IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2021i9p4792-d542793.html
   My bibliography  Save this article

Identifying Research Topics and Trends in Asset Management for Sustainable Use: A Topic Modeling Approach

Author

Listed:
  • Hosang Jung

    (Asia Pacific School of Logistics, Inha University, Incheon 22212, Korea)

  • Boram Kim

    (Graduate School of Logistics, Inha University, Incheon 22212, Korea)

Abstract

Asset management is not new, and research has been conducted in private and public sectors on how to systematically maintain infrastructure or facilities for sustainable use and achieve the level of service desired by users or customers at the lowest life cycle costs. This research identifies the research topics and trends in asset management over the past 30 years. To this end, latent Dirichlet allocation, a topic modeling approach, was applied to articles published in engineering journals and investigated the following three research questions: (1) what have the key topics been for the past three decades? (2) what are the main activities and target sectors of asset management? (3) how have the research topics and keywords changed over the past three decades? The analysis shows that the target field of asset management has broadened while the main activities of asset management have been limited to several popular activities such as life cycle cost analysis and reliability analysis. Some implications and future research directions are also discussed.

Suggested Citation

  • Hosang Jung & Boram Kim, 2021. "Identifying Research Topics and Trends in Asset Management for Sustainable Use: A Topic Modeling Approach," Sustainability, MDPI, vol. 13(9), pages 1-14, April.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:9:p:4792-:d:542793
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/9/4792/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/13/9/4792/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Woocheol Kim & Gohar Feroz Khan & Jacob Wood & Muhammad Tariq Mahmood, 2016. "Employee Engagement for Sustainable Organizations: Keyword Analysis Using Social Network Analysis and Burst Detection Approach," Sustainability, MDPI, vol. 8(7), pages 1-11, July.
    Full references (including those not matched with items on IDEAS)

    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. Dixit, Aasheesh & Jakhar, Suresh Kumar, 2021. "Airport capacity management: A review and bibliometric analysis," Journal of Air Transport Management, Elsevier, vol. 91(C).
    2. Nadeem Shafique Butt & Ahmad Azam Malik & Muhammad Qaiser Shahbaz, 2021. "Bibliometric Analysis of Statistics Journals Indexed in Web of Science Under Emerging Source Citation Index," SAGE Open, , vol. 11(1), pages 21582440209, January.
    3. Kayoung Kim & Young Ho Byun & Donghyuk Lee & Noeon Park, 2019. "Understanding the Global Status of Particulate Matter with Respect to Research Topics and Research Networks," Sustainability, MDPI, vol. 11(20), pages 1-16, October.
    4. Qianqian Jin & Hongshu Chen & Ximeng Wang & Tingting Ma & Fei Xiong, 2022. "Exploring funding patterns with word embedding-enhanced organization–topic networks: a case study on big data," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(9), pages 5415-5440, September.
    5. Rawan Mazen Abukhait & Shaker Bani-Melhem & Rachid Zeffane, 2019. "Empowerment, Knowledge Sharing And Innovative Behaviours: Exploring Gender Differences," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 23(01), pages 1-28, January.
    6. Huixian Shen & Ivan Ka Wai Lai, 2022. "Souvenirs: A Systematic Literature Review (1981–2020) and Research Agenda," SAGE Open, , vol. 12(2), pages 21582440221, June.
    7. Seongyoun Hong & Taejung Park & Jaewon Choi, 2020. "Analyzing Research Trends in University Student Experience Based on Topic Modeling," Sustainability, MDPI, vol. 12(9), pages 1-11, April.
    8. Daniela Converso & Ilaria Sottimano & Giorgia Molinengo & Barbara Loera, 2019. "The Unbearable Lightness of the Academic Work: The Positive and Negative Sides of Heavy Work Investment in a Sample of Italian University Professors and Researchers," Sustainability, MDPI, vol. 11(8), pages 1-16, April.
    9. Yoonhee Park & Doo Hun Lim & Woocheol Kim & Hana Kang, 2020. "Organizational Support and Adaptive Performance: The Revolving Structural Relationships between Job Crafting, Work Engagement, and Adaptive Performance," Sustainability, MDPI, vol. 12(12), pages 1-14, June.
    10. Savin, Ivan & Ott, Ingrid & Konop, Chris, 2022. "Tracing the evolution of service robotics: Insights from a topic modeling approach," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    11. Chen, Guo & Xiao, Lu, 2016. "Selecting publication keywords for domain analysis in bibliometrics: A comparison of three methods," Journal of Informetrics, Elsevier, vol. 10(1), pages 212-223.
    12. Wu, Jia-Jhou & Chang, Sue-Ting, 2020. "Exploring customer sentiment regarding online retail services: A topic-based approach," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    13. Emilio Abad-Segura & Francisco Joaquín Cortés-García & Luis J. Belmonte-Ureña, 2019. "The Sustainable Approach to Corporate Social Responsibility: A Global Analysis and Future Trends," Sustainability, MDPI, vol. 11(19), pages 1-24, September.
    14. Guadalupe Vila-Vázquez & Carmen Castro-Casal & Dolores Álvarez-Pérez & Luisa Del Río-Araújo, 2018. "Promoting the Sustainability of Organizations: Contribution of Transformational Leadership to Job Engagement," Sustainability, MDPI, vol. 10(11), pages 1-17, November.
    15. Hanchen Jiang & Maoshan Qiang & Dongcheng Zhang & Qi Wen & Bingqing Xia & Nan An, 2018. "Climate Change Communication in an Online Q&A Community: A Case Study of Quora," Sustainability, MDPI, vol. 10(5), pages 1-17, May.
    16. Hewawasam Puwakpitiyage Rasika Priyankara & Fan Luo & Amer Saeed & Saviour Ayertey Nubuor & Mahabaduge Prasad Fernando Jayasuriya, 2018. "How Does Leader’s Support for Environment Promote Organizational Citizenship Behaviour for Environment? A Multi-Theory Perspective," Sustainability, MDPI, vol. 10(1), pages 1-20, January.
    17. 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.
    18. Yavuz Korkmazyurek, 2022. "Does Project Citizenship Behavior Leads Network Expansion? Gender-Based Comparison," SAGE Open, , vol. 12(2), pages 21582440221, April.
    19. Zhou, Yusheng & Wang, Xueqin & Yuen, Kum Fai, 2021. "Sustainability disclosure for container shipping: A text-mining approach," Transport Policy, Elsevier, vol. 110(C), pages 465-477.
    20. Reem S. Al-Mansoori & Muammer Koç, 2019. "Transformational Leadership, Systems, and Intrinsic Motivation Impacts on Innovation in Higher Education Institutes: Faculty Perspectives in Engineering Colleges," Sustainability, MDPI, vol. 11(15), pages 1-26, July.

    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:13:y:2021:i:9:p:4792-:d:542793. 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.