How to compare scores from different depression scales: equating the Patient Health Questionnaire (PHQ) and the ICD-10-Symptom Rating (ISR) using Item Response Theory
A wide range of questionnaires for measuring depression are available. Item Response Theory models can help to evaluate the questionnaires exceeding the boundaries of Classical Test Theory and provide an opportunity to equate the questionnaires. In this study after checking for unidimensionality, a...
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Veröffentlicht in: | International journal of methods in psychiatric research 2011-12, Vol.20 (4), p.203-214 |
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description | A wide range of questionnaires for measuring depression are available. Item Response Theory models can help to evaluate the questionnaires exceeding the boundaries of Classical Test Theory and provide an opportunity to equate the questionnaires.
In this study after checking for unidimensionality, a General Partial Credit Model was applied to data from two different depression scales [Patient Health Questionnaire (PHQ‐9) and ICD‐10‐Symptom Rating (ISR)] obtained in clinical settings from a consecutive sample, including 4517 observations from a total of 2999 inpatients and outpatients of a psychosomatic clinic. The precision of each questionnaire was compared and the model was used to transform scores based on the assumed underlying latent trait.
Both instruments were constructed to measure the same construct and their estimates of depression severity are highly correlated. Our analysis showed that the predicted scores provided by the conversion tables are similar to the observed scores in a validation sample.
The PHQ‐9 and ISR depression scales measure depression severity across a broad range with similar precision. While the PHQ‐9 shows advantages in measuring low or high depression severity, the ISR is more parsimonious and also suitable for clinical purposes. Furthermore, the equation tables derived in this study enhance the comparability of studies using either one of the instruments, but due to substantial statistical spread the comparison of individual scores is imprecise. Copyright © 2011 John Wiley & Sons, Ltd. |
doi_str_mv | 10.1002/mpr.350 |
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In this study after checking for unidimensionality, a General Partial Credit Model was applied to data from two different depression scales [Patient Health Questionnaire (PHQ‐9) and ICD‐10‐Symptom Rating (ISR)] obtained in clinical settings from a consecutive sample, including 4517 observations from a total of 2999 inpatients and outpatients of a psychosomatic clinic. The precision of each questionnaire was compared and the model was used to transform scores based on the assumed underlying latent trait.
Both instruments were constructed to measure the same construct and their estimates of depression severity are highly correlated. Our analysis showed that the predicted scores provided by the conversion tables are similar to the observed scores in a validation sample.
The PHQ‐9 and ISR depression scales measure depression severity across a broad range with similar precision. While the PHQ‐9 shows advantages in measuring low or high depression severity, the ISR is more parsimonious and also suitable for clinical purposes. Furthermore, the equation tables derived in this study enhance the comparability of studies using either one of the instruments, but due to substantial statistical spread the comparison of individual scores is imprecise. Copyright © 2011 John Wiley & Sons, Ltd.</description><identifier>ISSN: 1049-8931</identifier><identifier>ISSN: 1557-0657</identifier><identifier>EISSN: 1557-0657</identifier><identifier>DOI: 10.1002/mpr.350</identifier><identifier>PMID: 22021205</identifier><language>eng</language><publisher>Chichester, UK: John Wiley & Sons, Ltd</publisher><subject>Adolescent ; Adult ; Aged ; Aged, 80 and over ; Boundaries ; Classical test theory ; Data processing ; Depression ; Depression - diagnosis ; Depression - psychology ; depression self-rating scales ; equating ; Female ; Humans ; International Classification of Diseases ; Inventories ; ISR ; Item Response Theory ; Male ; Mathematical models ; Mental depression ; Middle Aged ; Models, Anatomic ; PHQ ; Psychiatric Status Rating Scales ; Psychometrics - methods ; Questionnaires ; Reproducibility of Results ; Statistics ; Surveys and Questionnaires ; Weights and Measures ; Young Adult</subject><ispartof>International journal of methods in psychiatric research, 2011-12, Vol.20 (4), p.203-214</ispartof><rights>Copyright © 2011 John Wiley & Sons, Ltd</rights><rights>Copyright © 2011 John Wiley & Sons, Ltd.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c5030-80ca901379455bba5814380ba10082e5b044792c38d6b70ec63ec00ced1ed2603</citedby><cites>FETCH-LOGICAL-c5030-80ca901379455bba5814380ba10082e5b044792c38d6b70ec63ec00ced1ed2603</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6878401/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6878401/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,723,776,780,881,1411,27901,27902,45550,45551,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/22021205$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Fischer, H. Felix</creatorcontrib><creatorcontrib>Tritt, Karin</creatorcontrib><creatorcontrib>Klapp, Burghard F.</creatorcontrib><creatorcontrib>Fliege, Herbert</creatorcontrib><title>How to compare scores from different depression scales: equating the Patient Health Questionnaire (PHQ) and the ICD-10-Symptom Rating (ISR) using Item Response Theory</title><title>International journal of methods in psychiatric research</title><addtitle>Int. J. Methods Psychiatr. Res</addtitle><description>A wide range of questionnaires for measuring depression are available. Item Response Theory models can help to evaluate the questionnaires exceeding the boundaries of Classical Test Theory and provide an opportunity to equate the questionnaires.
