Exploring Competence as a Moderating Factor in the Relationship Between Training, Education, and Employee Performance

Authors

  • Muhlis Universitas Islam Negeri Syarif Hidayatullah Jakarta, Indonesia
  • Ibnu Qizam Universitas Islam Negeri Syarif Hidayatullah Jakarta, Indonesia
  • Erika Amelia Universitas Islam Negeri Syarif Hidayatullah Jakarta, Indonesia
  • Yusar Sagara Universitas Islam Negeri Syarif Hidayatullah Jakarta, Indonesia
  • Ajib Akbar Velayaty Philippine Christian University, Philippines

DOI:

https://doi.org/10.51278/aj.v8i1.2293

Keywords:

Employee Performance, Training Education, Islamic Banks

Abstract

This study examines the effects of education and training on employee performance and evaluates the moderating role of competency in the Islamic banking sector in the digital era. A quantitative approach was employed, with data collected through validated and reliable questionnaires from 100 employees of Bank Muamalat Indonesia Makassar. Data were analyzed using multiple linear regression and Moderated Regression Analysis (MRA). The results indicate that education and training have positive and significant effects on employee performance, with training demonstrating a stronger influence. These findings support Human Capital Theory, which emphasizes education and training as strategic investments to enhance productivity and professional capability. However, competency was not found to moderate the relationships between education, training, and performance, suggesting that individual competency does not necessarily strengthen the effectiveness of human capital investments. This finding highlights the importance of organizational systems and contextual alignment in optimizing human resource development. The study recommends that Islamic banking institutions implement structured education and value-based training to support sustainable performance. Future research is encouraged to involve broader samples across Islamic banking institutions, apply mixed-method approaches, and incorporate contextual factors such as religiosity or workplace spirituality to provide a more comprehensive understanding of employee development effectiveness.

References

Aboramadan, M. (2022). The effect of green HRM on employee green behaviors in higher education: the mediating mechanism of green work engagement. International Journal of Organizational Analysis, 30(1). https://doi.org/10.1108/IJOA-05-2020-2190

Ahmed, S., Ashrafi, D. M., Ahmed, R., Ahmed, E., & Azim, M. (2025). How employee engagement mediates the training and development and work–life balance towards job performance of the private banks? TQM Journal, 37(7). https://doi.org/10.1108/TQM-10-2023-0316

Al-Neimat, M. A. S., Al-Tayeb, S. M. A., Al-Rufou’, A. N. M., Al-Rufou’, M. S. Y., Al-Nuaimat, S. S. E., Al-Shabatat, S. M. Y., & Al-Qudah, N. A. A. (2023). The Effect of Training and Development Effectiveness on Jordanian Municipalities. International Journal of Professional Business Review, 8(10). https://doi.org/10.26668/businessreview/2023.v8i10.3881

Al-Romeedy, B. S., Tekin Ozbek, O., Tarinc, A., Eren, R., & Alshiha, A. A. (2025). The effect of talent management on work engagement and organizational performance: the mediating role of emotional intelligence. Journal of Hospitality and Tourism Insights, 8(7). https://doi.org/10.1108/JHTI-07-2024-0673

Andrade, C. (2024). Confounding by Indication, Confounding Variables, Covariates, and Independent Variables: Knowing What These Terms Mean and When to Use Which Term. Indian Journal of Psychological Medicine, 46(1). https://doi.org/10.1177/02537176241227586

Arredondo Montero, J. (2026). A Structured Guide to Univariate Test Selection Based on Normality, Variance Homogeneity, and Graphical Data Exploration. Journal of Surgical Research, 318. https://doi.org/10.1016/j.jss.2025.10.053

Bajaj, I., & Kaur, M. (2024). Validating Financial Knowledge Scale Using Item Response Theory. Vision, 28(2). https://doi.org/10.1177/09722629211001994

Bastian, G. E., Fitzgerald, N., Baker, S. S., & Palmer-Keenan, D. M. (2025). Validity and Reliability Assessment of a Food and Physical Activity Questionnaire for Adolescents From Low-Income Communities. Journal of Nutrition Education and Behavior, 57(2). https://doi.org/10.1016/j.jneb.2024.10.009

