{"id":"https://openalex.org/W4289827896","doi":"https://doi.org/10.1109/ipdpsw55747.2022.00191","title":"Effect of Community-based Opinion Leaders on Guideline Dissemination in Large-Scale Physician Networks","display_name":"Effect of Community-based Opinion Leaders on Guideline Dissemination in Large-Scale Physician Networks","publication_year":2022,"publication_date":"2022-05-01","ids":{"openalex":"https://openalex.org/W4289827896","doi":"https://doi.org/10.1109/ipdpsw55747.2022.00191"},"language":"en","primary_location":{"id":"doi:10.1109/ipdpsw55747.2022.00191","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipdpsw55747.2022.00191","pdf_url":null,"source":{"id":"https://openalex.org/S4363605440","display_name":"2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5031956364","display_name":"Vairavan Murugappan","orcid":"https://orcid.org/0000-0003-1107-1683"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Vairavan Murugappan","raw_affiliation_strings":["School of Information Sciences, University of Illinois at Urbana-Champaign,Champaign,IL,USA","School of Information Sciences, University of Illinois at Urbana-Champaign, Champaign, IL, USA"],"affiliations":[{"raw_affiliation_string":"School of Information Sciences, University of Illinois at Urbana-Champaign,Champaign,IL,USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"School of Information Sciences, University of Illinois at Urbana-Champaign, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071236356","display_name":"Suresh Subramanian","orcid":"https://orcid.org/0000-0003-3058-7941"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Suresh Subramanian","raw_affiliation_strings":["School of Information Sciences, University of Illinois at Urbana-Champaign,Champaign,IL,USA","School of Information Sciences, University of Illinois at Urbana-Champaign, Champaign, IL, USA"],"affiliations":[{"raw_affiliation_string":"School of Information Sciences, University of Illinois at Urbana-Champaign,Champaign,IL,USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"School of Information Sciences, University of Illinois at Urbana-Champaign, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022202618","display_name":"John Korah","orcid":"https://orcid.org/0000-0003-0033-5671"},"institutions":[{"id":"https://openalex.org/I98947143","display_name":"California State Polytechnic University","ror":"https://ror.org/05by5hm18","country_code":"US","type":"education","lineage":["https://openalex.org/I98947143"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Korah","raw_affiliation_strings":["California State Polytechnic University,Department of Computer Science,Pomona,CA,USA","Department of Computer Science, California State Polytechnic University, Pomona, CA, USA"],"affiliations":[{"raw_affiliation_string":"California State Polytechnic University,Department of Computer Science,Pomona,CA,USA","institution_ids":["https://openalex.org/I98947143"]},{"raw_affiliation_string":"Department of Computer Science, California State Polytechnic University, Pomona, CA, USA","institution_ids":["https://openalex.org/I98947143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028715144","display_name":"Pranav Pamidighantam","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pranav Pamidighantam","raw_affiliation_strings":["School of Information Sciences, University of Illinois at Urbana-Champaign,Champaign,IL,USA","School of Information Sciences, University of Illinois at Urbana-Champaign, Champaign, IL, USA"],"affiliations":[{"raw_affiliation_string":"School of Information Sciences, University of Illinois at Urbana-Champaign,Champaign,IL,USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"School of Information Sciences, University of Illinois at Urbana-Champaign, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000185866","display_name":"Eunice E. Santos","orcid":"https://orcid.org/0000-0002-0252-7645"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eunice E. Santos","raw_affiliation_strings":["School of Information Sciences, University of Illinois at Urbana-Champaign,Champaign,IL,USA","School of Information Sciences, University of Illinois at Urbana-Champaign, Champaign, IL, USA"],"affiliations":[{"raw_affiliation_string":"School of Information Sciences, University of Illinois at Urbana-Champaign,Champaign,IL,USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"School of Information Sciences, University of Illinois at Urbana-Champaign, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5031956364"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":4.1478,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.91772152,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1170","last_page":"1179"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12027","display_name":"Social Media in Health Education","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/3306","display_name":"Health"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12027","display_name":"Social Media in Health Education","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/3306","display_name":"Health"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/opinion-leadership","display_name":"Opinion