{"id":"https://openalex.org/W2285064339","doi":"https://doi.org/10.1038/srep20222","title":"Exploring the impact of different multi-level measures of physician communities in patient-centric care networks on healthcare outcomes: A multi-level regression approach","display_name":"Exploring the impact of different multi-level measures of physician communities in patient-centric care networks on healthcare outcomes: A multi-level regression approach","publication_year":2016,"publication_date":"2016-02-04","ids":{"openalex":"https://openalex.org/W2285064339","doi":"https://doi.org/10.1038/srep20222","mag":"2285064339","pmid":"https://pubmed.ncbi.nlm.nih.gov/26842548","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/4740773"},"language":"en","primary_location":{"id":"doi:10.1038/srep20222","doi":"https://doi.org/10.1038/srep20222","is_oa":true,"landing_page_url":"https://doi.org/10.1038/srep20222","pdf_url":"https://www.nature.com/articles/srep20222.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/srep20222.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073472514","display_name":"Shahadat Uddin","orcid":"https://orcid.org/0000-0003-0091-6919","observed_orcids":["https://orcid.org/0000-0003-0091-6919"]},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Shahadat Uddin","raw_affiliation_strings":["Complex Systems Research Centre, University of Sydney, Darlington, New South Wales, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Complex Systems Research Centre, University of Sydney, Darlington, New South Wales, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5073472514"],"corresponding_institution_ids":["https://openalex.org/I129604602"],"apc_list":{"value":2690,"currency":"USD","value_usd":2690},"apc_paid":{"value":2690,"currency":"USD","value_usd":2690},"fwci":10.3304,"has_fulltext":true,"cited_by_count":35,"citation_normalized_percentile":{"value":0.97502568,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"6","issue":"1","first_page":"20222","last_page":"20222"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12918","display_name":"Healthcare Systems and Technology","score":0.7465999722480774,"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":0.7465999722480774,"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/T10391","display_name":"Healthcare Policy and Management","score":0.15230000019073486,"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/T12871","display_name":"Healthcare Quality and Management","score":0.03139999881386757,"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/length-of-hospital-stay","display_name":"length of hospital stay","score":0.9449999928474426},{"id":"https://openalex.org/keywords/community-structure","display_name":"community structure","score":0.6100000143051147},{"id":"https://openalex.org/keywords/network-density","display_name":"network density","score":0.925000011920929},{"id":"https://openalex.org/keywords/comorbidity","display_name":"comorbidities","score":0.6850000023841858},{"id":"https://openalex.org/keywords/health-insurance-claims","display_name":"health insurance claims","score":0.6330000162124634},{"id":"https://openalex.org/keywords/multilevel-regression","display_name":"multilevel regression","score":0.6340000033378601}],"concepts":[{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.6375139951705933},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.48985525965690613},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4760156273841858},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.46090564131736755},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.42893218994140625},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.38941454887390137},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37228164076805115},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32572221755981445},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.24311208724975586},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.14857304096221924},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000368","descriptor_name":"Aged","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":"Q000191","qualifier_name":"economics","is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006760","descriptor_name":"Hospitalization","qualifier_ui":"Q000191","qualifier_name":"economics","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007902","descriptor_name":"Length of Stay","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":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010820","descriptor_name":"Physicians","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":true},{"descriptor_ui":"D012044","descriptor_name":"Regression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018802","descriptor_name":"Patient-Centered Care","qualifier_ui":"Q000191","qualifier_name":"economics","is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1038/srep20222","doi":"https://doi.org/10.1038/srep20222","is_oa":true,"landing_page_url":"https://doi.org/10.1038/srep20222","pdf_url":"https://www.nature.com/articles/srep20222.