{"id":"https://openalex.org/W4399208507","doi":"https://doi.org/10.1108/ijopm-12-2023-0948","title":"Additive manufacturing in the medical sector: from an empirical investigation of challenges and opportunities toward the design of an ecosystem model","display_name":"Additive manufacturing in the medical sector: from an empirical investigation of challenges and opportunities toward the design of an ecosystem model","publication_year":2024,"publication_date":"2024-05-31","ids":{"openalex":"https://openalex.org/W4399208507","doi":"https://doi.org/10.1108/ijopm-12-2023-0948"},"language":"en","primary_location":{"id":"doi:10.1108/ijopm-12-2023-0948","doi":"https://doi.org/10.1108/ijopm-12-2023-0948","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ijopm-12-2023-0948","pdf_url":null,"source":{"id":"https://openalex.org/S164321952","display_name":"International Journal of Operations & Production Management","issn_l":"0144-3577","issn":["0144-3577","1758-6593"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","erih-plus","fnege-1","jufo-3","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Operations & Production Management","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.aalto.fi/en/publications/8b764c93-8849-4591-805d-7fbd74aa500d","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039087263","display_name":"Mirco Peron","orcid":"https://orcid.org/0000-0001-6857-8392","observed_orcids":["https://orcid.org/0000-0001-6857-8392"]},"institutions":[{"id":"https://openalex.org/I1289910757","display_name":"NEOMA Business School","ror":"https://ror.org/01g1pe685","country_code":"FR","type":"education","lineage":["https://openalex.org/I1289910757"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Mirco Peron","raw_affiliation_strings":["Department of Information Systems, Supply Chain Management & Decision Support, NEOMA Business School, Mont-Saint-Aignan, France"],"raw_orcid":"https://orcid.org/0000-0001-6857-8392","affiliations":[{"raw_affiliation_string":"Department of Information Systems, Supply Chain Management & Decision Support, NEOMA Business School, Mont-Saint-Aignan, France","institution_ids":["https://openalex.org/I1289910757"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091533943","display_name":"Nicol\u00f2 Saporiti","orcid":"https://orcid.org/0000-0003-2250-4157","observed_orcids":["https://orcid.org/0000-0003-2250-4157"]},"institutions":[{"id":"https://openalex.org/I2802304065","display_name":"University Carlo Cattaneo","ror":"https://ror.org/045x2ah69","country_code":"IT","type":"education","lineage":["https://openalex.org/I2802304065"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicol\u00f2 Saporiti","raw_affiliation_strings":["LIUC, Castellanza, Italy"],"raw_orcid":"https://orcid.org/0000-0003-2250-4157","affiliations":[{"raw_affiliation_string":"LIUC, Castellanza, Italy","institution_ids":["https://openalex.org/I2802304065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020884722","display_name":"Majid Shoeibi","orcid":"https://orcid.org/0000-0002-9603-8163","observed_orcids":["https://orcid.org/0000-0002-9603-8163"]},"institutions":[{"id":"https://openalex.org/I112536369","display_name":"Yazd University","ror":"https://ror.org/02x99ac45","country_code":"IR","type":"education","lineage":["https://openalex.org/I112536369"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Majid Shoeibi","raw_affiliation_strings":["Yazd University, Yazd, Islamic Republic of Iran"],"raw_orcid":"https://orcid.org/0000-0002-9603-8163","affiliations":[{"raw_affiliation_string":"Yazd University, Yazd, Islamic Republic of Iran","institution_ids":["https://openalex.org/I112536369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038500003","display_name":"Jan Holmstr\u00f6m","orcid":"https://orcid.org/0000-0002-2596-0337","observed_orcids":["https://orcid.org/0000-0002-2596-0337"]},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jan Holmstr\u00f6m","raw_affiliation_strings":["Department of Industrial Engineering and Managment, Aalto University School of Science, Espoo, Finland"],"raw_orcid":"https://orcid.org/0000-0002-2596-0337","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Managment, Aalto University School of Science, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004422225","display_name":"Mika Salmi","orcid":"https://orcid.org/0000-0002-7295-3551","observed_orcids":["https://orcid.org/0000-0002-7295-3551"]},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mika