IDEAS home Printed from https://ideas.repec.org/a/spr/alstar/v107y2023i1d10.1007_s10182-021-00417-5.html
   My bibliography  Save this article

Component-based structural equation modeling for the assessment of psycho-social aspects and performance of athletes

Author

Listed:
  • Rosa Fabbricatore

    (University of Naples Federico II)

  • Maria Iannario

    (University of Naples Federico II)

  • Rosaria Romano

    (University of Naples Federico II)

  • Domenico Vistocco

    (University of Naples Federico II)

Abstract

Recent studies have pointed out the effect of personality traits on athletes’ performance and success; however, fewer analyses have focused the relation among these features and specific athletic behaviors, skills, and strategies to enhance performance. To fill this void, the present paper provides evidence on what personality traits mostly affect athletes’ mental skills and, in turn, their effect on the performance of a sample of elite swimmers. The main findings were obtained by exploiting a component-based structural equation modeling which allows to analyze the relationships among some psychological constructs, measuring personality traits and mental skills, and a construct measuring sports performance. The partial least squares path modeling was employed, as it is the most recognized method among the component-based approaches. The introduced method simultaneously encompasses latent and emergent variables. Rather than focusing only on objective behaviors or game/race outcomes, such an approach evaluates variables not directly observable related to sport performance, such as cognition and affect, considering measurement error and measurement invariance, as well as the validity and reliability of the obtained latent constructs. The obtained results could be an asset to design strategies and interventions both for coaches and swimmers establishing an innovative use of statistical methods for maximizing athletes’ performance and well-being.

