{"id":"https://openalex.org/W2552520175","doi":"https://doi.org/10.5278/ojs.jbm.v4i2.1625","title":"Futures Business Models for an IoT Enabled Healthcare Sector: A Causal Layered Analysis Perspective","display_name":"Futures Business Models for an IoT Enabled Healthcare Sector: A Causal Layered Analysis Perspective","publication_year":2016,"publication_date":"2016-10-23","ids":{"openalex":"https://openalex.org/W2552520175","doi":"https://doi.org/10.5278/ojs.jbm.v4i2.1625","mag":"2552520175"},"language":"en","primary_location":{"id":"pmh:oai:dk.aau.aub.ojs:article/1625","doi":null,"is_oa":true,"landing_page_url":"https://journals.aau.dk/index.php/JOBM/article/view/1625","pdf_url":"https://journals.aau.dk/index.php/JOBM/article/download/1625/1307","source":{"id":"https://openalex.org/S4306515390","display_name":"Journal of Business Models","issn_l":"2246-2465","issn":["2246-2465"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","anvur-class-a","anvur-scientific","cwts-core","ddh","jufo-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310317208","host_organization_name":"Aalborg University Press","host_organization_lineage":["https://openalex.org/P4310317208"],"host_organization_lineage_names":["Aalborg University Press"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2246-2465","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://journals.aau.dk/index.php/JOBM/article/download/1625/1307","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049289226","display_name":"Julius Francis Gomes","orcid":"https://orcid.org/0000-0003-3960-4592","observed_orcids":["https://orcid.org/0000-0003-3960-4592"]},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Gomes, Julius Francis","raw_affiliation_strings":["Oulu Business School, University of Oulu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oulu Business School, University of Oulu","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010617601","display_name":"Sara Moqaddemerad","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Moqaddemerad, Sara","raw_affiliation_strings":["Oulu Business School, University of Oulu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oulu Business School, University of Oulu","institution_ids":["https://openalex.org/I98381234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I98381234"],"apc_list":null,"apc_paid":null,"fwci":3.6365,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.93173227,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13151","display_name":"Business Strategies and Innovation","score":0.49390000104904175,"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"}},"topics":[{"id":"https://openalex.org/T13151","display_name":"Business Strategies and Innovation","score":0.49390000104904175,"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"}},{"id":"https://openalex.org/T12885","display_name":"Digital Innovation in Industries","score":0.32739999890327454,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/T10003","display_name":"Innovation and Knowledge Management","score":0.044199999421834946,"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/business-models","display_name":"business models","score":0.8360000252723694},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.8299999833106995},{"id":"https://openalex.org/keywords/health-care","display_name":"health care","score":0.7049999833106995},{"id":"https://openalex.org/keywords/futures-studies","display_name":"futures studies","score":0.6010000109672546},{"id":"https://openalex.org/keywords/causal-layered-analysis","display_name":"causal layered analysis","score":0.9399999976158142},{"id":"https://openalex.org/keywords/foresight","display_name":"foresight","score":0.7549999952316284},{"id":"https://openalex.org/keywords/scenario-planning","display_name":"scenario planning","score":0.6449999809265137},{"id":"https://openalex.org/keywords/business-model-components","display_name":"business model components","score":0.777999997138977}],"concepts":[{"id":"https://openalex.org/C106306483","wikidata":"https://www.wikidata.org/wiki/Q183984","display_name":"Futures contract","level":2,"score":0.8474092483520508},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.7478728294372559},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5489630103111267},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5361796021461487},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4422281086444855},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.4216376543045044},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40806204080581665},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32611653208732605},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.24584698677062988},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.22799381613731384},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.21309208869934082},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.1149652898311615},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0953870415687561},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09261679649353027}],"mesh":[],"locations_count":4,"locations":[{"id":"pmh:oai:dk.aau.aub.ojs:article/1625","doi":null,"is_oa":true,"landing_page_url":"https://journals.aau.dk/index.php/JOBM/article/view/1625","pdf_url":"https://journals.aau.dk/index.php/JOBM/article/download/1625/1307","source":{"id":"https://openalex.org/S4306515390","display_name":"Journal