leadership","score":0.7972714900970459},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.738335907459259},{"id":"https://openalex.org/keywords/guideline","display_name":"Guideline","score":0.6519778966903687},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5336086750030518},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.47448328137397766},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.46194037795066833},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4566445052623749},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.43292784690856934},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.430078387260437},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.41839519143104553},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.35867106914520264},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.27132710814476013},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22767218947410583},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.1741277277469635},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.15839076042175293},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.09291747212409973}],"concepts":[{"id":"https://openalex.org/C139268390","wikidata":"https://www.wikidata.org/wiki/Q1850904","display_name":"Opinion leadership","level":2,"score":0.7972714900970459},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.738335907459259},{"id":"https://openalex.org/C2780182762","wikidata":"https://www.wikidata.org/wiki/Q1630279","display_name":"Guideline","level":2,"score":0.6519778966903687},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5336086750030518},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.47448328137397766},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.46194037795066833},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4566445052623749},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.43292784690856934},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.430078387260437},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.41839519143104553},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.35867106914520264},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.27132710814476013},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22767218947410583},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.1741277277469635},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15839076042175293},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.09291747212409973},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ipdpsw55747.2022.00191","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipdpsw55747.2022.00191","pdf_url":null,"source":{"id":"https://openalex.org/S4363605440","display_name":"2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2339422290","https://openalex.org/W2397653702","https://openalex.org/W4233871529","https://openalex.org/W2338818750","https://openalex.org/W3019157102","https://openalex.org/W2365451219","https://openalex.org/W2415869793","https://openalex.org/W4211072166","https://openalex.org/W28723353","https://openalex.org/W4231104876"],"abstract_inverted_index":{"Despite":[0],"continuous":[1],"innovation":[2],"and":[3,11,52,64,74,120,136,144,172],"progress":[4],"in":[5,58,72,79,108,124],"the":[6,133,142,167],"medical":[7,29,77],"field,":[8],"many":[9],"treatments":[10],"interventions":[12],"fail":[13],"to":[14,16,26,32,50,90,154],"translate":[15],"practice.":[17],"Studies":[18],"have":[19],"shown":[20],"that":[21,115,159],"healthcare":[22],"providers":[23],"are":[24],"slow":[25],"adopt":[27],"new":[28],"guidelines":[30,78],"due":[31],"various":[33,152],"reasons":[34],"(slower":[35],"knowledge":[36],"dissemination,":[37],"implementation":[38],"challenges,":[39],"etc.).":[40],"Furthermore,":[41],"there":[42],"is":[43],"a":[44,69,87],"lack":[45],"of":[46,76,146,174],"computational":[47],"modeling":[48],"approaches":[49],"analyze":[51],"understand":[53],"physician":[54,80,97,118,129,137],"guideline":[55,121],"adoption":[56,75,122],"behaviors":[57],"real-world":[59,125],"scenarios.":[60],"Professional":[61],"network":[62],"characteristics":[63],"local":[65],"opinion":[66,92],"leaders":[67,93],"play":[68],"vital":[70],"role":[71],"dissemination":[73],"communities.":[81],"In":[82],"this":[83],"work,":[84],"we":[85,140,157],"provide":[86],"systematic":[88],"approach":[89,102],"identify":[91],"(OLs)":[94],"based":[95],"on":[96],"community":[98],"characteristics.":[99],"The":[100],"proposed":[101],"will":[103],"leverage":[104],"our":[105,147,160],"previous":[106],"work":[107],"Culturally":[109],"Infused":[110],"Agent":[111],"Based":[112],"Modeling":[113],"Framework":[114],"can":[116,165],"capture":[117,166],"decision-making":[119],"behavior":[123],"settings.":[126],"Using":[127],"large":[128],"datasets":[130],"such":[131],"as":[132],"Physician":[134],"Compare":[135],"share":[138],"datasets,":[139],"demonstrate":[141],"utility":[143],"scalability":[145],"approach.":[148],"By":[149],"comparing":[150],"with":[151],"strategies":[153],"select":[155],"OLs,":[156],"show":[158],"community-based":[161],"OL":[162],"detection":[163],"method":[164],"trade-off":[168],"between":[169],"increasing":[170],"reach":[171],"rate":[173],"spread.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
