{"id":"https://openalex.org/W2939104293","doi":"https://doi.org/10.1177/1460458219833095","title":"The qualculative dimension of healthcare data interoperability","display_name":"The qualculative dimension of healthcare data interoperability","publication_year":2019,"publication_date":"2019-04-19","ids":{"openalex":"https://openalex.org/W2939104293","doi":"https://doi.org/10.1177/1460458219833095","mag":"2939104293","pmid":"https://pubmed.ncbi.nlm.nih.gov/31002277"},"language":"en","primary_location":{"id":"doi:10.1177/1460458219833095","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1460458219833095","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1460458219833095","source":{"id":"https://openalex.org/S201800618","display_name":"Health Informatics Journal","issn_l":"1460-4582","issn":["1460-4582","1741-2811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Informatics Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://journals.sagepub.com/doi/pdf/10.1177/1460458219833095","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077906774","display_name":"Kathleen H. Pine","orcid":"https://orcid.org/0000-0002-2172-8100"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kathleen H Pine","raw_affiliation_strings":["Arizona State University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University, USA","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5077906774"],"corresponding_institution_ids":["https://openalex.org/I55732556"],"apc_list":{"value":1500,"currency":"USD","value_usd":1500},"apc_paid":null,"fwci":3.9387,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.93976259,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"25","issue":"3","first_page":"536","last_page":"548"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.9975000023841858,"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"}},"topics":[{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.9975000023841858,"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/T11719","display_name":"Data Quality and Management","score":0.9968000054359436,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.7865207195281982},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6081432700157166},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.5561903119087219},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.5194829702377319},{"id":"https://openalex.org/keywords/data-governance","display_name":"Data governance","score":0.5163756608963013},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5083381533622742},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4911939799785614},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.47752538323402405},{"id":"https://openalex.org/keywords/accountability","display_name":"Accountability","score":0.4414166808128357},{"id":"https://openalex.org/keywords/information-governance","display_name":"Information governance","score":0.4382503032684326},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.4318174719810486},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3859530985355377},{"id":"https://openalex.org/keywords/management-information-systems","display_name":"Management information systems","score":0.2742946147918701},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.23370978236198425},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.22311660647392273},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17092016339302063},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.13457316160202026},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.11312505602836609}],"concepts":[{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.7865207195281982},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6081432700157166},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.5561903119087219},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5194829702377319},{"id":"https://openalex.org/C196879817","wikidata":"https://www.wikidata.org/wiki/Q872685","display_name":"Data governance","level":4,"score":0.5163756608963013},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5083381533622742},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4911939799785614},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.47752538323402405},{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.4414166808128357},{"id":"https://openalex.org/C189922023","wikidata":"https://www.wikidata.org/wiki/Q17056348","display_name":"Information governance","level":4,"score":0.4382503032684326},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.4318174719810486},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3859530985355377},{"id":"https://openalex.org/C29848774","wikidata":"https://www.wikidata.org/wiki/Q61905","display_name":"Management information systems","level":3,"score":0.2742946147918701},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.23370978236198425},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.22311660647392273},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17092016339302063},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.13457316160202026},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.11312505602836609},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000073892","descriptor_name":"Health Information Interoperability","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D000073892","descriptor_name":"Health Information Interoperability","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D000073892","descriptor_name":"Health Information Interoperability","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D000884","descriptor_name":"Anthropology, Cultural","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000884","descriptor_name":"Anthropology, Cultural","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000884","descriptor_name":"Anthropology, Cultural","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001719","descriptor_name":"Birth Certificates","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001719","descriptor_name":"Birth Certificates","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001719","descriptor_name":"Birth Certificates","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003299","descriptor_name":"Cooperative Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003299","descriptor_name":"Cooperative Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003299","descriptor_name":"Cooperative Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007256","descriptor_name":"Information