Basuki, N. (2023). Mengoptimalkan Modal Manusia: Strategi Manajemen Sumber Daya Manusia Yang Efektif Untuk Pertumbuhan Organisasi Yang Berkelanjutan. Komitmen: Jurnal Ilmiah Manajemen, 4(2). https://doi.org/10.15575/jim.v4i2.28606

Berenguer-Rico, V., & Nielsen, B. (2023). Normality testing after outlier removal. Econometrics and Statistics. https://doi.org/10.1016/j.ecosta.2023.06.001

Budhwar, P., Pereira, V., Mellahi, K., & Singh, S. K. (2019). The state of HRM in the Middle East: Challenges and future research agenda. Asia Pacific Journal of Management, 36(4). https://doi.org/10.1007/s10490-018-9587-7

Budimansyah, Bava. (2023). Penerapan Strategi Pengelolaan Sumber Daya Manusia Dalam Menghadapi Tantangan Globalisasi Industri. Jurnal Ilmiah Manajemen Ekonomi Dan Akuntansi (JIMEA), 1(2). https://doi.org/10.62017/jimea.v1i2.270

Cabarcos, M. , Á. López., Vázquez-Rodríguez, P., & Quiñoá-Piñeiro, L. M. (2022). An approach to employees’ job performance through work environmental variables and leadership behaviours. Journal of Business Research, 140. https://doi.org/10.1016/j.jbusres.2021.11.006

Caire, G., & Becker, G. S. (1967). Human Capital, A Theoretical and Empirical Analysis with Special Reference to Education. Revue Économique, 18(1). https://doi.org/10.2307/3499575

Carlin, J. B., & Moreno-Betancur, M. (2025). On the Uses and Abuses of Regression Models: A Call for Reform of Statistical Practice and Teaching. Statistics in Medicine, 44(13–14). https://doi.org/10.1002/sim.10244

Correa, V. S., Ferreira, W. S. de S., Cardoso, M., & Magalhães, M. A. de. (2025). The validity and reliability of case study research: a systematic review and framework. In Qualitative Market Research. https://doi.org/10.1108/QMR-01-2025-0002

Croucher, S. M., Kelly, S., & Zeng, C. (2025). Normality and Outliers. In Statistical Methods for Communication Studies. https://doi.org/10.4324/9781003500117-6

de Oliveira, T. W. G., Rubilar, R., Sanquetta, C. R., Corte, A. P. D., & Behling, A. (2021). Simultaneous estimation as an alternative to young eucalyptus aboveground biomass modeling in ecophysiological experiments. Acta Scientiarum - Agronomy, 43. https://doi.org/10.4025/ACTASCIAGRON.V43I1.52126

Deltomme, B., Gorissen, K., & Weijters, B. (2023). Measuring Pro-Environmental Behavior: Convergent Validity, Internal Consistency, and Respondent Experience of Existing Instruments. Sustainability (Switzerland), 15(19). https://doi.org/10.3390/su151914484

Dillon, A., & Mensah, E. (2024). Respondent biases in agricultural household surveys. Journal of Development Economics, 166. https://doi.org/10.1016/j.jdeveco.2023.103198

Edler, J., Blind, K., Kroll, H., & Schubert, T. (2023). Technology sovereignty as an emerging frame for innovation policy. Defining rationales, ends and means. Research Policy, 52(6). https://doi.org/10.1016/j.respol.2023.104765

Ford, H., Lewis, J., Tyros, V., Low, D. C., Bateman, W. R., Lee, Y., Sakadasariya, R., Rex, J., Oldfield, M., Davare, M., & Shaheen, A. F. (2025). The ExtRA Capacity Test: Reliability, validity and normative data of a new clinical tool for assessing shoulder muscle performance. Physiotherapy. https://doi.org/10.1016/j.physio.2025.101868

Gajenderan, V., Nawaz, N., Rangarajan, R., & Parayitam, S. (2023). The relationships between amotivation, employee engagement, introjected regulation, and intrinsic motivation: A double-layered moderated-mediation model. Heliyon, 9(10). https://doi.org/10.1016/j.heliyon.2023.e20493

