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Age-correction of test scores reduces the validity of mild cognitive impairment in predicting progression to dementia
A phase of mild cognitive impairment (MCI) precedes most forms of neurodegenerative dementia. Many definitions of MCI recommend the use of test norms to diagnose cognitive impairment. It is, however, unclear whether the use of norms actually improves the detection of individuals at risk of dementia....
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Published in: | PloS one 2014-08, Vol.9 (8), p.e106284-e106284 |
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description | A phase of mild cognitive impairment (MCI) precedes most forms of neurodegenerative dementia. Many definitions of MCI recommend the use of test norms to diagnose cognitive impairment. It is, however, unclear whether the use of norms actually improves the detection of individuals at risk of dementia. Therefore, the effects of age- and education-norms on the validity of test scores in predicting progression to dementia were investigated.
Baseline cognitive test scores (Syndrome Short Test) of dementia-free participants aged ≥65 were used to predict progression to dementia within three years. Participants were comprehensively examined one, two, and three years after baseline. Test scores were calculated with correction for (1) age and education, (2) education only, (3) age only and (4) without correction. Predictive validity was estimated with Cox proportional hazard regressions. Areas under the curve (AUCs) were calculated for the one-, two-, and three-year intervals.
82 (15.3%) of initially 537 participants, developed dementia. Model coefficients, hazard ratios, and AUCs of all scores were significant (p |
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Baseline cognitive test scores (Syndrome Short Test) of dementia-free participants aged ≥65 were used to predict progression to dementia within three years. Participants were comprehensively examined one, two, and three years after baseline. Test scores were calculated with correction for (1) age and education, (2) education only, (3) age only and (4) without correction. Predictive validity was estimated with Cox proportional hazard regressions. Areas under the curve (AUCs) were calculated for the one-, two-, and three-year intervals.
82 (15.3%) of initially 537 participants, developed dementia. Model coefficients, hazard ratios, and AUCs of all scores were significant (p<0.001). Predictive validity was the lowest with age-corrected scores (-2 log likelihood = 840.90, model fit χ2 (1) = 144.27, HR = 1.33, AUCs between 0.73 and 0.87) and the highest with education-corrected scores (-2 log likelihood = 815.80, model fit χ2 (1) = 171.16, HR = 1.34, AUCs between 0.85 and 0.88).
The predictive validity of test scores is markedly reduced by age-correction. Therefore, definitions of MCI should not recommend the use of age-norms in order to improve the detection of individuals at risk of dementia.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0106284</identifier><identifier>PMID: 25171483</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Activities of daily living ; Age ; Age Factors ; Aged ; Aged, 80 and over ; Biology and Life Sciences ; Cognition Disorders - complications ; Cognition Disorders - physiopathology ; Cognitive ability ; Dementia ; Dementia - complications ; Dementia - physiopathology ; Dementia disorders ; Education ; Female ; Humans ; Impairment ; Male ; Medicine and Health Sciences ; Memory ; Models, Biological ; Neuropsychology ; Norms ; Psychiatry ; Psychotherapy ; Studies ; Test procedures ; Validity</subject><ispartof>PloS one, 2014-08, Vol.9 (8), p.e106284-e106284</ispartof><rights>2014 Hessler et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2014 Hessler et al 2014 Hessler et al</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c592t-f7daf9ddeb7c666d36ee251438956af12e72c7ca62d7096f66289617db99a4ed3</citedby><cites>FETCH-LOGICAL-c592t-f7daf9ddeb7c666d36ee251438956af12e72c7ca62d7096f66289617db99a4ed3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2014391547/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2014391547?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,44590,53791,53793,74998</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25171483$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Herholz, Karl</contributor><creatorcontrib>Hessler, Johannes</creatorcontrib><creatorcontrib>Tucha, Oliver</creatorcontrib><creatorcontrib>Förstl, Hans</creatorcontrib><creatorcontrib>Mösch, Edelgard</creatorcontrib><creatorcontrib>Bickel, Horst</creatorcontrib><title>Age-correction of test scores reduces the validity of mild cognitive impairment in predicting progression to dementia</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>A phase of mild cognitive impairment (MCI) precedes most forms of neurodegenerative dementia. Many definitions of MCI recommend the use of test norms to diagnose cognitive impairment. It is, however, unclear whether the use of norms actually improves the detection of individuals at risk of dementia. Therefore, the effects of age- and education-norms on the validity of test scores in predicting progression to dementia were investigated.
Baseline cognitive test scores (Syndrome Short Test) of dementia-free participants aged ≥65 were used to predict progression to dementia within three years. Participants were comprehensively examined one, two, and three years after baseline. Test scores were calculated with correction for (1) age and education, (2) education only, (3) age only and (4) without correction. Predictive validity was estimated with Cox proportional hazard regressions. Areas under the curve (AUCs) were calculated for the one-, two-, and three-year intervals.
82 (15.3%) of initially 537 participants, developed dementia. Model coefficients, hazard ratios, and AUCs of all scores were significant (p<0.001). Predictive validity was the lowest with age-corrected scores (-2 log likelihood = 840.90, model fit χ2 (1) = 144.27, HR = 1.33, AUCs between 0.73 and 0.87) and the highest with education-corrected scores (-2 log likelihood = 815.80, model fit χ2 (1) = 171.16, HR = 1.34, AUCs between 0.85 and 0.88).
