{"id":"https://openalex.org/W39005133","doi":null,"title":"Decision support tools to optimize economic outcomes for type 2 diabetes.","display_name":"Decision support tools to optimize economic outcomes for type 2 diabetes.","publication_year":2011,"publication_date":"2011-11-01","ids":{"openalex":"https://openalex.org/W39005133","mag":"39005133","pmid":"https://pubmed.ncbi.nlm.nih.gov/22214425"},"language":"en","primary_location":{"id":"pmid:22214425","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22214425","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":"The American journal of managed care","raw_type":"Journal Article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030584743","display_name":"Fadia Tohme Shaya","orcid":"https://orcid.org/0000-0001-9424-8514","observed_orcids":["https://orcid.org/0000-0001-9424-8514"]},"institutions":[{"id":"https://openalex.org/I126744593","display_name":"University of Maryland, Baltimore","ror":"https://ror.org/04rq5mt64","country_code":"US","type":"education","lineage":["https://openalex.org/I126744593"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fadia T Shaya","raw_affiliation_strings":["University of Maryland School of Pharmacy, 220 Arch St, 12th Floor, Room 01-204, Baltimore, MD, USA. fshaya@rx.umaryland.edu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Maryland School of Pharmacy, 220 Arch St, 12th Floor, Room 01-204, Baltimore, MD, USA. fshaya@rx.umaryland.edu","institution_ids":["https://openalex.org/I126744593"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084341014","display_name":"Viktor Chirikov","orcid":"https://orcid.org/0000-0002-9480-0580","observed_orcids":["https://orcid.org/0000-0002-9480-0580"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Viktor V Chirikov","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":1.4842,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.8732712,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"17 Suppl 14","issue":null,"first_page":"S377","last_page":"83"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10804","display_name":"Health Systems, Economic Evaluations, Quality of Life","score":0.9976000189781189,"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"}},"topics":[{"id":"https://openalex.org/T10804","display_name":"Health Systems, Economic Evaluations, Quality of Life","score":0.9976000189781189,"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/T10401","display_name":"Diabetes Treatment and Management","score":0.00139999995008111,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10391","display_name":"Healthcare Policy and Management","score":9.999999747378752e-05,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/type-2-diabetes","display_name":"type 2 diabetes","score":0.9879999756813049},{"id":"https://openalex.org/keywords/comparative-effectiveness-research","display_name":"comparative effectiveness research","score":0.878000020980835},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"decision support system","score":0.8690000176429749},{"id":"https://openalex.org/keywords/cost-effectiveness-analysis","display_name":"cost-effectiveness analysis","score":0.8769999742507935},{"id":"https://openalex.org/keywords/cost-utility-analysis","display_name":"cost-utility analysis","score":0.8289999961853027},{"id":"https://openalex.org/keywords/cost-benefit-analysis","display_name":"cost-benefit analysis","score":0.921999990940094},{"id":"https://openalex.org/keywords/markov-modeling","display_name":"Markov modeling","score":0.9559999704360962},{"id":"https://openalex.org/keywords/network-meta-analysis","display_name":"network meta-analysis","score":0.8550000190734863},{"id":"https://openalex.org/keywords/bayesian-analysis","display_name":"Bayesian analysis","score":0.8140000104904175},{"id":"https://openalex.org/keywords/managed-care","display_name":"managed care","score":0.7120000123977661},{"id":"https://openalex.org/keywords/comorbidity-index","display_name":"comorbidity index","score":0.9229999780654907}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7095263004302979},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5634136199951172},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5608911514282227},{"id":"https://openalex.org/C64332521","wikidata":"https://www.wikidata.org/wiki/Q614165","display_name":"Quality-adjusted life year","level":3,"score":0.520626962184906},{"id":"https://openalex.org/C3019080777","wikidata":"https://www.wikidata.org/wiki/Q1754768","display_name":"Cost effectiveness","level":2,"score":0.4872221052646637},{"id":"https://openalex.org/C127454912","wikidata":"https://www.wikidata.org/wiki/Q942582","display_name":"Cost\u2013benefit analysis","level":2,"score":0.45684775710105896},{"id":"https://openalex.org/C2776125615","wikidata":"https://www.wikidata.org/wiki/Q18391886","display_name":"Economic evaluation","level":2,"score":0.4447004199028015},{"id":"https://openalex.org/C535046627","wikidata":"https://www.wikidata.org/wiki/Q30612","display_name":"Clinical trial","level":2,"score":0.43829232454299927},{"id":"https://openalex.org/C524218345","wikidata":"https://www.wikidata.org/wiki/Q31218","display_name":"Health economics","level":3,"score":0.43078261613845825},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.4209924340248108},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.42028331756591797},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3809836208820343},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.34838032722473145},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.13866573572158813},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.11119720339775085},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.08977419137954712},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.08305209875106812},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D003362","descriptor_name":"Cost-Benefit Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003924","descriptor_name":"Diabetes Mellitus, Type 