IDEAS home Printed from https://ideas.repec.org/a/pal/palcom/v11y2024i1d10.1057_s41599-023-02500-5.html
   My bibliography  Save this article

Linear and nonlinear relationships between instructional leadership and teacher professional learning through teacher self-efficacy as a mediator: a partial least squares analysis

Author

Listed:
  • Lei Mee Thien

    (Universiti Sains Malaysia)

  • Peng Liu

    (University of Manitoba)

Abstract

Although the investigation of instructional leadership and teacher professional learning is well-documented in the literature, one overlooked question concerns the linear and nonlinear relationships between these two variables. This study aims to examine the linear and nonlinear relationships of principal instructional leadership on teacher professional learning through teacher self-efficacy as a mediator. This study has collected 335 teacher samples encompassing both primary and secondary school levels in Penang, Malaysia. The analysis of data utilised partial least-squares structural equation modelling. The findings indicated a significant positive linear relationship between instructional leadership and teacher-professional learning. Likewise, there exists a significant mediating effect of teacher self-efficacy between instructional leadership on teacher professional learning. There exists a significant nonlinear relationship between principal instructional leadership on teacher self-efficacy and teacher professional learning respectively. The structural model exhibits a significantly high level of predictive power for in-sample and out-of-sample. This study offers theoretical and methodological advancements in comprehending the complex relationships between instructional leadership and teacher outcomes. It proposes that forthcoming studies could adopt a combination of linear and non-linear relationships to achieve robust empirical findings.