Garaika, G. (2020). Impact of Training and Competence on Performance moderated by the Lecturer Career Development Program in Palembang, Indonesia. International Journal of Economics, Business and Accounting Research (IJEBAR), 4(03). https://doi.org/10.29040/ijebar.v4i03.1158

Gomes, G., Seman, L. O., Berndt, A. C., & Bogoni, N. (2022). The role of entrepreneurial orientation, organizational learning capability and service innovation in organizational performance. Revista de Gestao, 29(1). https://doi.org/10.1108/REGE-11-2020-0103

Groth, M., & Esmaeilikia, M. (2023). The impact of emotional labor strategy order effects on customer satisfaction within service episodes. European Journal of Marketing, 57(12). https://doi.org/10.1108/EJM-09-2021-0679

Gudmestad, A., & Metzger, T. A. (2025). Mixed-Effects Modeling with a Multinomial Dependent Variable. Language Learning, 75(1). https://doi.org/10.1111/lang.12667

Gunawan, H., . A., & Harma, R. (2024). Unlocking Work Motivation: How the Role of Training and Career Development Effectiveness. IOSR Journal of Business and Management, 26(9). https://doi.org/10.9790/487x-2609011118

Habib Rana, M., & Shaukat Malik, M. (2016). Human resource management from an Islamic perspective: a contemporary literature review. In International Journal of Islamic and Middle Eastern Finance and Management (Vol. 9, Number 1). https://doi.org/10.1108/IMEFM-01-2015-0002

Hao, L. N., Umar, M., Khan, Z., & Ali, W. (2021). Green growth and low carbon emission in G7 countries: How critical the network of environmental taxes, renewable energy and human capital is? Science of the Total Environment, 752. https://doi.org/10.1016/j.scitotenv.2020.141853

Ibrahim, M. A., Abdullah, A., Ismail, I. A., & Asimiran, S. (2024). Leadership at the helm: Essential skills and knowledge for effective management in Islamic Economics and Finance schools. Heliyon, 10(17). https://doi.org/10.1016/j.heliyon.2024.e36696

Irfan Fitriansyah, Moh., & Indiyati, D. (2025). The Effect Of Training And Competence On Employee Performance At Xyz Health Foundation. International Journal of Science, Technology & Management, 6(4). https://doi.org/10.46729/ijstm.v6i4.1241

Ismael, N. B., Othman, B. J., Gardi, B., Hamza, P. A., Sorguli, S., Aziz, H. M., Ahmed, S. A., Sabir, B. Y., Ali, B. J., & Anwar, G. (2021). The Role of Training and Development on Organizational effectiveness. International Journal of Engineering, Business and Management, 5(3). https://doi.org/10.22161/ijebm.5.3.3

J Sitepu, R., Absah, Y., & Harahap, H. (2022). The Effect of Recruitment, Training, and Competence on Employee Performance with Professionalism as a Mediation Variable at the Langkat Regency Inspectorate. International Journal of Research and Review, 9(8). https://doi.org/10.52403/ijrr.20220843

K, S., & S, Madhiyarsi. (2024). A Study on Effectiveness of Training and Development Program in Conserve Solutions. International Journal of Research Publication and Reviews, 5(3). https://doi.org/10.55248/gengpi.5.0324.0888

Mardiatmoko, G. (2020). Pentingnya Uji Asumsi Klasik Pada Analisis Regresi Linier Berganda (Studi Kasus Penyusunan Persamaan Allometrik Kenari Muda [Canarium Indicum L.]). Barekeng: Jurnal Ilmu Matematika Dan Terapan, 14(3). https://doi.org/10.30598/barekengvol14iss3pp333-342

Martin, A., Horvat, D., Jäger, A., & Pilav-Velić, A. (2025). The impact of top management team’s innovation orientation on organizational ambidexterity in transitional economies: Evidence from Bosnia and Herzegovina. Technology in Society, 82. https://doi.org/10.1016/j.techsoc.2025.102939

Martínez Coronado, A., Lazarevich, I., Gutiérrez Tolentino, R., Mejía Arias, M. Á., Leija Alva, G., & Radilla Vázquez, C. C. (2023). Construct Validity of a Questionnaire on Eating and Physical Activity Habits for Adolescents in Mexico City. Healthcare (Switzerland), 11(16). https://doi.org/10.3390/healthcare11162314