2","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D003924","descriptor_name":"Diabetes Mellitus, Type 2","qualifier_ui":"Q000191","qualifier_name":"economics","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016896","descriptor_name":"Treatment Outcome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057186","descriptor_name":"Comparative Effectiveness Research","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":2,"locations":[{"id":"pmid:22214425","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22214425","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":"The American journal of managed care","raw_type":"Journal Article"},{"id":"mag:39005133","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22214425","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":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8371999859809875}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W150177626","https://openalex.org/W1438108398","https://openalex.org/W1466852167","https://openalex.org/W1702633447","https://openalex.org/W1913957972","https://openalex.org/W1949763111","https://openalex.org/W1969512534","https://openalex.org/W2001842521","https://openalex.org/W2012275588","https://openalex.org/W2031175335","https://openalex.org/W2038470850","https://openalex.org/W2043890790","https://openalex.org/W2049315993","https://openalex.org/W2052729098","https://openalex.org/W2069775782","https://openalex.org/W2081250751","https://openalex.org/W2092793707","https://openalex.org/W2093690378","https://openalex.org/W2096321424","https://openalex.org/W2119343504","https://openalex.org/W2124671666","https://openalex.org/W2127327880","https://openalex.org/W2130337868","https://openalex.org/W2132818324","https://openalex.org/W2148571314","https://openalex.org/W2163423967","https://openalex.org/W2170899200","https://openalex.org/W2190663043","https://openalex.org/W2441414587","https://openalex.org/W2551662136","https://openalex.org/W2605976937","https://openalex.org/W2626129498","https://openalex.org/W2642476031","https://openalex.org/W2739918568","https://openalex.org/W2809382430","https://openalex.org/W2890600969","https://openalex.org/W2895926936","https://openalex.org/W2896088360","https://openalex.org/W2933175736","https://openalex.org/W2956070372","https://openalex.org/W2965342902","https://openalex.org/W2968619018","https://openalex.org/W2979964341","https://openalex.org/W3010930883","https://openalex.org/W3024412491","https://openalex.org/W3122391624","https://openalex.org/W3133838253","https://openalex.org/W3156522958","https://openalex.org/W3181397566","https://openalex.org/W3186878469","https://openalex.org/W3213754412","https://openalex.org/W4247665917","https://openalex.org/W4283372501","https://openalex.org/W4399650694"],"related_works":["https://openalex.org/W2472478543","https://openalex.org/W2282034610","https://openalex.org/W2071584664","https://openalex.org/W6976853835","https://openalex.org/W4245001367","https://openalex.org/W3164363151","https://openalex.org/W2285917518","https://openalex.org/W3025352194","https://openalex.org/W2766824504","https://openalex.org/W2030753548"],"abstract_inverted_index":{"As":[0],"the":[1,26,42,73,83,86,180,237],"costs":[2,77,234],"of":[3,29,36,44,155,160,170,217,240],"type":[4],"2":[5],"diabetes":[6],"mellitus":[7],"(T2DM)":[8],"care":[9,198],"and":[10,49,63,68,76,104,110,131,146,153,183,186,235],"related":[11],"clinical":[12,37,66,123],"trials":[13,38,124],"continue":[14],"to":[15,23,41,47,59,81,95,116,162,172,231],"rise,":[16],"economically":[17],"viable":[18],"methods":[19,46,71],"are":[20,125],"being":[21],"sought":[22],"effectively":[24],"predict":[25,117],"relative":[27],"utility":[28],"various":[30],"treatment":[31,178,233],"options.":[32],"The":[33],"high":[34],"price":[35],"has":[39],"led":[40],"development":[43],"alternative":[45],"collect":[48],"consolidate":[50],"data.":[51],"Comparative":[52],"effectiveness":[53],"research":[54],"(CER)":[55],"synthesizes":[56],"existing":[57],"evidence":[58],"address":[60],"knowledge":[61],"gaps":[62],"drive":[64],"patient-focused":[65],"decisions":[67],"outcomes.":[69],"CER":[70,97,173],"compare":[72],"health":[74,152,221],"outcomes":[75,119],"associated":[78],"with":[79,85,200],"interventions":[80],"determine":[82],"option":[84],"maximum":[87],"patient":[88,118],"benefit":[89],"at":[90,141],"optimal":[91],"cost.":[92],"In":[93],"addition":[94],"traditional":[96],"approaches":[98,171],"such":[99],"as":[100],"systematic":[101],"reviews,":[102],"meta-analyses,":[103],"retrospective":[105],"claims":[106],"analyses,":[107],"Markov":[108,175],"modeling":[109],"Bayesian":[111,184],"analysis":[112,138],"can":[113,228],"be":[114,229],"applied":[115],"in":[120,151,189,195,220],"scenarios":[121],"where":[122],"not":[126],"feasible.":[127],"Additionally,":[128],"cost-benefit,":[129],"cost-effectiveness,":[130],"cost-utility":[132,147],"analyses":[133,148],"comprise":[134],"\"cost-effectiveness":[135],"analyses.\"":[136],"Cost-benefit":[137],"looks":[139],"solely":[140],"monetary":[142],"value,":[143],"while":[144],"cost-effectiveness":[145],"include":[149],"gains":[150],"quality":[154,239],"life,":[156],"providing":[157],"a":[158,168,196,201],"ratio":[159],"cost":[161],"benefit.":[163],"This":[164],"paper":[165],"will":[166,210],"discuss":[167],"range":[169],"including":[174],"modeling,":[176],"mixed":[177],"comparisons,":[179],"Archimedes":[181],"model,":[182],"statistics,":[185],"provide":[187,212],"guidance":[188,213],"interpreting":[190],"data":[191],"from":[192,225],"these":[193,226],"studies":[194],"managed":[197],"context,":[199],"particular":[202],"focus":[203],"on":[204,214],"evaluating":[205],"treatments":[206],"for":[207],"T2DM.":[208],"It":[209],"also":[211],"common":[215],"indices":[216],"comorbidity":[218],"used":[219,230],"economics":[222],"research.":[223],"Data":[224],"models":[227],"reduce":[232],"improve":[236],"overall":[238],"population-level":[241],"health.":[242]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2016-06-24T00:00:00"}
