{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,9]],"date-time":"2026-04-09T00:36:28Z","timestamp":1775694988736,"version":"3.50.1"},"publisher-location":"Cham","reference-count":54,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031716218","type":"print"},{"value":"9783031716225","type":"electronic"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-3-031-71622-5_19","type":"book-chapter","created":{"date-parts":[[2024,9,6]],"date-time":"2024-09-06T18:02:54Z","timestamp":1725645774000},"page":"275-289","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Barriers and Challenges Toward the Servitization of the Machinery Sector: Evidence from Theory and Practice"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3196-8586","authenticated-orcid":false,"given":"Marco","family":"Ardolino","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7671-6927","authenticated-orcid":false,"given":"Roberto","family":"Sala","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7999-9325","authenticated-orcid":false,"given":"Laura","family":"Scalvini","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0004-9249-426X","authenticated-orcid":false,"given":"Syed Kazam","family":"Sajjad","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7939-4150","authenticated-orcid":false,"given":"Federico","family":"Adrodegari","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7983-8356","authenticated-orcid":false,"given":"Giuditta","family":"Pezzotta","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,9,7]]},"reference":[{"key":"19_CR1","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1016\/j.jmsy.2016.03.001","volume":"39","author":"B Esmaeilian","year":"2016","unstructured":"Esmaeilian, B., Behdad, S., Wang, B.: The evolution and future of manufacturing: a review. J. Manuf. Syst. 39, 79\u2013100 (2016)","journal-title":"J. Manuf. Syst."},{"key":"19_CR2","doi-asserted-by":"crossref","unstructured":"Sassanelli, C., Taisch, M., Terzi, S.: History and future of manufacturing. In: Advances in Digital Manufacturing Systems: Technologies, Business Models, and Adoption, pp. 13\u201336. Springer (2023)","DOI":"10.1007\/978-981-19-7071-9_2"},{"key":"19_CR3","doi-asserted-by":"crossref","unstructured":"Liu, C., Zheng, P., Xu, X.: Digitalisation and servitisation of machine tools in the era of Industry 4.0: a review. Int. J. Prod. Res. 61, 4069\u20134101 (2023)","DOI":"10.1080\/00207543.2021.1969462"},{"key":"19_CR4","doi-asserted-by":"crossref","unstructured":"Gaiardelli, P., et al.: Product-service systems evolution in the era of Industry 4.0. Serv. Bus. 15, 177\u2013207 (2021)","DOI":"10.1007\/s11628-021-00438-9"},{"key":"19_CR5","doi-asserted-by":"crossref","DOI":"10.1016\/j.ijinfomgt.2020.102206","volume":"55","author":"MM Kamal","year":"2020","unstructured":"Kamal, M.M., Sivarajah, U., Bigdeli, A.Z., Missi, F., Koliousis, Y.: Servitization implementation in the manufacturing organisations: classification of strategies, definitions, benefits and challenges. Int. J. Inf. Manage. 55, 102206 (2020)","journal-title":"Int. J. Inf. Manage."},{"key":"19_CR6","doi-asserted-by":"crossref","first-page":"237","DOI":"10.1016\/S0959-6526(01)00039-7","volume":"10","author":"O Mont","year":"2002","unstructured":"Mont, O.: Clarifying the concept of product-service system. J. Clean. Prod. 10, 237\u2013245 (2002)","journal-title":"J. Clean. Prod."},{"key":"19_CR7","doi-asserted-by":"crossref","first-page":"173","DOI":"10.1016\/j.jclepro.2012.03.032","volume":"32","author":"S Lee","year":"2012","unstructured":"Lee, S., Geum, Y., Lee, H., Park, Y.: Dynamic and multidimensional measurement of product-service system (PSS) sustainability: a triple bottom line (TBL)-based system dynamics approach. J. Clean. Prod. 32, 173\u2013182 (2012)","journal-title":"J. Clean. Prod."