Distribution of the product confidence limits for the indirect effect: Program PRODCLIN

被引:1126
作者
MacKinnon, David P. [1 ]
Fritz, Matthew S.
机构
[1] Arizona State Univ, Dept Psychol, Tempe, AZ 85287 USA
[2] Res Triangle Inst, Res Triangle Pk, NC 27709 USA
关键词
D O I
10.3758/BF03193007
中图分类号
B841 [心理学研究方法];
学科分类号
040201 ;
摘要
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 wwwpsychonomic.org/archive.
引用
收藏
页码:384 / 389
页数:6
相关论文
共 42 条
[11]  
Fishbein M., 1980, UNDERSTANDING ATTITU
[13]   ON THE EXACT VARIANCE OF PRODUCTS [J].
GOODMAN, LA .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1960, 55 (292) :708-713
[14]  
Hanushek E.A., 1977, STAT METHODS SOCIAL
[15]   NORMAL APPROXIMATINS OF FREQUENCY FUNCTIONS OF STANDARD FORMS WHERE MAIN VARIABLES ARE NORMALLY DISTRIBUTED [J].
HAYYA, JC ;
FERRARA, WL .
MANAGEMENT SCIENCE SERIES B-APPLICATION, 1972, 19 (02) :173-186
[16]  
JORESKOG KG, 1993, LISREL VERSION 8 12, V5, P602
[17]   PROCESS ANALYSIS - ESTIMATING MEDIATION IN TREATMENT EVALUATIONS [J].
JUDD, CM ;
KENNY, DA .
EVALUATION REVIEW, 1981, 5 (05) :602-619
[18]  
Lockwood CM, 1998, PROCEEDINGS OF THE TWENTY-THIRD ANNUAL SAS USERS GROUP INTERNATIONAL CONFERENCE, P997
[19]  
LOMNICKI ZA, 1967, J ROY STAT SOC B, V29, P513
[20]   ESTIMATING MEDIATED EFFECTS IN PREVENTION STUDIES [J].
MACKINNON, DP ;
DWYER, JH .
EVALUATION REVIEW, 1993, 17 (02) :144-158