PARTIAL LEAST SQUARES - MULTIGROUP ANALYSIS ON THE EFFECT OF LEADERSHIP ON WORK CULTURE AND LECTURER PERFORMANCE

  • Hairur Rahman Departement of Mathematics, Faculty of Science and Technology, Universitas Islam Maulana Malik Ibrahim, Indonesia https://orcid.org/0000-0002-9352-4836
  • Angga Dwi Mulyanto Departement of Mathematics, Faculty of Science and Technology, Universitas Islam Maulana Malik Ibrahim, Indonesia https://orcid.org/0000-0002-7068-5784
  • Sri Harini Departement of Mathematics, Faculty of Science and Technology, Universitas Islam Maulana Malik Ibrahim, Indonesia https://orcid.org/0000-0001-9664-027X
  • Fachrur Rozi Departement of Mathematics, Faculty of Science and Technology, Universitas Islam Maulana Malik Ibrahim, Indonesia https://orcid.org/0000-0002-6380-0297
  • Bambang Widjanarko Otok Departement of Statistics, Faculty of Science and Data Analytics, Institut Teknologi Sepuluh Nopember, Indonesia https://orcid.org/0000-0002-3150-2690
  • Jerry Dwi Trijoyo Purnomo Departement of Statistics, Faculty of Science and Data Analytics, Institut Teknologi Sepuluh Nopember, Indonesia https://orcid.org/0000-0001-5150-5066
Keywords: Leadership, Lecturer performance, Multigroup analysis, Partial least squares, Work culture

Abstract

Higher education institutions depend on leadership to build their organizational culture and achieve better employee performance. However, there remains limited understanding of how the impact of leadership may vary across institutional contexts. This research employs Partial Least Squares - Multigroup Analysis (PLS-MGA) to explore the effects of leadership on work culture and lecturer performance in two Indonesian universities: UIN Maulana Malik Ibrahim and IAIN Ponorogo. A multistage random sampling of 272 lecturers was conducted. The methodological approach allowed for a robust comparative analysis between the institutions. The results reveal that leadership exhibits powerful positive relationships with work culture and lecturer performance in both institutions. Leadership explains 38.7% of work culture variability at IAIN Ponorogo, but only 18.6% at UIN Maulana Malik Ibrahim. These findings underscore the need for context-sensitive leadership development strategies and provide a foundational contribution for future research in higher education leadership and performance.

Downloads

Download data is not yet available.

References

D. Suma and B. Siregar, “PERFORMANCE OF INDONESIAN HIGHER EDUCATION UNDER THE INFLUENCE OF ORGANIZATIONAL CULTURE AND LECTURER PERFORMANCE,” Strategic Management Business Journal, 2022, doi: https://doi.org/10.55751/smbj.v2i02.48.

I. M. Dewi, L. G. Meydianawathi, N. M. A. Purnami, and N. M. D. Puspitawati, “ACADEMIC LEADERSHIP AND ORGANIZATIONAL EFFECTIVENESS IN CONTEXT OF HIGHER EDUCATION,” International Research Journal of Management, IT and Social Sciences, vol. 7, pp. 171–187, 2020, doi: 10.21744/IRJMIS.V7N5.988.

M. O. Meditamar, E. Sujadi, E. Rasmita, and Sujadi, “TRANSFORMATIONAL LEADERSHIP, ORGANIZATIONAL CITIZENSHIP BEHAVIOUR, AND PERFORMANCE AMONG LECTURERS AND ADMINISTRATIVE STAFF: A MULTIGROUP ANALYSIS,” Dirasah : Jurnal Studi Ilmu dan Manajemen Pendidikan Islam, 2024, doi: https://doi.org/10.58401/dirasah.v7i1.1112.

