IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v10y2018i4p911-d137405.html
   My bibliography  Save this article

Uncovering the Topic Landscape of Product-Service System Research: from Sustainability to Value Creation

Author

Listed:
  • Hakyeon Lee

    (Department of Industrial and Systems Engineering, Seoul National University of Science and Technology, Seoul 01811, Korea)

  • Hanbin Seo

    (Department of Industrial and Systems Engineering, Seoul National University of Science and Technology, Seoul 01811, Korea)

  • Youngjung Geum

    (Department of Industrial and Systems Engineering, Seoul National University of Science and Technology, Seoul 01811, Korea)

Abstract

As the product-service system (PSS) is considered a promising business model that can create more value for customers, PSS research has enjoyed remarkable growth in its volume and coverage over the last decade. This study aims to delineate the thematic landscape of PSS research by identifying latent topics from a large amount of scholarly data. Ten topics of PSS research are identified by applying the Latent Dirichlet Allocation (LDA) model to 1229 PSS publications published between 2000 and 2016. The ten PSS topics are briefly reviewed to provide an overview of what has previously been studied in PSS research. We also investigate which topics rise or fall in popularity by identifying hot and cold topics of PSS research. It is observed that the focus of discussions on the benefits of PSS has shifted from sustainability to value creation. Also, increasing attention has been paid to more practical topics such as PSS implementation. The areas of subspecialty of the top ten PSS journals are also examined to explore the interdisciplinary nature of PSS research and thematic differences across disciplines. The findings of this study can provide rich implications for both academia and practice in the field of PSS.

