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International Journal of Academic Research in Progressive Education and Development

Open Access Journal

ISSN: 2226-6348

Specifying Servant Leadership as Reflective-Formative Hierarchical Component Models (HCM) in the Context of PLS-SEM

Kamariah Md Salleh, Ahmad Tajuddin Othman, Abdul Ghani Kanesan Abdullah

http://dx.doi.org/10.6007/IJARPED/v10-i2/9796

Open access

Using the Partial Least Squares-Structural Equation Modelling (PLS-SEM) approach, this paper explains the method of validating Servant Leadership (SL) as a reflective-formative construct. Conceptual Skills, Empowerment, Subordinate Growth, Subordinate Prioritization, Ethical Behaviour, Emotional Healing and Creating Value for the community are the seven dimensions of this higher order latent variable. As each Servant Leadership dimension represents a separate concept, these dimensions are therefore not conceptually integrated and do not share a common cause among themselves. Thus, this paper suggests that these dimensions are to be assessed as formative construct to Servant Leadership to fill the methodological gap. In another word, the instrument is measured as a reflective-formative Hierarchical Component Models (HCM). For data analysis purpose, SPSS version 26.0 and Smart-PLS software were used. As this is a result of a pilot study with a rather small sample size, it is recommended to use PLS-SEM as a promising tool, not only for factor analysis but for a complex, hierarchical or higher order model as well. The results of this paper has successfully provided the empirical evidence for Servant Leadership to be considered as the reflective-formative HCM via the assessment of the Measurement Model accordingly. The key implication is that it had highlighted useful guidelines to aid researchers in assessing Servant Leadership as a reflective-formative HCM and the benefits in implementing it. Researchers could report reliable findings about the relationships between the variables of Servant Leadership if they measured the principle of Servant Leadership in the best manner.

Asnani Bahari and Norsiah Mat (2017), "Pengaruh kepimpinan servant ke atas gelagat kewarganegaraan organisasi dalam kalangan guru: satu model konsepsual", Journal of Humanities, Language, Culture and Business, Vol.1 No. 3, pp. 44-54.
Barbuto, J. E. and Wheeler, D. (2006), "Scale development and construct clarification of servant leadership", Group & Organization Management, Vol. 31, pp. 300-326.
Becker, J. M., Klein, K. and Wetzels, M. (2012), "Hierarchical Latent Variable Models in PLS-SEM: Guidelines for Using Reflective-Formative Type Models", Long Range Planning, Vol. 45 No.5-6, pp. 359-394. https://doi.org/10.1016/j.lrp.2012.10.001
Blair, E.E. and Deckman, S.L. (2019), "We cannot imagine’: US preservice teachers’ othering of trans and gender creative student experiences", Teaching and Teacher Education, Vol. 86, pp. 1-13. https://doi.org/10.1016/j.tate.2019.102915
Brohi, N. A., Jantan, A. H., Qureshi, M. A., Bin Jaffar, A. R., Bin Ali, J. and Ab Hamid, K. Bin. (2018), "The impact of servant leadership on employees attitudinal and behavioural outcomes", Cogent Business and Management, Vol. 5.
https://doi.org/10.1080/23311975.2018.1542652
Eva, N., Robin, M., Sendjaya, S., van Dierendonck, D. and Liden, R. C. (2019). "Servant Leadership: A systematic review and call for future research", Leadership Quarterly, Vol. 30 No. 1, pp. 111–132. https://doi.org/10.1016/j.leaqua.2018.07.004
Hair Jr, J., Hult, G. T., Ringle, C. and Sarstedt, M. (2017), A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM), Sage Publications. Los Angeles, LA.
Izani Ibrahim and Yahya Don. (2014), "Kepimpinan servant dan pengaruhnya terhadap pengurusan perubahan di sekolah", Jurnal Pendidikan Malaysia, Vol. 39 No. 1, pp. 19-26.
Krzeminska, A., Lim, J. and Härtel, C. E. J. (2018), "Psychological capital and occupational stress in emergency services teams: Empowering effects of servant leadership and workgroup emotional climate", Research on Emotion in Organizations, Vol. 14, pp. 189-215. https://doi.org/10.1108/S1746-979120180000014017
Langhof, J. G. and Güldenberg, S. (2019), "Servant Leadership: A systematic literature review-toward a model of antecedents and outcomes", German Journal of Human Resource Management, pp. 1-37. https://doi.org/10.1177/2397002219869903
Liden, R. C., Wayne, S. J., Zhao, H. and Henderson, D. (2008), "Servant leadership: Development of a multidimensional measure and multi-level assessment", Leadership Quarterly, Vol. 19 No. 2, pp. 161-177. https://doi.org/10.1016/j.leaqua.2008.01.006
Mustam, N. and Najam, U. (2020). "Servant Leadership: A bibliometric Review", International Journal of Organizational Leadership, pp. 138-155. https://doi.org/10.33844/ijol.2020.60501
Noland, A. and Richards, K. (2015). "Servant Teaching: An Exploration of Teacher Servant Leadership on Student Outcomes", Journal of the Scholarship of Teaching and Learning, Vol. 15 No. 6, pp. 16-38. https://doi.org/10.14434/josotl.v15i6.13928
Perna, B. S. (2018), Exploring Organizational and Professional Commitment , Servant Leadership , Occupational Stress , and Humor Perspectives?: How Nurses Manage. Dissertations. 1522. https://aquila.usm.edu/dissertations/1522
Sarstedt, M., Hair, J. F., Cheah, J. H., Becker, J. M. and Ringle, C. M. (2019), "How to specify, estimate, and validate higher-order constructs in PLS-SEM", Australasian Marketing Journal, Vol. 27 No. 3, pp. 197-211. https://doi.org/10.1016/j.ausmj.2019.05.003
Tehseen, S., Qureshi, Z. H., Johara, F. and Thurasamy, R. (2019), "Assessing perceived business success as a reflective-formative (Type II) second-order construct using PLS-SEM approach", Journal of Sustainability Science and Management, Vol. 14 N0. 5, pp. 84-114.
Wu, H., Qiu, S., Dooley, L. M. and Congying, M. (2020), "The relationship between challenge and hindrance stressors and emotional exhaustion: The moderating role of perceived servant leadership", International Journal of Environmental Research and Public Health, Vol. 17 No. 1. https://doi.org/10.3390/ijerph17010282
Zhang, Y., Zheng, Y., Zhang, L., Xu, S., Liu, X. and Chen, W. (2021), "A meta-analytic review of the consequences of servant leadership: The moderating roles of cultural factors", Asia Pacific Journal of Management, Vol. 38 No. 1, pp. 371-400. https://doi.org/10.1007/s10490-018-9639-z

In-Text Citation: (Salleh et al., 2021)
To Cite this Article: Salleh, K. M., Othman, A. T., & Abdullah, A. G. K. (2021). Specifying Servant Leadership as Reflective-Formative Hierarchical Component Models (HCM) in the Context of PLS-SEM. International Journal of Academic Research in Progressive Education and Development, 10(2), 374–391.