{"id":"https://openalex.org/W2102574469","doi":null,"title":"A latent class modeling approach to evaluate behavioral risk factors and health-related quality of life.","display_name":"A latent class modeling approach to evaluate behavioral risk factors and health-related quality of life.","publication_year":2011,"publication_date":"2011-11-01","ids":{"openalex":"https://openalex.org/W2102574469","mag":"2102574469","pmid":"https://pubmed.ncbi.nlm.nih.gov/22005630","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/3222908"},"language":"en","primary_location":{"id":"pmh:oai:europepmc.org:2238639","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3222908","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"Text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3222908","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022876470","display_name":"Yongwen Jiang","orcid":"https://orcid.org/0000-0002-2416-9420","observed_orcids":["https://orcid.org/0000-0002-2416-9420"]},"institutions":[{"id":"https://openalex.org/I1323842372","display_name":"Rhode Island Department of Health","ror":"https://ror.org/015b0dz43","country_code":"US","type":"government","lineage":["https://openalex.org/I1323842372"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yongwen Jiang","raw_affiliation_strings":["Center for Health Data and Analysis, Rhode Island Department of Health, 3 Capitol Hill, Providence, RI 02908, USA. Yongwen.Jiang@health.ri.gov"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Health Data and Analysis, Rhode Island Department of Health, 3 Capitol Hill, Providence, RI 02908, USA. Yongwen.Jiang@health.ri.gov","institution_ids":["https://openalex.org/I1323842372"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072800506","display_name":"Matthew M. Zack","orcid":"https://orcid.org/0000-0001-9754-3180","observed_orcids":["https://orcid.org/0000-0001-9754-3180"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Matthew M Zack","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2463,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.80682464,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":97},"biblio":{"volume":"8","issue":"6","first_page":"A137","last_page":"A137"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10467","display_name":"Psychometric Methodologies and Testing","score":0.23160000145435333,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10467","display_name":"Psychometric Methodologies and Testing","score":0.23160000145435333,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10804","display_name":"Health Systems, Economic Evaluations, Quality of Life","score":0.20720000565052032,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13022","display_name":"Health and Medical Studies","score":0.19460000097751617,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/health-related-quality-of-life","display_name":"health-related quality of life","score":0.9520000219345093},{"id":"https://openalex.org/keywords/behavioral-risk-factors","display_name":"behavioral risk factors","score":0.8510000109672546},{"id":"https://openalex.org/keywords/latent-class-models","display_name":"latent class models","score":0.7049999833106995},{"id":"https://openalex.org/keywords/brfss","display_name":"Behavioral Risk Factor Surveillance System","score":0.9879999756813049},{"id":"https://openalex.org/keywords/health-domain","display_name":"health domain","score":0.6000000238418579},{"id":"https://openalex.org/keywords/medical-conditions","display_name":"health conditions","score":0.5460000038146973},{"id":"https://openalex.org/keywords/health-care-access","display_name":"health care access","score":0.9559999704360962},{"id":"https://openalex.org/keywords/preventive-care","display_name":"preventive medicine","score":0.9150000214576721},{"id":"https://openalex.org/keywords/physical-distress","display_name":"physical distress","score":0.8949999809265137},{"id":"https://openalex.org/keywords/psychological-distress","display_name":"psychological distress","score":0.9980000257492065},{"id":"https://openalex.org/keywords/high-risk-subpopulations","display_name":"high-risk subpopulations","score":0.925000011920929}],"concepts":[{"id":"https://openalex.org/C2777126965","wikidata":"https://www.wikidata.org/wiki/Q4880710","display_name":"Behavioral Risk Factor Surveillance System","level":3,"score":0.8522810339927673},{"id":"https://openalex.org/C70727504","wikidata":"https://www.wikidata.org/wiki/Q1806878","display_name":"Latent class model","level":2,"score":0.7921717166900635},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7178910970687866},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.573668360710144},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.5501209497451782},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5446876287460327},{"id":"https://openalex.org/C139265228","wikidata":"https://www.wikidata.org/wiki/Q5283089","display_name":"Distress","level":2,"score":0.4665724039077759},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.450613409280777},{"id":"https://openalex.org/C2779951463","wikidata":"https://www.wikidata.org/wiki/Q7268788","display_name":"Quality of life (healthcare)","level":2,"score":0.4415949285030365},{"id":"https://openalex.org/C74909509","wikidata":"https://www.wikidata.org/wiki/Q10387","display_name":"Gerontology","level":1,"score":0.3968583941459656},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.13836371898651123},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.11173725128173828},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.06879517436027527},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006304","descriptor_name":"Health Status","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011314","descriptor_name":"Preventive Health Services","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012309","descriptor_name":"Risk-Taking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013312","descriptor_name":"Stress, Physiological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013315","descriptor_name":"Stress, Psychological","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D013315","descriptor_name":"Stress, Psychological","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D015438","descriptor_name":"Health Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D040343","descriptor_name":"Behavioral