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Published in: International Journal on Interactive Design and Manufacturing (IJIDeM) 3/2017

27-07-2016 | Original Paper

Smart servitization within the context of industrial user–supplier relationships: contingencies according to a machine tool manufacturer

Authors: Bart Kamp, Ainhoa Ochoa, Javier Diaz

Published in: International Journal on Interactive Design and Manufacturing (IJIDeM) | Issue 3/2017

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Abstract

Advanced manufacturing technologies (AMT) have been hailed as enablers to make industrial products and operations smart. The present paper argues that AMT can not only form a lever for developing smart goods and smart production environments, but can likewise form a basis to offer smart services and to propose servitized earning or payment models to industrial users. We do so on the basis of a literature review, followed by a case-based analysis of the AMT and servitization challenges to which a machine tool manufacturer is exposed in its industrial market environment. Consequently, the present study identifies a set of contingencies c.q. catalyzers with regard to seizing AMT for smart servitization practices within industrial business-to-business contexts. These are: the ability to capture relevant data; to exploit such data adequately and convert them into actionable knowledge; and to build trust among users and producers of capital goods in order to come to effective data exchange. We finish by deriving implications for smart servitization in a manufacturing context, and by outlining case-based lessons on how AMT and servitization can further interactive design and manufacturing practices in an industrial producer-user setting. We contend that there may be a gap between the technological and organizational readiness of (many) machine tool companies for smart servitization, on the one hand, and what different publications on AMT and Industry 4.0 are trying to make out. We also find that besides the high-tech and big data components to smart servitization, companies with an ambition in this field should take into account minimum/right information principles, to actually get to deep learning, and to establish a culture of trust with business partners, and inside implicated organizations among departments to create an environment in which smart servitized user-supplier relationships can prosper.

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Footnotes
1
Ayerbe et al. [66] refer to smartization as: endowing assets with technologies that allows them to obtain real-time data from the environment in view of real-time control, monitoring and interaction with the real world. Davis et al. [61] refer to smart manufacturing as the application of manufacturing intelligence geared through networked information-based technologies along value chain (counter)part(ner)s.
 
2
Firms that are situated at the global productivity frontier are on average 4–5 times more productive than non-frontier firms in terms of multi-factor productivity (McGowan et al. [68]).
 
3
The ratio between “new order intake” versus the accumulated basis of machines already installed in the market.
 
4
Among others, it is in charge of monitoring extant production technologies, emerging (smart) technologies, as well as trends in the realm of Internet of Things.
 
5
Furthermore, numerous less structured and informal discussions took place with the main contact person within the R&D&i unit.
 
6
Compare to an external and internal body scan on pregnancy, for instance.
 
7
While these “objections” form a misconception of the extended value proposition, the focal company indicates that such reservations are made in practice among its user community.
 
