{"id":"https://openalex.org/W2053392236","doi":"https://doi.org/10.4018/jhisi.2012070104","title":"Use of Diffusion of Innovations Theory in Medical Informatics Research","display_name":"Use of Diffusion of Innovations Theory in Medical Informatics Research","publication_year":2012,"publication_date":"2012-07-01","ids":{"openalex":"https://openalex.org/W2053392236","doi":"https://doi.org/10.4018/jhisi.2012070104","mag":"2053392236"},"language":"en","primary_location":{"id":"doi:10.4018/jhisi.2012070104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jhisi.2012070104","pdf_url":null,"source":{"id":"https://openalex.org/S139009114","display_name":"International Journal of Healthcare Information Systems and Informatics","issn_l":"1555-3396","issn":["1555-3396","1555-340X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Healthcare Information Systems and Informatics","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/A5024429888","display_name":"Fred K. Weigel","orcid":null},"institutions":[{"id":"https://openalex.org/I1327543694","display_name":"Eisenhower Medical Center","ror":"https://ror.org/050wjeh45","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1327543694"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fred K. Weigel","raw_affiliation_strings":["Eisenhower Army Medical Center, USA","Eisenhower Army Medical Center, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eisenhower Army Medical Center, USA","institution_ids":["https://openalex.org/I1327543694"]},{"raw_affiliation_string":"Eisenhower Army Medical Center, USA#TAB#","institution_ids":["https://openalex.org/I1327543694"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110885212","display_name":"R. Kelly Rainer","orcid":null},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R. Kelly Rainer","raw_affiliation_strings":["Auburn University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Auburn University, USA","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020324702","display_name":"Benjamin T. Hazen","orcid":"https://orcid.org/0000-0003-4891-3071"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin T. Hazen","raw_affiliation_strings":["Auburn University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Auburn University, USA","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056869731","display_name":"Casey G. Cegielski","orcid":"https://orcid.org/0000-0001-8812-3141"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Casey G. Cegielski","raw_affiliation_strings":["Auburn University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Auburn University, USA","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081594281","display_name":"F. Nelson Ford","orcid":null},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"F. Nelson Ford","raw_affiliation_strings":["Auburn University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Auburn University, USA","institution_ids":["https://openalex.org/I82497590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8103,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.73018325,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"7","issue":"3","first_page":"44","last_page":"56"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13280","display_name":"Biomedical and Engineering Education","score":0.9448000192642212,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13280","display_name":"Biomedical and Engineering Education","score":0.9448000192642212,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9277999997138977,"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/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9060999751091003,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/health-informatics","display_name":"Health informatics","score":0.781652569770813},{"id":"https://openalex.org/keywords/informatics","display_name":"Informatics","score":0.7210577726364136},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5350635647773743},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.5285812020301819},{"id":"https://openalex.org/keywords/business-informatics","display_name":"Business informatics","score":0.5272252559661865},{"id":"https://openalex.org/keywords/diffusion-theory","display_name":"Diffusion theory","score":0.5221019983291626},{"id":"https://openalex.org/keywords/medical-research","display_name":"Medical research","score":0.4757218658924103},{"id":"https://openalex.org/keywords/engineering-informatics","display_name":"Engineering informatics","score":0.4655716121196747},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.46522805094718933},{"id":"https://openalex.org/keywords/health-administration-informatics","display_name":"Health Administration Informatics","score":0.4483920633792877},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4257873296737671},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4181566536426544},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39126601815223694},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.37578117847442627},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.35537150502204895},{"id":"https://openalex.org/keywords/innovation-diffusion","display_name":"Innovation diffusion","score":0.2857784032821655},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1905684471130371},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.15326851606369019},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.14602214097976685},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0908174216747284}],"concepts":[{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.781652569770813},{"id":"https://openalex.org/C191630685","wikidata":"https://www.wikidata.org/wiki/Q4027615","display_name":"Informatics","level":2,"score":0.7210577726364136},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5350635647773743},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.5285812020301819},{"id":"https://openalex.org/C27518888","wikidata":"https://www.wikidata.org/wiki/Q126552","display_name":"Business informatics","level":4,"score":0.5272252559661865},{"id":"https://openalex.org/C2986659545","wikidata":"https://www.wikidata.org/wiki/Q7280376","display_name":"Diffusion theory","level":3,"score":0.5221019983291626},{"id":"https://openalex.org/C106977388","wikidata":"https://www.wikidata.org/wiki/Q2752427","display_name":"Medical research","level":2,"score":0.4757218658924103},{"id":"https://openalex.org/C158518442","wikidata":"https://www.wikidata.org/wiki/Q2843902","display_name":"Engineering informatics","level":4,"score":0.4655716121196747},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.46522805094718933},{"id":"https://openalex.org/C141363852","wikidata":"https://www.wikidata.org/wiki/Q5690441","display_name":"Health Administration Informatics","level":4,"score":0.4483920633792877},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4257873296737671},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4181566536426544},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39126601815223694},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.37578117847442627},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.35537150502204895},{"id":"https://openalex.org/C3017618536","wikidata":"https://www.wikidata.org/wiki/Q304994","display_name":"Innovation diffusion","level":2,"score":0.2857784032821655},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1905684471130371},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.15326851606369019},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.14602214097976685},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0908174216747284},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/jhisi.2012070104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jhisi.2012070104","pdf_url":null,"source":{"id":"https://openalex.org/S139009114","display_name":"International Journal of Healthcare Information Systems and Informatics","issn_l":"1555-3396","issn":["1555-3396","1555-340X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Healthcare Information Systems and Informatics","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jhisi0:v:7:y:2012:i:3:p:44-56","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/jhisi.2012070104","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":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W136732505","https://openalex.org/W167398435","https://openalex.org/W179265460","https://openalex.org/W382064104","https://openalex.org/W1420162645","https://openalex.org/W1511920456","https://openalex.org/W1543266722","https://openalex.org/W1568955415","https://openalex.org/W1600385089","https://openalex.org/W1606392711","https://openalex.org/W1791587663","https://openalex.org/W1965906234","https://openalex.org/W1978766282","https://openalex.org/W1984253812","https://openalex.org/W2001298008","https://openalex.org/W2037221033","https://openalex.org/W2044744663","https://openalex.org/W2048799945","https://openalex.org/W2054821118","https://openalex.org/W2060892233","https://openalex.org/W2061504941","https://openalex.org/W2063253379","https://openalex.org/W2066639500","https://openalex.org/W2068172675","https://openalex.org/W2074102900","https://openalex.org/W2076355899","https://openalex.org/W2077919564","https://openalex.org/W2084300606","https://openalex.org/W2087640628","https://openalex.org/W2090054320","https://openalex.org/W2100379340","https://openalex.org/W2101657583","https://openalex.org/W2104636359","https://openalex.org/W2107633745","https://openalex.org/W2112042732","https://openalex.org/W2112779498","https://openalex.org/W2123438112","https://openalex.org/W2125406570","https://openalex.org/W2133301004","https://openalex.org/W2138019255","https://openalex.org/W2144816153","https://openalex.org/W2153222072","https://openalex.org/W2153377606","https://openalex.org/W2160596209","https://openalex.org/W2163198930","https://openalex.org/W2312369134","https://openalex.org/W2331666997","https://openalex.org/W2489111096","https://openalex.org/W3121853384","https://openalex.org/W4210764005","https://openalex.org/W4213318625","https://openalex.org/W4251160179","https://openalex.org/W6910291933"],"related_works":["https://openalex.org/W4328126395","https://openalex.org/W2559498555","https://openalex.org/W2416869087","https://openalex.org/W3153514346","https://openalex.org/W2361870466","https://openalex.org/W53280143","https://openalex.org/W2030141165","https://openalex.org/W4214653923","https://openalex.org/W2165993840","https://openalex.org/W2113371605"],"abstract_inverted_index":{"The":[0,62],"authors":[1,63],"examine":[2,47],"the":[3,13,20,38,53,75,86],"use":[4],"of":[5,7,9,55,67,69,88,92,106],"tenets":[6,66],"diffusion":[8,68,91],"innovations":[10,70],"theory":[11,21,71,97],"in":[12,74,82,85],"medical":[14,56,89,107],"informatics":[15,108],"literature":[16],"to":[17,26,33,46,102],"reveal":[18],"how":[19],"has":[22],"and":[23,59],"can":[24,99],"continue":[25],"provide":[27],"a":[28,103],"basis":[29],"for":[30],"scholars":[31],"seeking":[32],"align":[34],"their":[35],"research":[36,109],"with":[37],"theory.":[39],"A":[40],"content":[41],"analysis":[42],"method":[43],"was":[44],"used":[45],"over":[48],"2,000":[49],"journal":[50],"articles":[51],"from":[52],"fields":[54],"informatics,":[57,90],"medicine,":[58],"information":[60],"systems.":[61],"found":[64],"that":[65,98,110],"were":[72],"prevalent":[73],"literature.":[76],"Although":[77],"several":[78],"theories":[79],"are":[80],"useful":[81],"explaining":[83],"phenomenon":[84],"domain":[87],"innovation":[93],"is":[94,111],"one":[95],"such":[96],"be":[100],"applicable":[101],"vast":[104],"amount":[105],"focused":[112],"on":[113],"new":[114],"technologies":[115],"or":[116],"work":[117],"processes.":[118]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2025-10-10T00:00:00"}