Identifying the risk of opioid misuse in a chronic pain population: the utility of the MMPI-2-RF personality psychopathology five (PSY-5-RF) and higher-order scales
Prescription-related opioid misuse, especially in chronic pain populations, is an ongoing problem and is related to increased mortality. The purpose of this study was to assess the utility of two restructured scales of the MMPI-2-RF: the Personality Psychopathology Five (PSY-5-RF) and the Higher-Ord...
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Veröffentlicht in: | Journal of behavioral medicine 2022-10, Vol.45 (5), p.739-749 |
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description | Prescription-related opioid misuse, especially in chronic pain populations, is an ongoing problem and is related to increased mortality. The purpose of this study was to assess the utility of two restructured scales of the MMPI-2-RF: the Personality Psychopathology Five (PSY-5-RF) and the Higher-Order Scales to determine which of their subscales may be beneficial for identifying the risk of opioid misuse in a chronic pain population. A sample of 136 patients with chronic disabling occupational musculoskeletal disorders completed the MMPI-2-RF and the Current Opioid Misuse Measure (COMM) upon admission to a functional restoration program. The PSY-5-RF and H–O subscales were correlated with the baseline COMM scores. Correlation analyses, ROC curve analyses, and multiple binary logistic regression models were developed to determine which subscales were most associated with elevated COMM scores. The results of the regression analyses suggest that Scale elevations on two of the PSY-5-RF Scales and two Higher-Order Scales of the MMPI-2-RF demonstrated significant associations with elevated COMM scores, thus exhibiting the utility of these subscales in identifying the risk of opioid misuse among chronic pain patients. These findings are clinically meaningful in underscoring the importance of identifying specific personality traits as potential predictors of opioid misuse, and identifying those at risk through careful screening. Clinical implications based on each of the PSY-5-RF and H–O scales significantly associated with elevated COMM scores are discussed. |
doi_str_mv | 10.1007/s10865-022-00347-w |
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The purpose of this study was to assess the utility of two restructured scales of the MMPI-2-RF: the Personality Psychopathology Five (PSY-5-RF) and the Higher-Order Scales to determine which of their subscales may be beneficial for identifying the risk of opioid misuse in a chronic pain population. A sample of 136 patients with chronic disabling occupational musculoskeletal disorders completed the MMPI-2-RF and the Current Opioid Misuse Measure (COMM) upon admission to a functional restoration program. The PSY-5-RF and H–O subscales were correlated with the baseline COMM scores. Correlation analyses, ROC curve analyses, and multiple binary logistic regression models were developed to determine which subscales were most associated with elevated COMM scores. The results of the regression analyses suggest that Scale elevations on two of the PSY-5-RF Scales and two Higher-Order Scales of the MMPI-2-RF demonstrated significant associations with elevated COMM scores, thus exhibiting the utility of these subscales in identifying the risk of opioid misuse among chronic pain patients. These findings are clinically meaningful in underscoring the importance of identifying specific personality traits as potential predictors of opioid misuse, and identifying those at risk through careful screening. Clinical implications based on each of the PSY-5-RF and H–O scales significantly associated with elevated COMM scores are discussed.</description><identifier>ISSN: 0160-7715</identifier><identifier>EISSN: 1573-3521</identifier><identifier>DOI: 10.1007/s10865-022-00347-w</identifier><language>eng</language><publisher>New York: Springer US</publisher><subject>Chronic pain ; Correlation analysis ; Drug therapy ; Family Medicine ; General Practice ; Health Psychology ; Medical screening ; Medicine ; Medicine & Public Health ; Minnesota Multiphasic Personality Inventory ; Musculoskeletal diseases ; Narcotics ; Opioids ; Pain ; Patients ; Personality ; Personality tests ; Personality traits ; Psychopathology ; Regression analysis</subject><ispartof>Journal of behavioral medicine, 2022-10, Vol.45 (5), p.739-749</ispartof><rights>The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022. 