Suggested Citation

  • Hakyeon Lee & Hanbin Seo & Youngjung Geum, 2018. "Uncovering the Topic Landscape of Product-Service System Research: from Sustainability to Value Creation," Sustainability, MDPI, vol. 10(4), pages 1-15, March.
    • Handle: RePEc:gam:jsusta:v:10:y:2018:i:4:p:911-:d:137405
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/10/4/911/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/10/4/911/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Vandermerwe, Sandra & Rada, Juan, 1988. "Servitization of business: Adding value by adding services," European Management Journal, Elsevier, vol. 6(4), pages 314-324, December.
    2. Yan, Erjia, 2014. "Research dynamics: Measuring the continuity and popularity of research topics," Journal of Informetrics, Elsevier, vol. 8(1), pages 98-110.
    3. Min Song & Su Yeon Kim, 2013. "Detecting the knowledge structure of bioinformatics by mining full-text collections," Scientometrics, Springer;Akadémiai Kiadó, vol. 96(1), pages 183-201, July.
    4. Marina Berkovich & Jan Leimeister & Helmut Krcmar, 2011. "Requirements Engineering for Product Service Systems," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 3(6), pages 369-380, December.
    5. Francesca De Battisti & Alfio Ferrara & Silvia Salini, 2015. "A decade of research in statistics: a topic model approach," Scientometrics, Springer;Akadémiai Kiadó, vol. 103(2), pages 413-433, May.
    6. Mina Nasiri & Tero Rantala & Minna Saunila & Juhani Ukko & Hannu Rantanen, 2018. "Transition towards Sustainable Solutions: Product, Service, Technology, and Business Model," Sustainability, MDPI, vol. 10(2), pages 1-18, January.
    7. Grün, Bettina & Hornik, Kurt, 2011. "topicmodels: An R Package for Fitting Topic Models," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 40(i13).
    8. Arnold Tukker, 2004. "Eight types of product–service system: eight ways to sustainability? Experiences from SusProNet," Business Strategy and the Environment, Wiley Blackwell, vol. 13(4), pages 246-260, July.
    9. He, Bing & Ding, Ying & Tang, Jie & Reguramalingam, Vignesh & Bollen, Johan, 2013. "Mining diversity subgraph in multidisciplinary scientific collaboration networks: A meso perspective," Journal of Informetrics, Elsevier, vol. 7(1), pages 117-128.
    10. Seungkyum Kim & Changho Son & Byungun Yoon & Yongtae Park, 2015. "Development of an Innovation Model Based on a Service-Oriented Product Service System (PSS)," Sustainability, MDPI, vol. 7(11), pages 1-23, October.
    11. Antonio‐Rafael Ramos‐Rodríguez & José Ruíz‐Navarro, 2004. "Changes in the intellectual structure of strategic management research: a bibliometric study of the Strategic Management Journal, 1980–2000," Strategic Management Journal, Wiley Blackwell, vol. 25(10), pages 981-1004, October.
    12. Li-Hsing Shih & Yen-Ting Lee & Fenghueih Huarng, 2016. "Creating Customer Value for Product Service Systems by Incorporating Internet of Things Technology," Sustainability, MDPI, vol. 8(12), pages 1-16, November.
    13. Hakyeon Lee & Pilsung Kang, 2018. "Identifying core topics in technology and innovation management studies: a topic model approach," The Journal of Technology Transfer, Springer, vol. 43(5), pages 1291-1317, October.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Eduardo Méndez-León & Tatiana Reyes & René Díaz-Pichardo, 2019. "PSS for the BoP: A Review from DfS to Sustainable Business Model [PSS pour la BoP: Une revue de DfS à Business Model Durable]," Post-Print hal-02435850, HAL.
    2. Sophie I. Hallstedt & Ola Isaksson & Anna Öhrwall Rönnbäck, 2020. "The Need for New Product Development Capabilities from Digitalization, Sustainability, and Servitization Trends," Sustainability, MDPI, vol. 12(23), pages 1-26, December.
    3. Jee Hoon Lee & Jacob Wood & Jungsuk Kim, 2021. "Tracing the Trends in Sustainability and Social Media Research Using Topic Modeling," Sustainability, MDPI, vol. 13(3), pages 1-19, January.
    4. Ana Batlles-delaFuente & Luis Jesús Belmonte-Ureña & José Antonio Plaza-Úbeda & Emilio Abad-Segura, 2021. "Sustainable Business Model in the Product-Service System: Analysis of Global Research and Associated EU Legislation," IJERPH, MDPI, vol. 18(19), pages 1-33, September.
    5. Damane Moeti, 2022. "Topic Classification of Central Bank Monetary Policy Statements: Evidence from Latent Dirichlet Allocation in Lesotho," Acta Universitatis Sapientiae, Economics and Business, Sciendo, vol. 10(1), pages 199-227, September.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Hakyeon Lee & Pilsung Kang, 2018. "Identifying core topics in technology and innovation management studies: a topic model approach," The Journal of Technology Transfer, Springer, vol. 43(5), pages 1291-1317, October.
