{"id":"https://openalex.org/W2579470096","doi":null,"title":"DataGauge: A Model-Driven Framework for Systematically Assessing the Quality of Clinical Data for Secondary Use","display_name":"DataGauge: A Model-Driven Framework for Systematically Assessing the Quality of Clinical Data for Secondary Use","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2579470096","mag":"2579470096"},"language":"en","primary_location":{"id":"pmh:oai:digitalcommons.library.tmc.edu:uthshis_dissertations-1033","doi":null,"is_oa":true,"landing_page_url":"https://digitalcommons.library.tmc.edu/uthshis_dissertations/33","pdf_url":"https://digitalcommons.library.tmc.edu/uthshis_dissertations/33","source":{"id":"https://openalex.org/S4377196655","display_name":"Digital Commons-TMC (Texas Medical Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1337852284","host_organization_name":"Texas Medical Center","host_organization_lineage":["https://openalex.org/I1337852284"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Dissertations & Theses (Open Access)","raw_type":"text"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://digitalcommons.library.tmc.edu/uthshis_dissertations/33","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000326839","display_name":"Jose Franck DiazVasquez","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jose Franck DiazVasquez","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5000326839"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.8471999764442444,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.8471999764442444,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.10010000318288803,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T14400","display_name":"Medical Coding and Health Information","score":0.03620000183582306,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/secondary-use-of-clinical-data","display_name":"secondary use of clinical data","score":0.9160000085830688},{"id":"https://openalex.org/keywords/model-driven-framework","display_name":"model-driven framework","score":0.9120000004768372},{"id":"https://openalex.org/keywords/data-reuse","display_name":"data reuse","score":0.7829999923706055},{"id":"https://openalex.org/keywords/fitness-for-purpose","display_name":"fitness for purpose","score":0.7879999876022339},{"id":"https://openalex.org/keywords/data-cleaning","display_name":"data cleaning","score":0.5799999833106995},{"id":"https://openalex.org/keywords/data-quality-requirements","display_name":"data quality requirements","score":0.4650000035762787},{"id":"https://openalex.org/keywords/automatic-quality-assessment","display_name":"automated quality assessment","score":0.5440000295639038}],"concepts":[{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6428984999656677},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4895206689834595},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.45561039447784424},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.34637677669525146},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.22992098331451416},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.1658807396888733},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13058167695999146},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:digitalcommons.library.tmc.edu:uthshis_dissertations-1033","doi":null,"is_oa":true,"landing_page_url":"https://digitalcommons.library.tmc.edu/uthshis_dissertations/33","pdf_url":"https://digitalcommons.library.tmc.edu/uthshis_dissertations/33","source":{"id":"https://openalex.org/S4377196655","display_name":"Digital Commons-TMC (Texas Medical Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1337852284","host_organization_name":"Texas Medical Center","host_organization_lineage":["https://openalex.org/I1337852284"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Dissertations & Theses (Open