Suggested Citation

  • Rosa Fabbricatore & Maria Iannario & Rosaria Romano & Domenico Vistocco, 2023. "Component-based structural equation modeling for the assessment of psycho-social aspects and performance of athletes," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 107(1), pages 343-367, March.
  • Handle: RePEc:spr:alstar:v:107:y:2023:i:1:d:10.1007_s10182-021-00417-5
    DOI: 10.1007/s10182-021-00417-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10182-021-00417-5
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10182-021-00417-5?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Monecke, Armin & Leisch, Friedrich, 2012. "semPLS: Structural Equation Modeling Using Partial Least Squares," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 48(i03).
    2. Tim McGarry, 2009. "Applied and theoretical perspectives of performance analysis in sport: Scientific issues and challenges," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 9(1), pages 128-140, April.
    3. Henseler, Jörg & Schuberth, Florian, 2020. "Using confirmatory composite analysis to assess emergent variables in business research," Journal of Business Research, Elsevier, vol. 120(C), pages 147-156.
    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. Taleb S. T. Taleb & Norashidah Hashim & Norria Zakaria, 2023. "Entrepreneurial Leadership and Entrepreneurial Success: The Mediating Role of Entrepreneurial Opportunity Recognition and Innovation Capability," Sustainability, MDPI, vol. 15(7), pages 1-17, March.
    2. José Roberto Frega & Alex Antonio Ferraresi & Carlos Olavo Quandt & Claudimar Pereira da Veiga, 2018. "Relationships Among Knowledge Management, Organisational Innovativeness and Performance: Covariance-Based Versus Partial Least-Squares Structural Equation Modelling," Journal of Information & Knowledge Management (JIKM), World Scientific Publishing Co. Pte. Ltd., vol. 17(01), pages 1-19, March.
    3. Bart Neuts & Senne Kimps & Jan van der Borg, 2021. "Resident Support for Tourism Development: Application of a Simplified Resident Empowerment through Tourism Scale on Developing Destinations in Flanders," Sustainability, MDPI, vol. 13(12), pages 1-19, June.
    4. Yan, Ruihe & Gong, Xiang, 2022. "Peer-to-peer accommodation platform affordance: Scale development and empirical investigation," Journal of Business Research, Elsevier, vol. 144(C), pages 922-938.
    5. Maniyassouwe Amana & Pingfeng Liu & Mona Alariqi, 2022. "Value Creation and Capture with Big Data in Smart Phones Companies," Sustainability, MDPI, vol. 14(23), pages 1-22, November.
    6. Garcia-Perez, Alexeis & Cegarra-Navarro, Juan Gabriel & Sallos, Mark Paul & Martinez-Caro, Eva & Chinnaswamy, Anitha, 2023. "Resilience in healthcare systems: Cyber security and digital transformation," Technovation, Elsevier, vol. 121(C).
    7. Sergio Venturini & Mehmet Mehmetoglu, 2024. "Structural equation modeling with partial least squares using Stata," Italian Stata Users' Group Meetings 2024 01, Stata Users Group.
    8. Maksym Koghut & Omar AI-Tabbaa, 2021. "Exploring Consumers’ Discontinuance Intention of Remote Mobile Payments during Post-Adoption Usage: An Empirical Study," Administrative Sciences, MDPI, vol. 11(1), pages 1-33, February.
    9. Rafael Becerra-Vicario & Daniel Ruiz-Palomo & Ana León-Gómez & José Manuel Santos-Jaén, 2023. "The Relationship between Innovation and the Performance of Small and Medium-Sized Businesses in the Industrial Sector: The Mediating Role of CSR," Economies, MDPI, vol. 11(3), pages 1-18, March.
    10. Anan F. Srouji & Suzan R. Abed & Madher E. Hamdallah, 2019. "Banks performance and customers' satisfaction in relation to corporate social responsibility: mediating customer trust and spiritual leadership: what counts!," International Journal of Business Innovation and Research, Inderscience Enterprises Ltd, vol. 19(3), pages 358-384.
    11. Irma Cristina Espitia Moreno & Betzabé Ruiz Morales & Víctor G. Alfaro-García & Marco A. Miranda-Ackerman, 2024. "Agri-Food Management and Sustainable Practices: A Fuzzy Clustering Application Using the Galois Lattice," Mathematics, MDPI, vol. 12(13), pages 1-14, June.
    12. Sarstedt, Marko & Hair, Joseph F. & Ringle, Christian M. & Thiele, Kai O. & Gudergan, Siegfried P., 2016. "Estimation issues with PLS and CBSEM: Where the bias lies!," Journal of Business Research, Elsevier, vol. 69(10), pages 3998-4010.
    13. Manish Mohan Baral & Subhodeep Mukherjee & Rajesh Kr Singh & Venkataiah Chittipaka & Yigit Kazancoglu, 2023. "Exploring antecedents for the circular economy capability of micro, small and medium enterprises: An empirical study," Business Strategy and the Environment, Wiley Blackwell, vol. 32(8), pages 5785-5806, December.
    14. Yating Tian & Qeis Kamran, 2021. "A Review of Antecedents and Effects of Loyalty on Food Retailers toward Sustainability," Sustainability, MDPI, vol. 13(23), pages 1-18, December.
    15. Adriano Alves Teixeira & Tiago E. C. Moraes & Talita Borges Teixeira & Rosane A. G. Battistelle & Elton Gean Araújo & Quintino Augusto Có de Seabra, 2023. "The Role of Green Supply Chain Management Practices on Environmental Performance of Firms: An Exploratory Survey in Brazil," Sustainability, MDPI, vol. 15(15), pages 1-19, August.
    16. Marko Sarstedt & Jun-Hwa Cheah, 2019. "Partial least squares structural equation modeling using SmartPLS: a software review," Journal of Marketing Analytics, Palgrave Macmillan, vol. 7(3), pages 196-202, September.
    17. Liandi Van den Berg, 2019. "The variance of information management by South African sport coaches within different competitive levels," Proceedings of International Academic Conferences 9912356, International Institute of Social and Economic Sciences.
    18. Braune, Eric & Sahut, Jean-Michel & Teulon, Fréderic, 2020. "Intangible capital, governance and financial performance," Technological Forecasting and Social Change, Elsevier, vol. 154(C).
    19. Liu, Yuqing & Schuberth, Florian & Liu, Yide & Henseler, Jörg, 2022. "Modeling and assessing forged concepts in tourism and hospitality using confirmatory composite analysis," Journal of Business Research, Elsevier, vol. 152(C), pages 221-230.
    20. Donny Oktavian Syah, 2019. "Identifying vertical partnership among automotive component companies: empirical evidence from automotive industry in Jabodetabek, Indonesia," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 8(1), pages 1-25, December.

    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:spr:alstar:v:107:y:2023:i:1:d:10.1007_s10182-021-00417-5. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.