{"id":"https://openalex.org/W2582476241","doi":null,"title":"Influence of Institutional Forces on Managerial Beliefs and Healthcare Analytics Adoption","display_name":"Influence of Institutional Forces on Managerial Beliefs and Healthcare Analytics Adoption","publication_year":2016,"publication_date":"2016-09-22","ids":{"openalex":"https://openalex.org/W2582476241","mag":"2582476241"},"language":"en","primary_location":{"id":"mag:2582476241","doi":null,"is_oa":false,"landing_page_url":"https://www.questia.com/library/journal/1G1-470869601/influence-of-institutional-forces-on-managerial-beliefs","pdf_url":null,"source":{"id":"https://openalex.org/S2764850994","display_name":"Journal of managerial issues","issn_l":"1045-3695","issn":["1045-3695"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","cwts-core"],"host_organization":"https://openalex.org/P4310316206","host_organization_name":"Pittsburg State University","host_organization_lineage":["https://openalex.org/P4310316206"],"host_organization_lineage_names":["Pittsburg State University"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Journal of managerial issues","raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5068118483","display_name":"Venugopal Gopalakrishna\u2010Remani","orcid":"https://orcid.org/0000-0001-5014-9776","observed_orcids":["https://orcid.org/0000-0001-5014-9776"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Venugopal Gopalakrishna\u2010Remani","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-5014-9776","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015897821","display_name":"Robert Paul Jones","orcid":"https://orcid.org/0000-0003-0619-1541","observed_orcids":["https://orcid.org/0000-0003-0619-1541"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Robert Paul Jones","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-0619-1541","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5083367728","display_name":"Barbara Ross Wooldridge","orcid":"https://orcid.org/0000-0003-0852-1903","observed_orcids":["https://orcid.org/0000-0003-0852-1903"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Barbara Ross Wooldridge","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-0852-1903","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5331,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.87578071,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":95},"biblio":{"volume":"28","issue":null,"first_page":"191","last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9721999764442444,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9721999764442444,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"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":0.00419999985024333,"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/T14356","display_name":"Organizational Leadership and Management Strategies","score":0.003100000089034438,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and 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"}}],"keywords":[{"id":"https://openalex.org/keywords/institutional-forces","display_name":"institutional forces","score":0.746999979019165},{"id":"https://openalex.org/keywords/managerial-beliefs","display_name":"managerial beliefs","score":0.9309999942779541},{"id":"https://openalex.org/keywords/top-management","display_name":"top management","score":0.45100000500679016},{"id":"https://openalex.org/keywords/healthcare-organizations","display_name":"healthcare organizations","score":0.5059999823570251},{"id":"https://openalex.org/keywords/organizational-performance","display_name":"organizational performance","score":0.4790000021457672},{"id":"https://openalex.org/keywords/big-data-in-healthcare","display_name":"big data in healthcare","score":0.6240000128746033},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"predictive analytics","score":0.6029999852180481},{"id":"https://openalex.org/keywords/organizational-change","display_name":"organizational change","score":0.30799999833106995},{"id":"https://openalex.org/keywords/affordable-care-act","display_name":"Affordable Care Act","score":0.5299999713897705},{"id":"https://openalex.org/keywords/cleveland-clinic","display_name":"Cleveland Clinic","score":0.5049999952316284},{"id":"https://openalex.org/keywords/organizational-adaptability","display_name":"organizational