},{"key":"19_CR8","doi-asserted-by":"crossref","first-page":"546","DOI":"10.1016\/j.ejor.2021.10.052","volume":"301","author":"MA Kanatl\u0131","year":"2022","unstructured":"Kanatl\u0131, M.A., Karaer, \u00d6.: Servitization as an alternative business model and its implications on product durability, profitability & environmental impact. Eur. J. Oper. Res. 301, 546\u2013560 (2022)","journal-title":"Eur. J. Oper. Res."},{"key":"19_CR9","doi-asserted-by":"crossref","first-page":"246","DOI":"10.1002\/bse.414","volume":"13","author":"A Tukker","year":"2004","unstructured":"Tukker, A.: Eight types of product-service system: eight ways to sustainability? experiences from suspronet. Bus. Strategy Environ. 13, 246\u2013260 (2004)","journal-title":"Bus. Strategy Environ."},{"key":"19_CR10","doi-asserted-by":"crossref","DOI":"10.1016\/j.techfore.2022.121774","volume":"182","author":"M Paiola","year":"2022","unstructured":"Paiola, M., Khvatova, T., Schiavone, F., Jabeen, F.: Paths toward advanced service-oriented business models: a configurational analysis of small-and medium-sized incumbent manufacturers. Technol. Forecast. Soc. Chang. 182, 121774 (2022)","journal-title":"Technol. Forecast. Soc. Chang."},{"key":"19_CR11","doi-asserted-by":"crossref","unstructured":"Pezzotta, G., et al.: The digital servitization of manufacturing sector: evidence from a worldwide digital servitization survey. In: Alfnes, E., Romsdal, A., Strandhagen, J.O., von Cieminski, G., Romero, D. (eds.) Advances in Production Management Systems. Production Management Systems for Responsible Manufacturing, Service, and Logistics Futures, pp. 165\u2013180. Springer Nature Switzerland, Cham (2023)","DOI":"10.1007\/978-3-031-43666-6_12"},{"key":"19_CR12","first-page":"95","volume":"8","author":"JM Azor\u00edn","year":"2010","unstructured":"Azor\u00edn, J.M., Cameron, R.: The application of mixed methods in organisational research: a literature review. Electron. J. Bus. Res. Methods 8, 95\u2013105 (2010)","journal-title":"Electron. J. Bus. Res. Methods"},{"key":"19_CR13","doi-asserted-by":"crossref","first-page":"255","DOI":"10.3102\/01623737011003255","volume":"11","author":"JC Greene","year":"1989","unstructured":"Greene, J.C., Caracelli, V.J., Graham, W.F.: Toward a conceptual framework for mixed-method evaluation designs. Educ. Eval. Policy Anal. 11, 255\u2013274 (1989)","journal-title":"Educ. Eval. Policy Anal."},{"key":"19_CR14","unstructured":"Creswell, J.W., Clark, V.L.P.: Designing and Conducting Mixed Methods Research. Sage Publications (2017)"},{"key":"19_CR15","doi-asserted-by":"crossref","DOI":"10.1590\/0103-6513.20210097","volume":"32","author":"B B\u00e1rtov\u00e1","year":"2022","unstructured":"B\u00e1rtov\u00e1, B., B\u00edna, V., V\u00e1chov\u00e1, L.: A PRISMA-driven systematic review of data mining methods used for defects detection and classification in the manufacturing industry. Production 32, e20210097 (2022)","journal-title":"Production"},{"key":"19_CR16","doi-asserted-by":"crossref","first-page":"851","DOI":"10.1016\/S0959-6526(02)00153-1","volume":"11","author":"E Manzini","year":"2003","unstructured":"Manzini, E., Vezzoli, C.: A strategic design approach to develop sustainable product service systems: examples taken from the \u2018 environmentally friendly innovation \u2019 Italian prize. J. Clean. Prod. 11, 851\u2013857 (2003)","journal-title":"J. Clean. Prod."