{"id":"https://openalex.org/W2976550322","doi":"https://doi.org/10.1080/0960085x.2019.1666038","title":"Governmental intervention in Hospital Information Exchange (HIE) diffusion: a quasi-experimental ARIMA interrupted time series analysis of monthly HIE patient penetration rates","display_name":"Governmental intervention in Hospital Information Exchange (HIE) diffusion: a quasi-experimental ARIMA interrupted time series analysis of monthly HIE patient penetration rates","publication_year":2019,"publication_date":"2019-09-26","ids":{"openalex":"https://openalex.org/W2976550322","doi":"https://doi.org/10.1080/0960085x.2019.1666038","mag":"2976550322"},"language":"en","primary_location":{"id":"doi:10.1080/0960085x.2019.1666038","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0960085x.2019.1666038","pdf_url":null,"source":{"id":"https://openalex.org/S116712389","display_name":"European Journal of Information Systems","issn_l":"0960-085X","issn":["0960-085X","1476-9344"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319703","host_organization_name":"Palgrave Macmillan","host_organization_lineage":["https://openalex.org/P4310319703","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Palgrave Macmillan","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Journal of Information Systems","raw_type":"journal-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/A5086187658","display_name":"David Gefen","orcid":"https://orcid.org/0000-0002-0184-9167"},"institutions":[{"id":"https://openalex.org/I4210133369","display_name":"Decision Sciences (United States)","ror":"https://ror.org/03gcvf773","country_code":"US","type":"company","lineage":["https://openalex.org/I4210133369"]},{"id":"https://openalex.org/I72816309","display_name":"Drexel University","ror":"https://ror.org/04bdffz58","country_code":"US","type":"education","lineage":["https://openalex.org/I72816309"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"David Gefen","raw_affiliation_strings":["Decision Sciences and MIS, Bennett S LeBow College of Business, Drexel University, Philadelphia, USA"],"affiliations":[{"raw_affiliation_string":"Decision Sciences and MIS, Bennett S LeBow College of Business, Drexel University, Philadelphia, USA","institution_ids":["https://openalex.org/I72816309","https://openalex.org/I4210133369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016654028","display_name":"Ofir Ben\u2010Assuli","orcid":"https://orcid.org/0000-0002-1975-6647"},"institutions":[{"id":"https://openalex.org/I207073550","display_name":"Ono Academic College","ror":"https://ror.org/02td5wn81","country_code":"IL","type":"education","lineage":["https://openalex.org/I207073550"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Ofir Ben-Assuli","raw_affiliation_strings":["Information Systems Management Department, Faculty of Business Administration, Ono Academic College, Kiryat Ono, Israel"],"affiliations":[{"raw_affiliation_string":"Information Systems Management Department, Faculty of Business Administration, Ono Academic College, Kiryat Ono, Israel","institution_ids":["https://openalex.org/I207073550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031828423","display_name":"Mark Stehr","orcid":"https://orcid.org/0000-0002-0428-4990"},"institutions":[{"id":"https://openalex.org/I72816309","display_name":"Drexel University","ror":"https://ror.org/04bdffz58","country_code":"US","type":"education","lineage":["https://openalex.org/I72816309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark Stehr","raw_affiliation_strings":["Bennett S LeBow College of Business, Drexel University, Philadelphia, USA"],"affiliations":[{"raw_affiliation_string":"Bennett S LeBow College of Business, Drexel University, Philadelphia, USA","institution_ids":["https://openalex.org/I72816309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079641469","display_name":"Bruce Rosen","orcid":"https://orcid.org/0000-0002-0957-5084"},"institutions":[{"id":"https://openalex.org/I4210151498","display_name":"Myers-JDC-Brookdale Institute","ror":"https://ror.org/04qatqr61","country_code":"IL","type":"nonprofit","lineage":["https://openalex.org/I4210151498"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Bruce Rosen","raw_affiliation_strings":["JDC - Brookdale Institute, Jerusalem, Israel"],"affiliations":[{"raw_affiliation_string":"JDC - Brookdale Institute, Jerusalem, Israel","institution_ids":["https://openalex.org/I4210151498"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046994478","display_name":"Yaron Denekamp","orcid":null},"institutions":[{"id":"https://openalex.org/I64767286","display_name":"Clalit Health Services","ror":"https://ror.org/04zjvnp94","country_code":"IL","type":"healthcare","lineage":["https://openalex.org/I64767286"]},{"id":"https://openalex.org/I91203450","display_name":"University of Haifa","ror":"https://ror.org/02f009v59","country_code":"IL","type":"education","lineage":["https://openalex.org/I91203450"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Yaron Denekamp","raw_affiliation_strings":["Clalit Health Services, Tel