adaptability","score":0.367000013589859}],"concepts":[{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7469762563705444},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.7451608180999756},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5721740126609802},{"id":"https://openalex.org/C2777189325","wikidata":"https://www.wikidata.org/wiki/Q61022630","display_name":"Officer","level":2,"score":0.5111971497535706},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4365840554237366},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4244821071624756},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40836822986602783},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.33692097663879395},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.28893983364105225},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.13746368885040283},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1322193741798401},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.11197856068611145},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2582476241","doi":null,"is_oa":false,"landing_page_url":"https://www.questia.com/library/journal/1G1-470869601/influence-of-institutional-forces-on-managerial-beliefs","pdf_url":null,"source":{"id":"https://openalex.org/S2764850994","display_name":"Journal of managerial issues","issn_l":"1045-3695","issn":["1045-3695"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","cwts-core"],"host_organization":"https://openalex.org/P4310316206","host_organization_name":"Pittsburg State University","host_organization_lineage":["https://openalex.org/P4310316206"],"host_organization_lineage_names":["Pittsburg State University"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Journal of managerial issues","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.504800021648407,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W7353729","https://openalex.org/W204393443","https://openalex.org/W279068095","https://openalex.org/W284692629","https://openalex.org/W1253826529","https://openalex.org/W1524237663","https://openalex.org/W1540679699","https://openalex.org/W1550622587","https://openalex.org/W1590224273","https://openalex.org/W1665332082","https://openalex.org/W1965278510","https://openalex.org/W1973160246","https://openalex.org/W1984111244","https://openalex.org/W1990513740","https://openalex.org/W2000450201","https://openalex.org/W2002728466","https://openalex.org/W2018598843","https://openalex.org/W2023248478","https://openalex.org/W2023797284","https://openalex.org/W2027602533","https://openalex.org/W2029520384","https://openalex.org/W2030397439","https://openalex.org/W2044474937","https://openalex.org/W2059128624","https://openalex.org/W2067138523","https://openalex.org/W2071666535","https://openalex.org/W2073506374","https://openalex.org/W2091777293","https://openalex.org/W2096668878","https://openalex.org/W2097336498","https://openalex.org/W2097700858","https://openalex.org/W2115780297","https://openalex.org/W2115981184","https://openalex.org/W2116531199","https://openalex.org/W2122912498","https://openalex.org/W2126186544","https://openalex.org/W2129332601","https://openalex.org/W2134709142","https://openalex.org/W2135692804","https://openalex.org/W2146637469","https://openalex.org/W2158436707","https://openalex.org/W2171378329","https://openalex.org/W2329375110","https://openalex.org/W2333548658","https://openalex.org/W2475671575","https://openalex.org/W3022339544","https://openalex.org/W3124423022"],"related_works":["https://openalex.org/W7083463073","https://openalex.org/W2972374110","https://openalex.org/W4399907060","https://openalex.org/W4283274621","https://openalex.org/W4225609780","https://openalex.org/W4412683646","https://openalex.org/W910171737","https://openalex.org/W4401529886","https://openalex.org/W2123425140","https://openalex.org/W2749801548"],"abstract_inverted_index":{"The":[0,212],"2010":[1],"passage":[2],"of":[3,43,67,116,136,147,162,166,243,247,299,321,332,339,366,387,413,428,445,463,487,499,513,536],"the":[4,36,63,140,164,170,183,187,244,257,337,364,384,396,407,411,443,450,485,497],"Affordable":[5],"Care":[6],"Act":[7],"provided":[8],"strong":[9],"motivation":[10],"for":[11,104,225,251],"healthcare":[12,29,68,126,151,157,189,214,226,249,259,310,340,370,402,429,454,488,494,514],"organizations":[13,25,152,495,517],"to":[14,31,70,101,122,150,185,194,220,285,294,530],"improve":[15,71,102,123],"operational":[16,33],"efficiency":[17],"and":[18,23,54,65,76,90,130,169,201,209,228,232,235,239,269,275,290,305,346,349,374,419,426,435,442,510,534,539,543,547,551],"enhance":[19],"organizational":[20,532],"performance.":[21],"Large":[22],"medium-sized":[24],"nationwide":[26],"have":[27],"adopted":[28,342],"analytics":[30,69,100,132,145,181,215,250,282,341,371,430,455,489,515],"obtain":[32],"benefits,":[34],"with":[35,87,106,336],"Cleveland":[37],"Clinic":[38],"as":[39,369],"a":[40,44,94,134,296,318,329,361],"prime":[41],"example":[42,80],"successful":[45],"adoption.":[46],"Both":[47],"Delos":[48],"M.":[49],"Cosgrove,":[50],"chief":[51,57],"executive":[52],"officer,":[53,