Distribution of the product confidence limits for the indirect effect: program PRODCLIN - PubMed (original) (raw)
Distribution of the product confidence limits for the indirect effect: program PRODCLIN
David P MacKinnon et al. Behav Res Methods. 2007 Aug.
Abstract
This article describes a program, PRODCLIN (distribution of the PRODuct Confidence Limits for INdirect effects), written for SAS, SPSS, and R, that computes confidence limits for the product of two normal random variables. The program is important because it can be used to obtain more accurate confidence limits for the indirect effect, as demonstrated in several recent articles (MacKinnon, Lockwood, & Williams, 2004; Pituch, Whittaker, & Stapleton, 2005). Tests of the significance of and confidence limits for indirect effects based on the distribution of the product method have more accurate Type I error rates and more power than other, more commonly used tests. Values for the two paths involved in the indirect effect and their standard errors are entered in the PRODCLIN program, and distribution of the product confidence limits are computed. Several examples are used to illustrate the PRODCLIN program. The PRODCLIN programs in rich text format may be downloaded from www.psychonomic.org/archive.
Figures
Figure 1
The indirect effect model.
Figure 2
Flow chart for the PRODCLIN program SAS.
Similar articles
- RMediation: an R package for mediation analysis confidence intervals.
Tofighi D, MacKinnon DP. Tofighi D, et al. Behav Res Methods. 2011 Sep;43(3):692-700. doi: 10.3758/s13428-011-0076-x. Behav Res Methods. 2011. PMID: 21487904 Free PMC article. - SPSS and SAS procedures for estimating indirect effects in simple mediation models.
Preacher KJ, Hayes AF. Preacher KJ, et al. Behav Res Methods Instrum Comput. 2004 Nov;36(4):717-31. doi: 10.3758/bf03206553. Behav Res Methods Instrum Comput. 2004. PMID: 15641418 - Confidence Limits for the Indirect Effect: Distribution of the Product and Resampling Methods.
Mackinnon DP, Lockwood CM, Williams J. Mackinnon DP, et al. Multivariate Behav Res. 2004 Jan 1;39(1):99. doi: 10.1207/s15327906mbr3901_4. Multivariate Behav Res. 2004. PMID: 20157642 Free PMC article. - Folic acid supplementation and malaria susceptibility and severity among people taking antifolate antimalarial drugs in endemic areas.
Crider K, Williams J, Qi YP, Gutman J, Yeung L, Mai C, Finkelstain J, Mehta S, Pons-Duran C, Menéndez C, Moraleda C, Rogers L, Daniels K, Green P. Crider K, et al. Cochrane Database Syst Rev. 2022 Feb 1;2(2022):CD014217. doi: 10.1002/14651858.CD014217. Cochrane Database Syst Rev. 2022. PMID: 36321557 Free PMC article. - Sample size planning for statistical power and accuracy in parameter estimation.
Maxwell SE, Kelley K, Rausch JR. Maxwell SE, et al. Annu Rev Psychol. 2008;59:537-63. doi: 10.1146/annurev.psych.59.103006.093735. Annu Rev Psychol. 2008. PMID: 17937603 Review.
Cited by
- Positive daily family interactions eliminate gender differences in internalizing symptoms among adolescents.
Telzer EH, Fuligni AJ. Telzer EH, et al. J Youth Adolesc. 2013 Oct;42(10):1498-511. doi: 10.1007/s10964-013-9964-y. Epub 2013 Jun 4. J Youth Adolesc. 2013. PMID: 23733435 - The effect of neighborhood social cohesion on life satisfaction in type 2 diabetes mellitus patients: the chain mediating role of depressive symptoms and sleep quality.
Ma X, Bai W, Yu F, Yang F, Yin J, Shi H, Niu Y, Wang L. Ma X, et al. Front Public Health. 2023 Dec 15;11:1257268. doi: 10.3389/fpubh.2023.1257268. eCollection 2023. Front Public Health. 2023. PMID: 38162623 Free PMC article. - Putting things in context: Longitudinal relations between drinking contexts, drinking motives, and negative alcohol consequences.
Waddell JT, Corbin WR, Marohnic SD. Waddell JT, et al. Psychol Addict Behav. 2021 Mar;35(2):148-159. doi: 10.1037/adb0000653. Epub 2020 Jul 13. Psychol Addict Behav. 2021. PMID: 32658492 Free PMC article. - Interventions to reduce college student drinking: State of the evidence for mechanisms of behavior change.
Reid AE, Carey KB. Reid AE, et al. Clin Psychol Rev. 2015 Aug;40:213-24. doi: 10.1016/j.cpr.2015.06.006. Epub 2015 Jun 24. Clin Psychol Rev. 2015. PMID: 26164065 Free PMC article. Review. - Cognitive Mediation of Symptom Change in Exposure and Response Prevention for Obsessive-Compulsive Disorder.
Su YJ, Carpenter JK, Zandberg LJ, Simpson HB, Foa EB. Su YJ, et al. Behav Ther. 2016 Jul;47(4):474-86. doi: 10.1016/j.beth.2016.03.003. Epub 2016 Mar 31. Behav Ther. 2016. PMID: 27423164 Free PMC article. Clinical Trial.
References
- Ajzen I, Fishbein M. Understanding attitudes and predicting social behavior. Englewood Cliffs, NJ: Prentice Hall; 1980.
- Aroian LA. The probability function of the product of two normally distributed variables. Annals of Mathematical Statistics. 1944;18:265–271.
- Aroian LA, Taneja VS, Cornwell LW. Mathematical forms of the distribution of the product of two normal variables. Communications in Statistics: Theory & Methods. 1978;7:165–172.
- Bentler P. EQS for Windows (Version 5.6). [Computer program] Encino, CA: Multivariate Software, Inc; 1997.
- Bishop YMM, Fienberg SE, Holland PW. Discrete multivariate analysis: Theory and practice. Cambridge, MA: MIT Press; 1975.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources