How Do Risk Factors Work Together? Mediators, Moderators, and Independent, Overlapping, and Proxy Risk Factors
OBJECTIVE: The authors developed a methodological basis for investigating how risk factors work together. Better methods are needed for understanding the etiology of disorders, such as psychiatric syndromes, that presumably are the result of complex causal chains. METHOD: Approaches from psychology,...
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Veröffentlicht in: | The American journal of psychiatry 2001-06, Vol.158 (6), p.848-856 |
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creator | Kraemer, Helena Chmura Stice, Eric Kazdin, Alan Offord, David Kupfer, David |
description | OBJECTIVE: The authors developed a methodological basis for investigating how risk factors work together. Better methods are needed for understanding the etiology of disorders, such as psychiatric syndromes, that presumably are the result of complex causal chains. METHOD: Approaches from psychology, epidemiology, clinical trials, and basic sciences were synthesized. RESULTS: The authors define conceptually and operationally five different clinically important ways in which two risk factors may work together to influence an outcome: as proxy, overlapping, and independent risk factors and as mediators and moderators. CONCLUSIONS: Classifying putative risk factors into these qualitatively different types can help identify high-risk individuals in need of preventive interventions and can help inform the content of such interventions. These methods may also help bridge the gaps between theory, the basic and clinical sciences, and clinical and policy applications and thus aid the search for early diagnoses and for highly effective preventive and treatment interventions. |
doi_str_mv | 10.1176/appi.ajp.158.6.848 |
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Mediators, Moderators, and Independent, Overlapping, and Proxy Risk Factors</title><source>Applied Social Sciences Index & Abstracts (ASSIA)</source><source>MEDLINE</source><source>American Psychiatric Publishing Journals (1997-Present)</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><creator>Kraemer, Helena Chmura ; Stice, Eric ; Kazdin, Alan ; Offord, David ; Kupfer, David</creator><creatorcontrib>Kraemer, Helena Chmura ; Stice, Eric ; Kazdin, Alan ; Offord, David ; Kupfer, David</creatorcontrib><description>OBJECTIVE: The authors developed a methodological basis for investigating how risk factors work together. Better methods are needed for understanding the etiology of disorders, such as psychiatric syndromes, that presumably are the result of complex causal chains. METHOD: Approaches from psychology, epidemiology, clinical trials, and basic sciences were synthesized. RESULTS: The authors define conceptually and operationally five different clinically important ways in which two risk factors may work together to influence an outcome: as proxy, overlapping, and independent risk factors and as mediators and moderators. CONCLUSIONS: Classifying putative risk factors into these qualitatively different types can help identify high-risk individuals in need of preventive interventions and can help inform the content of such interventions. These methods may also help bridge the gaps between theory, the basic and clinical sciences, and clinical and policy applications and thus aid the search for early diagnoses and for highly effective preventive and treatment interventions.</description><identifier>ISSN: 0002-953X</identifier><identifier>EISSN: 1535-7228</identifier><identifier>DOI: 10.1176/appi.ajp.158.6.848</identifier><identifier>PMID: 11384888</identifier><identifier>CODEN: AJPSAO</identifier><language>eng</language><publisher>Washington, DC: American Psychiatric Publishing</publisher><subject>Biological and medical sciences ; Causality ; Humans ; Linear Models ; Medical diagnosis ; Medical sciences ; Mental disorders ; Mental Disorders - etiology ; Mental Disorders - prevention & control ; Mental Disorders - therapy ; Methodology. Experimentation ; Outcome Assessment (Health Care) ; Psychiatric disorders ; Psychiatry ; Psychology. Psychoanalysis. Psychiatry ; Psychopathology. 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Mediators, Moderators, and Independent, Overlapping, and Proxy Risk Factors</title><title>The American journal of psychiatry</title><addtitle>Am J Psychiatry</addtitle><description>OBJECTIVE: The authors developed a methodological basis for investigating how risk factors work together. Better methods are needed for understanding the etiology of disorders, such as psychiatric syndromes, that presumably are the result of complex causal chains. METHOD: Approaches from psychology, epidemiology, clinical trials, and basic sciences were synthesized. RESULTS: The authors define conceptually and operationally five different clinically important ways in which two risk factors may work together to influence an outcome: as proxy, overlapping, and independent risk factors and as mediators and moderators. CONCLUSIONS: Classifying putative risk factors into these qualitatively different types can help identify high-risk individuals in need of preventive interventions and can help inform the content of such interventions. These methods may also help bridge the gaps between theory, the basic and clinical sciences, and clinical and policy applications and thus aid the search for early diagnoses and for highly effective preventive and treatment interventions.