Literature
1.
go back to reference PCAST (The President’s Council of Advisors on Science and Technology): Ensuring American Leadership in Advanced Manufacturing. Report to the President. Executive Office of the President (2011) PCAST (The President’s Council of Advisors on Science and Technology): Ensuring American Leadership in Advanced Manufacturing. Report to the President. Executive Office of the President (2011)
2.
go back to reference Navarro, M., Sabalza, X.: Reflexiones sobre la Industria 4.0 desde el caso vasco. Ekonomiaz. Revista vasca de Economía 89, 142–173 (2016) Navarro, M., Sabalza, X.: Reflexiones sobre la Industria 4.0 desde el caso vasco. Ekonomiaz. Revista vasca de Economía 89, 142–173 (2016)
3.
go back to reference Bannat, A., Bautze, T., Beetz, M., Blume, J., Diepold, K., Ertelt, C., Geiger, F., Gmeiner, T., Gyger, T., Knoll, A., Lau, C., Lenz, C., Ostgathe, M., Reinhart, G., Roesel, W., Ruehr, T., Schuboe, A., Shea, K., Stork genannt Wersborg, I., Stork, S., Tekouo, W., Wallhoff, F., Wiesbeck, M., Zaeh, M.: Artificial cognition in production systems. Autom. Sci. Eng. IEEE Trans. 8(1), 148–174 (2011) CrossRef Bannat, A., Bautze, T., Beetz, M., Blume, J., Diepold, K., Ertelt, C., Geiger, F., Gmeiner, T., Gyger, T., Knoll, A., Lau, C., Lenz, C., Ostgathe, M., Reinhart, G., Roesel, W., Ruehr, T., Schuboe, A., Shea, K., Stork genannt Wersborg, I., Stork, S., Tekouo, W., Wallhoff, F., Wiesbeck, M., Zaeh, M.: Artificial cognition in production systems. Autom. Sci. Eng. IEEE Trans. 8(1), 148–174 (2011) CrossRef
4.
go back to reference Vandermerwe, S., Rada, J.: Servitization of business: adding value by adding services. Euro. Manage. J. 6(4), 314–324 (1988) CrossRef Vandermerwe, S., Rada, J.: Servitization of business: adding value by adding services. Euro. Manage. J. 6(4), 314–324 (1988) CrossRef
5.
go back to reference Neely, A., Benedettini, O., Visnjic, I.: The servitization of manufacturing: Further evidence. 18th European Operations Management Association Conference, Cambridge, UK (2011) Neely, A., Benedettini, O., Visnjic, I.: The servitization of manufacturing: Further evidence. 18th European Operations Management Association Conference, Cambridge, UK (2011)
6.
go back to reference Baines, T.S., Lightfoot, H.W., Benedettini, O., Kay, J.M.: The servitization of manufacturing: a review of literature and reflection on future challenges. J. Manufact. Technol. Manage. 20(5), 547–567 (2009) CrossRef Baines, T.S., Lightfoot, H.W., Benedettini, O., Kay, J.M.: The servitization of manufacturing: a review of literature and reflection on future challenges. J. Manufact. Technol. Manage. 20(5), 547–567 (2009) CrossRef
7.
go back to reference Penttinen, E., Palmer, J.: Improving firm positioning through enhanced offerings and buyer-seller relationships. Indus. Market. Manage. 36(5), 552–564 (2007) CrossRef Penttinen, E., Palmer, J.: Improving firm positioning through enhanced offerings and buyer-seller relationships. Indus. Market. Manage. 36(5), 552–564 (2007) CrossRef
8.
go back to reference Kindström, D., Kowalkowski, C.: Development of industrial service offerings: a process framework. J. Serv. Manage. 20(2), 156–172 (2009) CrossRef Kindström, D., Kowalkowski, C.: Development of industrial service offerings: a process framework. J. Serv. Manage. 20(2), 156–172 (2009) CrossRef
9.
go back to reference Kamp, B.: Servitización: génesis, temas actuales y mirada al futuro. Ekonomiaz. Revista vasca de Economía 89, 252–279 (2016) Kamp, B.: Servitización: génesis, temas actuales y mirada al futuro. Ekonomiaz. Revista vasca de Economía 89, 252–279 (2016)
10.