of Business Models","issn_l":"2246-2465","issn":["2246-2465"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","anvur-class-a","anvur-scientific","cwts-core","ddh","jufo-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310317208","host_organization_name":"Aalborg University Press","host_organization_lineage":["https://openalex.org/P4310317208"],"host_organization_lineage_names":["Aalborg University Press"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2246-2465","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:20c36f5e16834edb999aadbab7c25157","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/20c36f5e16834edb999aadbab7c25157","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Business Models, Vol 4, Iss 2 (2016)","raw_type":"article"},{"id":"pmh:oai:doaj.org/article:6e2dd7d7e7db43b385ac4e83ab8631f2","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/6e2dd7d7e7db43b385ac4e83ab8631f2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Business Models, Vol 4, Iss 2, Pp 60-80 (2016)","raw_type":"article"},{"id":"doi:10.5278/ojs.jbm.v4i2.1625","doi":"https://doi.org/10.5278/ojs.jbm.v4i2.1625","is_oa":true,"landing_page_url":"https://doi.org/10.5278/ojs.jbm.v4i2.1625","pdf_url":null,"source":{"id":"https://openalex.org/S7407051118","display_name":"Aalborg University Library","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:dk.aau.aub.ojs:article/1625","doi":null,"is_oa":true,"landing_page_url":"https://journals.aau.dk/index.php/JOBM/article/view/1625","pdf_url":"https://journals.aau.dk/index.php/JOBM/article/download/1625/1307","source":{"id":"https://openalex.org/S4306515390","display_name":"Journal of Business Models","issn_l":"2246-2465","issn":["2246-2465"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","anvur-class-a","anvur-scientific","cwts-core","ddh","jufo-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310317208","host_organization_name":"Aalborg University Press","host_organization_lineage":["https://openalex.org/P4310317208"],"host_organization_lineage_names":["Aalborg University Press"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2246-2465","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2552520175.pdf","grobid_xml":"https://content.openalex.org/works/W2552520175.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2439337339","https://openalex.org/W3004917418","https://openalex.org/W1589779265","https://openalex.org/W1559812862","https://openalex.org/W2045339379","https://openalex.org/W2974166605","https://openalex.org/W2366944736","https://openalex.org/W7037942437","https://openalex.org/W1965150239","https://openalex.org/W2894381059"],"abstract_inverted_index":{"Purpose:":[0],"To":[1],"facilitate":[2],"futures":[3,20,25,48,157,165,220,225,238],"business":[4,13,31,44,49,55,128,143,154,158,166,178,189,199,204,216,230],"research":[5,21,50,187,221],"by":[6,42,224],"proposing":[7],"a":[8,16,47,101,125,139,147,171,219],"novel":[9],"way":[10,140],"to":[11,29,95,141,152,174],"combine":[12,142],"models":[14,32,45,56,144,155,179,190],"as":[15,46,218],"conceptual":[17,172],"tool":[18],"with":[19,59,145,176],"techniques.":[22],"Design:":[23],"A":[24],"perspective":[26],"is":[27,57,92],"adopted":[28],"foresight":[30,65,148],"of":[33,36,61,76,82,127,194,203],"the":[34,62,77,80,97,195,237,245],"Internet":[35],"Things":[37],"(IoT)":[38],"enabled":[39],"healthcare":[40],"sector":[41,104],"using":[43,215],"tool.":[51,222],"In":[52],"doing":[53],"so,":[54],"coupled":[58],"one":[60],"most":[63],"prominent":[64],"methodologies,":[66],"Causal":[67],"Layered":[68],"Analysis":[69],"(CLA).":[70],"Qualitative":[71],"analysis":[72],"provides":[73],"deeper":[74],"understanding":[75],"phenomenon":[78],"through":[79,198,244],"layers":[81],"CLA;":[83],"litany,":[84],"social":[85],"causes,":[86],"worldview":[87],"and":[88,115,201,233,240],"myth.":[89],"Findings:":[90],"It":[91],"di":[93],"cult":[94],"predict":[96],"far":[98],"future":[99,133],"for":[100,112,131,164,180,236],"technology":[102],"oriented":[103],"like":[105],"healthcare.":[106],"This":[107,136],"paper":[108,137],"presents":[109],"three":[110],"scenarios":[111,121],"short-,":[113],"medium-":[114],"long-term":[116],"future.":[117],"Based":[118],"on":[119,188,214],"these":[120],"we":[122,227],"also":[123],"present":[124],"set":[126],"model":[129,200,217,231],"elements":[130,232],"different":[132],"time":[134],"frames.":[135],"shows":[138],"CLA,":[146],"methodology;":[149],"in":[150,156],"order":[151],"apply":[153],"research.":[159],"Besides":[160],"offering":[161],"early":[162],"results":[163],"research,":[167],"this":[168],"study":[169],"proposes":[170],"space":[173],"work":[175],"individual":[177],"managerial":[181],"stakeholders.":[182],"Originality":[183],"/":[184],"Value:":[185],"Much":[186],"has":[191],"offered":[192],"conceptualization":[193],"phenomenon,":[196],"innovation":[197],"transformation":[202],"models.":[205],"However,":[206],"existing":[207],"literature":[208],"does":[209],"not":[210],"o":[211],"er":[212],"much":[213],"Enabled":[223],"thinking,":[226],"collected":[228],"key":[229],"building":[234],"blocks":[235],"market":[239],"ana-":[241],"lyzed":[242],"them":[243],"CLA":[246],"framework.":[247]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-11-30T00:00:00"}