Aviv, Israel","School of Public Health, Haifa University, Israel"],"affiliations":[{"raw_affiliation_string":"Clalit Health Services, Tel Aviv, Israel","institution_ids":["https://openalex.org/I64767286"]},{"raw_affiliation_string":"School of Public Health, Haifa University, Israel","institution_ids":["https://openalex.org/I91203450"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5086187658"],"corresponding_institution_ids":["https://openalex.org/I4210133369","https://openalex.org/I72816309"],"apc_list":null,"apc_paid":null,"fwci":2.1938,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.9170576,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"28","issue":"6","first_page":"627","last_page":"645"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10391","display_name":"Healthcare Policy and Management","score":0.9739999771118164,"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"}},"topics":[{"id":"https://openalex.org/T10391","display_name":"Healthcare Policy and Management","score":0.9739999771118164,"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/T11810","display_name":"Complex Systems and Decision Making","score":0.9693999886512756,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/autoregressive-integrated-moving-average","display_name":"Autoregressive integrated moving average","score":0.7084931135177612},{"id":"https://openalex.org/keywords/interrupted-time-series-analysis","display_name":"Interrupted Time Series Analysis","score":0.6782978177070618},{"id":"https://openalex.org/keywords/penetration","display_name":"Penetration (warfare)","score":0.609987735748291},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.49998044967651367},{"id":"https://openalex.org/keywords/penetration-rate","display_name":"Penetration rate","score":0.42028263211250305},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3561723828315735},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.33334892988204956},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.32129529118537903},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3044060468673706},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.26328355073928833},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.26263514161109924},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2617143988609314},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22661727666854858}],"concepts":[{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.7084931135177612},{"id":"https://openalex.org/C2909024267","wikidata":"https://www.wikidata.org/wiki/Q39046682","display_name":"Interrupted Time Series Analysis","level":2,"score":0.6782978177070618},{"id":"https://openalex.org/C80107235","wikidata":"https://www.wikidata.org/wiki/Q7162625","display_name":"Penetration (warfare)","level":2,"score":0.609987735748291},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.49998044967651367},{"id":"https://openalex.org/C2993265231","wikidata":"https://www.wikidata.org/wiki/Q16863864","display_name":"Penetration rate","level":2,"score":0.42028263211250305},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3561723828315735},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.33334892988204956},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.32129529118537903},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3044060468673706},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.26328355073928833},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.26263514161109924},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2617143988609314},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22661727666854858},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/0960085x.2019.1666038","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0960085x.2019.1666038","pdf_url":null,"source":{"id":"https://openalex.org/S116712389","display_name":"European Journal of Information Systems","issn_l":"0960-085X","issn":["0960-085X","1476-9344"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319703","host_organization_name":"Palgrave Macmillan","host_organization_lineage":["https://openalex.org/P4310319703","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Palgrave Macmillan","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Journal of Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tjisxx:v:28:y:2019:i:6:p:627-645","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/0960085X.2019.1666038","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":90,"referenced_works":["https://openalex.org/W125667916","https://openalex.org/W420181673","https://openalex.org/W1510984413","https://openalex.org/W1587616108","https://openalex.org/W1900452232","https://openalex.org/W1913534655","https://openalex.org/W1973783066","https://openalex.org/W1976038767","https://openalex.org/W1977086428","https://openalex.org/W1977850141","https://openalex.org/W1983795980","https://openalex.org/W1986793794","https://openalex.org/W1990743371","https://openalex.org/W1999124985","https://openalex.org/W2001636115","https://openalex.org/W2006992531","https://openalex