</description><subject>Biological and medical sciences</subject><subject>Causality</subject><subject>Humans</subject><subject>Linear Models</subject><subject>Medical diagnosis</subject><subject>Medical sciences</subject><subject>Mental disorders</subject><subject>Mental Disorders - etiology</subject><subject>Mental Disorders - prevention & control</subject><subject>Mental Disorders - therapy</subject><subject>Methodology. Experimentation</subject><subject>Outcome Assessment (Health Care)</subject><subject>Psychiatric disorders</subject><subject>Psychiatry</subject><subject>Psychology. Psychoanalysis. Psychiatry</subject><subject>Psychopathology. Psychiatry</subject><subject>Risk assessment</subject><subject>Risk Factors</subject><subject>Techniques and methods</subject><subject>Terminology as Topic</subject><issn>0002-953X</issn><issn>1535-7228</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2001</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>7QJ</sourceid><recordid>eNqFkU1P3DAQhq2qFSwLf6CHyqpQTyT4I3acU4VoKUggUEXV3ixvPKZZsnFqZyn8e5xuVEoP7cFjW_PMO2O_CL2mJKe0lIem75vcLPucCpXLXBXqBZpRwUVWMqZeohkhhGWV4N-20U6My3QlvGRbaJtSnmilZqg79T_xB48_N_EWn5h68CHirz7c4mt_A8N3CO_xBdjGjIkDfOEthOlsOovPOgs9pNANB_jyDkI7DtXdbLJXwd8_PJPeRa-caSPsTfscfTn5eH18mp1ffjo7PjrPTFGxISuVpYU0rCioNY5UnClwxBpwC1pWkhMCSpaycItaSsLqwnLrpGXCEOoEED5H7za6ffA_1hAHvWpiDW1rOvDrqEtS0SqF_4KilOO30QS-_Qtc-nXo0iM0Y6QQfFxzxDZQHXyMAZzuQ7My4UFTokfP9Pg9Onmmk2da6uRCKnozKa8XK7BPJZNJCdifABNr07pgurqJf0gTLviIHW6wXz1-T_ePzo95DK-m</recordid><startdate>20010601</startdate><enddate>20010601</enddate><creator>Kraemer, Helena Chmura</creator><creator>Stice, Eric</creator><creator>Kazdin, Alan</creator><creator>Offord, David</creator><creator>Kupfer, David</creator><general>American Psychiatric Publishing</general><general>American Psychiatric 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>K9.</scope><scope>NAPCQ</scope><scope>7QJ</scope><scope>7X8</scope></search><sort><creationdate>20010601</creationdate><title>How Do Risk Factors Work Together? Mediators, Moderators, and Independent, Overlapping, and Proxy Risk Factors</title><author>Kraemer, Helena Chmura ; Stice, Eric ; Kazdin, Alan ; Offord, David ; Kupfer, David</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a492t-78d146a2441daf09328ef0daefb1796300e86764fbc6602c4d3df6d25a01f5e03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2001</creationdate><topic>Biological and medical sciences</topic><topic>Causality</topic><topic>Humans</topic><topic>Linear Models</topic><topic>Medical diagnosis</topic><topic>Medical sciences</topic><topic>Mental disorders</topic><topic>Mental Disorders - etiology</topic><topic>Mental Disorders - prevention & control</topic><topic>Mental Disorders - therapy</topic><topic>Methodology. Experimentation</topic><topic>Outcome Assessment (Health Care)</topic><topic>Psychiatric disorders</topic><topic>Psychiatry</topic><topic>Psychology. Psychoanalysis. Psychiatry</topic><topic>Psychopathology. Psychiatry</topic><topic>Risk assessment</topic><topic>Risk Factors</topic><topic>Techniques and methods</topic><topic>Terminology as Topic</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kraemer, Helena Chmura</creatorcontrib><creatorcontrib>Stice, Eric</creatorcontrib><creatorcontrib>Kazdin, Alan</creatorcontrib><creatorcontrib>Offord, David</creatorcontrib><creatorcontrib>Kupfer, David</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>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Premium</collection><collection>Applied Social Sciences Index & Abstracts (ASSIA)</collection><collection>MEDLINE - Academic</collection><jtitle>The American journal of psychiatry</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kraemer, Helena Chmura</au><au>Stice, Eric</au><au>Kazdin, Alan</au><au>Offord, David</au><au>Kupfer, David</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>How Do Risk Factors Work Together? Mediators, Moderators, and Independent, Overlapping, and Proxy Risk Factors</atitle><jtitle>The American journal of psychiatry</jtitle><addtitle>Am J Psychiatry</addtitle><date>2001-06-01</date><risdate>2001</risdate><volume>158</volume><issue>6</issue><spage>848</spage><epage>856</epage><pages>848-856</pages><issn>0002-953X</issn><eissn>1535-7228</eissn><coden>AJPSAO</coden><abstract>OBJECTIVE: The authors developed a methodological basis for investigating how risk factors work together. Better methods are needed for understanding the etiology of disorders, such as psychiatric syndromes, that presumably are the result of complex causal chains. METHOD: Approaches from psychology, epidemiology, clinical trials, and basic sciences were synthesized. 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source | Applied Social Sciences Index & Abstracts (ASSIA); MEDLINE; American Psychiatric Publishing Journals (1997-Present); Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals |
subjects | Biological and medical sciences Causality Humans Linear Models Medical diagnosis Medical sciences Mental disorders Mental Disorders - etiology Mental Disorders - prevention & control Mental Disorders - therapy Methodology. Experimentation Outcome Assessment (Health Care) Psychiatric disorders Psychiatry Psychology. Psychoanalysis. Psychiatry Psychopathology. Psychiatry Risk assessment Risk Factors Techniques and methods Terminology as Topic |
title | How Do Risk Factors Work Together? Mediators, Moderators, and Independent, Overlapping, and Proxy Risk Factors |
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