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The purpose of this study was to assess the utility of two restructured scales of the MMPI-2-RF: the Personality Psychopathology Five (PSY-5-RF) and the Higher-Order Scales to determine which of their subscales may be beneficial for identifying the risk of opioid misuse in a chronic pain population. A sample of 136 patients with chronic disabling occupational musculoskeletal disorders completed the MMPI-2-RF and the Current Opioid Misuse Measure (COMM) upon admission to a functional restoration program. The PSY-5-RF and H–O subscales were correlated with the baseline COMM scores. Correlation analyses, ROC curve analyses, and multiple binary logistic regression models were developed to determine which subscales were most associated with elevated COMM scores. 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Clinical implications based on each of the PSY-5-RF and H–O scales significantly associated with elevated COMM scores are discussed.</description><subject>Chronic pain</subject><subject>Correlation analysis</subject><subject>Drug therapy</subject><subject>Family Medicine</subject><subject>General Practice</subject><subject>Health Psychology</subject><subject>Medical screening</subject><subject>Medicine</subject><subject>Medicine & Public Health</subject><subject>Minnesota Multiphasic Personality Inventory</subject><subject>Musculoskeletal diseases</subject><subject>Narcotics</subject><subject>Opioids</subject><subject>Pain</subject><subject>Patients</subject><subject>Personality</subject><subject>Personality tests</subject><subject>Personality traits</subject><subject>Psychopathology</subject><subject>Regression analysis</subject><issn>0160-7715</issn><issn>1573-3521</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>7QJ</sourceid><sourceid>8G5</sourceid><sourceid>BENPR</sourceid><sourceid>GUQSH</sourceid><sourceid>M2O</sourceid><recordid>eNp9ks1u1DAURiMEEkPhBVhZYlMWLtdJbMfsqorCSK2o-FmwilznOnHJ2MFOqOZ9eFA8M0gVaIS8sK59zpU-6SuKlwzOGIB8kxg0glMoSwpQ1ZLePypWjMuKVrxkj4sVMAFUSsafFs9SugMAoWq1Kn6tO_Szs1vnezIPSKJL30mwJEwuuI5sXFoSEueJJmaIwTtDJp3HKUzLqGcX_Nu9t8xudPN2p-7G6-ubNS3pp0syYUzB6_3nlLZmCJOehzCGfkus-4nk9ObzN8oz-ppo35HB9QNGGmKHkSSjR0zPiydWjwlf_LlPiq-X775cfKBXH9-vL86vqKkaOdOukZI3Fk0DoBiiViU3ne5YLawVXJuq0k3NDAiJoGzNbiW_VcCMgo53wKqT4vSwd4rhx4JpbnN8g-OoPYYltaVQElRZS5HRV_-gd2GJOWamJJO8KmtVPVB9jtE6b8Mctdktbc8lU6IWgkOm6BGqR49Rj8Gjdfn5L_7sCJ9PhxtnjgrlQTAxpBTRtlN0Gx23LYN215_20J8296fd96e9z1J1kFKGfY_xIeF_rN90bseC</recordid><startdate>20221001</startdate><enddate>20221001</enddate><creator>Giblin, Madeline J.</creator><creator>Cordaro, Millie</creator><creator>Haskard-Zolnierek, Kelly</creator><creator>Jordan, Krista</creator><creator>Bitney, Catherine</creator><creator>Howard, Krista</creator><general>Springer US</general><general>Springer</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>0-V</scope><scope>3V.</scope><scope>7QJ</scope><scope>7RV</scope><scope>7TK</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>88G</scope><scope>8AO</scope><scope>8C1</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ALSLI</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>HEHIP</scope><scope>K9.</scope><scope>KB0</scope><scope>M0S</scope><scope>M1P</scope><scope>M2M</scope><scope>M2O</scope><scope>M2S</scope><scope>MBDVC</scope><scope>NAPCQ</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PSYQQ</scope><scope>Q9U</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0003-2912-355X</orcidid></search><sort><creationdate>20221001</creationdate><title>Identifying the risk of opioid misuse in a chronic pain population: the utility of the MMPI-2-RF personality psychopathology five (PSY-5-RF) and higher-order scales</title><author>Giblin, Madeline J. ; Cordaro, Millie ; Haskard-Zolnierek, Kelly ; Jordan, Krista ; Bitney, Catherine ; Howard, Krista</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c387t-d87758fec80091eea925cdad146ff65ac33a841c067e09f41b75b901c90d5d013</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Chronic pain</topic><topic>Correlation analysis</topic><topic>Drug therapy</topic><topic>Family Medicine</topic><topic>General Practice</topic><topic>Health Psychology</topic><topic>Medical screening</topic><topic>Medicine</topic><topic>Medicine & Public Health</topic><topic>Minnesota Multiphasic Personality Inventory</topic><topic>Musculoskeletal diseases</topic><topic>Narcotics</topic><topic>Opioids</topic><topic>Pain</topic><topic>Patients</topic><topic>Personality</topic><topic>Personality tests</topic><topic>Personality traits</topic><topic>Psychopathology</topic><topic>Regression analysis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Giblin, Madeline J.