Suggested Citation

  • Lei Mee Thien & Peng Liu, 2024. "Linear and nonlinear relationships between instructional leadership and teacher professional learning through teacher self-efficacy as a mediator: a partial least squares analysis," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-13, December.
    • Handle: RePEc:pal:palcom:v:11:y:2024:i:1:d:10.1057_s41599-023-02500-5
    DOI: 10.1057/s41599-023-02500-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/s41599-023-02500-5
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1057/s41599-023-02500-5?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. Jiazhe Li & Philip Wing Keung Chan & Yongmei Hu, 2023. "The Effects of Principals’ Instructional Leadership on Primary School Students’ Academic Achievement in China: Evidence from Serial Multiple Mediating Analysis," Sustainability, MDPI, vol. 15(3), pages 1-15, February.
    2. Ismail Hussein Amzat & Prima Gusti Yanti & Suswandari Suswandari, 2022. "Estimating the Effect of Principal Instructional and Distributed Leadership on Professional Development of Teachers in Jakarta, Indonesia," SAGE Open, , vol. 12(3), pages 21582440221, July.
    3. Marko Sarstedt & Christian M Ringle & Jun-Hwa Cheah & Hiram Ting & Ovidiu I Moisescu & Lacramioara Radomir, 2020. "Structural model robustness checks in PLS-SEM," Tourism Economics, , vol. 26(4), pages 531-554, June.
    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. Dafna Kariv & Carlo Giglio & Vincenzo Corvello, 2025. "Fostering Entrepreneurial intentions: exploring the interplay of education and endogenous factors," International Entrepreneurship and Management Journal, Springer, vol. 21(1), pages 1-27, December.
    2. Nham Tuan Phong & Nguyen Tuyet-Mai & Tran Nam Hoai & Nguyen Hao Anh, 2020. "Knowledge sharing and innovation capability at both individual and organizational levels: An empirical study from Vietnam’s telecommunication companies," Management & Marketing, Sciendo, vol. 15(2), pages 275-301, June.
    3. Majid Ghasemy & Isabel Maria Rosa-Díaz & James Eric Gaskin, 2021. "The Roles of Supervisory Support and Involvement in Influencing Scientists’ Job Satisfaction to Ensure the Achievement of SDGs in Academic Organizations," SAGE Open, , vol. 11(3), pages 21582440211, July.
    4. Sarstedt, Marko & Hair, Joseph F. & Cheah, Jun-Hwa & Becker, Jan-Michael & Ringle, Christian M., 2019. "How to specify, estimate, and validate higher-order constructs in PLS-SEM," Australasian marketing journal, Elsevier, vol. 27(3), pages 197-211.
    5. Antonia Madrid‐Guijarro & Antonio Duréndez, 2024. "Sustainable development barriers and pressures in SMEs: The mediating effect of management commitment to environmental practices," Business Strategy and the Environment, Wiley Blackwell, vol. 33(2), pages 949-967, February.
    6. Yohannes Mekonnen Yesuf & Demis Alamirew Getahun & Asemamaw Tilahun Debas, 2024. "Determinants of employees’ creativity: modeling the mediating role of organizational motivation to innovate," Journal of Innovation and Entrepreneurship, Springer, vol. 13(1), pages 1-25, December.
    7. Vera Gelashvili & Juan Gabriel Martínez-Navalón & Miguel Ángel Gómez-Borja, 2024. "Does the intensity of use of social media influence the economic sustainability of the university?," The Journal of Technology Transfer, Springer, vol. 49(1), pages 19-43, February.
    8. Svenja Damberg & Yide Liu & Christian M. Ringle, 2024. "Does culture matter? Corporate reputation and sustainable satisfaction in the Chinese and German banking sector," Journal of Marketing Analytics, Palgrave Macmillan, vol. 12(1), pages 6-24, March.
    9. Marzi, Giacomo & Fakhar Manesh, Mohammad & Caputo, Andrea & Pellegrini, Massimiliano Matteo & Vlačić, Božidar, 2023. "Do or do not. Cognitive configurations affecting open innovation adoption in SMEs," Technovation, Elsevier, vol. 119(C).
    10. 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.
    11. M. R. Ibrahim, 2023. "The Missing Link: Exploring the Relationship Between Transformational Leadership and Change in team members in Construction," Papers 2305.13121, arXiv.org.
    12. Manzi-Puertas, Mario A. & Agirre-Aramburu, Izaskun & López-Pérez, Sain, 2024. "Navigating the student entrepreneurial journey: Dynamics and interplay of resourceful and innovative behavior," Journal of Business Research, Elsevier, vol. 174(C).
    13. An, Siyang & Cheung, Chi Fai & Willoughby, Kelvin W., 2024. "A gamification approach for enhancing older adults' technology adoption and knowledge transfer: A case study in mobile payments technology," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
    14. 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.
    15. Rainer Schlittgen & Marko Sarstedt & Christian M. Ringle, 2020. "Data generation for composite-based structural equation modeling methods," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 14(4), pages 747-757, December.
    16. Cassia, Fabio & Magno, Francesca, 2024. "The value of self-determination theory in marketing studies: Insights from the application of PLS-SEM and NCA to anti-food waste apps," Journal of Business Research, Elsevier, vol. 172(C).
    17. Maya Vachkova & Arsalan Ghouri & Haidy Ashour & Normalisa Binti Md Isa & Gregory Barnes, 2023. "Big data and predictive analytics and Malaysian micro-, small and medium businesses," SN Business & Economics, Springer, vol. 3(8), pages 1-28, August.
    18. Gala-Velásquez, Bernardo De la & Ruiz-Ortega, María José & García-Villaverde, Pedro Manuel & Hurtado-Palomino, Américo, 2024. "Can ambidexterity lead to pioneering orientation in adverse situations? A new approach about when and how," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
    19. Shubashini Rathina Velu & Abdullah Al Mamun & Thavamaran Kanesan & Naeem Hayat & Sharmini Gopinathan, 2019. "Effect of Information System Artifacts on Organizational Resilience: A Study among Malaysian SMEs," Sustainability, MDPI, vol. 11(11), pages 1-23, June.
    20. Viktor Fredrich & Siegfried Gudergan & Ricarda B. Bouncken, 2022. "Dynamic Capabilities, Internationalization and Growth of Small- and Medium-Sized Enterprises: The Roles of Research and Development Intensity and Collaborative Intensity," Management International Review, Springer, vol. 62(4), pages 611-642, August.

    More about this item

    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:pal:palcom:v:11:y:2024:i:1:d:10.1057_s41599-023-02500-5. 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: https://www.nature.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.