go back to reference PCAST (The President’s Council of Advisors on Science and Technology): Accelerating US Advanced Manufacturing. Report to the President. Executive Office of the President (2014) PCAST (The President’s Council of Advisors on Science and Technology): Accelerating US Advanced Manufacturing. Report to the President. Executive Office of the President (2014)
11.
go back to reference Acatech and Forschungsunion: Recommendations for implementing the strategic initiative INDUSTRIE 4.0. Final report of the Industrie 4.0 Working Group. Industrie 4.0 Platform, Acatech, Frankfurt am Main (April 2013) Acatech and Forschungsunion: Recommendations for implementing the strategic initiative INDUSTRIE 4.0. Final report of the Industrie 4.0 Working Group. Industrie 4.0 Platform, Acatech, Frankfurt am Main (April 2013)
12.
go back to reference Bezerra Barquet, A.P., de Oliveira, M.G., Amigo, C.R., Cunha, V.P., Rozenfeld, H.: Employing the business model concept to support the adoption of product-service systems (PSS). Indust. Market. Manage. 42(5), 693–704 (2013) CrossRef Bezerra Barquet, A.P., de Oliveira, M.G., Amigo, C.R., Cunha, V.P., Rozenfeld, H.: Employing the business model concept to support the adoption of product-service systems (PSS). Indust. Market. Manage. 42(5), 693–704 (2013) CrossRef
13.
go back to reference Witell, L., Löfgren, M.: From service for free to service for fee: business model innovation in manufacturing firms. J. Serv. Manage. 24(5), 520–533 (2013) CrossRef Witell, L., Löfgren, M.: From service for free to service for fee: business model innovation in manufacturing firms. J. Serv. Manage. 24(5), 520–533 (2013) CrossRef
14.
go back to reference Cusumano, M., Kahl, S., Suarez, F.: Industry evolution and the competitive strategies of product firms. Strat. Manage. J. 36(4), 559–575 (2015) CrossRef Cusumano, M., Kahl, S., Suarez, F.: Industry evolution and the competitive strategies of product firms. Strat. Manage. J. 36(4), 559–575 (2015) CrossRef
15.
go back to reference Diaz, J., Posada, J., Barandiaran, I., Toro, C.: Recommendations for sustainability in production from a machine-tool manufacturer. KES-SDM (2015) Diaz, J., Posada, J., Barandiaran, I., Toro, C.: Recommendations for sustainability in production from a machine-tool manufacturer. KES-SDM (2015)
16.
go back to reference European Commission: A Stronger European Industry for Growth and Economic Recovery, COM (2012) 582. Brussels, European Commission (2012) European Commission: A Stronger European Industry for Growth and Economic Recovery, COM (2012) 582. Brussels, European Commission (2012)
17.
go back to reference European Commission: For a European Industrial Renaissance, SWD (2014) 14. Brussels, European Commission (2014) European Commission: For a European Industrial Renaissance, SWD (2014) 14. Brussels, European Commission (2014)
18.
go back to reference Copani, G., Tosatti, L. M., Lay, G., Schroeter, M., Bueno, R.: New business models diffusion and trends in European machine tool industry. Proceedings 40th CIRP International Manufacturing Systems Seminar, Liverpool (2007) Copani, G., Tosatti, L. M., Lay, G., Schroeter, M., Bueno, R.: New business models diffusion and trends in European machine tool industry. Proceedings 40th CIRP International Manufacturing Systems Seminar, Liverpool (2007)
19.
go back to reference Pine, J.B.: Mass customization: the new frontier in business competition. Harvard Business School Press, Boston (1993) Pine, J.B.: Mass customization: the new frontier in business competition. Harvard Business School Press, Boston (1993)
20.
