IDEAS home Printed from https://ideas.repec.org/a/gam/jstats/v8y2025i3p80-d1748047.html

Statistical Tools Application for Literature Review: A Case on Maintenance Management Decision-Making in the Steel Industry

Author

Listed:
  • Nuno Miguel de Matos Torre

    (Department of Production, Universidade Estadual Paulista, Av. Ariberto P. Cunha 333, Guaratingueta 12516-410, SP, Brazil)

  • Valerio Antonio Pamplona Salomon

    (Department of Production, Universidade Estadual Paulista, Av. Ariberto P. Cunha 333, Guaratingueta 12516-410, SP, Brazil)

  • Luis Ernesto Quezada

    (Department of Industrial Engineering, Universidad de Santiago de Chile, Av. Víctor Jara 3769, Santiago 9170020, Chile)

Abstract

Literature review plays a crucial role in research. This paper explores bibliometrics, which utilize statistical tools to evaluate the researcher’s scientific contributions. Its intent is to map frequently cited articles and authors, identify top sources, track publication years, explore keywords and their co-occurrences, and show article distribution by thematic area and country. Additionally, it provides a thematic map of relevance and progress, with special attention to interdisciplinary work. Finally, it also makes use of research findings in maintenance management decision-making, where the findings reveal that the literature provides valuable insights into the impact of the Analytic Hierarchy Process (AHP) method. Despite advancements in maintenance management, gaps persist in comprehensively addressing core themes, evolutionary trends, and future research directions. This research aims to bridge this gap by providing a detailed examination of the application of bibliometric analysis employing statistical tools to measure researchers’ scientific contributions, concerning the AHP method applications in maintenance management within the steel industry. The study confirmed that tools like VOSviewer and the Bibliometrix package in R can extract relevant information regarding bibliometric laws, helping us understand research patterns. These findings support strategic decision-making and the evaluation of scientific policies for researchers and institutions.

