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Bibliometric Method for Manufacturing Servitization: A Review and Future Research Directions

Author

Listed:
  • Yong Chen

    (College of Mechanical Engineering, Zhejiang University of Technology, Hangzhou 310023, China)

  • Zhengjie Wu

    (College of Mechanical Engineering, Zhejiang University of Technology, Hangzhou 310023, China)

  • Wenchao Yi

    (College of Mechanical Engineering, Zhejiang University of Technology, Hangzhou 310023, China)

  • Bingjia Wang

    (College of Mechanical Engineering, Zhejiang University of Technology, Hangzhou 310023, China)

  • Jianhua Yao

    (College of Mechanical Engineering, Zhejiang University of Technology, Hangzhou 310023, China)

  • Zhi Pei

    (College of Mechanical Engineering, Zhejiang University of Technology, Hangzhou 310023, China)

  • Jiaoliao Chen

    (College of Mechanical Engineering, Zhejiang University of Technology, Hangzhou 310023, China)

Abstract

To gain sustainable development, it is a trend that manufacturing companies are change the value chain from manufacturing-centric to service-centric. Therefore, the capability of the manufacturing service is as significant as the production ability of enterprises, which reflects the supply chain management (SCM), flexible production, production efficiency, and other indicators of the enterprises. It is the first paper to discuss the sustainability of service-oriented manufacturing using bibliometric analysis. It derives a detailed review and future outlook on the development of manufacturing servitization, indicating the research directions for future development, and provides a valuable reference for researchers in related directions. The bibliometric analysis discusses countries or regions, research areas, authors, keywords, institutions, and journals based on the literature data from the Web of Science (WoS). The results show that research on manufacturing services has gradually received attention since its inception and has become popular since 2008. The papers published from 2008 to 2021 account for 77.62%. The USA is the most studied country on this topic, followed by China and the UK. The International Journal of Production Research regarding the most quantity of articles, and Beihang University is the most influential institution in this field. The largest amount of articles published in the area of “business and economics”, amounting to 1565 articles. In recent years, the main research areas included “Industry 4.0”, “cloud manufacturing (CMfg)”, “Internet of Things (IoT)”, “big data” and “services innovation”. Finally, “digital and intelligent manufacturing” and “product-service systems” are potential research directions for the future.

Suggested Citation

  • Yong Chen & Zhengjie Wu & Wenchao Yi & Bingjia Wang & Jianhua Yao & Zhi Pei & Jiaoliao Chen, 2022. "Bibliometric Method for Manufacturing Servitization: A Review and Future Research Directions," Sustainability, MDPI, vol. 14(14), pages 1-26, July.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:14:p:8743-:d:864981
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    References listed on IDEAS