go back to reference Bolden, R., Waterson, P., Warr, P., Clegg, C., Wall, T.: A new taxonomy of modern manufacturing practices. Int. J. Operat. Prod. Manage. 17(11), 1112–1130 (1997) CrossRefMATH Bolden, R., Waterson, P., Warr, P., Clegg, C., Wall, T.: A new taxonomy of modern manufacturing practices. Int. J. Operat. Prod. Manage. 17(11), 1112–1130 (1997) CrossRefMATH
21.
go back to reference Dugay, C.R., Landry, S., Pasin, F.: From mass production to flexible/agile production. Int. J. Operat. Prod. Manage. 17(12), 1183–1195 (1997) CrossRef Dugay, C.R., Landry, S., Pasin, F.: From mass production to flexible/agile production. Int. J. Operat. Prod. Manage. 17(12), 1183–1195 (1997) CrossRef
22.
go back to reference Lay, G. (ed.): Servitization in industry. Springer Verlag, Heidelberg (2014) Lay, G. (ed.): Servitization in industry. Springer Verlag, Heidelberg (2014)
23.
go back to reference Kagermann, H., Wahlster, W., Helbig J.: Recommendations for implementing the strategic initiative INDUSTRIE 4.0. Final report of the Industrie 4.0 Working Group, Frankfurt: Acatech (April 2013) Kagermann, H., Wahlster, W., Helbig J.: Recommendations for implementing the strategic initiative INDUSTRIE 4.0. Final report of the Industrie 4.0 Working Group, Frankfurt: Acatech (April 2013)
24.
go back to reference Fang, E., Palmatier, R.W., Steenkamp, J.B.: Effect of service transition–Strategies on firm value. J. Market. 72, 1–14 (2008) CrossRef Fang, E., Palmatier, R.W., Steenkamp, J.B.: Effect of service transition–Strategies on firm value. J. Market. 72, 1–14 (2008) CrossRef
25.
go back to reference WEF (World Economic Forum): Industrial Internet of Things: Unleashing the Potential of Connected Products and Services. WEF (January 2015) WEF (World Economic Forum): Industrial Internet of Things: Unleashing the Potential of Connected Products and Services. WEF (January 2015)
26.
go back to reference Posada, J., Toro, C., Barandiaran, I., Oyarzun, D., Stricker, D., de Amicis, R., Pinto, E.B., Eisert, P., Dollner, J., Vallarino, I.: Visual computing as a key enabling technology for industrie 4.0 and industrial internet. Comp. Graph. Appl. IEEE 35(2), 26–40 (2015) CrossRef Posada, J., Toro, C., Barandiaran, I., Oyarzun, D., Stricker, D., de Amicis, R., Pinto, E.B., Eisert, P., Dollner, J., Vallarino, I.: Visual computing as a key enabling technology for industrie 4.0 and industrial internet. Comp. Graph. Appl. IEEE 35(2), 26–40 (2015) CrossRef
27.
go back to reference Tosatti, L. M., Pierpaoli, F., Urbani, A., Jovane, F.: New frontiers for manufacturing in mass customization. Proceedings of the 35th CIRP-International Seminar on Manufacturing Systems, Seoul, Korea (2002) Tosatti, L. M., Pierpaoli, F., Urbani, A., Jovane, F.: New frontiers for manufacturing in mass customization. Proceedings of the 35th CIRP-International Seminar on Manufacturing Systems, Seoul, Korea (2002)
28.
go back to reference Urbani, A., Pasek, Z.: Description and analysis of a possible supply chain evolution based on a service pattern. Proceedings of the 5th International Conference on Managing Innovations in Manufacturing (MIM), Milwaukee, Wisconsin, USA (2002) Urbani, A., Pasek, Z.: Description and analysis of a possible supply chain evolution based on a service pattern. Proceedings of the 5th International Conference on Managing Innovations in Manufacturing (MIM), Milwaukee, Wisconsin, USA (2002)
29.
go back to reference Copani, G.: Machine Tool industry: beyond tradition? In: Lay, G. (ed.) Servitization in industry, pp. 109–130. Springer Verlag, Heidelberg (2014) Copani, G.: Machine Tool industry: beyond tradition? In: Lay, G. (ed.) Servitization in industry, pp. 109–130. Springer Verlag, Heidelberg (2014)
30.
