Estimating and Testing Mediation and Moderation in Within-Subject Designs
Analyses designed to detect mediation and moderation of treatment effects are increasingly prevalent in research in psychology. The mediation question concerns the processes that produce a treatment effect. The moderation question concerns factors that affect the magnitude of that effect. Although a...
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| Veröffentlicht in: | Psychological methods 2001-06, Vol.6 (2), p.115-134 |
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| container_end_page | 134 |
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| container_title | Psychological methods |
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| creator | Judd, Charles M Kenny, David A McClelland, Gary H |
| description | Analyses designed to detect mediation and moderation of treatment effects
are increasingly prevalent in research in psychology. The mediation
question concerns the processes that produce a treatment effect. The
moderation question concerns factors that affect the magnitude of that
effect. Although analytic procedures have been reasonably well worked
out in the case in which the treatment varies between participants, no
systematic procedures for examining mediation and moderation have been
developed in the case in which the treatment varies within
participants. The authors present an analytic approach to these issues
using ordinary least squares estimation. |
| doi_str_mv | 10.1037/1082-989X.6.2.115 |
| format | Article |
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are increasingly prevalent in research in psychology. The mediation
question concerns the processes that produce a treatment effect. The
moderation question concerns factors that affect the magnitude of that
effect. Although analytic procedures have been reasonably well worked
out in the case in which the treatment varies between participants, no
systematic procedures for examining mediation and moderation have been
developed in the case in which the treatment varies within
participants. The authors present an analytic approach to these issues
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are increasingly prevalent in research in psychology. The mediation
question concerns the processes that produce a treatment effect. The
moderation question concerns factors that affect the magnitude of that
effect. Although analytic procedures have been reasonably well worked
out in the case in which the treatment varies between participants, no
systematic procedures for examining mediation and moderation have been
developed in the case in which the treatment varies within
participants. The authors present an analytic approach to these issues
using ordinary least squares estimation.</description><subject>Biological and medical sciences</subject><subject>Data Interpretation, Statistical</subject><subject>Estimation</subject><subject>Experimental Design</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>Human</subject><subject>Humans</subject><subject>Mental Disorders - therapy</subject><subject>Methodology</subject><subject>Outcome and Process Assessment (Health Care) - statistics & numerical data</subject><subject>Psychology</subject><subject>Psychology. Psychoanalysis. Psychiatry</subject><subject>Psychology. Psychophysiology</subject><subject>Psychometrics. Statistics. Methodology</subject><subject>Repeated Measures</subject><subject>Statistics. Mathematics</subject><issn>1082-989X</issn><issn>1939-1463</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2001</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpdkElPwzAQhS0EYv8BXFAFiFuKJ96SI2KXWnEABDfLcSfgKnWKnRz497i0LEKy5PHzN8_jR8gB0CFQps6AFnlWFuXLUA7zIYBYI9tQsjIDLtl6qr_vt8hOjFNKgbOCb5ItAJ4WU9vk7ip2bmY6518Hxk8Gjxi_6jFOXFJb_6WO2wmG5dH5wbPr3pzPHvpqirYbXGJ0rz7ukY3aNBH3V_suebq-ery4zUb3N3cX56PM8LLsMmOFAl4xywUiA5FXtLZ1EmuGiuVCYmErJgXjglIm8_SdSlmuqKjR1oazXXK69J2H9r1P4-qZixabxnhs-6gVLZlUskzg0T9w2vbBp9m0BM6hAAEJgiVkQxtjwFrPQ8ojfGigehGyXoSoFyFqqXOdQk49hyvjvprh5LdjlWoCTlaAidY0dTDeuvjHmVKVL3yOl5iZGz2PH9aEztkGo55h9_PaJ265jzQ</recordid><startdate>20010601</startdate><enddate>20010601</enddate><creator>Judd, Charles M</creator><creator>Kenny, David A</creator><creator>McClelland, Gary H</creator><general>American Psychological Association</general><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7RZ</scope><scope>PSYQQ</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-7652-7007</orcidid></search><sort><creationdate>20010601</creationdate><title>Estimating and Testing Mediation and Moderation in Within-Subject Designs</title><author>Judd, Charles M ; Kenny, David A ; McClelland, Gary H</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a499t-ac5714b3c45ee3152b0fcfc57f3e73256e8cb36534500362939b7c4705fecfa43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2001</creationdate><topic>Biological and medical sciences</topic><topic>Data Interpretation, Statistical</topic><topic>Estimation</topic><topic>Experimental Design</topic><topic>Fundamental and applied biological sciences. Psychology</topic><topic>Human</topic><topic>Humans</topic><topic>Mental Disorders - therapy</topic><topic>Methodology</topic><topic>Outcome and Process Assessment (Health Care) - statistics & numerical data</topic><topic>Psychology</topic><topic>Psychology. Psychoanalysis. Psychiatry</topic><topic>Psychology. Psychophysiology</topic><topic>Psychometrics. Statistics. Methodology</topic><topic>Repeated Measures</topic><topic>Statistics. Mathematics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Judd, Charles M</creatorcontrib><creatorcontrib>Kenny, David A</creatorcontrib><creatorcontrib>McClelland, Gary H</creatorcontrib><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>APA PsycArticles®</collection><collection>ProQuest One Psychology</collection><collection>MEDLINE - Academic</collection><jtitle>Psychological methods</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Judd, Charles M</au><au>Kenny, David A</au><au>McClelland, Gary H</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Estimating and Testing Mediation and Moderation in Within-Subject Designs</atitle><jtitle>Psychological methods</jtitle><addtitle>Psychol Methods</addtitle><date>2001-06-01</date><risdate>2001</risdate><volume>6</volume><issue>2</issue><spage>115</spage><epage>134</epage><pages>115-134</pages><issn>1082-989X</issn><eissn>1939-1463</eissn><abstract>Analyses designed to detect mediation and moderation of treatment effects
are increasingly prevalent in research in psychology. The mediation
question concerns the processes that produce a treatment effect. The
moderation question concerns factors that affect the magnitude of that
effect. Although analytic procedures have been reasonably well worked
out in the case in which the treatment varies between participants, no
systematic procedures for examining mediation and moderation have been
developed in the case in which the treatment varies within
participants. The authors present an analytic approach to these issues
using ordinary least squares estimation.</abstract><cop>Washington, DC</cop><pub>American Psychological Association</pub><pmid>11411437</pmid><doi>10.1037/1082-989X.6.2.115</doi><tpages>20</tpages><orcidid>https://orcid.org/0000-0002-7652-7007</orcidid><oa>free_for_read</oa></addata></record> |
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| ispartof | Psychological methods, 2001-06, Vol.6 (2), p.115-134 |
| issn | 1082-989X 1939-1463 |
| language | eng |
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| source | MEDLINE; EBSCOhost APA PsycARTICLES |
| subjects | Biological and medical sciences Data Interpretation, Statistical Estimation Experimental Design Fundamental and applied biological sciences. Psychology Human Humans Mental Disorders - therapy Methodology Outcome and Process Assessment (Health Care) - statistics & numerical data Psychology Psychology. Psychoanalysis. Psychiatry Psychology. Psychophysiology Psychometrics. Statistics. Methodology Repeated Measures Statistics. Mathematics |
| title | Estimating and Testing Mediation and Moderation in Within-Subject Designs |
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