{"id":"https://openalex.org/W2887925613","doi":"https://doi.org/10.3390/informatics5030034","title":"Temporal and Atemporal Provider Network Analysis in a Breast Cancer Cohort from an Academic Medical Center (USA)","display_name":"Temporal and Atemporal Provider Network Analysis in a Breast Cancer Cohort from an Academic Medical Center (USA)","publication_year":2018,"publication_date":"2018-08-06","ids":{"openalex":"https://openalex.org/W2887925613","doi":"https://doi.org/10.3390/informatics5030034","mag":"2887925613","pmid":"https://pubmed.ncbi.nlm.nih.gov/40255253"},"language":"en","primary_location":{"id":"doi:10.3390/informatics5030034","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics5030034","pdf_url":"https://www.mdpi.com/2227-9709/5/3/34/pdf?version=1533527354","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2227-9709/5/3/34/pdf?version=1533527354","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082251203","display_name":"Bryan D. Steitz","orcid":"https://orcid.org/0000-0003-2066-8692"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Bryan D. Steitz","raw_affiliation_strings":["Department of Biomedical Informatics, Vanderbilt University, Nashville, TN 37201, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Vanderbilt University, Nashville, TN 37201, USA","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030770357","display_name":"Mia Levy","orcid":"https://orcid.org/0000-0002-5944-2730"},"institutions":[{"id":"https://openalex.org/I901861585","display_name":"Vanderbilt University Medical Center","ror":"https://ror.org/05dq2gs74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210162197","https://openalex.org/I901861585"]},{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mia A. Levy","raw_affiliation_strings":["Department of Biomedical Informatics, Vanderbilt University, Nashville, TN 37201, USA","Department of Medicine, Division of Hematology and Oncology, Vanderbilt University Medical Center, Nashville, TN 37201, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Vanderbilt University, Nashville, TN 37201, USA","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Department of Medicine, Division of Hematology and Oncology, Vanderbilt University Medical Center, Nashville, TN 37201, USA","institution_ids":["https://openalex.org/I901861585"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5082251203"],"corresponding_institution_ids":["https://openalex.org/I200719446"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":0.6645,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.78769127,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"5","issue":"3","first_page":"34","last_page":"34"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12918","display_name":"Healthcare Systems and Technology","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12918","display_name":"Healthcare Systems and Technology","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11722","display_name":"Patient Satisfaction in Healthcare","score":0.964900016784668,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"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/T10827","display_name":"Patient-Provider Communication in Healthcare","score":0.9175000190734863,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"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/temporality","display_name":"Temporality","score":0.7748866081237793},{"id":"https://openalex.org/keywords/cohort","display_name":"Cohort","score":0.6143149137496948},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.6091475486755371},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.5918121337890625},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5253464579582214},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.49108338356018066},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4852283000946045},{"id":"https://openalex.org/keywords/cohort-study","display_name":"Cohort study","score":0.434871643781662},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4337226152420044},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.42677041888237},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.33285340666770935},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.32487952709198},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16226553916931152},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.15027937293052673},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.1022651195526123}],"concepts":[{"id":"https://openalex.org/C141679102","wikidata":"https://www.wikidata.org/wiki/Q3517747","display_name":"Temporality","level":2,"score":0.7748866081237793},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.6143149137496948},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.6091475486755371},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.5918121337890625},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5253464579582214},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.49108338356018066},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4852283000946045},{"id":"https://openalex.org/C201903717","wikidata":"https://www.wikidata.org/wiki/Q1778788","display_name":"Cohort