go back to reference Macaulay, J., O’Connell, K., Namboodri, Ch., Delaney, K.: The digital manufacturer – Resolving the service Dilemma. Cisco (November 2015) Macaulay, J., O’Connell, K., Namboodri, Ch., Delaney, K.: The digital manufacturer – Resolving the service Dilemma. Cisco (November 2015)
32.
go back to reference Wise, R., Baumgartner, P.: Go downstream: the new imperative in manufacturing. Harvard Busin. Rev. 77(5), 133–141 (1999) Wise, R., Baumgartner, P.: Go downstream: the new imperative in manufacturing. Harvard Busin. Rev. 77(5), 133–141 (1999)
33.
go back to reference Lay, G. (ed.): Betreibermodelle für Investitionsgüter. Fraunhofer-Verlag, Stuttgart (2007) Lay, G. (ed.): Betreibermodelle für Investitionsgüter. Fraunhofer-Verlag, Stuttgart (2007)
34.
go back to reference Spring, M., Araujo, L.: Service, services and products: Rethinking operations strategy. Int. J. Operat. Prod. Manage. 29(5), 444–467 (2009) CrossRef Spring, M., Araujo, L.: Service, services and products: Rethinking operations strategy. Int. J. Operat. Prod. Manage. 29(5), 444–467 (2009) CrossRef
35.
go back to reference Henkel, C.B., Bendig, O.B., Caspari, T., Hasagic, N.: Industrial service strategies: the quest for faster growth and higher margins. Zürich/München, Monitor Group, Berlin (2004) Henkel, C.B., Bendig, O.B., Caspari, T., Hasagic, N.: Industrial service strategies: the quest for faster growth and higher margins. Zürich/München, Monitor Group, Berlin (2004)
36.
go back to reference Fischer, T., Gebauer, H., Fleisch, E.: Service business development: strategies for value creation in manufacturing firms. cambridge University Press, Cambridge (2012) CrossRef Fischer, T., Gebauer, H., Fleisch, E.: Service business development: strategies for value creation in manufacturing firms. cambridge University Press, Cambridge (2012) CrossRef
37.
go back to reference Lerch, Chr, Gotsch, M.: Avoiding the overhead cost trap: towards an advanced management accounting method for servitized firms. In: Lay, G. (ed.) Servitization in industry, pp. 277–294. Springer Verlag, Heidelberg (2014) Lerch, Chr, Gotsch, M.: Avoiding the overhead cost trap: towards an advanced management accounting method for servitized firms. In: Lay, G. (ed.) Servitization in industry, pp. 277–294. Springer Verlag, Heidelberg (2014)
38.
go back to reference Rabetino, R., Kothamäki, M., Lehtonen, H., Kostama, H.: Developing the concept of life-cycle service offering. Indust. Market. Manage. 49, 53–66 (2015) CrossRef Rabetino, R., Kothamäki, M., Lehtonen, H., Kostama, H.: Developing the concept of life-cycle service offering. Indust. Market. Manage. 49, 53–66 (2015) CrossRef
39.
go back to reference Visintin, F.: Photocopier industry: at the forefront of servitization. In: Lay, G. (ed.) Servitization in industry, pp. 23–44. Springer Verlag, Heidelberg (2014) Visintin, F.: Photocopier industry: at the forefront of servitization. In: Lay, G. (ed.) Servitization in industry, pp. 23–44. Springer Verlag, Heidelberg (2014)
40.
go back to reference Huang, H.C., Chu, W., Wang, W.K.: Strategic performance measurement and value drivers: evidence from international tourist hotels in an emerging economy”. Serv. Indust. J. 27(8), 1111–1128 (2007) CrossRef Huang, H.C., Chu, W., Wang, W.K.: Strategic performance measurement and value drivers: evidence from international tourist hotels in an emerging economy”. Serv. Indust. J. 27(8), 1111–1128 (2007) CrossRef
41.
go back to reference Martinez, V., Bastl, M., Kingston, J., Evans, S.: Challenges in transforming manufacturing organisations into product-service providers. J. Manufact. Technol. Manage. 21(4), 449–469 (2010) CrossRef Martinez, V., Bastl, M., Kingston, J., Evans, S.: Challenges in transforming manufacturing organisations into product-service providers. J. Manufact. Technol. Manage. 21(4), 449–469 (2010) CrossRef