Suggested Citation

  • Nuno Miguel de Matos Torre & Valerio Antonio Pamplona Salomon & Luis Ernesto Quezada, 2025. "Statistical Tools Application for Literature Review: A Case on Maintenance Management Decision-Making in the Steel Industry," Stats, MDPI, vol. 8(3), pages 1-20, September.
    • Handle: RePEc:gam:jstats:v:8:y:2025:i:3:p:80-:d:1748047
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2571-905X/8/3/80/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2571-905X/8/3/80/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Henry Voos, 1974. "Lotka and information science," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 25(4), pages 270-272, July.
    2. Raminta Pranckutė, 2021. "Web of Science (WoS) and Scopus: The Titans of Bibliographic Information in Today’s Academic World," Publications, MDPI, vol. 9(1), pages 1-59, March.
    3. Ualison Rébula De Oliveira & Hilda Anatiely Donato Souza & Carlos Augusto Gabriel Menezes & Henrique Martins Rocha, 2023. "Straightening machine preventive maintenance intervention plan based on AHP: a case study in a steel company in Brazil," Operations Management Research, Springer, vol. 16(3), pages 1577-1593, September.
    4. Rajkumar B. Patil & San Kyeong & Michael Pecht & Rahul A. Gujar & Sandip Mane, 2025. "Assessment of Reliability Allocation Methods for Electronic Systems: A Systematic and Bibliometric Analysis," Stats, MDPI, vol. 8(1), pages 1-32, January.
    5. Gisleine Carmo & Luiz Flávio Felizardo & Valderí Castro Alcântara & Cristiane Aparecida Silva & José Willer Prado, 2023. "The impact of Jürgen Habermas’s scientific production: a scientometric review," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(3), pages 1853-1875, March.
    6. Almeida, J.A.S. & Pais, A.A.C.C. & Formosinho, S.J., 2009. "Science indicators and science patterns in Europe," Journal of Informetrics, Elsevier, vol. 3(2), pages 134-142.
    7. Luís Almeida, 2023. "Risk and Bankruptcy Research: Mapping the State of the Art," JRFM, MDPI, vol. 16(8), pages 1-18, August.
    8. Haobai Xue, 2024. "Temporal Evolution of Bradford Curves in Academic Library Contexts," Publications, MDPI, vol. 12(4), pages 1-17, October.
    9. Radosław Depczyński & Jim Secka & Katarzyna Cheba & Carlotta D’Alessandro & Katarzyna Szopik-Depczyńska, 2023. "Decision-Making Approach in Sustainability Assessment in Steel Manufacturing Companies—Systematic Literature Review," Sustainability, MDPI, vol. 15(15), pages 1-15, July.
    10. Saaty, Thomas L., 1990. "How to make a decision: The analytic hierarchy process," European Journal of Operational Research, Elsevier, vol. 48(1), pages 9-26, September.
    11. Nees Jan Eck & Ludo Waltman, 2017. "Citation-based clustering of publications using CitNetExplorer and VOSviewer," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(2), pages 1053-1070, May.
    12. Ya Shao & Qinxue Xu & Xi Wei, 2023. "Progress of Mine Land Reclamation and Ecological Restoration Research Based on Bibliometric Analysis," Sustainability, MDPI, vol. 15(13), pages 1-19, July.
    13. Jackson, Canek & Pascual, Rodrigo, 2021. "Joint pricing and maintenance strategies in availability-based product-service systems under different overhaul conditions," Reliability Engineering and System Safety, Elsevier, vol. 216(C).
    14. Suriyanti Suriyanti & Ahmad Firman & Nurlina Nurlina & Gunawan Bata Ilyas & Aditya Halim Perdana Kusuma Putra, 2020. "Planning Strategy of Operation Business and Maintenance by Analytical Hierarchy Process and Strength, Weakness, Opportunity, and Threat Integration for Energy Sustainability," International Journal of Energy Economics and Policy, Econjournals, vol. 10(4), pages 221-228.
    15. Pattnaik, Debidutta & Kumar, Satish & Burton, Bruce & Lim, Weng Marc, 2022. "Economic Modelling at thirty-five: A retrospective bibliometric survey," Economic Modelling, Elsevier, vol. 107(C).
    16. Uchendu Eugene Chigbu & Sulaiman Olusegun Atiku & Cherley C. Du Plessis, 2023. "The Science of Literature Reviews: Searching, Identifying, Selecting, and Synthesising," Publications, MDPI, vol. 11(1), pages 1-16, January.
    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. Nash Jett D. G. Reyes & Franz Kevin F. Geronimo & Heidi B. Guerra & Lee-Hyung Kim, 2023. "Bibliometric Analysis and Comprehensive Review of Stormwater Treatment Wetlands: Global Research Trends and Existing Knowledge Gaps," Sustainability, MDPI, vol. 15(3), pages 1-23, January.
    2. Nini Johana Marín-Rodríguez & Juan David González-Ruíz & Sergio Botero, 2025. "Towards New Strategies for Investing: Insights on Sustainable Exchange-Traded Funds (ETFs)," World, MDPI, vol. 6(1), pages 1-27, January.