Salmi","raw_affiliation_strings":["Department of Mechanical Engineering, Aalto University School of Engineering, Espoo, Finland"],"raw_orcid":"https://orcid.org/0000-0002-7295-3551","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Aalto University School of Engineering, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5039087263"],"corresponding_institution_ids":["https://openalex.org/I1289910757"],"apc_list":null,"apc_paid":null,"fwci":5.1065,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.96020166,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"45","issue":"2","first_page":"387","last_page":"415"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10783","display_name":"Additive Manufacturing and 3D Printing Technologies","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10783","display_name":"Additive Manufacturing and 3D Printing Technologies","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11984","display_name":"Anatomy and Medical Technology","score":0.002199999988079071,"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/T10705","display_name":"Additive Manufacturing Materials and Processes","score":0.0012000000569969416,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/additive-manufacturing","display_name":"additive manufacturing","score":0.9950000047683716},{"id":"https://openalex.org/keywords/health-sector","display_name":"health sector","score":0.8519999980926514},{"id":"https://openalex.org/keywords/technology-adoption","display_name":"technology adoption","score":0.7630000114440918},{"id":"https://openalex.org/keywords/barriers-to-adoption","display_name":"barriers to adoption","score":0.7319999933242798},{"id":"https://openalex.org/keywords/skilled-labor-shortage","display_name":"skilled labor shortage","score":0.7250000238418579},{"id":"https://openalex.org/keywords/responsiveness","display_name":"responsiveness","score":0.6200000047683716},{"id":"https://openalex.org/keywords/ecosystem-models","display_name":"ecosystem models","score":0.9089999794960022}],"concepts":[{"id":"https://openalex.org/C60641444","wikidata":"https://www.wikidata.org/wiki/Q841602","display_name":"Delphi method","level":2,"score":0.7403810024261475},{"id":"https://openalex.org/C2778139618","wikidata":"https://www.wikidata.org/wiki/Q13440398","display_name":"Workforce","level":2,"score":0.6703783869743347},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.551831066608429},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5408210754394531},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.49597272276878357},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4764804542064667},{"id":"https://openalex.org/C2779495148","wikidata":"https://www.wikidata.org/wiki/Q487378","display_name":"Delphi","level":2,"score":0.4415309727191925},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.37004220485687256},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3664998412132263},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.35642915964126587},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.32941174507141113},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2673805356025696},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.14236652851104736},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1287069320678711},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.09789067506790161},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.08735167980194092},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1108/ijopm-12-2023-0948","doi":"https://doi.org/10.1108/ijopm-12-2023-0948","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ijopm-12-2023-0948","pdf_url":null,"source":{"id":"https://openalex.org/S164321952","display_name":"International Journal of Operations & Production Management","issn_l":"0144-3577","issn":["0144-3577","1758-6593"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","erih-plus","fnege-1","jufo-3","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Operations & Production