A. Dwi Mulyanto and N. Wayan Surya Wardhani, “MULTIGROUP MODERATION TEST IN GENERALIZED STRUCTURED COMPONENT ANALYSIS,” 2016. [Online]. Available: www.sem-gesca.org doi: https://doi.org/10.18860/ca.v4i2.3491

A. Hiswara, N. N. Sawitri, H. Hapzi, and Z. Rony, “LECTURER’S PERFORMANCE IN JAVA ISLAND IN REVIEW OF AND LECTURER PERFORMANCE IN REVIEW OF ORGANIZATIONAL CULTURE, MANAGEMENT EFFECTIVENESS AND ORGANIZATIONAL COMMITMENT,” West Science Interdisciplinary Studies, 2023, doi: https://doi.org/10.58812/wsis.v1i11.395.

M. Noor, L. Kustiani, and F. Supanto, “BOOSTING LECTURERS PERFORMANCE THROUGH LEADERSHIP DEVELOPMENT AND ORGANIZATIONAL CULTURE,” East African Scholars Journal of Economics, Business and Management, 2023, doi: https://doi.org/10.36349/easjebm.2023.v06i07.008.

K. Atikah and N. Qomariah, “THE EFFECT OF LEADERSHIP STYLE AND ORGANIZATIONAL CULTURE AND WORK MOTIVATION ON LECTURER PERFORMANCE,” JURNAL MANAJEMEN DAN BISNIS INDONESIA, 2021, doi: https://doi.org/10.32528/jmbi.v6i2.4088.

S. Benmira and M. Agboola, “EVOLUTION OF LEADERSHIP THEORY,” BMJ Leader, vol. 5, pp. 3–5, 2021, doi: https://doi.org/10.1136/leader-2020-000296.

M. Helmold, “LEADERSHIP AND EMPOWERMENT,” in The Nation of Nurses, 2020. doi: https://doi.org/10.1007/978-3-030-46981-8_6.

C. van Diggele, A. W. Burgess, C. Roberts, and C. Mellis, “LEADERSHIP IN HEALTHCARE EDUCATION,” BMC Med Educ, vol. 20, 2020, doi: https://doi.org/10.1186/s12909-020-02288-x

R. Balcerzyk, J. Materac, and O. Holubnyk, “LEADERSHIP IN A THEORETICAL ASPECT,” Formation of Market Economy in Ukraine, 2019, doi: https://doi.org/10.30970/meu.2019.42.0.2934.

F. Karnes and S. M. Bean, Defining Leadership. 2021. doi: https://doi.org/10.4135/9781506312316.

A. Shukla and A. Nagpal, “THE INFLUENCE OF LEADERSHIP ON ORGANIZATIONAL CULTURE, COMMITMENT, AND WORK MOTIVATION,” Journal of Advanced Zoology, 2022, doi: https://doi.org/10.53555/jaz.v43i1.827.

I. A. Fadhilah, D. A. Nasution, L. S. Natalie, and L. I. Kolin, “INFLUENCE OF ORGANIZATIONAL CULTURE AND LEADERSHIP STYLE ON EMPLOYEE PERFORMANCE,” Jurnal Disrupsi Bisnis, 2024, doi: https://doi.org/10.32493/drb.v7i2.35467.

N. K. Katper, N. I. Chaudhry, M. N. Tunio, and M. Ali, “IMPACT OF LEADERSHIP STYLE AND ORGANIZATIONAL CULTURE ON ORGANIZATIONAL COMMITMENT,” 2020, doi: https://doi.org/10.30537/sijmb.v7i1.560.

M. Muhammad, C. Wibisono, A. Afrizal, D. Asep, I. Indrayani, and A. Husen, “THE EFFECT OF LEADERSHIP AND ORGANIZATIONAL CULTURE ON EMPLOYEE PERFORMANCE,” Frontiers in Business and Economics, 2022, doi: https://doi.org/10.56225/finbe.v1i2.89.