study","level":2,"score":0.434871643781662},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4337226152420044},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42677041888237},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.33285340666770935},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.32487952709198},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16226553916931152},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.15027937293052673},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.1022651195526123},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/informatics5030034","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics5030034","pdf_url":"https://www.mdpi.com/2227-9709/5/3/34/pdf?version=1533527354","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatics","raw_type":"journal-article"},{"id":"pmid:40255253","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40255253","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":"Informatics (MDPI)","raw_type":null},{"id":"pmh:oai:doaj.org/article:1bb8c66612bd4c9fa46ed53cb805d2a0","is_oa":true,"landing_page_url":"https://doaj.org/article/1bb8c66612bd4c9fa46ed53cb805d2a0","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Informatics, Vol 5, Iss 3, p 34 (2018)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2227-9709/5/3/34/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/informatics5030034","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Informatics","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:12006838","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12006838","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,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Informatics (MDPI)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/informatics5030034","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics5030034","pdf_url":"https://www.mdpi.com/2227-9709/5/3/34/pdf?version=1533527354","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2887925613.pdf","grobid_xml":"https://content.openalex.org/works/W2887925613.grobid-xml"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W71321000","https://openalex.org/W155919556","https://openalex.org/W229097380","https://openalex.org/W950821216","https://openalex.org/W1746637951","https://openalex.org/W1965980331","https://openalex.org/W1990136122","https://openalex.org/W1992054276","https://openalex.org/W1995238498","https://openalex.org/W2005049563","https://openalex.org/W2016312042","https://openalex.org/W2042363691","https://openalex.org/W2046182115","https://openalex.org/W2047624089","https://openalex.org/W2048495928","https://openalex.org/W2050358904","https://openalex.org/W2054407509","https://openalex.org/W2060127175","https://openalex.org/W2069178071","https://openalex.org/W2073691470","https://openalex.org/W2105394364","https://openalex.org/W2105576961","https://openalex.org/W2107688657","https://openalex.org/W2109529837","https://openalex.org/W2110161496","https://openalex.org/W2111896942","https://openalex.org/W2117788529","https://openalex.org/W2118654024","https://openalex.org/W2121097438","https://openalex.org/W2123561447","https://openalex.org/W2139121045","https://openalex.org/W2140489334","https://openalex.org/W2169270719","https://openalex.org/W2170930673","https://openalex.org/W2171018098","https://openalex.org/W2205444993","https://openalex.org/W2290732613","https://openalex.org/W2321726651","https://openalex.org/W2329297293","https://openalex.org/W2331705398","https://openalex.org/W2512881055","https://openalex.org/W2621145851","https://openalex.org/W2621312988","https://openalex.org/W2765802183","https://openalex.org/W2780024875","https://openalex.org/W3105251471","https://openalex.org/W4236397350","https://openalex.org/W4242489781","https://openalex.org/W6602874931","https://openalex.org/W6606385351","https://openalex.org/W6608852248","https://openalex.org/W6654608597","https://openalex.org/W6701770748","https://openalex.org/W6702396761","https://openalex.org/W6738867350"],"related_works":["https://openalex.org/W2952662149","https://openalex.org/W2793616590","https://openalex.org/W2183090405","https://openalex.org/W2075666982","https://openalex.org/W2065835655","https://openalex.org/W3160699245","https://openalex.org/W2782955270","https://openalex.org/W2349928170","https://openalex.org/W1594712698","https://openalex.org/W2499535628"],"abstract_inverted_index":{"Social":[0,121],"network":[1,23,39,101,112,122],"analysis":[2,40],"(SNA)":[3],"is":[4,127],"a":[5,36,55,119,128],"quantitative":[6],"approach":[7],"to":[8,42,51,86,100],"study":[9],"relationships":[10,78,108],"between":[11],"individuals.":[12],"Current":[13],"SNA":[14],"methods":[15],"use":[16],"static":[17],"models":[18],"of":[19,31,66,106],"organizations,":[20],"which":[21],"simplify":[22],"dynamics.":[24],"To":[25],"better":[26,43],"represent":[27,44],"the":[28,91,104,135],"dynamic":[29],"nature":[30],"clinical":[32],"care,":[33],"we":[34],"developed":[35],"temporal":[37,83],"social":[38],"model":[41,50],"care":[45,116],"temporality.":[46],"We":[47,94],"applied":[48],"our":[49,82],"appointment":[52],"data":[53],"from":[54],"single":[56],"institution":[57],"for":[58,131],"early":[59],"stage":[60],"breast":[61],"cancer":[62],"patients.":[63],"Our":[64],"cohort":[65],"4082":[67],"patients":[68],"were":[69],"treated":[70],"by":[71],"2190":[72],"providers.":[73],"Providers":[74],"had":[75],"54,695":[76],"unique":[77],"when":[79,88,124],"calculated":[80,89],"using":[81,90],"method,":[84],"compared":[85],"249,075":[87],"atemporal":[92,98],"method.":[93],"found":[95],"that":[96],"traditional":[97],"approaches":[99],"modeling":[102],"overestimate":[103],"number":[105],"provider-provider":[107],"and":[109],"underestimate":[110],"common":[111],"measures":[113],"such":[114],"as":[115],"density":[117],"within":[118,134],"network.":[120],"analysis,":[123],"modeled":[125],"accurately,":[126],"powerful":[129],"tool":[130],"organizational":[132],"research":[133],"healthcare":[136],"domain.":[137]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}