{"id":"https://openalex.org/W2603589837","doi":"https://doi.org/10.5281/zenodo.1340251","title":"Transformation Of The Business Model In An Occupational Health Care Company Embedded In An Emerging Personal Data Ecosystem: A Case Study In Finland","display_name":"Transformation Of The Business Model In An Occupational Health Care Company Embedded In An Emerging Personal Data Ecosystem: A Case Study In Finland","publication_year":2017,"publication_date":"2017-06-04","ids":{"openalex":"https://openalex.org/W2603589837","doi":"https://doi.org/10.5281/zenodo.1340251","mag":"2603589837"},"language":"en","primary_location":{"id":"mag:2603589837","doi":null,"is_oa":true,"landing_page_url":"https://zenodo.org/record/1340252","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Zenodo (CERN European Organization for Nuclear Research)","raw_type":null},"volume":null,"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/1340252","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078665282","display_name":"Tero Huhtala","orcid":"https://orcid.org/0000-0002-5745-0040","observed_orcids":["https://orcid.org/0000-0002-5745-0040"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Huhtala, Tero","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005657144","display_name":"Minna Annika Pikkarainen","orcid":"https://orcid.org/0000-0003-4516-6584","observed_orcids":["https://orcid.org/0000-0003-4516-6584"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pikkarainen, Minna","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5033421518","display_name":"Saila Saraniemi","orcid":"https://orcid.org/0000-0003-4458-2615","observed_orcids":["https://orcid.org/0000-0003-4458-2615"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Saraniemi, Saila","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1485,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.88548904,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"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/T12885","display_name":"Digital Innovation in Industries","score":0.9419000148773193,"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"}},"topics":[{"id":"https://openalex.org/T12885","display_name":"Digital Innovation in Industries","score":0.9419000148773193,"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/T11114","display_name":"Service and Product Innovation","score":0.0203000009059906,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/T11437","display_name":"Digital Platforms and Economics","score":0.010200000368058681,"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-model-change","display_name":"business model transformation","score":0.9900000095367432},{"id":"https://openalex.org/keywords/occupational-health-services","display_name":"occupational health services","score":0.9039999842643738},{"id":"https://openalex.org/keywords/personal-information-management","display_name":"personal information management","score":0.9279999732971191},{"id":"https://openalex.org/keywords/business-ecosystems","display_name":"business ecosystems","score":0.4729999899864197},{"id":"https://openalex.org/keywords/future-scenarios","display_name":"future scenarios","score":0.621999979019165},{"id":"https://openalex.org/keywords/personalized-services","display_name":"personalized services","score":0.6499999761581421},{"id":"https://openalex.org/keywords/finland","display_name":"Finland","score":0.375}],"concepts":[{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5567919015884399},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.5121974349021912},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5101316571235657},{"id":"https://openalex.org/C3018726426","wikidata":"https://www.wikidata.org/wiki/Q3246832","display_name":"Personal care","level":2,"score":0.49310943484306335},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.485188752412796},{"id":"https://openalex.org/C167908162","wikidata":"https://www.wikidata.org/wiki/Q870119","display_name":"Business ecosystem","level":2,"score":0.4599889814853668},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3481467664241791},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.34544461965560913},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.21068257093429565},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20132440328598022},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1840517520904541},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.13169556856155396},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.1097474992275238},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"mag:2603589837","doi":null,"is_oa":true,"landing_page_url":"https://zenodo.org/record/1340252","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Zenodo (CERN European Organization for Nuclear Research)","raw_type":null},{"id":"doi:10.5281/zenodo.1340251","doi":"https://doi.org/10.5281/zenodo.1340251","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.1340251","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},{"id":"doi:10.5281/zenodo.1340252","doi":"https://doi.org/10.5281/zenodo.1340252","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.1340252","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"mag:2603589837","doi":null,"is_oa":true,"landing_page_url":"https://zenodo.org/record/1340252","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Zenodo (CERN European Organization for Nuclear Research)","raw_type":null},"sustainable_development_goals":[{"score":0.8048999905586243,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"},{"score":0.5263000130653381,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W6930001290","https://openalex.org/W2749799820","https://openalex.org/W3169917982","https://openalex.org/W2987255944","https://openalex.org/W120952735","https://openalex.org/W1974669541","https://openalex.org/W2617088221","https://openalex.org/W2885283923","https://openalex.org/W3088011268","https://openalex.org/W4412956193"],"abstract_inverted_index":{"Information":[0],"technology":[1],"has":[2,29],"long":[3],"been":[4,30],"used":[5],"as":[6,103],"an":[7,48],"enabler":[8],"of":[9,26,47,55,85,110,130,159,166,177,199],"exchange":[10],"for":[11,37],"goods":[12],"and":[13,22,35,119,149,186,195],"services.":[14,59],"Services":[15],"are":[16,187],"evolving":[17],"from":[18,79,183,191],"generic":[19],"to":[20,89,117,141,145,169],"personalized,":[21],"the":[23,38,45,53,108,131,157,160,164,175,178,196,200],"reverse":[24],"use":[25],"customer":[27,151],"data":[28,62,97,125],"discussed":[31],"in":[32,52,65,67,94,107,203],"both":[33],"academia":[34],"industry":[36,202],"past":[39],"few":[40],"years.":[41],"This":[42],"article":[43],"presents":[44],"results":[46,114,181],"empirical":[49],"case":[50,105,193],"study":[51,87,106,168,194],"area":[54],"preventive":[56],"health":[57],"care":[58],"The":[60,83,99,113,180],"primary":[61],"were":[63,73],"gathered":[64],"workshops,":[66],"which":[68],"future":[69,77],"personal":[70,96,124],"data-based":[71],"services":[72],"conceptualized":[74],"by":[75],"analyzing":[76],"scenarios":[78],"a":[80,104,192],"business":[81,91,132,161],"perspective.":[82],"aim":[84],"this":[86,167],"is":[88],"understand":[90],"model":[92],"transformation":[93,129],"emerging":[95],"ecosystems.":[98],"work":[100],"was":[101],"done":[102],"context":[109],"occupational":[111],"healthcare.":[112],"have":[115],"implications":[116],"theory":[118],"practice,":[120],"indicating":[121],"that":[122],"adopting":[123],"management":[126],"principles":[127],"requires":[128],"model,":[133],"which,":[134],"if":[135],"successfully":[136],"managed,":[137],"may":[138],"provide":[139],"access":[140],"more":[142,171],"resources,":[143],"potential":[144],"offer":[146],"better":[147],"value,":[148],"additional":[150],"channels.":[152],"These":[153],"advantages":[154],"correlate":[155],"with":[156],"broadening":[158],"ecosystem.":[162],"Expanding":[163],"scope":[165],"include":[170],"actors":[172],"would":[173],"improve":[174],"validity":[176],"research.":[179],"draw":[182],"existing":[184],"literature":[185],"based":[188],"on":[189],"findings":[190],"economic":[197],"properties":[198],"healthcare":[201],"Finland.":[204]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2026-10-07T09:51:55.459714","created_date":"2017-04-07T00:00:00"}