Masselus, L., & Fiala, N. (2024). Whom to ask? Testing respondent effects in household surveys. Journal of Development Economics, 168. https://doi.org/10.1016/j.jdeveco.2024.103265

Memmedova, K., & Ertuna, B. (2024). Development of a fuzzy Likert scales to measure variables in social sciences. Information Sciences, 654. https://doi.org/10.1016/j.ins.2023.119792

Monteiro, S., Ferreira, J. A., & Almeida, L. S. (2020). Self-perceived competency and self-perceived employability in higher education: the mediating role of career adaptability. Journal of Further and Higher Education, 44(3). https://doi.org/10.1080/0309877X.2018.1542669

Moorthy, J., Choi, S., & Bingi, P. (2024). Effectiveness of using feature films in organizational behavior education: an empirical investigation. International Journal of Educational Management, 38(5). https://doi.org/10.1108/IJEM-05-2023-0255

Morales-Oñate, V., & Morales Oñate, B. (2023). MTest: a Bootstrap Test for Multicollinearity. Revista Politecnica, 51(2). https://doi.org/10.33333/rp.vol51n2.05

Musfira, R. S., Karlina, N., & Susanti, E. (2022). Pengaruh Pelatihan Kompetensi Tenaga Pendidik Pendidikan Inklusif Terhadap Kinerja Guru Dalam Menyelenggarakan Pendidikan Inklusif Di SMPN 30 Bandung. Jane - Jurnal Administrasi Negara, 13(2). https://doi.org/10.24198/jane.v13i2.28703

Naseem, D. Z. A., & Azam, D. M. (2025). Staff Training and Islamic Banks Performance: Evidence from Pakistan. Al Basirah, 13(02). https://doi.org/10.52015/albasirah.v13i02.253

Nima, A. Al, Cloninger, K. M., Persson, B. N., Sikström, S., & Garcia, D. (2020). Validation of Subjective Well-Being Measures Using Item Response Theory. Frontiers in Psychology, 10. https://doi.org/10.3389/fpsyg.2019.03036

Paramsamy Kannan, V., & Barile, C. (2026). Significance of statistical testing and data integration in acoustic emission analysis. Applied Acoustics, 242. https://doi.org/10.1016/j.apacoust.2025.111099

Ponchio, M. C., Soni, M. J., Singha Mahapatra, M., & Sarkar, S. (2023). Using item response theory in the assessment of the financial well-being scale: an application in Brazil and India. International Journal of Bank Marketing, 41(7). https://doi.org/10.1108/IJBM-08-2022-0395

Portuguez-Castro, M., & Ramírez-Montoya, M. S. (2025). Transformative economies and complex Thinking: Enhancing sustainability competencies in business education. International Journal of Management Education, 23(3). https://doi.org/10.1016/j.ijme.2025.101223

Pujianto, S. (2024). Effectiveness of Employee Training and Development in Increasing Productivity and Innovation in Multinational Companies. Global International Journal of Innovative Research, 2(9). https://doi.org/10.59613/global.v2i9.325

Ramaian Vasantha, N., Bossman, A., & Iqbal, N. (2025). Empowering energy access: the influence of Islamic banking and Fintech on sustainable energy in MENA. International Journal of Islamic and Middle Eastern Finance and Management. https://doi.org/10.1108/IMEFM-01-2025-0019

Roche, L., Wolf, I., Coroama, V., & Finkbeiner, M. (2026). Advancing primary data-based social life cycle assessment: Methodological challenges and potential solutions. In Sustainable Production and Consumption (Vol. 63). https://doi.org/10.1016/j.spc.2026.01.001

Roddis, S., Winter, S., Zhao, F., & Kutadinata, R. (2019). Respondent preferences in travel survey design: An initial comparison of narrative, structured and technology-based travel survey instruments. Travel Behaviour and Society, 16. https://doi.org/10.1016/j.tbs.2019.03.003

Rumman, A. A., Al-Abbadi, L., & Alshawabkeh, R. (2020). The impact of human resource development practices on employee engagement and performance in Jordanian family restaurants. Problems and Perspectives in Management, 18(1). https://doi.org/10.21511/ppm.18(1).2020.12