The predictive validity of test scores is markedly reduced by age-correction. Therefore, definitions of MCI should not recommend the use of age-norms in order to improve the detection of individuals at risk of dementia.</description><subject>Activities of daily living</subject><subject>Age</subject><subject>Age Factors</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Biology and Life Sciences</subject><subject>Cognition Disorders - complications</subject><subject>Cognition Disorders - physiopathology</subject><subject>Cognitive ability</subject><subject>Dementia</subject><subject>Dementia - complications</subject><subject>Dementia - physiopathology</subject><subject>Dementia disorders</subject><subject>Education</subject><subject>Female</subject><subject>Humans</subject><subject>Impairment</subject><subject>Male</subject><subject>Medicine and Health Sciences</subject><subject>Memory</subject><subject>Models, Biological</subject><subject>Neuropsychology</subject><subject>Norms</subject><subject>Psychiatry</subject><subject>Psychotherapy</subject><subject>Studies</subject><subject>Test procedures</subject><subject>Validity</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNptkk1v1DAQhiMEoqXwDxBE4sIli78dX5Cqio9KlbjA2fLak9SrJA62s1L_PQ6bVi3i5NH4nccz47eq3mK0w1TiT4ewxMkMuzlMsEMYCdKyZ9U5VpQ0giD6_FF8Vr1K6YAQp60QL6szwrHErKXn1XLZQ2NDjGCzD1MdujpDynUqOUh1BLfYcuZbqI9m8M7nu1Uz-sHVNvSTz_4ItR9n4-MIU679VM-lyhfc1Jcw9IWTVnQOtYNV483r6kVnhgRvtvOi-vX1y8-r783Nj2_XV5c3jeWK5KaTznTKOdhLK4RwVACU1hltFRemwwQksdIaQZxESnSi7EAJLN1eKcPA0Yvq_Yk7DyHpbWNJE1QYCnMmi-L6pHDBHPQc_WjinQ7G67-JEHttYvZ2AE2NxI5z1LXOMEytwqht94ZyxLgz2BTW5-21ZT-Cs2XUaIYn0Kc3k7_VfThqhpniDBXAxw0Qw--lfIMefbIwDGaCsCSNOV_HU4oU6Yd_pP-fjp1UNoaUInQPzWCkVxfdV-nVRXpzUSl793iQh6J729A_FInIAg</recordid><startdate>20140829</startdate><enddate>20140829</enddate><creator>Hessler, Johannes</creator><creator>Tucha, Oliver</creator><creator>Förstl, Hans</creator><creator>Mösch, Edelgard</creator><creator>Bickel, Horst</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</general><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>3V.</scope><scope>7QG</scope><scope>7QL</scope><scope>7QO</scope><scope>7RV</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TG</scope><scope>7TM</scope><scope>7U9</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB.</scope><scope>KB0</scope><scope>KL.</scope><scope>L6V</scope><scope>LK8</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>M7S</scope><scope>NAPCQ</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PATMY</scope><scope>PDBOC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20140829</creationdate><title>Age-correction of test scores reduces the validity of mild cognitive impairment in predicting progression to dementia</title><author>Hessler, Johannes ; Tucha, Oliver ; Förstl, Hans ; Mösch, Edelgard ; Bickel, Horst</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c592t-f7daf9ddeb7c666d36ee251438956af12e72c7ca62d7096f66289617db99a4ed3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Activities of daily living</topic><topic>Age</topic><topic>Age Factors</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Biology and Life Sciences</topic><topic>Cognition Disorders - 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Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hessler, Johannes</au><au>Tucha, Oliver</au><au>Förstl, Hans</au><au>Mösch, Edelgard</au><au>Bickel, Horst</au><au>Herholz, Karl</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Age-correction of test scores reduces the validity of mild cognitive impairment in predicting progression to dementia</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2014-08-29</date><risdate>2014</risdate><volume>9</volume><issue>8</issue><spage>e106284</spage><epage>e106284</epage><pages>e106284-e106284</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>A phase of mild cognitive impairment (MCI) precedes most forms of neurodegenerative dementia. Many definitions of MCI recommend the use of test norms to diagnose cognitive impairment. It is, however, unclear whether the use of norms actually improves the detection of individuals at risk of dementia. Therefore, the effects of age- and education-norms on the validity of test scores in predicting progression to dementia were investigated.
Baseline cognitive test scores (Syndrome Short Test) of dementia-free participants aged ≥65 were used to predict progression to dementia within three years. Participants were comprehensively examined one, two, and three years after baseline. Test scores were calculated with correction for (1) age and education, (2) education only, (3) age only and (4) without correction. Predictive validity was estimated with Cox proportional hazard regressions. Areas under the curve (AUCs) were calculated for the one-, two-, and three-year intervals.
82 (15.3%) of initially 537 participants, developed dementia. Model coefficients, hazard ratios, and AUCs of all scores were significant (p<0.001). Predictive validity was the lowest with age-corrected scores (-2 log likelihood = 840.90, model fit χ2 (1) = 144.27, HR = 1.33, AUCs between 0.73 and 0.87) and the highest with education-corrected scores (-2 log likelihood = 815.80, model fit χ2 (1) = 171.16, HR = 1.34, AUCs between 0.85 and 0.88).
The predictive validity of test scores is markedly reduced by age-correction. Therefore, definitions of MCI should not recommend the use of age-norms in order to improve the detection of individuals at risk of dementia.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>25171483</pmid><doi>10.1371/journal.pone.0106284</doi><oa>free_for_read</oa></addata></record> |
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subjects | Activities of daily living Age Age Factors Aged Aged, 80 and over Biology and Life Sciences Cognition Disorders - complications Cognition Disorders - physiopathology Cognitive ability Dementia Dementia - complications Dementia - physiopathology Dementia disorders Education Female Humans Impairment Male Medicine and Health Sciences Memory Models, Biological Neuropsychology Norms Psychiatry Psychotherapy Studies Test procedures Validity |
title | Age-correction of test scores reduces the validity of mild cognitive impairment in predicting progression to dementia |
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