Risk Factor Surveillance System","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"pmh:oai:europepmc.org:2238639","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3222908","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"Text"},{"id":"pmid:22005630","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22005630","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Preventing chronic disease","raw_type":"Comparative Study"},{"id":"pmh:oai:pubmedcentral.nih.gov:3222908","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC3222908/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Prev Chronic Dis","raw_type":"Text"},{"id":"mag:2339319640","doi":null,"is_oa":true,"landing_page_url":"http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3222908/","pdf_url":null,"source":{"id":"https://openalex.org/S2475403985","display_name":"Preventing Chronic Disease","issn_l":"1545-1151","issn":["1545-1151"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-b","doyens","jufo-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315581","host_organization_name":"Centers for Disease Control and Prevention","host_organization_lineage":["https://openalex.org/P4310315581"],"host_organization_lineage_names":["Centers for Disease Control and Prevention"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Preventing Chronic Disease","raw_type":null},{"id":"mag:2102574469","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22005630","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"PubMed","raw_type":null}],"best_oa_location":{"id":"pmh:oai:europepmc.org:2238639","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3222908","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"Text"},"sustainable_development_goals":[{"score":0.9940000176429749,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W163489327","https://openalex.org/W1496768566","https://openalex.org/W1957692144","https://openalex.org/W1976438339","https://openalex.org/W1981782515","https://openalex.org/W1985846393","https://openalex.org/W1986164621","https://openalex.org/W1991249763","https://openalex.org/W1991966399","https://openalex.org/W2023704511","https://openalex.org/W2025725402","https://openalex.org/W2026395256","https://openalex.org/W2032775448","https://openalex.org/W2033981453","https://openalex.org/W2036348265","https://openalex.org/W2040256551","https://openalex.org/W2044758663","https://openalex.org/W2059516601","https://openalex.org/W2064452544","https://openalex.org/W2071005838","https://openalex.org/W2111499031","https://openalex.org/W2116472362","https://openalex.org/W2116723563","https://openalex.org/W2130161262","https://openalex.org/W2137723423","https://openalex.org/W2142606962","https://openalex.org/W2144352661","https://openalex.org/W2147822700","https://openalex.org/W2150554073","https://openalex.org/W3146174752"],"related_works":["https://openalex.org/W2339319640","https://openalex.org/W1981782515","https://openalex.org/W7100232756","https://openalex.org/W1957692144","https://openalex.org/W4410821185","https://openalex.org/W1531110784","https://openalex.org/W1984414381","https://openalex.org/W7100835152","https://openalex.org/W4302398917","https://openalex.org/W4300613207"],"abstract_inverted_index":{"INTRODUCTION:":[0],"The":[1,63,117,156,171,237],"Behavioral":[2],"Risk":[3],"Factor":[4],"Surveillance":[5],"System":[6],"(BRFSS)":[7],"monitors":[8],"multiple":[9,74],"health":[10,18,20,61,76,80,92,96,145,186,190,204,210,224],"indicators":[11,34,77,93,146],"related":[12,75],"to":[13,69,104,142,147,196,216,245],"4":[14,95,154,180],"domains:":[15],"risky":[16,206],"behaviors,":[17,207],"conditions,":[19,205],"care":[21,191,211],"access,":[22],"and":[23,49,72,87,150,188,208],"use":[24],"of":[25,32,38,65,158,222],"preventive":[26,223],"services.":[27],"When":[28],"evaluating":[29],"the":[30,179,257],"effect":[31,260],"these":[33],"on":[35,46,161,261],"health-related":[36],"quality":[37],"life":[39],"(HRQOL),":[40],"conventional":[41],"analytical":[42],"methods":[43],"focus":[44],"only":[45],"individual":[47],"risks":[48,160],"thus":[50],"are":[51],"not":[52,227],"ideally":[53],"suited":[54],"for":[55,113,230,252],"analyzing":[56],"complex":[57],"relationships":[58],"among":[59],"many":[60],"indicators.":[62],"objectives":[64],"this":[66],"study":[67],"were":[68,98,163,193,213],"1)":[70],"summarize":[71],"group":[73],"within":[78,153],"a":[79,122],"domain":[81],"by":[82],"using":[83],"latent":[84,139,172,238],"class":[85,140,173,239],"modeling":[86,141,240],"2)":[88],"analyze":[89],"how":[90],"24":[91,144],"in":[94,249],"domains":[97,181],"associated":[99],"with":[100,166,175,184,202],"2":[101],"HRQOL":[102,162],"outcomes":[103],"identify":[105],"Rhode":[106,119,250],"Island":[107,120,251],"adult":[108],"populations":[109],"at":[110],"highest":[111],"risk":[112,229],"poor":[114],"HRQOL.":[115,262],"METHODS:":[116],"2008":[118],"BRFSS,":[121],"population-based,":[123],"random-digit-dialed":[124],"telephone":[125],"survey,":[126],"collected":[127],"responses":[128],"from":[129],"4,786":[130],"adults":[131],"aged":[132],"18":[133],"years":[134],"or":[135,233],"older.":[136],"We":[137],"used":[138],"assign":[143],"high-,":[148],"intermediate-,":[149],"low-risk":[151],"groups":[152],"domains.":[155],"effects":[157],"all":[159],"then":[164],"assessed":[165],"logistic":[167],"regression":[168],"modeling.":[169],"RESULTS:":[170],"model":[174],"3":[176],"classes":[177],"fitted":[178],"best.":[182],"Respondents":[183],"more":[185,194,203,214],"conditions":[187],"limited":[189,209],"access":[192,212],"likely":[195,215],"have":[197,217,256],"frequent":[198,218,231],"physical":[199,232],"distress.":[200,220,235],"Those":[201],"mental":[219,234],"Use":[221],"services":[225],"did":[226],"affect":[228],"CONCLUSION:":[236],"approach":[241],"can":[242],"be":[243],"applied":[244],"identifying":[246],"high-risk":[247],"subpopulations":[248],"which":[253],"interventions":[254],"may":[255],"most":[258],"substantial":[259]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2016-06-24T00:00:00"}