59],"James":[55],"Merlino,":[56],"experience":[58],"were":[60],"instrumental":[61],"in":[62,85,139,156,160,278,317,363,372,432,516,520],"adoption":[64,365,431,490,498,512,535],"use":[66,191],"patient":[72,124],"satisfaction":[73],"scores":[74],"(Merlino":[75],"Raman,":[77],"2013).":[78,241,327,553],"Another":[79],"is":[81,146,158,255,283,334,383,404,456],"Forest":[82],"Laboratories,":[83],"which,":[84],"collaboration":[86],"Converge":[88],"Health":[89],"Intermountain":[91],"Healthcare,":[92],"developed":[93],"rapid-learning":[95],"system":[96],"based":[97],"on":[98,390,422,449,476,484],"data":[99,129,155,167,199,500],"outcomes":[103],"patients":[105],"respiratory":[107],"diseases":[108],"(PR":[109],"Newswire,":[110],"2014).":[111,211,351],"Jeff":[112],"Elton,":[113],"managing":[114],"director":[115],"Accenture":[117],"Life":[118],"Sciences,":[119],"claims":[120],"that":[121,355,468],"outcomes,":[125],"requires":[127],"accurate":[128],"predictive":[131],"from":[133,197],"range":[135],"resources":[137],"available":[138],"organization":[141],"(Accenture,":[142],"n.d.).":[143],"Data":[144],"high":[148,330],"value":[149],"because":[153],"big":[154],"overwhelming":[159],"terms":[161],"volume,":[163],"diversity":[165],"types,":[168],"speed":[171],"at":[172,398,452],"which":[173,399,453],"it":[174],"must":[175],"be":[176,218],"managed":[177],"(EMC,":[178],"2012).":[179],"Healthcare":[180,281],"has":[182,263,525],"potential":[184,385],"transform":[186],"way":[188],"providers":[190],"sophisticated":[192],"technologies":[193],"gain":[195,295],"insights":[196],"their":[198,474],"repositories":[200],"make":[202],"informed":[203],"managerial":[204],"decisions":[205],"(An,":[206],"2013;":[207,549],"Raghupathi":[208],"Raghupathi,":[210,350],"information":[213],"provides":[216],"can":[217],"used":[219,527],"allocate":[221],"resources,":[222],"distribute":[223],"funds":[224],"services,":[227],"guide":[229],"policy":[230],"formulation":[231],"implementation":[233],"(Fos":[234],"Zuniga,":[236],"1999;":[237],"Srinivasan":[238],"Arunasalam,":[240],"One":[242],"best":[245],"examples":[246],"using":[248],"improving":[252],"firm":[253],"performance":[254],"Premier,":[256],"U.S.":[258,344,433],"alliance":[260],"network.":[261,280],"Premier":[262,312],"more":[264,493],"than":[265],"2,700":[266],"members,":[267],"hospitals,":[268],"health":[270],"systems;":[271],"90,000":[272],"non-acute":[273],"facilities;":[274],"400,000":[276],"physicians":[277],"its":[279],"employed":[284],"analyze":[286],"clinical,":[287],"financial,":[288],"patient,":[289],"supply":[291],"chain":[292],"data,":[293],"comprehensive":[297],"understanding":[298,502],"resource":[300],"utilization,":[301],"clinical":[302],"outcome":[303],"measures,":[304],"transaction-level":[306],"cost":[307,319],"data.":[308],"Using":[309],"analytics,":[311,501],"saved":[313],"29,000":[314],"lives,":[315],"resulting":[316],"savings":[320],"$7":[322],"billion":[323],"through":[324],"2013":[325],"(IBM,":[326],"However,":[328],"level":[331,338,397,427,451,486],"variance":[333],"associated":[335],"by":[343],"hospitals":[345,373,434],"clinics":[347,375],"((Raghupathi":[348],"Some":[352],"research":[353,409],"indicates":[354],"top":[356,392,423,446,477,507],"management":[357,393,424,447,478,508],"beliefs":[358,425,448,479,509],"may":[359],"play":[360],"role":[362],"technology,":[367],"such":[368],"(Chatterjee":[376],"et":[377],"al.,":[378],"2002).":[379],"Less":[380],"understood,":[381],"however,":[382],"influence":[386,412,444,475,506],"institutional":[388,414,440,471,504,528],"pressures":[389,415],"framing":[391],"beliefs,":[394],"particularly":[395],"technology":[400],"(e.g.,":[401],"analytics)":[403],"adopted.":[405],"Therefore,":[406],"current":[408],"examines":[410],"(i.e.,":[416],"mimetic,":[417],"coercive,":[418],"normative":[420],"pressure)":[421],"clinics.":[436],"This":[437,465],"study":[438,466],"integrates":[439],"forces":[441,472,505],"adopted,":[457],"thus":[458],"reconciling":[459],"previous":[460],"research's":[461],"presumption":[462],"independency.":[464],"demonstrates":[467],"some":[469],"external":[470],"manifest":[473],"while":[480],"others":[481],"do":[482],"so":[483],"itself.":[491],"As":[492],"contemplate":[496],"how":[503],"subsequent":[511],"also":[518],"increases":[519],"importance.":[521],"LITERATURE":[522],"REVIEW":[523],"Research":[524],"extensively":[526],"theory":[529],"explain":[531],"form":[533],"practices":[537],"(DiMaggio":[538],"Powell,":[540],"1983;":[541],"Grob":[542],"Benn,":[544],"2014;":[545],"Messerschmidt":[546],"Hinz,":[548],"Verbeke":[550],"Tung,":[552],"\u2026":[554]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-10-10T17:16:08.811792","created_date":"2017-02-03T00:00:00"}