    3. Merlyn Tjimuku & Sulaiman Olusegun Atiku, 2024. "Mapping Emotional Intelligence and Psychological Capital Research: A Bibliometric Analysis and Future Research Agenda," Businesses, MDPI, vol. 4(2), pages 1-24, April.
    4. Pablo Ortega Carrasco & Fabio Iannone & Vera Ferrón Vílchez & Francesco Testa, 2025. "Green public procurement as an effective way for sustainable development: A systematic literature review and bibliometric analysis," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(2), pages 2364-2391, April.
    5. Shome, Samik & Hassan, M. Kabir & Verma, Sushma & Panigrahi, Tushar Ranjan, 2023. "Impact investment for sustainable development: A bibliometric analysis," International Review of Economics & Finance, Elsevier, vol. 84(C), pages 770-800.
    6. Paola Campana & Riccardo Censi & Roberto Ruggieri & Carlo Amendola, 2025. "Smart Grids and Sustainability: The Impact of Digital Technologies on the Energy Transition," Energies, MDPI, vol. 18(9), pages 1-16, April.
    7. Emmanuel Jeffrey Dzage & György Norbert Szabados, 2024. "The Relationship of Corporate Social Responsibility with Business Performance—A Bibliometric Literature Review," Sustainability, MDPI, vol. 16(7), pages 1-25, March.
    8. Benjamin Tawiah & Emmanuel A. Ofori & Fei Bin, 2023. "Scientometric Review of Sustainable Fire-Resistant Polysaccharide-Based Composite Aerogels," Sustainability, MDPI, vol. 15(16), pages 1-34, August.
    9. Riccardo Censi & Paola Campana & Anna Maria Tarola & Roberto Ruggieri, 2025. "Digital Pathways Toward Sustainability in Agri-Food Waste: A Systematic Review," Resources, MDPI, vol. 14(8), pages 1-22, August.
    10. Mao Zhao & Wei Liu & Abu Naser Mohammad Saif & Bo Wang & Rasheda Akter Rupa & K. M. Anwarul Islam & S. M. Masudur Rahman & Nusrat Hafiz & Rehnuma Mostafa & Mohammad Anisur Rahman, 2023. "Blockchain in Online Learning: A Systematic Review and Bibliographic Visualization," Sustainability, MDPI, vol. 15(2), pages 1-22, January.
    11. Badr Moutik & John Summerscales & Jasper Graham-Jones & Richard Pemberton, 2023. "Life Cycle Assessment Research Trends and Implications: A Bibliometric Analysis," Sustainability, MDPI, vol. 15(18), pages 1-45, September.
    12. Flavio Martins & Maria Fatima Almeida & Rodrigo Calili & Agatha Oliveira, 2020. "Design Thinking Applied to Smart Home Projects: A User-Centric and Sustainable Perspective," Sustainability, MDPI, vol. 12(23), pages 1-27, December.
    13. Tripathy, Prajukta & Jena, Pabitra Kumar & Mishra, Bikash Ranjan, 2024. "Systematic literature review and bibliometric analysis of energy efficiency," Renewable and Sustainable Energy Reviews, Elsevier, vol. 200(C).
    14. Lutz Bornmann & Robin Haunschild & Sven E. Hug, 2018. "Visualizing the context of citations referencing papers published by Eugene Garfield: a new type of keyword co-occurrence analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 114(2), pages 427-437, February.
    15. Jochen Wulf, 2020. "Development of an AHP hierarchy for managing omnichannel capabilities: a design science research approach," Business Research, Springer;German Academic Association for Business Research, vol. 13(1), pages 39-68, April.
    16. Wu, Zhangsheng & Li, Yue & Wang, Rong & Xu, Xu & Ren, Dongyang & Huang, Quanzhong & Xiong, Yunwu & Huang, Guanhua, 2023. "Evaluation of irrigation water saving and salinity control practices of maize and sunflower in the upper Yellow River basin with an agro-hydrological model based method," Agricultural Water Management, Elsevier, vol. 278(C).
    17. Prodhan Mahbub Ibna Seraj & Blanka Klimova & Rubina Khan, 2024. "Visualizing Research Trends in English Language Teaching (ELT) From 2013 to 2022: A Bibliometric Analysis," SAGE Open, , vol. 14(2), pages 21582440241, May.
    18. Jackson, Canek & Pascual, Rodrigo & Kristjanpoller, Fredy, 2025. "Performance-based contract price negotiation with maintenance policies and limited resource allocation based on queueing and game theory," International Journal of Production Economics, Elsevier, vol. 285(C).
    19. D’Inverno, Giovanna & Carosi, Laura & Romano, Giulia & Guerrini, Andrea, 2018. "Water pollution in wastewater treatment plants: An efficiency analysis with undesirable output," European Journal of Operational Research, Elsevier, vol. 269(1), pages 24-34.
    20. Nermin Kişi, 2019. "A Strategic Approach to Sustainable Tourism Development Using the A’WOT Hybrid Method: A Case Study of Zonguldak, Turkey," Sustainability, MDPI, vol. 11(4), pages 1-19, February.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    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:jstats:v:8:y:2025:i:3:p:80-:d:1748047. 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.