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:4740773","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4740773","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":"Sci Rep","raw_type":"Text"},{"id":"pmid:26842548","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26842548","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":"Scientific reports","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1038/srep20222","doi":"https://doi.org/10.1038/srep20222","is_oa":true,"landing_page_url":"https://doi.org/10.1038/srep20222","pdf_url":"https://www.nature.com/articles/srep20222.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9391000270843506,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"sustainable_development_goals_aurora":[],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2285064339.pdf","grobid_xml":"https://content.openalex.org/works/W2285064339.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1573234480","https://openalex.org/W1923062767","https://openalex.org/W1928755576","https://openalex.org/W1978616702","https://openalex.org/W1981276685","https://openalex.org/W2000445173","https://openalex.org/W2001385153","https://openalex.org/W2001898081","https://openalex.org/W2011580808","https://openalex.org/W2025844353","https://openalex.org/W2042406379","https://openalex.org/W2045228538","https://openalex.org/W2050089164","https://openalex.org/W2056507942","https://openalex.org/W2061901927","https://openalex.org/W2073747403","https://openalex.org/W2079061376","https://openalex.org/W2082113978","https://openalex.org/W2082344653","https://openalex.org/W2085143124","https://openalex.org/W2086208314","https://openalex.org/W2093981576","https://openalex.org/W2100564574","https://openalex.org/W2105576961","https://openalex.org/W2111004121","https://openalex.org/W2113504423","https://openalex.org/W2122821937","https://openalex.org/W2123504112","https://openalex.org/W2129168200","https://openalex.org/W2131681506","https://openalex.org/W2135363911","https://openalex.org/W2142610630","https://openalex.org/W2151936673","https://openalex.org/W2153428269","https://openalex.org/W2154943049","https://openalex.org/W2162521792","https://openalex.org/W2165037395","https://openalex.org/W2168783216","https://openalex.org/W2994060840","https://openalex.org/W4232590868","https://openalex.org/W4252608075"],"related_works":["https://openalex.org/W2922793588","https://openalex.org/W2475225144","https://openalex.org/W2901268787","https://openalex.org/W2340501125","https://openalex.org/W2953268383","https://openalex.org/W7126043200","https://openalex.org/W2123504112","https://openalex.org/W2994060840","https://openalex.org/W1990136122","https://openalex.org/W4246151410"],"abstract_inverted_index":{"A":[0,90],"patient-centric":[1,50,60],"care":[2,51,61],"network":[3,9,30,87],"can":[4],"be":[5,179],"defined":[6],"as":[7,181],"a":[8,11,182],"among":[10,88],"group":[12],"of":[13,25,28,38,49,85,101,116,134,138,158],"healthcare":[14,54,186,190,198],"professionals":[15],"who":[16],"provide":[17],"treatments":[18],"to":[19,34,42,97],"common":[20],"patients.":[21,159],"Various":[22],"multi-level":[23,47,91],"attributes":[24,48,103],"the":[26,44,83,99,121,144],"members":[27],"this":[29,56,74],"have":[31],"substantial":[32],"influence":[33],"its":[35],"perceived":[36],"level":[37],"performance.":[39],"In":[40],"order":[41],"assess":[43],"impact":[45,100],"different":[46,102,139,171],"networks":[52,62,80,169],"on":[53,82,110],"outcomes,":[55],"study":[57,75],"first":[58],"captured":[59],"for":[63],"85":[64],"hospitals":[65],"using":[66],"health":[67],"insurance":[68],"claim":[69],"dataset.":[70],"From":[71],"these":[72],"networks,":[73],"then":[76,95],"constructed":[77],"physician":[78,125,167],"collaboration":[79,168],"based":[81],"concept":[84],"patient-sharing":[86],"physicians.":[89],"regression":[92],"model":[93],"was":[94],"developed":[96],"explore":[98],"that":[104],"are":[105],"organised":[106],"at":[107],"two":[108],"levels":[109],"hospitalisation":[111,129,145],"cost":[112,130],"and":[113,131,155,174],"hospital":[114,132],"length":[115,133],"stay.":[117,135],"For":[118],"Level-1":[119,161],"model,":[120],"average":[122],"visit":[123],"per":[124],"significantly":[126,141,149],"predicted":[127,142],"both":[128],"The":[136],"number":[137],"physicians":[140],"only":[143],"cost,":[146],"which":[147],"has":[148],"been":[150],"moderated":[151],"by":[152,185],"age,":[153],"gender":[154],"Comorbidity":[156],"score":[157],"All":[160],"findings":[162,177],"showed":[163],"significance":[164],"variance":[165],"across":[166],"having":[170],"community":[172],"structure":[173],"density.":[175],"These":[176],"could":[178,192],"utilised":[180],"reflective":[183],"measure":[184],"decision":[187],"makers.":[188],"Moreover,":[189],"managers":[191],"consider":[193],"them":[194],"in":[195],"developing":[196],"effective":[197],"environments.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":1}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2016-06-24T00:00:00"}