.org/W2015042083","https://openalex.org/W2016363885","https://openalex.org/W2021542777","https://openalex.org/W2023097945","https://openalex.org/W2023248478","https://openalex.org/W2025961465","https://openalex.org/W2028993630","https://openalex.org/W2029374995","https://openalex.org/W2031583147","https://openalex.org/W2034898504","https://openalex.org/W2046095815","https://openalex.org/W2052937415","https://openalex.org/W2058924226","https://openalex.org/W2064119335","https://openalex.org/W2064426586","https://openalex.org/W2065489600","https://openalex.org/W2066997117","https://openalex.org/W2068402150","https://openalex.org/W2073410586","https://openalex.org/W2078579714","https://openalex.org/W2079023601","https://openalex.org/W2079061376","https://openalex.org/W2085196218","https://openalex.org/W2091607345","https://openalex.org/W2092923369","https://openalex.org/W2096222958","https://openalex.org/W2099143194","https://openalex.org/W2100063939","https://openalex.org/W2110034024","https://openalex.org/W2111190884","https://openalex.org/W2111230450","https://openalex.org/W2113294368","https://openalex.org/W2115905676","https://openalex.org/W2116241811","https://openalex.org/W2117057030","https://openalex.org/W2117558025","https://openalex.org/W2128232860","https://openalex.org/W2129194414","https://openalex.org/W2130130825","https://openalex.org/W2138872189","https://openalex.org/W2141847884","https://openalex.org/W2145463010","https://openalex.org/W2146217571","https://openalex.org/W2149354967","https://openalex.org/W2151875799","https://openalex.org/W2152643301","https://openalex.org/W2154762007","https://openalex.org/W2159390189","https://openalex.org/W2162201158","https://openalex.org/W2162230562","https://openalex.org/W2168240305","https://openalex.org/W2168966530","https://openalex.org/W2169616263","https://openalex.org/W2171378329","https://openalex.org/W2176928290","https://openalex.org/W2292856580","https://openalex.org/W2295735658","https://openalex.org/W2313740117","https://openalex.org/W2315673476","https://openalex.org/W2477534494","https://openalex.org/W2605968929","https://openalex.org/W2735157213","https://openalex.org/W2736109059","https://openalex.org/W2745344104","https://openalex.org/W2767553997","https://openalex.org/W2998650089","https://openalex.org/W3025585506","https://openalex.org/W3124459288","https://openalex.org/W3171903914","https://openalex.org/W4230015074","https://openalex.org/W4230562141","https://openalex.org/W4252507658","https://openalex.org/W4253543067","https://openalex.org/W4292483811"],"related_works":["https://openalex.org/W3175321409","https://openalex.org/W4312561791","https://openalex.org/W2389894046","https://openalex.org/W2215717369","https://openalex.org/W2386007263","https://openalex.org/W2046561163","https://openalex.org/W4312309719","https://openalex.org/W2974356760","https://openalex.org/W2167306726","https://openalex.org/W2980748541"],"abstract_inverted_index":{"This":[0],"study":[1],"examines":[2],"changes":[3],"in":[4,15,22,33,170,172,177,186],"the":[5,50,60,64,68,80,85,88,102,109,120,146,191],"monthly":[6],"penetration":[7,69,133,171],"rates":[8,31],"of":[9,35,52,90,104,119,149],"a":[10,16,36,44,116,135,157,166],"Health":[11,18],"Information":[12],"Exchange":[13],"(HIE)":[14],"large":[17],"Maintenance":[19],"Organisation":[20],"(HMO)":[21],"Israel":[23],"after":[24],"its":[25,153],"successful":[26],"adoption,":[27],"and":[28,71,161],"how":[29],"those":[30],"changed":[32],"anticipation":[34],"government":[37],"policy":[38],"to":[39,67,114],"turn":[40],"this":[41,173,184],"HIE":[42,132,151,185],"into":[43],"national":[45,192],"system.":[46,193],"Penetration":[47],"rate":[48,148],"is":[49,112],"proportion":[51,103,121],"patients":[53],"whose":[54],"data":[55,70],"have":[56],"been":[57],"accessed":[58],"through":[59],"HIE.":[61],"We":[62],"apply":[63],"Bass":[65,86,136,158],"model":[66,137,159],"estimate":[72],"an":[73,98,150],"ARIMA":[74],"interrupted":[75],"time":[76,96],"series":[77],"analysis":[78],"on":[79],"resulting":[81],"dependent":[82],"variable.":[83],"In":[84],"model,":[87],"diffusion":[89],"new":[91,110],"products":[92],"or":[93],"services":[94],"over":[95],"follows":[97],"S":[99],"curve,":[100],"where":[101],"non-users":[105],"who":[106,122],"take":[107],"up":[108],"technology":[111],"assumed":[113],"be":[115],"linear":[117],"function":[118],"are":[123,195],"already":[124],"users.":[125],"The":[126],"results":[127],"indicate":[128],"(1)":[129],"that":[130,143,145,163],"also":[131],"shows":[134,156],"pattern,":[138,160],"thus":[139],"extending":[140],"previous":[141],"research":[142],"indicated":[144],"adoption":[147],"(i.e.":[152],"initial":[154],"installation)":[155],"(2)":[162],"there":[164],"was":[165],"significant":[167],"one-time":[168],"increase":[169],"HMO":[174],"when":[175],"hospitals":[176],"other":[178],"HMOs":[179],"started":[180],"training":[181],"towards":[182],"adopting":[183],"preparation":[187],"for":[188],"it":[189],"becoming":[190],"Implications":[194],"discussed.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}