Management","raw_type":"journal-article"},{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/128717","doi":null,"is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/8b764c93-8849-4591-805d-7fbd74aa500d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/128717","doi":null,"is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/8b764c93-8849-4591-805d-7fbd74aa500d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5378999710083008,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W68436646","https://openalex.org/W1664623171","https://openalex.org/W1963879048","https://openalex.org/W2004878847","https://openalex.org/W2007872832","https://openalex.org/W2016123827","https://openalex.org/W2017265038","https://openalex.org/W2044078488","https://openalex.org/W2072818062","https://openalex.org/W2080574972","https://openalex.org/W2149604183","https://openalex.org/W2407273835","https://openalex.org/W2551675031","https://openalex.org/W2569486666","https://openalex.org/W2759860728","https://openalex.org/W2897893440","https://openalex.org/W2902553738","https://openalex.org/W2907283234","https://openalex.org/W2922642247","https://openalex.org/W2953593081","https://openalex.org/W2964334456","https://openalex.org/W2984605343","https://openalex.org/W3006531354","https://openalex.org/W3022523064","https://openalex.org/W3033114932","https://openalex.org/W3099564306","https://openalex.org/W3100936220","https://openalex.org/W3104795465","https://openalex.org/W3110095352","https://openalex.org/W3124622667","https://openalex.org/W3128573127","https://openalex.org/W3186352373","https://openalex.org/W3196696958","https://openalex.org/W4200098625","https://openalex.org/W4200230170","https://openalex.org/W4200254231","https://openalex.org/W4283824284","https://openalex.org/W4288061103","https://openalex.org/W4290708862","https://openalex.org/W4297001585","https://openalex.org/W4310297015","https://openalex.org/W4321073661","https://openalex.org/W4366977898","https://openalex.org/W4386706795","https://openalex.org/W4388476023","https://openalex.org/W4388918647"],"related_works":["https://openalex.org/W7111325361","https://openalex.org/W4388918647","https://openalex.org/W4309553448","https://openalex.org/W2763360799","https://openalex.org/W3197115344","https://openalex.org/W3215793840","https://openalex.org/W4254150481","https://openalex.org/W4296626084","https://openalex.org/W3118946467","https://openalex.org/W4388199617"],"abstract_inverted_index":{"Purpose":[0],"This":[1,48,174],"works":[2],"provides":[3],"a":[4,52,72,130],"thorough":[5],"understanding":[6,180],"of":[7,129,181,235],"the":[8,19,45,64,87,103,115,120,127,134,142,149,178,182,188,198,233,242,246],"challenges":[9,60,88,122,184,199],"and":[10,38,61,89,123,133,146,185,200,205,217],"opportunities":[11,62,125,186,201],"associated":[12,202],"with":[13,203],"Additive":[14],"Manufacturing":[15],"(AM)":[16],"adoption":[17,41,94,162,224],"in":[18,44,63,114,187,241],"medical":[20,65,116,189,193,243],"sector.":[21,117,190],"Through":[22],"this":[23,219,227],"analysis,":[24],"we":[25],"aim":[26],"to":[27,31,35,57,83,102,107,177,195,208,212],"better":[28,196,209],"understand":[29,197],"when":[30],"adopt":[32],"AM,":[33],"how":[34,39,218],"do":[36],"so,":[37],"such":[40],"might":[42],"change":[43],"future.":[46],"Design/methodology/approach":[47],"research":[49],"first":[50],"conducted":[51],"systematic":[53],"literature":[54],"review":[55],"(SLR)":[56],"identify":[58,91,210],"AM":[59,93,113,138,161,183,204,206,223,240],"sector,":[66],"which":[67],"were":[68,80,99,139],"then":[69],"validated":[70],"through":[71],"Delphi":[73,77],"study.":[74],"The":[75],"18":[76],"study":[78],"participants":[79,150],"also":[81],"asked":[82],"suggest":[84],"countermeasures":[85,152],"for":[86,112,153,239],"help":[90],"future":[92,160,222],"scenarios.":[95,163],"Finally,":[96,164],"these":[97,166],"findings":[98],"analyzed":[100],"according":[101],"ecosystem":[104,110,169,237,247],"pie":[105,248],"model":[106,111,170,238],"design":[108,234],"an":[109,168,236],"Findings":[118],"Among":[119],"13":[121,124],"identified,":[126],"lack":[128],"skilled":[131],"workforce":[132],"responsiveness":[135],"achievable":[136],"via":[137],"by":[140],"far":[141],"most":[143],"relevant":[144],"challenge":[145],"opportunity.":[147],"Moreover,":[148],"identified":[151],"10":[154],"challenges,":[155],"as":[156,158],"well":[157],"three":[159],"leveraging":[165],"findings,":[167],"was":[171],"developed.":[172],"Originality/value":[173],"work":[175,228],"contributes":[176],"limited":[179],"It":[191],"helps":[192],"practitioners":[194],"manufacturers":[207],"where":[211],"focus":[213],"their":[214],"R&D":[215],"efforts":[216],"would":[220],"impact":[221],"levels.":[225],"Furthermore,":[226],"extends":[229],"current":[230],"theory":[231],"supporting":[232],"sector":[244],"following":[245],"model.":[249]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":24},{"year":2024,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-06-01T00:00:00"}