J. A. Rojak, S. Sanaji, A. D. Witjaksono, and A. Kistyanto, “THE INFLUENCE OF TRANSFORMATIONAL LEADERSHIP AND ORGANIZATIONAL CULTURE ON EMPLOYEE PERFORMANCE,” EDUKASIA: Jurnal Pendidikan dan Pembelajaran, 2024, doi: https://doi.org/10.62775/edukasia.v5i1.926.

A. Soares and M. P. Lopes, “ARE YOUR STUDENTS SAFE TO LEARN? THE ROLE OF LECTURER’S AUTHENTIC LEADERSHIP IN THE CREATION OF PSYCHOLOGICALLY SAFE ENVIRONMENTS AND THEIR IMPACT ON ACADEMIC PERFORMANCE,” Active Learning in Higher Education, vol. 21, pp. 65–78, 2020, doi: https://doi.org/10.1177/1469787417742023.

I. K. Ningrum, N. Mahmudah, M. S. Azim, and M. Saufi, “THE INFLUENCE OF LEADERSHIP AND WORK ENVIRONMENT ON LECTURER PERFORMANCE THROUGH JOB SATISFACTION,” Amwaluna: Jurnal Ekonomi dan Keuangan Syariah, 2024, doi: https://doi.org/10.29313/amwaluna.v8i2.3557.

A. de A. Sarmento, W. Supartha, D. K. Sintaasih, and G. Riana, “LECTURER PERFORMANCE IN HIGHER EDUCATION: TRANSFORMATIONAL LEADERSHIP, KNOWLEDGE SHARING, CHANGE ADAPTABILITY AND ITS RELATIONSHIP,” Pegem Journal of Education and Instruction, 2023, doi: https://doi.org/10.47750/pegegog.14.01.29.

N. Simanjuntak, “INFLUENCE OF ORGANIZATION AND LEADERSHIP ON LECTURER PERFORMANCE,” International Journal of Multidisciplinary Research and Analysis, 2021, doi: https://doi.org/10.47191/ijmra/v4-i9-04.

D. Mulyadi, “THE INFLUENCE OF LEADERSHIP AND MOTIVATION ON LECTURER PERFORMANCE,” 2021, doi: https://doi.org/10.33258/biohs.v3i1.399.

C. Tan, P. Liu, and W. F. Wong, “DIFFERENT PATTERNS OF RELATIONSHIPS BETWEEN PRINCIPAL LEADERSHIP AND 15-YEAR-OLD STUDENTS’ SCIENCE LEARNING: HOW SCHOOL RESOURCES, TEACHER QUALITY, AND SCHOOL SOCIOECONOMIC STATUS MAKE A DIFFERENCE,” Front Psychol, vol. 11, 2020, doi: https://doi.org/10.3389/fpsyg.2020.02257.

J. Yang, “RACIAL DIVERSITY INFLUENCES COMMUNITY LEADERSHIP IDENTITY DEVELOPMENT: HOMOGENEITY AS A BASELINE FOR MEASUREMENT,” International Journal of Educational Reform, 2024, doi: https://doi.org/10.1177/10567879241285035.

Z. H. Garfield, R. Hubbard, and E. Hagen, “EVOLUTIONARY MODELS OF LEADERSHIP,” Human Nature, vol. 30, pp. 23–58, 2019, doi: https://doi.org/10.1007/s12110-019-09338-4.

Z. Rong, Z.-X. Wu, X. Li, P. Holme, and G. Chen, “HETEROGENEOUS COOPERATIVE LEADERSHIP STRUCTURE EMERGING FROM RANDOM REGULAR GRAPHS,” Chaos, vol. 29, no. 10, p. 103103, 2019, doi: https://doi.org/10.1063/1.5120349.

Y. Kalish and G. Luria, “TRAITS AND TIME IN LEADERSHIP EMERGENCE: A LONGITUDINAL STUDY,” Leadership Quarterly, p. 101443, 2020, doi: https://doi.org/10.1016/j.leaqua.2020.101443.