Systems","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D007256","descriptor_name":"Information Systems","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D007256","descriptor_name":"Information Systems","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D007407","descriptor_name":"Interviews as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007407","descriptor_name":"Interviews as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007407","descriptor_name":"Interviews as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008497","descriptor_name":"Medical Record Administrators","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008497","descriptor_name":"Medical Record Administrators","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008497","descriptor_name":"Medical Record Administrators","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D058996","descriptor_name":"Quality Improvement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058996","descriptor_name":"Quality Improvement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058996","descriptor_name":"Quality Improvement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1177/1460458219833095","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1460458219833095","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1460458219833095","source":{"id":"https://openalex.org/S201800618","display_name":"Health Informatics Journal","issn_l":"1460-4582","issn":["1460-4582","1741-2811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Informatics Journal","raw_type":"journal-article"},{"id":"pmid:31002277","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31002277","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,"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":"Health informatics journal","raw_type":null}],"best_oa_location":{"id":"doi:10.1177/1460458219833095","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1460458219833095","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1460458219833095","source":{"id":"https://openalex.org/S201800618","display_name":"Health Informatics Journal","issn_l":"1460-4582","issn":["1460-4582","1741-2811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Informatics Journal","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3418970883","display_name":null,"funder_award_id":"1319897","funder_id":"https://openalex.org/F4320337389","funder_display_name":"Division of Information and Intelligent Systems"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320337389","display_name":"Division of Information and Intelligent Systems","ror":"https://ror.org/053a2cp42"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2939104293.pdf","grobid_xml":"https://content.openalex.org/works/W2939104293.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W78732525","https://openalex.org/W909729256","https://openalex.org/W1601807985","https://openalex.org/W1616469223","https://openalex.org/W1794305319","https://openalex.org/W1995070519","https://openalex.org/W2000137849","https://openalex.org/W2003373711","https://openalex.org/W2004910511","https://openalex.org/W2014527937","https://openalex.org/W2016890527","https://openalex.org/W2026378728","https://openalex.org/W2032280823","https://openalex.org/W2034898504","https://openalex.org/W2036533501","https://openalex.org/W2044093619","https://openalex.org/W2085842669","https://openalex.org/W2091740860","https://openalex.org/W2100272881","https://openalex.org/W2137767404","https://openalex.org/W2141963295","https://openalex.org/W2158939484","https://openalex.org/W2279069203","https://openalex.org/W2336383680","https://openalex.org/W2466146927","https://openalex.org/W2470649198","https://openalex.org/W2522038241","https://openalex.org/W2623402062","https://openalex.org/W2754799758","https://openalex.org/W2906151105","https://openalex.org/W2913841425","https://openalex.org/W4233925072","https://openalex.org/W4244021162","https://openalex.org/W4253032123","https://openalex.org/W4298286109"],"related_works":["https://openalex.org/W4389473037","https://openalex.org/W2899425562","https://openalex.org/W4386462015","https://openalex.org/W3015446482","https://openalex.org/W4388729223","https://openalex.org/W4401225495","https://openalex.org/W2512775184","https://openalex.org/W2629700362","https://openalex.org/W4399496272","https://openalex.org/W4393006833"],"abstract_inverted_index":{"Research":[0],"on":[1],"interoperability":[2,158],"and":[3,26,66,91,100,108,138,159,191],"information":[4,7,153],"exchange":[5],"between":[6],"technology":[8,154],"systems":[9,155],"touts":[10],"the":[11,48,58,77,98,115,171],"use":[12,93],"of":[13,19,57,79,97,102,114,117,121,174,185],"secondary":[14,84,160],"data":[15,59,82,122,137,161,175,186,189,197,199],"for":[16,50,157],"a":[17,72],"variety":[18],"purposes,":[20],"including":[21,181],"research,":[22],"management,":[23],"quality":[24],"improvement,":[25],"accountability.":[27],"However,":[28],"many":[29],"studies":[30],"have":[31],"pointed":[32],"out":[33],"that":[34,89,152,169],"this":[35,43,51],"is":[36],"difficult":[37],"to":[38,46,75,132,142,164,179,188,194],"achieve":[39],"in":[40,71,134,167,177],"practice.":[41],"Hence,":[42],"article":[44,87],"aims":[45],"examine":[47],"causes":[49],"by":[52,62],"reporting":[53],"an":[54],"ethnographic":[55],"study":[56],"work":[60],"performed":[61],"medical":[63,105,147],"records":[64],"coders":[65,92],"birth":[67],"certificate":[68],"clerks":[69,90,109],"working":[70],"hospital":[73],"system":[74],"uncover":[76],"practices":[78,173],"creating":[80],"administrative":[81],"(e.g.":[83],"data).":[85],"The":[86],"illustrates":[88],"situated":[94],"qualitative":[95],"judgments":[96],"accuracy":[99],"authority":[101],"different":[103,118],"primary":[104],"accounts.":[106],"Coders":[107],"also":[110,162],"employ":[111],"their":[112],"understandings":[113],"importance":[116],"future":[119,183],"uses":[120,184],"as":[123],"they":[124],"make":[125],"crucial":[126],"decisions":[127],"about":[128],"how":[129,139],"much":[130,140],"discretion":[131],"exercise":[133],"producing":[135],"accurate":[136],"effort":[141],"put":[143],"toward":[144],"clarifying":[145],"problematic":[146],"data.":[148],"These":[149],"findings":[150],"suggest":[151],"designed":[156,166],"need":[163],"be":[165],"ways":[168,193],"support":[170],"qualculative":[172],"workers":[176,190,200],"order":[178],"succeed,":[180],"making":[182],"clear":[187],"finding":[192],"minimize":[195],"conflicting":[196],"before":[198],"encounter":[201],"it.":[202]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}