43.
go back to reference Porter, M.E., Heppelmann, J.E.: How smart, connected products are transforming competition. Harvard Busin. Rev. 92, 11–64 (2014) Porter, M.E., Heppelmann, J.E.: How smart, connected products are transforming competition. Harvard Busin. Rev. 92, 11–64 (2014)
44.
go back to reference Jiménez, J., Escrich, P., Baig, R., Freitag, F., Navarro, L.: Deploying PaaS for Accelerating Cloud Uptake in the Guifi.net Community Network. In: International Workshop on the Future of PaaS 2014, within IEEE IC2E. Boston, Massachusetts, USA: IEEE (March 2014) Jiménez, J., Escrich, P., Baig, R., Freitag, F., Navarro, L.: Deploying PaaS for Accelerating Cloud Uptake in the Guifi.net Community Network. In: International Workshop on the Future of PaaS 2014, within IEEE IC2E. Boston, Massachusetts, USA: IEEE (March 2014)
45.
go back to reference Kamp, B., Ochoa, A.: (Re)organizing for servitization: insights from a machine tool manufacturer. Paper presented at Spring Servitization Conference 2016, Manchester UK (2016) Kamp, B., Ochoa, A.: (Re)organizing for servitization: insights from a machine tool manufacturer. Paper presented at Spring Servitization Conference 2016, Manchester UK (2016)
47.
go back to reference Ulaga, W., Reinartz, W.J.: Hybrid offerings: how manufacturing firms combine goods and services successfully. J. Market. 75, 5–23 (2011) CrossRef Ulaga, W., Reinartz, W.J.: Hybrid offerings: how manufacturing firms combine goods and services successfully. J. Market. 75, 5–23 (2011) CrossRef
48.
go back to reference Kindström, D., Kowalkowski, C.: Service innovation in product-centric firms: a multidimensional business model perspective. J. Busin. Indust. Market. 29(2), 96–111 (2014) CrossRef Kindström, D., Kowalkowski, C.: Service innovation in product-centric firms: a multidimensional business model perspective. J. Busin. Indust. Market. 29(2), 96–111 (2014) CrossRef
49.
go back to reference Pawar, K.S., Beltagui, A., Riedel, J.C.K.H.: The PSO triangle: designing product, service and organisation to create value. Int. J. Operat. Prod. Manage. 29(5), 468–493 (2009) CrossRef Pawar, K.S., Beltagui, A., Riedel, J.C.K.H.: The PSO triangle: designing product, service and organisation to create value. Int. J. Operat. Prod. Manage. 29(5), 468–493 (2009) CrossRef
50.
go back to reference Tukker, A.: Eight types of product-service systems: eight ways to sustainability? Experiences from SusProNet. Busin. Strateg. Environ. 13, 246–260 (2004) CrossRef Tukker, A.: Eight types of product-service systems: eight ways to sustainability? Experiences from SusProNet. Busin. Strateg. Environ. 13, 246–260 (2004) CrossRef
51.
go back to reference Allmendinger, G., Lombreglia, R.: Four strategies for the age of smart services. Harvard Busin. Rev. 83(10), 131–145 (2005) Allmendinger, G., Lombreglia, R.: Four strategies for the age of smart services. Harvard Busin. Rev. 83(10), 131–145 (2005)
52.
go back to reference Gebauer, H.: Keynote speech at 4th ICBS conference, Madrid (November 2015) Gebauer, H.: Keynote speech at 4th ICBS conference, Madrid (November 2015)
53.
go back to reference Vargo, S., Lusch, R.: Evolving to a new dominant logic for marketing. J. Market. 68, 1–17 (2004) CrossRef Vargo, S., Lusch, R.: Evolving to a new dominant logic for marketing. J. Market. 68, 1–17 (2004) CrossRef
55.
go back to reference Yin, R.K.: Case study research: design and methods, 4th edn. Sage, Thousand Oaks (2009) Yin, R.K.: Case study research: design and methods, 4th edn. Sage, Thousand Oaks (2009)
56.