N. Yavirach, “A COMPARISON OF PUBLIC AND PRIVATE UNIVERSITIES IN THAILAND WITH REFERENCE TO TRANSFORMATIONAL LEADERSHIP,” ERN: Culture & Leadership (Topic), p., 2009, doi: https://doi.org/10.2139/ssrn.1399922.

O. Kılıç, I. Boz, and U. Başer, “COMPARISON OF LEADERSHIP STYLES OF UNIVERSITY STUDENTS IN TERMS OF THEIR DEMOGRAPHIC CHARACTERISTICS,” Turk Tarim Arast Derg, p., 2020, doi: https://doi.org/10.19159/tutad.676527.

M. Trow, “COMPARATIVE REFLECTIONS ON LEADERSHIP IN HIGHER EDUCATION,” Eur J Educ, vol. 20, p. 143, 1985, doi: https://doi.org/10.2307/1502944.

S. Pawirosumarto, P. S. Katidjan, and A. D. Mulyanto, “PENGARUH COMPUTER SELF-EFFICACY TERHADAP KUALITAS SISTEM, KUALITAS INFORMASI, KUALITAS LAYANAN, PENGGUNAAN, KEPUASAN PENGGUNA, DAN DAMPAK INDIVIDU,” Jurnal Mix, vol. 5, no. 2, pp. 310–327, 2015.

N. Kock and P. Hadaya, “MINIMUM SAMPLE SIZE ESTIMATION IN PLS‐SEM: THE INVERSE SQUARE ROOT AND GAMMA‐EXPONENTIAL METHODS,” Information Systems Journal, vol. 28, pp. 227–261, 2018.doi: https://doi.org/10.1111/isj.12131

K. Boies, J. Fiset, and H. Gill, “COMMUNICATION AND TRUST ARE KEY: UNLOCKING THE RELATIONSHIP BETWEEN LEADERSHIP AND TEAM PERFORMANCE AND CREATIVITY,” Leadership Quarterly, vol. 26, pp. 1080–1094, 2015, doi: https://doi.org/10.1016/j.leaqua.2015.07.007.

B. Meyer et al., “WHAT GOOD LEADERS ACTUALLY DO: MICRO-LEVEL LEADERSHIP BEHAVIOUR, LEADER EVALUATIONS, AND TEAM DECISION QUALITY,” European Journal of Work and Organizational Psychology, vol. 25, pp. 773–789, 2016, doi: https://doi.org/10.1080/1359432X.2016.1189903.

J. Meng and B. K. Berger, “AN INTEGRATED MODEL OF EXCELLENT LEADERSHIP IN PUBLIC RELATIONS: DIMENSIONS, MEASUREMENT, AND VALIDATION,” Journal of Public Relations Research, vol. 25, pp. 141–167, 2013, doi: https://doi.org/10.1080/1062726X.2013.758583.

A. Xenikou and A. Furnham, “A CORRELATIONAL AND FACTOR ANALYTIC STUDY OF FOUR QUESTIONNAIRE MEASURES OF ORGANIZATIONAL CULTURE,” Human Relations, vol. 49, pp. 349–371, 1996, doi: https://doi.org/10.1177/001872679604900305.

R. A. Cooke and D. Rousseau, “BEHAVIORAL NORMS AND EXPECTATIONS,” Group Organ Manag, vol. 13, pp. 245–273, 1988, doi: https://doi.org/10.1177/105960118801300302.

J. A. Chatman and C. A. O’Reilly, “PARADIGM LOST: REINVIGORATING THE STUDY OF ORGANIZATIONAL CULTURE,” Res Organ Behav, vol. 36, pp. 199–224, 2016, doi: https://doi.org/10.1016/j.riob.2016.11.004.

P. Hardré, M. Cox, and S. Kollmann, “FACULTY PERFORMANCE STANDARDS: PATTERNS WITHIN DISCIPLINES IN THE RESEARCH UNIVERSITY,” J Fac Dev, vol. 24, p. 5, 2010.doi: https://doi.org/10.1080/02671520802348590

H. Han, “QUANTITATIVE EVALUATION OF FACULTY RESEARCH PRODUCTIVITY,” The Department Chair, 2021, doi: https://doi.org/10.1002/dch.30399.