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    1. Khanra, Sayantan & Dhir, Amandeep & Parida, Vinit & Kohtamäki, Marko, 2021. "Servitization research: A review and bibliometric analysis of past achievements and future promises," Journal of Business Research, Elsevier, vol. 131(C), pages 151-166.
    2. Arnold, Jens M. & Javorcik, Beata S. & Mattoo, Aaditya, 2011. "Does services liberalization benefit manufacturing firms?: Evidence from the Czech Republic," Journal of International Economics, Elsevier, vol. 85(1), pages 136-146, September.
    3. Mora, Luca & Deakin, Mark & Reid, Alasdair, 2019. "Combining co-citation clustering and text-based analysis to reveal the main development paths of smart cities," Technological Forecasting and Social Change, Elsevier, vol. 142(C), pages 56-69.
    4. Cuiping Yu & Decai Tang & Acheampong Paul Tenkorang & Brandon J. Bethel, 2021. "The Impact of the Opening of Producer Services on the International Competitiveness of Manufacturing Industry," Sustainability, MDPI, vol. 13(20), pages 1-17, October.
    5. Vandermerwe, Sandra & Rada, Juan, 1988. "Servitization of business: Adding value by adding services," European Management Journal, Elsevier, vol. 6(4), pages 314-324, December.
    6. Piyabha Kongsamut & Sergio Rebelo & Danyang Xie, 2001. "Beyond Balanced Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 68(4), pages 869-882.
    7. J. E. Hirsch, 2010. "An index to quantify an individual’s scientific research output that takes into account the effect of multiple coauthorship," Scientometrics, Springer;Akadémiai Kiadó, vol. 85(3), pages 741-754, December.
    8. Kohtamäki, Marko & Parida, Vinit & Patel, Pankaj C. & Gebauer, Heiko, 2020. "The relationship between digitalization and servitization: The role of servitization in capturing the financial potential of digitalization," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    9. Ronald Rousseau, 2014. "Forgotten founder of bibliometrics," Nature, Nature, vol. 510(7504), pages 218-218, June.
    10. Mar’atus Sholihah & Tatsuru Maezono & Yuya Mitake & Yoshiki Shimomura, 2020. "Formulating Service-Oriented Strategies for Servitization of Manufacturing Companies," Sustainability, MDPI, vol. 12(22), pages 1-30, November.
    11. Wenyu Zhang & Yushu Yang & Shuai Zhang & Dejian Yu & Yangbing Xu, 2016. "A New Manufacturing Service Selection and Composition Method Using Improved Flower Pollination Algorithm," Mathematical Problems in Engineering, Hindawi, vol. 2016, pages 1-12, December.
    12. Colombo, Massimo G. & Grilli, Luca, 2005. "Founders' human capital and the growth of new technology-based firms: A competence-based view," Research Policy, Elsevier, vol. 34(6), pages 795-816, August.
    13. Jiang Tan & Hui-Zhen Fu & Yuh-Shan Ho, 2014. "A bibliometric analysis of research on proteomics in Science Citation Index Expanded," Scientometrics, Springer;Akadémiai Kiadó, vol. 98(2), pages 1473-1490, February.
    14. Andrew Davies, 2004. "Moving base into high-value integrated solutions: a value stream approach," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 13(5), pages 727-756, October.
    15. Marco Ardolino & Mario Rapaccini & Nicola Saccani & Paolo Gaiardelli & Giovanni Crespi & Carlo Ruggeri, 2018. "The role of digital technologies for the service transformation of industrial companies," International Journal of Production Research, Taylor & Francis Journals, vol. 56(6), pages 2116-2132, March.
    16. Lokman I. Meho & Kiduk Yang, 2007. "Impact of data sources on citation counts and rankings of LIS faculty: Web of science versus scopus and google scholar," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 58(13), pages 2105-2125, November.
    17. Blome, Constantin & Schoenherr, Tobias, 2011. "Supply chain risk management in financial crises--A multiple case-study approach," International Journal of Production Economics, Elsevier, vol. 134(1), pages 43-57, November.
    18. Kohtamäki, Marko & Parida, Vinit & Oghazi, Pejvak & Gebauer, Heiko & Baines, Tim, 2019. "Digital servitization business models in ecosystems: A theory of the firm," Journal of Business Research, Elsevier, vol. 104(C), pages 380-392.
    19. Kohtamäki, Marko & Rabetino, Rodrigo & Einola, Suvi & Parida, Vinit & Patel, Pankaj, 2021. "Unfolding the digital servitization path from products to product-service-software systems: Practicing change through intentional narratives," Journal of Business Research, Elsevier, vol. 137(C), pages 379-392.
    20. Piyabha Kongsamut & Sergio Rebelo & Danyang Xie, 2001. "Beyond Balanced Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 68(4), pages 869-882.
    21. Ageron, Blandine & Gunasekaran, Angappa & Spalanzani, Alain, 2012. "Sustainable supply management: An empirical study," International Journal of Production Economics, Elsevier, vol. 140(1), pages 168-182.
    22. Saccani, N. & Johansson, P. & Perona, M., 2007. "Configuring the after-sales service supply chain: A multiple case study," International Journal of Production Economics, Elsevier, vol. 110(1-2), pages 52-69, October.
    23. Fariborz Damanpour, 1996. "Organizational Complexity and Innovation: Developing and Testing Multiple Contingency Models," Management Science, INFORMS, vol. 42(5), pages 693-716, May.
    24. Kohtamäki, Marko & Einola, Suvi & Rabetino, Rodrigo, 2020. "Exploring servitization through the paradox lens: Coping practices in servitization," International Journal of Production Economics, Elsevier, vol. 226(C).
    25. Rodrigo Goyannes Gusmão Caiado & Luiz Felipe Scavarda & Bruno Duarte Azevedo & Daniel Luiz de Mattos Nascimento & Osvaldo Luiz Gonçalves Quelhas, 2022. "Challenges and Benefits of Sustainable Industry 4.0 for Operations and Supply Chain Management—A Framework Headed toward the 2030 Agenda," Sustainability, MDPI, vol. 14(2), pages 1-26, January.
    26. Marcos Ferasso & Tatiana Beliaeva & Sascha Kraus & Thomas Clauss & Domingo Ribeiro‐Soriano, 2020. "Circular economy business models: The state of research and avenues ahead," Business Strategy and the Environment, Wiley Blackwell, vol. 29(8), pages 3006-3024, December.
    27. Jingxing Zhang, 2022. "Impact of Manufacturing Servitization on Factor Productivity of Industrial Sector Using Global Value Chain," Sustainability, MDPI, vol. 14(9), pages 1-15, April.
    28. Westhead, Paul & Wright, Mike & Ucbasaran, Deniz, 2001. "The internationalization of new and small firms: A resource-based view," Journal of Business Venturing, Elsevier, vol. 16(4), pages 333-358, July.
    29. Gunasekaran, Angappa & Ngai, Eric W.T., 2012. "The future of operations management: An outlook and analysis," International Journal of Production Economics, Elsevier, vol. 135(2), pages 687-701.
    30. Sonu Rajak & P. Parthiban & R. Dhanalakshmi, 2018. "Selection of Transportation Channels in Closed-Loop Supply Chain Using Meta-Heuristic Algorithm," International Journal of Information Systems and Supply Chain Management (IJISSCM), IGI Global, vol. 11(3), pages 64-86, July.
    31. Opresnik, David & Taisch, Marco, 2015. "The value of Big Data in servitization," International Journal of Production Economics, Elsevier, vol. 165(C), pages 174-184.
    32. Olhager, Jan, 2003. "Strategic positioning of the order penetration point," International Journal of Production Economics, Elsevier, vol. 85(3), pages 319-329, September.
    33. Gebauer, Heiko & Fleisch, Elgar & Friedli, Thomas, 2005. "Overcoming the Service Paradox in Manufacturing Companies," European Management Journal, Elsevier, vol. 23(1), pages 14-26, February.
    34. Sonu Rajak & K. E. K. Vimal & Sricharan Arumugam & Jagadesan Parthiban & Swesh Kannan Sivaraman & Jayakrishna Kandasamy & Angel Acevedo Duque, 2022. "Multi-objective mixed-integer linear optimization model for sustainable closed-loop supply chain network: a case study on remanufacturing steering column," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(5), pages 6481-6507, May.
    35. Dariush Khezrimotlagh & Yao Chen, 2018. "The Optimization Approach," International Series in Operations Research & Management Science, in: Decision Making and Performance Evaluation Using Data Envelopment Analysis, chapter 0, pages 107-134, Springer.
    36. Sjödin, David & Parida, Vinit & Kohtamäki, Marko & Wincent, Joakim, 2020. "An agile co-creation process for digital servitization: A micro-service innovation approach," Journal of Business Research, Elsevier, vol. 112(C), pages 478-491.
    37. Mr. Sergio Rebelo & Ms. Piyabha Kongsamut & Danyang Xie, 2001. "Beyond Balanced Growth," IMF Working Papers 2001/085, International Monetary Fund.
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    Cited by:

    1. Yuli Liu & Mingyi Shang & Jianwei Xu & Lei Zhang & Honglian Hua, 2023. "Value Chain and the Integrated Development of Manufacturing and Modernized Services: A Case Study of Shandong Province, China," Sustainability, MDPI, vol. 15(2), pages 1-25, January.
    2. Dian Retno Sari Dewi & Yustinus Budi Hermanto & Elizabeth Tait & Martinus Edy Sianto, 2023. "The Product–Service System Supply Chain Capabilities and Their Impact on Sustainability Performance: A Dynamic Capabilities Approach," Sustainability, MDPI, vol. 15(2), pages 1-24, January.
    3. Chen, Guo & Liu, Yishuang & Gao, Qizheng & Zhang, Jianqing, 2023. "Does regional services development enhance manufacturing firm productivity? A manufacturing servitization perspective," International Review of Economics & Finance, Elsevier, vol. 86(C), pages 451-466.
    4. Shuhui Yu & Ya Yang & Jiamin Li & Keyu Guo & Zeyu Wang & Yuwei Liu, 2024. "Exploring low-carbon and sustainable urban transformation design using ChatGPT and artificial bee colony algorithm," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
    5. Eloiza Kohlbeck & Paulo Augusto Cauchick-Miguel & Glauco Henrique de Sousa Mendes & Thayla Tavares de Sousa Zomer, 2023. "A Longitudinal History-Based Review of the Product-Service System: Past, Present, and Future," Sustainability, MDPI, vol. 15(15), pages 1-22, August.
    6. Jifei Xie & Lulu Ma & Jiamin Li, 2023. "Servitization, Digitalization or Hand in Hand: A Study on the Sustainable Development Path of Manufacturing Enterprises," Sustainability, MDPI, vol. 15(13), pages 1-17, July.

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