In this study after checking for unidimensionality, a General Partial Credit Model was applied to data from two different depression scales [Patient Health Questionnaire (PHQ‐9) and ICD‐10‐Symptom Rating (ISR)] obtained in clinical settings from a consecutive sample, including 4517 observations from a total of 2999 inpatients and outpatients of a psychosomatic clinic. The precision of each questionnaire was compared and the model was used to transform scores based on the assumed underlying latent trait.
Both instruments were constructed to measure the same construct and their estimates of depression severity are highly correlated. Our analysis showed that the predicted scores provided by the conversion tables are similar to the observed scores in a validation sample.
The PHQ‐9 and ISR depression scales measure depression severity across a broad range with similar precision. While the PHQ‐9 shows advantages in measuring low or high depression severity, the ISR is more parsimonious and also suitable for clinical purposes. Furthermore, the equation tables derived in this study enhance the comparability of studies using either one of the instruments, but due to substantial statistical spread the comparison of individual scores is imprecise. Copyright © 2011 John Wiley & Sons, Ltd.</description><subject>Adolescent</subject><subject>Adult</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Boundaries</subject><subject>Classical test theory</subject><subject>Data processing</subject><subject>Depression</subject><subject>Depression - diagnosis</subject><subject>Depression - psychology</subject><subject>depression self-rating scales</subject><subject>equating</subject><subject>Female</subject><subject>Humans</subject><subject>International Classification of Diseases</subject><subject>Inventories</subject><subject>ISR</subject><subject>Item Response Theory</subject><subject>Male</subject><subject>Mathematical models</subject><subject>Mental depression</subject><subject>Middle Aged</subject><subject>Models, Anatomic</subject><subject>PHQ</subject><subject>Psychiatric Status Rating Scales</subject><subject>Psychometrics - methods</subject><subject>Questionnaires</subject><subject>Reproducibility of Results</subject><subject>Statistics</subject><subject>Surveys and Questionnaires</subject><subject>Weights and Measures</subject><subject>Young Adult</subject><issn>1049-8931</issn><issn>1557-0657</issn><issn>1557-0657</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2011</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kt9u0zAUxiMEYltBvAGyxAWdUMaxE8cJF0iog7VSga4dqsSN5Tina7YkzuyE0RfiOXHpKH8kuPLR8U_fd87RFwRPKJxQAPaybu1JxOFecEg5FyEkXNz3NcRZmGYRPQiOnLsCoCljycPggDFglAE_DL6NzS3pDNGmbpVF4rSx6MjKmpoU5WqFFpuOFNj6ritN4wFVoXtF8KZXXdlckm6NZObLLTdGVXVrct6j6zzcqNJLDmfj82OimuIHOhmdhhTCxaZuO-8x34kMJ4v5Mendtp506PvoWtM4JBdrNHbzKHiwUpXDx3fvIPj07u3FaBxOP55NRm-moeYQQZiCVhnQSGQx53mueErjKIVc-SOlDHkOcSwypqO0SHIBqJMINYDGgmLBEogGweudbtvnNRbaL2VVJVtb1spupFGl_POnKdfy0nyRSSrS2DsPgud3AtbcbM8g69JprCrVoOmdzCChnLGMeXL4X5ICFVnKqEg9-uwv9Mr0tvGHkCziVMTeXPyy1tY4Z3G1H5uC3KZE-pRInxJPPv19yz33MxYeeLEDbssKN__Ske9n851cuKNL1-HXPa3stUxEJLhcfjiTi8_L-TIbTeU4-g4smtUJ</recordid><startdate>201112</startdate><enddate>201112</enddate><creator>Fischer, H. Felix</creator><creator>Tritt, Karin</creator><creator>Klapp, Burghard F.</creator><creator>Fliege, Herbert</creator><general>John Wiley & Sons, Ltd</general><general>John Wiley & Sons, Inc</general><scope>BSCLL</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>7TK</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>201112</creationdate><title>How to compare scores from different depression scales: equating the Patient Health Questionnaire (PHQ) and the ICD-10-Symptom Rating (ISR) using Item Response Theory</title><author>Fischer, H. Felix ; Tritt, Karin ; Klapp, Burghard F. ; Fliege, Herbert</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c5030-80ca901379455bba5814380ba10082e5b044792c38d6b70ec63ec00ced1ed2603</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2011</creationdate><topic>Adolescent</topic><topic>Adult</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Boundaries</topic><topic>Classical test theory</topic><topic>Data processing</topic><topic>Depression</topic><topic>Depression - diagnosis</topic><topic>Depression - psychology</topic><topic>depression self-rating scales</topic><topic>equating</topic><topic>Female</topic><topic>Humans</topic><topic>International Classification of Diseases</topic><topic>Inventories</topic><topic>ISR</topic><topic>Item Response Theory</topic><topic>Male</topic><topic>Mathematical models</topic><topic>Mental depression</topic><topic>Middle Aged</topic><topic>Models, Anatomic</topic><topic>PHQ</topic><topic>Psychiatric Status Rating Scales</topic><topic>Psychometrics - methods</topic><topic>Questionnaires</topic><topic>Reproducibility of Results</topic><topic>Statistics</topic><topic>Surveys and Questionnaires</topic><topic>Weights and Measures</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Fischer, H. Felix</creatorcontrib><creatorcontrib>Tritt, Karin</creatorcontrib><creatorcontrib>Klapp, Burghard F.</creatorcontrib><creatorcontrib>Fliege, Herbert</creatorcontrib><collection>Istex</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Neurosciences Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>International journal of methods in psychiatric research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Fischer, H. Felix</au><au>Tritt, Karin</au><au>Klapp, Burghard F.</au><au>Fliege, Herbert</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>How to compare scores from different depression scales: equating the Patient Health Questionnaire (PHQ) and the ICD-10-Symptom Rating (ISR) using Item Response Theory</atitle><jtitle>International journal of methods in psychiatric research</jtitle><addtitle>Int. J. Methods Psychiatr. Res</addtitle><date>2011-12</date><risdate>2011</risdate><volume>20</volume><issue>4</issue><spage>203</spage><epage>214</epage><pages>203-214</pages><issn>1049-8931</issn><issn>1557-0657</issn><eissn>1557-0657</eissn><abstract>A wide range of questionnaires for measuring depression are available. Item Response Theory models can help to evaluate the questionnaires exceeding the boundaries of Classical Test Theory and provide an opportunity to equate the questionnaires.
In this study after checking for unidimensionality, a General Partial Credit Model was applied to data from two different depression scales [Patient Health Questionnaire (PHQ‐9) and ICD‐10‐Symptom Rating (ISR)] obtained in clinical settings from a consecutive sample, including 4517 observations from a total of 2999 inpatients and outpatients of a psychosomatic clinic. The precision of each questionnaire was compared and the model was used to transform scores based on the assumed underlying latent trait.
Both instruments were constructed to measure the same construct and their estimates of depression severity are highly correlated. Our analysis showed that the predicted scores provided by the conversion tables are similar to the observed scores in a validation sample.
The PHQ‐9 and ISR depression scales measure depression severity across a broad range with similar precision. While the PHQ‐9 shows advantages in measuring low or high depression severity, the ISR is more parsimonious and also suitable for clinical purposes. Furthermore, the equation tables derived in this study enhance the comparability of studies using either one of the instruments, but due to substantial statistical spread the comparison of individual scores is imprecise. Copyright © 2011 John Wiley & Sons, Ltd.</abstract><cop>Chichester, UK</cop><pub>John Wiley & Sons, Ltd</pub><pmid>22021205</pmid><doi>10.1002/mpr.350</doi><tpages>12</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adolescent Adult Aged Aged, 80 and over Boundaries Classical test theory Data processing Depression Depression - diagnosis Depression - psychology depression self-rating scales equating Female Humans International Classification of Diseases Inventories ISR Item Response Theory Male Mathematical models Mental depression Middle Aged Models, Anatomic PHQ Psychiatric Status Rating Scales Psychometrics - methods Questionnaires Reproducibility of Results Statistics Surveys and Questionnaires Weights and Measures Young Adult |
title | How to compare scores from different depression scales: equating the Patient Health Questionnaire (PHQ) and the ICD-10-Symptom Rating (ISR) using Item Response Theory |
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