J. Dul and C. Ceylan, “THE IMPACT OF A CREATIVITY‐SUPPORTING WORK ENVIRONMENT ON A FIRM’S PRODUCT INNOVATION PERFORMANCE,” Journal of Product Innovation Management, vol. 31, pp. 1254–1267, 2014, doi: https://doi.org/10.1111/jpim.12149.

J. Leitão, D. Pereira, and Â. Gonçalves, “QUALITY OF WORK LIFE AND ORGANIZATIONAL PERFORMANCE: WORKERS’ FEELINGS OF CONTRIBUTING, OR NOT, TO THE ORGANIZATION’S PRODUCTIVITY,” Int J Environ Res Public Health, vol. 16, 2019, doi: https://doi.org/10.3390/ijerph16203803.

J.-B. Lohmöller, LATENT VARIABLE PATH MODELING WITH PARTIAL LEAST SQUARES. Heidelberg: Springer-Verlag, 1989. doi: https://doi.org/10.1007/978-3-642-52512-4.

J. F. Hair, G. T. M. Hult, C. M. Ringle, and M. Sarstedt, A PRIMER ON PARTIAL LEAST SQUARES STRUCTURAL EQUATION MODELING (PLS-SEM), Third Edition. Thousand Oaks: SAGE Publication, Inc., 2022.doi: https://doi.org/10.1007/978-3-030-80519-7

L. Buga, “STRENGTHENING ORGANIZATIONAL BEHAVIOR UNDER THE CONDITIONS OF A TURBULENT ENVIRONMENT,” Management Strategies and Policies in the Contemporary Economy, 2023, doi: https://doi.org/10.53486/icspm2023.24.

A. Rouf, A. Supriyanto, S. Siswanto, and N. Asnawi, “WORK ENVIRONMENT AS MODERATING VARIABLE, IMPACT OF TRANSFORMATIONAL LEADERSHIP AND ORGANIZATIONAL CULTURE ON EMPLOYEE PERFORMANCE,” Equilibrium: Jurnal Ekonomi Syariah, 2022, doi: https://doi.org/10.21043/equilibrium.v10i2.17142.

Q. B. Baloch et al., “ROLE OF ORGANIZATIONAL ENVIRONMENT IN SUSTAINED ORGANIZATIONAL ECONOMIC PERFORMANCE,” Business Process Management Journal, vol. 28, pp. 131–149, 2021, doi: https://doi.org/10.1108/BPMJ-02-2021-0084.

S. Abujudeh, “EXAMINING THE IMPACTS OF ORGANIZATIONAL CULTURE AND LEADERSHIP STYLES ON THE ORGANIZATIONAL PERFORMANCE INDICATORS,” Acta Medicinae et Sociologica, 2020, doi: https://doi.org/10.19055/ams.2020.11/31/4.

O. Syafrudin, Y. Suryani, M. Algiani, and A. Filallba, “THE IMPACT OF TRANSFORMATIONAL LEADERSHIP, CAREER DEVELOPMENT, AND WORK ENVIRONMENT ON ORGANIZATIONAL COMMITMENT,” International Journal Administration, Business & Organization, 2024, doi: https://doi.org/10.61242/ijabo.24.412.

Published
2025-11-24
How to Cite
[1]
H. Rahman, A. Dwi Mulyanto, S. Harini, F. Rozi, B. Widjanarko Otok, and J. Dwi Trijoyo Purnomo, “PARTIAL LEAST SQUARES - MULTIGROUP ANALYSIS ON THE EFFECT OF LEADERSHIP ON WORK CULTURE AND LECTURER PERFORMANCE”, BAREKENG: J. Math. & App., vol. 20, no. 1, pp. 0041-0054, Nov. 2025.