Sari, A. E., Mas, N., & Wulandari, W. (2025). Peran Evaluasi Pelatihan dalam Memoderasi Kompetensi dan Motivasi terhadap Kinerja Pegawai Balai Besar Pelatihan Pertanian Ketindan. RIGGS: Journal of Artificial Intelligence and Digital Business, 4(2). https://doi.org/10.31004/riggs.v4i2.1427

Seyedrahimi-Niaraq, M., Mahdiyanfar, H., & Olyaee, M. hossein. (2025). Comparison of the performance of gradient boost, linear regression, decision tree, and voting algorithms to separate geochemical anomalies areas in the fractal environment. Artificial Intelligence in Geosciences, 6(2). https://doi.org/10.1016/j.aiig.2025.100156

Silva, V. H., & Duarte, A. P. (2025). The role of work engagement and psychological safety in how socially responsible human resources management affects employee voice behaviour. International Journal of Organizational Analysis, 33(8). https://doi.org/10.1108/IJOA-09-2024-4820

Sundus, K. I., Hammo, B. H., Al-Zoubi, M. B., & Al-Omari, A. (2022). Solving the multicollinearity problem to improve the stability of machine learning algorithms applied to a fully annotated breast cancer dataset. Informatics in Medicine Unlocked, 33. https://doi.org/10.1016/j.imu.2022.101088

Tan, X., Cheng, G., & Ling, M. H. (2025). Investigating the mediating role of TPACK on teachers’ AI competency and their teaching performance in higher education. Computers and Education: Artificial Intelligence, 9. https://doi.org/10.1016/j.caeai.2025.100461

Tsaknis, P. A., & Sahinidis, A. G. (2025). The Power of Knowledge in Shaping Entrepreneurial Intentions: Entrepreneurship Education in Sustainability. Sustainability (Switzerland), 17(15). https://doi.org/10.3390/su17156785

Velumani, P., Priyadharshini, B., Mukilan, K., & Shanmugapriya. (2022). A mass appraisal assessment study of land values using spatial analysis and multiple regression analysis model (MRA). Materials Today: Proceedings, 66. https://doi.org/10.1016/j.matpr.2022.07.224

Wang, Z., He, H., Zyryanov, S. K., Ziganshina, L. E., Ozaki, A., Dorofeeva, N., Lee, M. S., Florez, I. D., Ngeh, E., Sharma, A., Yudina, E. V., van Munster, B. C., Burgers, J. S., Babatunde, O. O., Chen, Y., & Estill, J. (2026). The use of guidelines in multimorbidity-related practice: an exploratory questionnaire survey. Journal of Clinical Epidemiology, 191. https://doi.org/10.1016/j.jclinepi.2025.112115

Yamashita, T. (2022). Analyzing Likert scale surveys with Rasch models. Research Methods in Applied Linguistics, 1(3). https://doi.org/10.1016/j.rmal.2022.100022

Yaqub, M., Sohil, F., Shabbir, J., & Sohail, M. U. (2024). Estimation of population distribution function in the presence of non-response using stratified random sampling. Communications in Statistics: Simulation and Computation, 53(5). https://doi.org/10.1080/03610918.2022.2078492

Yertas, M. (2024). The Role of Training and Continuous Development in Improving Employee Productivity and its Impact on Company Financial Performance. Atestasi : Jurnal Ilmiah Akuntansi, 7(2). https://doi.org/10.57178/atestasi.v7i2.1047

Downloads

Published

2026-04-01

How to Cite

Muhlis, Ibnu Qizam, Erika Amelia, Yusar Sagara, & Ajib Akbar Velayaty. (2026). Exploring Competence as a Moderating Factor in the Relationship Between Training, Education, and Employee Performance . Attractive : Innovative Education Journal, 8(1), 252–268. https://doi.org/10.51278/aj.v8i1.2293

Most read articles by the same author(s)

Obs.: This plugin requires at least one statistics/report plugin to be enabled. If your statistics plugins provide more than one metric then please also select a main metric on the admin's site settings page and/or on the journal manager's settings pages.