Access)","raw_type":"text"},{"id":"mag:2579470096","doi":null,"is_oa":false,"landing_page_url":"https://digitalcommons.library.tmc.edu/cgi/viewcontent.cgi?article=1033&context=uthshis_dissertations","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:digitalcommons.library.tmc.edu:uthshis_dissertations-1033","doi":null,"is_oa":true,"landing_page_url":"https://digitalcommons.library.tmc.edu/uthshis_dissertations/33","pdf_url":"https://digitalcommons.library.tmc.edu/uthshis_dissertations/33","source":{"id":"https://openalex.org/S4377196655","display_name":"Digital Commons-TMC (Texas Medical Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1337852284","host_organization_name":"Texas Medical Center","host_organization_lineage":["https://openalex.org/I1337852284"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Dissertations & Theses (Open Access)","raw_type":"text"},"sustainable_development_goals":[{"score":0.8371999859809875,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320308129","display_name":"Cancer Prevention and Research Institute of Texas","ror":"https://ror.org/0003xa228"},{"id":"https://openalex.org/F4320313675","display_name":"University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2579470096.pdf","grobid_xml":"https://content.openalex.org/works/W2579470096.grobid-xml"},"referenced_works_count":77,"referenced_works":["https://openalex.org/W34678172","https://openalex.org/W36342825","https://openalex.org/W100581892","https://openalex.org/W101086151","https://openalex.org/W114869232","https://openalex.org/W160574391","https://openalex.org/W168166972","https://openalex.org/W187156975","https://openalex.org/W259909490","https://openalex.org/W1011425321","https://openalex.org/W1497097087","https://openalex.org/W1526220164","https://openalex.org/W1545761598","https://openalex.org/W1567491469","https://openalex.org/W1589103605","https://openalex.org/W1596854558","https://openalex.org/W1611041715","https://openalex.org/W1813492422","https://openalex.org/W1919408037","https://openalex.org/W1965380368","https://openalex.org/W1965389059","https://openalex.org/W1968628312","https://openalex.org/W1977484121","https://openalex.org/W1978530559","https://openalex.org/W1982077511","https://openalex.org/W1982924821","https://openalex.org/W1997502136","https://openalex.org/W1997733123","https://openalex.org/W2000237244","https://openalex.org/W2000776250","https://openalex.org/W2006872004","https://openalex.org/W2008812616","https://openalex.org/W2015499098","https://openalex.org/W2015955111","https://openalex.org/W2018025378","https://openalex.org/W2019103265","https://openalex.org/W2024355436","https://openalex.org/W2027346590","https://openalex.org/W2039419851","https://openalex.org/W2065268028","https://openalex.org/W2065753378","https://openalex.org/W2068376489","https://openalex.org/W2076934169","https://openalex.org/W2094489875","https://openalex.org/W2117184752","https://openalex.org/W2119284483","https://openalex.org/W2119567793","https://openalex.org/W2122019985","https://openalex.org/W2124972954","https://openalex.org/W2128504784","https://openalex.org/W2128655828","https://openalex.org/W2131965060","https://openalex.org/W2134256069","https://openalex.org/W2135774024","https://openalex.org/W2136631966","https://openalex.org/W2137767404","https://openalex.org/W2137796099","https://openalex.org/W2138464849","https://openalex.org/W2138752966","https://openalex.org/W2139301698","https://openalex.org/W2158939484","https://openalex.org/W2159446769","https://openalex.org/W2163649042","https://openalex.org/W2165203881","https://openalex.org/W2169729194","https://openalex.org/W2171683557","https://openalex.org/W2247975858","https://openalex.org/W2248686127","https://openalex.org/W2330814896","https://openalex.org/W2406510749","https://openalex.org/W2786418370","https://openalex.org/W4230535286","https://openalex.org/W4234964001","https://openalex.org/W4237225676","https://openalex.org/W4243423174","https://openalex.org/W4247002863","https://openalex.org/W4249121902"],"related_works":["https://openalex.org/W2964331706","https://openalex.org/W4390691695","https://openalex.org/W2787570004","https://openalex.org/W2753698971","https://