    2. Imran Ali & Devika Kannan, 2022. "Mapping research on healthcare operations and supply chain management: a topic modelling-based literature review," Annals of Operations Research, Springer, vol. 315(1), pages 29-55, August.
    3. Md Nazrul Islam & Md Mofazzal Hossain & Md Shafayet Shahed Ornob, 2024. "Business research on Industry 4.0: a systematic review using topic modelling approach," Future Business Journal, Springer, vol. 10(1), pages 1-15, December.
    4. Li, Ai Qiang & Kumar, Maneesh & Claes, Björn & Found, Pauline, 2020. "The state-of-the-art of the theory on Product-Service Systems," International Journal of Production Economics, Elsevier, vol. 222(C).
    5. Mariusz Salwin & Ilona Jacyna-Gołda & Andrzej Kraslawski & Aneta Ewa Waszkiewicz, 2022. "The Use of Business Model Canvas in the Design and Classification of Product-Service Systems Design Methods," Sustainability, MDPI, vol. 14(7), pages 1-23, April.
    6. Siri Jagstedt & Magnus Persson, 2019. "Using Platform Strategies In The Development Of Integrated Product-Service Solutions," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 23(04), pages 1-36, May.
    7. David Opresnik & Maurizio Fiasché & Marco Taisch & Manuel Hirsch, 0. "An evolving fuzzy inference system for extraction of rule set for planning a product–service strategy," Information Technology and Management, Springer, vol. 0, pages 1-17.
    8. Alberto de la Calle & Inmaculada Freije & Aitor Oyarbide, 2021. "Digital Product–Service Innovation and Sustainability: A Multiple-Case Study in the Capital Goods Industry," Sustainability, MDPI, vol. 13(11), pages 1-29, June.
    9. Martinez, Veronica & Neely, Andy & Velu, Chander & Leinster-Evans, Stewart & Bisessar, Dav, 2017. "Exploring the journey to services," International Journal of Production Economics, Elsevier, vol. 192(C), pages 66-80.
    10. Bernhard Dachs & Sabine Biege & Martin Borowiecki & Gunter Lay & Angela Jäger & Doris Schartinger, 2014. "Servitisation of European manufacturing: evidence from a large scale database," The Service Industries Journal, Taylor & Francis Journals, vol. 34(1), pages 5-23, January.
    11. David Hidalgo-Carvajal & Ruth Carrasco-Gallego & Gustavo Morales-Alonso, 2021. "From Goods to Services and from Linear to Circular: The Role of Servitization’s Challenges and Drivers in the Shifting Process," Sustainability, MDPI, vol. 13(8), pages 1-26, April.
    12. Julian T. M. Pinto & Manuel E. Morales & Mariia Fedoruk & Marina Kovaleva & Arnaud Diemer, 2019. "Servitization in Support of Sustainable Cities: What Are Steel’s Contributions and Challenges?," Sustainability, MDPI, vol. 11(3), pages 1-18, February.
    13. Lerch, Christian M. & Horvat, Djerdj & Jasny, Johannes, 2024. "When manufacturers turn into digital platform providers: A transformation model to understand the platformization pathway," International Journal of Production Economics, Elsevier, vol. 273(C).
    14. Green, Maxwell H. & Davies, Philip & Ng, Irene C.L., 2017. "Two strands of servitization: A thematic analysis of traditional and customer co-created servitization and future research directions," International Journal of Production Economics, Elsevier, vol. 192(C), pages 40-53.
    15. Vinit Parida & Joakim Wincent, 2019. "Why and how to compete through sustainability: a review and outline of trends influencing firm and network-level transformation," International Entrepreneurship and Management Journal, Springer, vol. 15(1), pages 1-19, March.
    16. Emmanouil Ntanos & Gerasimos Dimitriou & Vassilis Bekiaris & Charalampos Vassiliou & Kostas Kalaboukas & Dimitris Askounis, 2018. "A model-driven software engineering workflow and tool architecture for servitised manufacturing," Information Systems and e-Business Management, Springer, vol. 16(3), pages 683-720, August.
    17. Pejvak Oghazi & Rana Mostaghel, 2018. "Circular Business Model Challenges and Lessons Learned—An Industrial Perspective," Sustainability, MDPI, vol. 10(3), pages 1-19, March.
    18. Natasa Gajic & Mehraz Boolaky, 2015. "Impact of Technical Support on Customer Satisfaction," SAGE Open, , vol. 5(4), pages 21582440156, October.
    19. Faridah Djellal & Faïz Gallouj, 2018. "Services, service innovation and the ecological challenge," Chapters, in: Faïz Gallouj & Faridah Djellal (ed.), A Research Agenda for Service Innovation, chapter 2, pages 27-45, Edward Elgar Publishing.
    20. Akbar, Payam & Hoffmann, Stefan, 2020. "Creating value in product service systems through sharing," Journal of Business Research, Elsevier, vol. 121(C), pages 495-505.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:10:y:2018:i:4:p:911-:d:137405. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.