Meta Analysis 元分析

示例数据

• Shockley, K. M., Shen, W., DeNunzio, M. M., Arvan, M. L., & Knudsen, E. A. (2017). Disentangling the relationship between gender and work–family conflict: An integration of theoretical perspectives using meta-analytic methods. Journal of Applied Psychology, 102(12), 1601–1635. https://doi.org/10.1037/apl0000246　　原始数据

• Litwiller, B., Snyder, L. A., Taylor, W. D., & Steele, L. M. (2017). The relationship between sleep and work: A meta-analysis. Journal of Applied Psychology, 102(4), 682–699. https://doi.org/10.1037/apl0000169　　原始数据

• Banks, G. C., McCauley, K. D., Gardner, W. L., & Guler, C. E. (2016). A meta-analytic review of authentic and transformational leadership: A test for redundancy. The Leadership Quarterly, 27(4), 634–652. https://doi.org/10.1016/j.leaqua.2016.02.006　　原始数据

• Rockstuhl, T., Dulebohn, J. H., Ang, S., & Shore, L. M. (2012). Leader–member exchange (LMX) and culture: A meta-analysis of correlates of LMX across 23 countries. Journal of Applied Psychology, 97(6), 1097–1130. https://doi.org/10.1037/a0029978　　原始数据

• McNatt, D. B. (2000). Ancient Pygmalion joins contemporary management: A meta-analysis of the result. Journal of Applied Psychology, 85(2), 314–322. https://doi.org/10.1037/0021-9010.85.2.314　　原始数据

软件&程序

R Package

• 元分析R程序包汇总：https://cran.r-project.org/web/views/MetaAnalysis.html
• metafor：https://cran.r-project.org/web/packages/metafor/index.html
• psychmeta：https://cran.r-project.org/web/packages/psychmeta/index.html
• metaSEM：https://cran.r-project.org/web/packages/metaSEM/index.html

• USF大学Michael T. Brannick教授的R代码：http://faculty.cas.usf.edu/mbrannick/meta/Software/index.html
• 西北大学Larry Hedges教授开发的程序：http://www.ipr.northwestern.edu/workshops/training-materials-resources-and-data-tools/

SPSS宏

• Andy Field开发的SPSS宏：https://www.discoveringstatistics.com/repository/fieldgillett/how_to_do_a_meta_analysis.html
• 乔治梅森大学David B. Wilson教授开发的SPSS宏：http://mason.gmu.edu/~dwilsonb/ma.html
• 加州大学William Shadish教授开发的SPSS宏：http://faculty.ucmerced.edu/wshadish/software/software-meta-analysis-single-case-design
• https://faculty.ucmerced.edu/wshadish/software/software-meta-analysis-single-case-design

Excel宏

• 乔治梅森大学David B. Wilson教授开发的Excel宏：http://mason.gmu.edu/~dwilsonb/ma.html
• Meta-Essentials：https://www.erim.eur.nl/research-facilities/meta-essentials/
• http://faculty.cas.usf.edu/mbrannick/meta/ExcelSheets/index.html
• http://www.stat-help.com/spreadsheets.html

ρ Rho (/roʊ/

图书

• https://bookdown.org/MathiasHarrer/Doing_Meta_Analysis_in_R/
• Meta-analyses in mental health research: A practical guide：免费下载

中文图书

• 哈里斯·库珀著，李超平，张昱城等译，元分析研究方法（第5版），2020，北京：中国人民大学出版社，https://item.jd.com/12863982.html

中文书稿章节

• 姜铠丰，胡佳，第11章 元分析研究法，陈晓萍，沈伟等，组织与管理研究的实证方法（第3版），2018，北京：中国人民大学出版社,https://item.jd.com/12414256.html
• 罗胜强，姜嬿，第15章 元分析，管理学问卷调查研究方法，2014，重庆：重庆大学出版社，https://item.jd.com/12439829.html