng Wu, Juntao He · 2024 · Journal of Global Health · 73 citations

• A Tutorial on How to Conduct Meta-Analysis with IBM SPSS Statistics

  Sedat Sen, Ibrahim Yildirim · 2022 · Psych · 63 citations

• Pembelajaran Statistika Menggunakan Software SPSS untuk Uji Validitas dan Reliabilitas

  Fitria Dewi Puspita Anggraini, Aprianti Aprianti, Vilda Ana Veria Setyawati · 2022 · Jurnal Basicedu · 56 citations

• Groundwater quality assessment using SPSS based on multivariate statistics and water quality index of Gaya, Bihar (India)

  Aftab Alam, Anshuman Singh · 2023 · Environmental Monitoring and Assessment · 52 citations

• DIY bootstrapping: Getting the nonparametric bootstrap confidence interval in SPSS for any statistics or function of statistics (when this bootstrapping is appropriate)

  Shu Fai Cheung, Ivan Jacob Agaloos Pesigan, Weng Ngai Vong · 2022 · Behavior Research Methods · 45 citations

📚 Books worth reading

• SPSS Survival ManualJulie Pallant · 2001
• Marketing researchNaresh K. Malhotra, SPSS SPSS · 1993
• Statistics for People Who (Think They) Hate StatisticsNeil J. Salkind · 2000
• IBM SPSS for Introductory StatisticsMorgan, George A., Karen C. Barrett · 2006
• SPSS ExplainedPerry R. Hinton, Charlotte Brownlow · 2004
• SPSS demystifiedRonald D. Yockey · 2007
• How to Use SpssBrian C. Cronk · 2002
• SPSS for Windows step by stepDarren George, Paul Mallery · 1999

Ranked by number of editions on Open Library, a rough measure of how lasting a book is.

🔗 Related topics

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• SPSS Modeler IBM SPSS Modeler is a data mining and text analytics software application from IBM. It is used to build predictive models and conduct other analytic tasks…
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