openalex.org/W7125895138","https://openalex.org/W4409750540","https://openalex.org/W4401821521","https://openalex.org/W3157576014","https://openalex.org/W2782855851","https://openalex.org/W2887936979"],"abstract_inverted_index":{"There":[0],"is":[1,30,73,85,348],"growing":[2],"interest":[3],"in":[4,112,192,225,285],"the":[5,63,94,113,116,122,129,149,158,163,166,182,193,196,201,209,232,242,250,254,277,290,312,334,354,361],"reuse":[6],"of":[7,20,48,59,65,97,115,131,152,165,184,195,203,211,231,244,253,276,315,324,340,356,364,371,374,386],"clinical":[8,13,21,98,134,154,186,278,342,365,387],"data":[9,22,40,70,155,279],"for":[10,81,93,148,179,269,292,360],"research":[11,381],"and":[12,38,124,133,156,281,294,311,321,377],"healthcare":[14],"quality":[15,183],"improvement.":[16],"However,":[17,83],"direct":[18,265],"analysis":[19,43,96,303],"sets":[23,289],"can":[24],"yield":[25],"misleading":[26],"results.":[27,326],"Data":[28,50],"Cleaning":[29],"often":[31],"employed":[32],"as":[33],"a":[34,55,106,141,176,204,228,264,308,337,350],"means":[35],"to":[36,62,78,90,108,128,161,207,220,227,238,267,318,336],"detect":[37],"fix":[39],"issues":[41,224,247,261],"during":[42],"but":[44,271],"this":[45,101,110,328],"approach":[46,310],"lacks":[47],"systematicity.":[49],"Quality":[51],"(DQ)":[52],"assessments":[53,76,297,359],"are":[54],"more":[56,259],"thorough":[57],"way":[58,335],"spotting":[60],"threats":[61],"validity":[64],"analytical":[66],"results":[67],"stemming":[68],"from":[69],"repurposing.":[71],"This":[72],"because":[74],"DQ":[75,92,150,212,223,246,296,316,325,358],"aim":[77],"evaluate":[79,217],"\u2018fitness":[80],"purpose\u2019.":[82],"there":[84],"currently":[86],"no":[87],"systematic":[88,229,251,293],"method":[89],"assess":[91],"secondary":[95,286,302,362,384],"data.":[99,366,388],"In":[100,170],"dissertation":[102],"I":[103,118,138,173,215],"present":[104,140,174],"DataGauge,":[105,175],"framework":[107,178,206],"address":[109],"gap":[111],"state":[114,164,194,230,252],"art.":[117,197],"begin":[119],"by":[120],"introducing":[121],"problem":[123],"its":[125],"general":[126],"significance":[127],"field":[130],"biomedical":[132],"informatics":[135],"(Chapter":[136,168],"1).":[137],"then":[139,216],"literature":[142],"review":[143],"that":[144,262,298,332],"surveys":[145],"current":[146,190],"methods":[147,376],"assessment":[151,213],"repurposed":[153,185,341],"derive":[157],"features":[159],"required":[160],"advance":[162],"art":[167,233,255],"2).":[169],"chapter":[171],"3":[172],"model-driven":[177],"systematically":[180],"assessing":[181],"data,":[187],"which":[188],"addresses":[189],"limitations":[191,344],"Chapter":[198],"4":[199],"describes":[200],"development":[202,373],"guidance":[205],"ensure":[208],"systematicity":[210],"design.":[214],"DataGauge\u2019s":[218],"ability":[219],"flag":[221],"potential":[222,245],"comparison":[226],"method.":[234,256],"DataGauge":[235,288],"was":[236],"able":[237],"increase":[239],"ten":[240],"fold":[241],"number":[243],"found":[248],"over":[249],"It":[257,305,347],"identified":[258],"specific":[260],"were":[263],"threat":[266],"fitness":[268],"purpose,":[270],"also":[272,306,349],"provided":[273],"broader":[274],"coverage":[275],"types":[280],"knowledge":[282],"domains":[283],"involved":[284],"analyses.":[287],"groundwork":[291],"purpose-specific":[295,357],"fully":[299],"integrate":[300],"with":[301,380],"workflows.":[304],"promotes":[307],"team-based":[309],"explicit":[313],"definition":[314],"requirements":[317],"support":[319],"communication":[320],"transparent":[322],"reporting":[323],"Overall,":[327],"work":[329,368],"provides":[330],"tools":[331],"pave":[333],"deeper":[338],"understanding":[339],"dataset":[343],"before":[345],"analysis.":[346],"first":[351],"step":[352],"towards":[353],"automation":[355],"use":[363,385],"Future":[367],"will":[369],"consist":[370],"further":[372],"these":[375],"validating":[378],"them":[379],"teams":[382],"making":[383]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2017-01-26T00:00:00"}