</creatorcontrib><creatorcontrib>Cordaro, Millie</creatorcontrib><creatorcontrib>Haskard-Zolnierek, Kelly</creatorcontrib><creatorcontrib>Jordan, Krista</creatorcontrib><creatorcontrib>Bitney, Catherine</creatorcontrib><creatorcontrib>Howard, Krista</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Social Sciences Premium Collection</collection><collection>ProQuest Central (Corporate)</collection><collection>Applied Social Sciences Index & Abstracts (ASSIA)</collection><collection>Nursing & Allied Health Database</collection><collection>Neurosciences Abstracts</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Psychology Database (Alumni)</collection><collection>ProQuest Pharma Collection</collection><collection>ProQuest Public Health Database</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Research Library (Alumni Edition)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>Social Science Premium Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>Research Library Prep</collection><collection>Sociology Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>ProQuest Psychology</collection><collection>Research Library</collection><collection>Sociology Database</collection><collection>Research Library (Corporate)</collection><collection>Nursing & Allied Health Premium</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest One Psychology</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of behavioral medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Giblin, Madeline J.</au><au>Cordaro, Millie</au><au>Haskard-Zolnierek, Kelly</au><au>Jordan, Krista</au><au>Bitney, Catherine</au><au>Howard, Krista</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Identifying the risk of opioid misuse in a chronic pain population: the utility of the MMPI-2-RF personality psychopathology five (PSY-5-RF) and higher-order scales</atitle><jtitle>Journal of behavioral medicine</jtitle><stitle>J Behav Med</stitle><date>2022-10-01</date><risdate>2022</risdate><volume>45</volume><issue>5</issue><spage>739</spage><epage>749</epage><pages>739-749</pages><issn>0160-7715</issn><eissn>1573-3521</eissn><abstract>Prescription-related opioid misuse, especially in chronic pain populations, is an ongoing problem and is related to increased mortality. The purpose of this study was to assess the utility of two restructured scales of the MMPI-2-RF: the Personality Psychopathology Five (PSY-5-RF) and the Higher-Order Scales to determine which of their subscales may be beneficial for identifying the risk of opioid misuse in a chronic pain population. A sample of 136 patients with chronic disabling occupational musculoskeletal disorders completed the MMPI-2-RF and the Current Opioid Misuse Measure (COMM) upon admission to a functional restoration program. The PSY-5-RF and H–O subscales were correlated with the baseline COMM scores. Correlation analyses, ROC curve analyses, and multiple binary logistic regression models were developed to determine which subscales were most associated with elevated COMM scores. The results of the regression analyses suggest that Scale elevations on two of the PSY-5-RF Scales and two Higher-Order Scales of the MMPI-2-RF demonstrated significant associations with elevated COMM scores, thus exhibiting the utility of these subscales in identifying the risk of opioid misuse among chronic pain patients. These findings are clinically meaningful in underscoring the importance of identifying specific personality traits as potential predictors of opioid misuse, and identifying those at risk through careful screening. Clinical implications based on each of the PSY-5-RF and H–O scales significantly associated with elevated COMM scores are discussed.</abstract><cop>New York</cop><pub>Springer US</pub><doi>10.1007/s10865-022-00347-w</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0003-2912-355X</orcidid></addata></record> |
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subjects | Chronic pain Correlation analysis Drug therapy Family Medicine General Practice Health Psychology Medical screening Medicine Medicine & Public Health Minnesota Multiphasic Personality Inventory Musculoskeletal diseases Narcotics Opioids Pain Patients Personality Personality tests Personality traits Psychopathology Regression analysis |
title | Identifying the risk of opioid misuse in a chronic pain population: the utility of the MMPI-2-RF personality psychopathology five (PSY-5-RF) and higher-order scales |
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