},{"key":"19_CR17","doi-asserted-by":"crossref","first-page":"12834","DOI":"10.3390\/su141912834","volume":"14","author":"C Chiarot","year":"2022","unstructured":"Chiarot, C., Cooper Ordo\u00f1ez, R.E., Lahura, C.: Evaluation of the applicability of the circular economy and the product-service system model in a bearing supplier company. Sustainability 14, 12834 (2022)","journal-title":"Sustainability"},{"key":"19_CR18","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1108\/08858620110364873","volume":"16","author":"V Mathieu","year":"2001","unstructured":"Mathieu, V.: Product services: from a service supporting the product to a service supporting the client. J. Bus. Industrial Market. 16, 39\u201361 (2001)","journal-title":"J. Bus. Industrial Market."},{"key":"19_CR19","doi-asserted-by":"crossref","first-page":"556","DOI":"10.3390\/su14010556","volume":"14","author":"SN Morioka","year":"2022","unstructured":"Morioka, S.N., Holgado, M., Evans, S., Carvalho, M.M., Rotella Junior, P., Bolis, I.: Two-lenses model to unfold sustainability innovations: a tool proposal from sustainable business model and performance constructs. Sustainability 14, 556 (2022)","journal-title":"Sustainability"},{"key":"19_CR20","doi-asserted-by":"crossref","first-page":"2184","DOI":"10.1080\/00207543.2017.1343504","volume":"56","author":"W Coreynen","year":"2018","unstructured":"Coreynen, W., Matthyssens, P., De Rijck, R., Dewit, I.: Internal levers for servitization: how product-oriented manufacturers can upscale product-service systems. Int. J. Prod. Res. 56, 2184\u20132198 (2018)","journal-title":"Int. J. Prod. Res."},{"key":"19_CR21","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1016\/j.procir.2014.01.028","volume":"16","author":"N Dubruc","year":"2014","unstructured":"Dubruc, N., Peillon, S., Farah, A.: The impact of servitization on corporate culture. Procedia CIRP 16, 289\u2013294 (2014)","journal-title":"Procedia CIRP"},{"key":"19_CR22","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1016\/j.emj.2004.12.006","volume":"23","author":"H Gebauer","year":"2005","unstructured":"Gebauer, H., Fleisch, E., Friedli, T.: Overcoming the service paradox in manufacturing companies. Eur. Manag. J. 23, 14\u201326 (2005)","journal-title":"Eur. Manag. J."},{"key":"19_CR23","doi-asserted-by":"crossref","first-page":"160","DOI":"10.1108\/09564230310474138","volume":"14","author":"R Oliva","year":"2003","unstructured":"Oliva, R., Kallenberg, R.: Managing the transition from products to services. Int. J. Serv. Ind. Manag. 14, 160 (2003)","journal-title":"Int. J. Serv. Ind. Manag."},{"key":"19_CR24","doi-asserted-by":"publisher","unstructured":"Fang, E., Palmatier, R.W., Steenkamp, J.-B.E.M.: Effect of service transition strategies on firm value. J. Market. 72, 1\u201314 (2008). https:\/\/doi.org\/10.1509\/jmkg.72.5.1","DOI":"10.1509\/jmkg.72.5.1"},{"key":"19_CR25","doi-asserted-by":"crossref","first-page":"53","DOI":"10.5437\/08956308X5805354","volume":"58","author":"OF Bustinza","year":"2015","unstructured":"Bustinza, O.F., Bigdeli, A.Z., Baines, T., Elliot, C.: Servitization and competitive advantage: the importance of organizational structure and value chain position. Res. Technol. Manag. 58, 53\u201360 (2015)","journal-title":"Res. Technol. Manag."},{"key":"19_CR26","first-page":"41","volume":"6","author":"JA Aguerre","year":"2017","unstructured":"Aguerre, J.A., den Heijer, A., Klein, T.: Integrated facades as a product-service system: business process innovation to accelerate integral product implementation. J. Facade Des. Eng. 6, 41\u201356 (2017)","journal-title":"J. Facade Des. Eng."},{"key":"19_CR27","doi-asserted-by":"crossref","first-page":"6624","DOI":"10.3390\/su13126624","volume":"13","author":"N Haber","year":"2021","unstructured":"Haber, N., Fargnoli, M.: Sustainable product-service systems customization: a case study research in the medical equipment sector. Sustainability 13, 6624 (2021)","journal-title":"Sustainability"},{"key":"19_CR28","doi-asserted-by":"crossref","unstructured":"Paschou, T., Adrodegari, F., Rapaccini, M., Saccani, N., Perona, M.: Towards service 4.0: a new framework and research priorities. Procedia CIRP 73, 148\u2013154 (2018)","DOI":"10.1016\/j.procir.2018.03.300"},{"key":"19_CR29","doi-asserted-by":"crossref","first-page":"45","DOI":"10.5437\/08956308X5805357","volume":"58","author":"C Lerch","year":"2015","unstructured":"Lerch, C., Gotsch, M.: Digitalized product-service systems in manufacturing firms: a case study analysis. Res. Technol. Manag. 