Mediation in experimental and nonexperimental studies: new procedures and recommendations.

By P. Shrout, N. Bolger. Psychological methods, 2002

11,409 citations recorded by the source corpus.

Subfields: Experimental and Cognitive Psychology, Management Science and Operations Research, Statistics and Probability

View Paper: https://www.semanticscholar.org/paper/b29d91b307a9e7c8e982c7dd883ae96d8a83f274

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Experimental and Cognitive Psychology

1. Herbert W. Marsh
2. Alexandre J. S. Morin
3. Andrew J. Martin
4. Reinhard Pekrun
5. Arnold B. Bakker
6. Thomas Goetz
7. Adam M. Grant
8. Meifen Wei

In Management Science and Operations Research

1. Andrew F. Hayes
2. Kristopher J Preacher
3. David P. MacKinnon
4. Adam M. Grant
5. Alexandre J. S. Morin
6. Judea Pearl
7. J. Edwards
8. Nicholas J. Rockwood

In Statistics and Probability

1. Andrew F. Hayes
2. Kristopher J Preacher
3. David P. MacKinnon
4. Carl F. Falk
5. Nicholas J. Rockwood
6. Mike W.-L. Cheung
7. A. Montoya
8. J. Selig

Citations in the corpus

• The Costs of Ambient Cultural Disharmony: Indirect Intercultural Conflicts in Social Environment Undermine Creativity (2013, methodology): “Further tests using bootstrapping procedures (Shrout & Bolger, 2002) with 5,000 iterations showed that these indirect effects were significant, as the 95% bias-corrected confidence interval excluded zero.”
• Antecedents and consequences of parental psychological control and autonomy support: The role of psychological basic needs (2019, methodology): “Additionally, aligned with the recommendations outlined by Preacher and Hayes (2008) and Wu and Jia, (2013), confidence intervals of the indirect effects with 5000 bootstrap replication samples based on the original sample were used (Shrout & Bolger, 2002).”
• When Imitation Doesn’t Flatter: The Role of Consumer Distinctiveness in Responses to Mimicry (2011, methodology): “The bootstrapping methodology was used based on the recommendation by Shrout and Bolger (2002) and Preacher and Hayes (2008).”
• Does taking the good with the bad make things worse? How abusive supervision and leader–member exchange interact to impact need satisfaction and organizational deviance (2012, methodology): “The bootstrap approach is chosen over the conventional Sobel (1982) approach, because the latter suffers from a high Type I error rate due to its violation of normal distribution assumptions (Shrout & Bolger, 2002).”
• Attachment styles, conflict styles and humour styles: interrelationships and associations with relationship satisfaction (2008, methodology): “Following recent recommendations for testing mediation effects (Preacher & Hayes, 2004; Shrout & Bolger, 2002), analyses were conducted in SPSS version 14 using the Bootstrap sampling method.”
• When the going gets tough: Grit predicts costly perseverance (2015, methodology): “Specifically, Preacher and Hayes’ (2004) SPSS macro for testing mediation using bootstrapping techniques (Shrout & Bolger, 2002) revealed that the 95% BC (bias corrected) bootstrap confi-dence intervals did not include 0 ( (cid:1) 0.03 to (cid:1) 0.15; based on 1000 resamples).”