go back to reference Strauss, A., Corbin, J.: Basics of qualitative research: techniques and procedures for developing grounded theory, 2nd edn. Sage Publications, Thousand Oaks (1998) Strauss, A., Corbin, J.: Basics of qualitative research: techniques and procedures for developing grounded theory, 2nd edn. Sage Publications, Thousand Oaks (1998)
57.
go back to reference Dubois, A., Gadde, L.E.: Systematic combining: an abductive approach to case research. J. Busin. Res. 55, 553–560 (2002) CrossRef Dubois, A., Gadde, L.E.: Systematic combining: an abductive approach to case research. J. Busin. Res. 55, 553–560 (2002) CrossRef
58.
go back to reference Toro, C., Barandiaranigo Barandiaran, I., Posada, J.: A perspective on knowledge based and intelligent systems implementation in industrie 4.0. Procedia Computer Science, 60: 362 – 370. Knowledge-Based and Intelligent Information Camp; Engineering Systems 19th Annual Conference, KES-2015, Singapore, September 2015 Proceedings (2015) Toro, C., Barandiaranigo Barandiaran, I., Posada, J.: A perspective on knowledge based and intelligent systems implementation in industrie 4.0. Procedia Computer Science, 60: 362 – 370. Knowledge-Based and Intelligent Information Camp; Engineering Systems 19th Annual Conference, KES-2015, Singapore, September 2015 Proceedings (2015)
59.
go back to reference Lee, J., Kao, H-A., Yang, S.: Service innovation and smart analytics for industry 4.0 and big data environment. Procedia CIRP, 16:3 – 8. Product Services Systems and Value Creation. Proceedings of the 6th CIRP Conference on Industrial Product-Service Systems (2014) Lee, J., Kao, H-A., Yang, S.: Service innovation and smart analytics for industry 4.0 and big data environment. Procedia CIRP, 16:3 – 8. Product Services Systems and Value Creation. Proceedings of the 6th CIRP Conference on Industrial Product-Service Systems (2014)
60.
go back to reference Blanchet, M., Rinn, T., von Thaden, G., de Thieulloy, G.: Industry 4.0: The New Industrial Revolution. How Europe will succeed. Roland Berger Strategy Consultants GmbH (March 2014) Blanchet, M., Rinn, T., von Thaden, G., de Thieulloy, G.: Industry 4.0: The New Industrial Revolution. How Europe will succeed. Roland Berger Strategy Consultants GmbH (March 2014)
61.
go back to reference Davies, J., Edgar, Th, Porter, J., Bernaden, J., Sarli, M.: Smart manufacturing, manufacturing intelligence and demand-dynamic performance. Comp. Chem. Eng. 47, 145–156 (2012) CrossRef Davies, J., Edgar, Th, Porter, J., Bernaden, J., Sarli, M.: Smart manufacturing, manufacturing intelligence and demand-dynamic performance. Comp. Chem. Eng. 47, 145–156 (2012) CrossRef
62.
go back to reference Szczerbicki, E., Graña, M., Posada, J., Toro, C.: Current research advances and implementations in smart knowledge-based systems. Cyber. Syst. 44(2–3), 95–97 (2013) CrossRef Szczerbicki, E., Graña, M., Posada, J., Toro, C.: Current research advances and implementations in smart knowledge-based systems. Cyber. Syst. 44(2–3), 95–97 (2013) CrossRef
63.
go back to reference Agarwal, R., Selen, W., Roos, G., Green, R. (eds.): The handbook of service innovation. Springer Publishing, New York (2015) Agarwal, R., Selen, W., Roos, G., Green, R. (eds.): The handbook of service innovation. Springer Publishing, New York (2015)
64.
go back to reference Schroeder, A., Kotlarsky, J.: Digital resources and their role in advanced service provision: a VRIN analysis”. In: Baines T., Harrison, D.K. (Eds.), Servitization: the theory and impact: proceedings of the Spring Servitization Conference 18 - 19 May 2015, Aston Business School Birmingham UK (2015) Schroeder, A., Kotlarsky, J.: Digital resources and their role in advanced service provision: a VRIN analysis”. In: Baines T., Harrison, D.K. (Eds.), Servitization: the theory and impact: proceedings of the Spring Servitization Conference 18 - 19 May 2015, Aston Business School Birmingham UK (2015)