58, 45\u201352 (2015)","journal-title":"Res. Technol. Manag."},{"key":"19_CR30","doi-asserted-by":"crossref","unstructured":"Mittal, S., Khan, M.A., Romero, D., Wuest, T.: A critical review of smart manufacturing & Industry 4.0 maturity models: implications for small and medium-sized enterprises (SMEs). J. Manuf. Syst. 49, 194\u2013214 (2018)","DOI":"10.1016\/j.jmsy.2018.10.005"},{"key":"19_CR31","doi-asserted-by":"crossref","first-page":"625","DOI":"10.1016\/j.procir.2022.02.104","volume":"105","author":"D Guzzo","year":"2022","unstructured":"Guzzo, D., Marzolla, R., Costa, R., Gebara, E., de Alcantara, D., Santos, R.: A pricing system for machine tools offered as result-oriented Product-Service System. Procedia CIRP 105, 625\u2013630 (2022)","journal-title":"Procedia CIRP"},{"key":"19_CR32","doi-asserted-by":"crossref","DOI":"10.1016\/j.jclepro.2019.119121","volume":"247","author":"A Annarelli","year":"2020","unstructured":"Annarelli, A., Battistella, C., Nonino, F.: Competitive advantage implication of different Product Service System business models: consequences of \u2018not-replicable\u2019capabilities. J. Clean. Prod. 247, 119121 (2020)","journal-title":"J. Clean. Prod."},{"key":"19_CR33","doi-asserted-by":"crossref","first-page":"146","DOI":"10.1016\/j.procir.2019.04.008","volume":"83","author":"S Peillon","year":"2019","unstructured":"Peillon, S., Dubruc, N.: Barriers to digital servitization in French manufacturing SMEs. Procedia CIRP 83, 146\u2013150 (2019)","journal-title":"Procedia CIRP"},{"key":"19_CR34","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1016\/j.indmarman.2012.11.004","volume":"42","author":"C Kowalkowski","year":"2013","unstructured":"Kowalkowski, C., Witell, L., Gustafsson, A.: Any way goes: identifying value constellations for service infusion in SMEs. Ind. Mark. Manage. 42, 18\u201330 (2013)","journal-title":"Ind. Mark. Manage."},{"key":"19_CR35","unstructured":"Rabetino, R., Kohtam\u00e4ki, M.: System integration, integrated solutions and industry organization: a value system approach. In: 29th IMP Conference, 30th August-2nd September (2013)"},{"key":"19_CR36","doi-asserted-by":"crossref","first-page":"1223","DOI":"10.1007\/s00170-010-2767-3","volume":"52","author":"JA Erkoyuncu","year":"2011","unstructured":"Erkoyuncu, J.A., Roy, R., Shehab, E., Cheruvu, K.: Understanding service uncertainties in industrial product\u2013service system cost estimation. Int. J. Adv. Manuf. Technol. 52, 1223\u20131238 (2011)","journal-title":"Int. J. Adv. Manuf. Technol."},{"key":"19_CR37","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s12063-009-0015-5","volume":"1","author":"A Neely","year":"2008","unstructured":"Neely, A.: Exploring the financial consequences of the servitization of manufacturing. Oper. Manage. Res. 1, 1\u201350 (2008)","journal-title":"Oper. Manage. Res."},{"key":"19_CR38","doi-asserted-by":"crossref","unstructured":"Wasserbaur, R., Schroeder, A., Beltagui, A.: Heat-as-a-Service (HaaS): a Complex Adaptive Systems perspective on servitization. Prod. Plan. Control 1\u201315 (2023)","DOI":"10.1080\/09537287.2023.2189639"},{"key":"19_CR39","doi-asserted-by":"publisher","first-page":"846","DOI":"10.1108\/JBIM-10-2015-0204","volume":"33","author":"MM Klein","year":"2018","unstructured":"Klein, M.M., Biehl, S.S., Friedli, T.: Barriers to smart services for manufacturing companies \u2013 an exploratory study in the capital goods industry. J. Bus. Industrial Market. 33, 846\u2013856 (2018). https:\/\/doi.org\/10.1108\/JBIM-10-2015-0204","journal-title":"J. Bus. Industrial Market."},{"key":"19_CR40","doi-asserted-by":"crossref","first-page":"120","DOI":"10.1016\/j.ijpe.2016.12.034","volume":"192","author":"JZ Raja","year":"2017","unstructured":"Raja, J.Z., Frandsen, T., Mouritsen, J.: Exploring the managerial dilemmas encountered by advanced analytical equipment providers in developing service-led growth strategies. Int. J. Prod. Econ. 192, 120\u2013132 (2017)","journal-title":"Int. J. Prod. Econ."},{"key":"19_CR41","doi-asserted-by":"crossref","first-page":"167","DOI":"10.1016\/j.indmarman.2016.10.011","volume":"63","author":"T Hakanen","year":"2017","unstructured":"Hakanen, T., Helander, N., Valkokari, K.: Servitization in global business-to-business distribution: the central activities of manufacturers. Ind. Mark. Manage. 63, 167\u2013178 (2017)","journal-title":"Ind. Mark. Manage."},{"key":"19_CR42","doi-asserted-by":"crossref","first-page":"622","DOI":"10.1108\/IJOPM-08-2020-0582","volume":"41","author":"V Eloranta","year":"2021","unstructured":"Eloranta, V., Ardolino, M., Saccani, N.: A complexity management approach to servitization: the role of digital platforms. Int. J. Oper. Prod. Manag. 41, 622\u2013644 (2021)","journal-title":"Int. J. Oper. Prod. Manag."},{"key":"19_CR43","doi-asserted-by":"crossref","first-page":"993","DOI":"10.1108\/JOCM-08-2014-0146","volume":"28","author":"S Waddock","year":"2015","unstructured":"Waddock, S., Meszoely, G.M., Waddell, S., Dentoni, D.: The complexity of wicked problems in large scale change. J. Organ. Chang. Manag. 28, 993\u20131012 (2015)","journal-title":"J. Organ. Chang. Manag."},{"key":"19_CR44","doi-asserted-by":"crossref","first-page":"2103","DOI":"10.1080\/00207543.2017.1319089","volume":"56","author":"J Hou","year":"2018","unstructured":"Hou, J., Neely, A.: Investigating risks of outcome-based service contracts from a provider\u2019s perspective. Int. J. Prod. Res. 56, 2103\u20132115 (2018)","journal-title":"Int. J. Prod. Res."},{"key":"19_CR45","doi-asserted-by":"crossref","first-page":"133","DOI":"10.1016\/j.ijpe.2016.12.005","volume":"192","author":"L Batista","year":"2017","unstructured":"Batista, L., Davis-Poynter, S., Ng, I., Maull, R.: Servitization through outcome-based contract\u2013A systems perspective from the defence industry. Int. J. Prod. Econ. 192, 133\u2013143 (2017)","journal-title":"Int. J. Prod. Econ."},{"key":"19_CR46","doi-asserted-by":"crossref","first-page":"196","DOI":"10.1016\/j.indmarman.2020.08.023","volume":"91","author":"L Korkeam\u00e4ki","year":"2020","unstructured":"Korkeam\u00e4ki, L., Kohtam\u00e4ki, M.: To outcomes and beyond: Discursively managing legitimacy struggles in outcome business models. Ind. Mark. Manage. 91, 196\u2013208 (2020)","journal-title":"Ind. Mark. Manage."},{"key":"19_CR47","doi-asserted-by":"crossref","first-page":"478","DOI":"10.1016\/j.jbusres.2020.01.009","volume":"112","author":"D Sj\u00f6din","year":"2020","unstructured":"Sj\u00f6din, D., Parida, V., Kohtam\u00e4ki, M., Wincent, J.: An agile co-creation process for digital servitization: A micro-service innovation approach. J. Bus. Res. 112, 478\u2013491 (2020)","journal-title":"J. Bus. Res."},{"key":"19_CR48","doi-asserted-by":"crossref","first-page":"293","DOI":"10.1016\/j.indmarman.2020.02.005","volume":"89","author":"B Tronvoll","year":"2020","unstructured":"Tronvoll, B., Sklyar, A., S\u00f6rhammar, D., Kowalkowski, C.: Transformational shifts through digital servitization. Ind. Mark. Manage. 89, 293\u2013305 (2020)","journal-title":"Ind. Mark. Manage."