65.
go back to reference Visnjic Kastalli, I., Van Looy, B.: Servitization: disentangling the impact of service business model innovation on manufacturing firm performance. J. Operat. Manag. 31(4), 169–180 (2013) CrossRef Visnjic Kastalli, I., Van Looy, B.: Servitization: disentangling the impact of service business model innovation on manufacturing firm performance. J. Operat. Manag. 31(4), 169–180 (2013) CrossRef
66.
go back to reference Ayerbe, A., Cirion, I., Mansell, J., De Torres, A. Gil, G., Laka, J.: Thinking products in a different way: what is needed for product servitization, Paper presented at the 3 \(^{rd}\) International Business Servitization conference, Bilbao (19-20 November 2014) Ayerbe, A., Cirion, I., Mansell, J., De Torres, A. Gil, G., Laka, J.: Thinking products in a different way: what is needed for product servitization, Paper presented at the 3 \(^{rd}\) International Business Servitization conference, Bilbao (19-20 November 2014)
67.
go back to reference Eisenhardt, K.M.: Building theories from case study research. Acad. Manage. Rev. 14(4), 532–550 (1989) Eisenhardt, K.M.: Building theories from case study research. Acad. Manage. Rev. 14(4), 532–550 (1989)
68.
go back to reference McGowan, M.A., Andrews, D., Criscuolo, C., Nicoletti, G.: The future of productivity. OECD, Paris (2015) McGowan, M.A., Andrews, D., Criscuolo, C., Nicoletti, G.: The future of productivity. OECD, Paris (2015)
69.
go back to reference Violante, M.G., Vezzetti, E., Alemanni, M.: An integrated approach to support the requirement mangement (RM) tool customization for a collaborative scenario. Int. J. Inter. Design Manufact. (2015). doi: 10.​1007/​s12008-015-0266-3, pp. 1–14 Violante, M.G., Vezzetti, E., Alemanni, M.: An integrated approach to support the requirement mangement (RM) tool customization for a collaborative scenario. Int. J. Inter. Design Manufact. (2015). doi: 10.​1007/​s12008-015-0266-3, pp. 1–14
70.
go back to reference Etienne, A., Mirdamadi, Sh, Mohammadi, M., Babaeizadeh Malmiry, R., Antoine, J-Fr., Siadat, A., Dantan, J-Y., Tavakkoli, R., Martin, P.: Cost engineering for variation management during the product and process development. International J. Inter. Design Manufact. (2016). doi: 10.​1007/​s12008-016-0318-3, pp. 1–12 Etienne, A., Mirdamadi, Sh, Mohammadi, M., Babaeizadeh Malmiry, R., Antoine, J-Fr., Siadat, A., Dantan, J-Y., Tavakkoli, R., Martin, P.: Cost engineering for variation management during the product and process development. International J. Inter. Design Manufact. (2016). doi: 10.​1007/​s12008-016-0318-3, pp. 1–12
71.
go back to reference Belkadi, F., Troussier, N., Eynard, B., Bonjour, E.: Collaboration based on product lifecycles interoperability for extended enterprise. Int. J. Inter. Design Manufact. 4, 169–179 (2010) CrossRef Belkadi, F., Troussier, N., Eynard, B., Bonjour, E.: Collaboration based on product lifecycles interoperability for extended enterprise. Int. J. Inter. Design Manufact. 4, 169–179 (2010) CrossRef
Metadata
Title
Smart servitization within the context of industrial user–supplier relationships: contingencies according to a machine tool manufacturer
Authors
Bart Kamp
Ainhoa Ochoa
Javier Diaz
Publication date
27-07-2016
Publisher
Springer Paris
Published in
International Journal on Interactive Design and Manufacturing (IJIDeM) / Issue 3/2017
Print ISSN: 1955-2513
Electronic ISSN: 1955-2505
DOI
https://doi.org/10.1007/s12008-016-0345-0

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