},{"key":"19_CR49","doi-asserted-by":"crossref","first-page":"1495","DOI":"10.1016\/j.jclepro.2006.01.023","volume":"14","author":"N Morelli","year":"2006","unstructured":"Morelli, N.: Developing new product service systems (PSS): methodologies and operational tools. J. Clean. Prod. 14, 1495\u20131501 (2006)","journal-title":"J. Clean. Prod."},{"key":"19_CR50","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.jclepro.2015.02.061","volume":"97","author":"C Vezzoli","year":"2015","unstructured":"Vezzoli, C., Ceschin, F., Diehl, J.C., Kohtala, C.: New design challenges to widely implement \u201cSustainable Product-Service Systems.\u201d J. Clean. Prod. 97, 1\u201312 (2015)","journal-title":"J. Clean. Prod."},{"key":"19_CR51","doi-asserted-by":"crossref","first-page":"104","DOI":"10.1016\/j.indmarman.2022.01.003","volume":"102","author":"C Favoretto","year":"2022","unstructured":"Favoretto, C., Mendes, G.H., Oliveira, M.G., Cauchick-Miguel, P.A., Coreynen, W.: From servitization to digital servitization: how digitalization transforms companies\u2019 transition towards services. Ind. Mark. Manage. 102, 104\u2013121 (2022)","journal-title":"Ind. Mark. Manage."},{"key":"19_CR52","doi-asserted-by":"crossref","first-page":"380","DOI":"10.1016\/j.jbusres.2019.06.027","volume":"104","author":"M Kohtam\u00e4ki","year":"2019","unstructured":"Kohtam\u00e4ki, M., Parida, V., Oghazi, P., Gebauer, H., Baines, T.: Digital servitization business models in ecosystems: a theory of the firm. J. Bus. Res. 104, 380\u2013392 (2019)","journal-title":"J. Bus. Res."},{"key":"19_CR53","first-page":"30","volume":"3","author":"NP Bianchi","year":"2009","unstructured":"Bianchi, N.P., Evans, S., Revetria, R., Tonelli, F.: Influencing factors of successful transitions towards product-service systems: a simulation approach. Int. J. Math. Comput. Simul. 3, 30\u201343 (2009)","journal-title":"Int. J. Math. Comput. Simul."},{"key":"19_CR54","doi-asserted-by":"crossref","DOI":"10.1016\/j.ijpe.2021.108205","volume":"239","author":"E Kristoffersen","year":"2021","unstructured":"Kristoffersen, E., Mikalef, P., Blomsma, F., Li, J.: The effects of business analytics capability on circular economy implementation, resource orchestration capability, and firm performance. Int. J. Prod. Econ. 239, 108205 (2021)","journal-title":"Int. J. Prod. Econ."}],"container-title":["IFIP Advances in Information and Communication Technology","Advances in Production Management Systems. Production Management Systems for Volatile, Uncertain, Complex, and Ambiguous Environments"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-71622-5_19","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,13]],"date-time":"2024-12-13T14:04:26Z","timestamp":1734098666000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-71622-5_19"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031716218","9783031716225"],"references-count":54,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-71622-5_19","relation":{},"ISSN":["1868-4238","1868-422X"],"issn-type":[{"value":"1868-4238","type":"print"},{"value":"1868-422X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"7 September 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"APMS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"IFIP International Conference on Advances in Production Management Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Chemnitz","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Germany","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 September 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 September 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"43","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"apms2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.apms-conference.org","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}