The Moderating Role of Safety Leadership in the Relationship Between Safety Climate, Safety Behavior, and Safety Performance: Evidence from the Palm Oil Processing Industry in Indragiri Hulu, Riau, Indonesia

Rival Lino, Budiyanto B, Agustedi A

Abstract


This study examines the moderating role of safety leadership behavior in the relationship between safety climate, safety behavior, and safety performance in the palm oil processing industry in Indragiri Hulu Regency, Riau, Indonesia. A quantitative approach was employed using data collected from 329 unit leaders across various operational divisions. The data were analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM) with SmartPLS to assess both direct and moderating effects. The findings reveal that safety climate has a positive and significant impact on safety performance, indicating that organizational commitment to safety and risk awareness are critical determinants of effective safety outcomes. In contrast, safety behavior does not show a significant direct effect on safety performance, suggesting that individual compliance and participation alone are insufficient without strong organizational support. Furthermore, safety leadership behavior is found to strengthen the relationship between safety climate and safety performance, highlighting the important role of leadership in reinforcing safety-related perceptions and practices. However, safety leadership behavior does not moderate the relationship between safety behavior and safety performance. These results contribute to the development of followership theory by emphasizing the interaction between leadership and employee roles in achieving organizational safety goals. The study underscores the importance of integrating strong safety leadership with a supportive safety climate to enhance safety performance in high-risk industrial settings.


Keywords


Safety Performance, Safety Leadership Behavior, Safety Climate, Safety Behavior, Followership Theory.

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Aghaei.H, Z.S. Asadi, M.M. Aliabadi. 2020. The Relationships Among Occupational Safety Climate, Patient Safety Climate, and Safety Performance Based on Structural Equation Modeling. J Prev Med Public Health; 53:447-454.

Abbasi, M. et al. (2015) ‘Evaluation of workers unsafe behaviors using safety sampling method in an industrial Company’, Indian Journal of Science and Technology, 8(28), pp. 1–6. doi: 10.17485/ijst/2015/v8i28/84816.

Ahammad, T. (2015) ‘Safety Management in the Business-Industry’, Journal of Academic Reviews, 1(1), pp. 41–53. Ajmal, M. A., Isha, A. and Nordin, S. (2021) ‘Safety Management Practices and Occupational Health and Safety Performance: An Empirical Review’, Jinnah Business Review, 9(2), pp. 15–33. doi: 10.53369/dtoc3606.

Alberto, P. A. and Troutman, A. C. (2013) Applied behavior analysis procedures for teachers. Troutman, A. C.: Prentice Hall.

Armstrong M., 2001. ‘A Handbook of Human Resource Management Practice’, Work Study, 50 (4): 982, doi: 10.1108/ws.2001.07950dae.003.

Asamani, L. (2020) ‘Promote Safety Culture and Enhance Safety Performance through Safety Behaviour’, European Journal of Business and Management Research, 5(4), pp. 1– 11. doi: 10.24018/ejbmr.2020.5.4.405.

Askew, W. et al. (2016) Safety Management Systems Handbook, Risk-based, Management-led, Audit-driven, Safety Management Systems. Canada: ACI World Safety and Technical Standing Committee. doi: 10.1201/ 9781315394220-3.

Barling, J., Loughlin, C., Kelloway, E.K., 2002. Development and test of a model linking safety-specific transformational leadership and occupational safety. Journal of Applied Psychology 87 (3), 488–496.

Brand, L. M. (2010). Exploring a model of psychological fitness for work: are individual difference variables relevant in a model of safety performance? (Doctoral dissertation, James Cook University).

Çakıt, E. et al. (2019) ‘Assessment of the perceived safety culture in the petrochemical industry in Japan: A cross- sectional study’, PLoS ONE, 14(12), pp. 1–18. doi: 10.1371/journal.pone.0226416.

Clarke, S. 2012. ‘Safety leadership: A meta-analytic review of transformational and transactional leadership styles as antecedents of safety behaviors’, J. Occup. Organ. Psychol., 86 (1): 22–49, Mar. 2013, doi: 10.1111/j.2044- 8325.2012.02064.x.

Grill, M. et al. (2017) ‘Safety leadership at construction sites: The importance of rule- oriented and participative leadership’, Scandinavian Journal of Work, Environment and Health, 43(4), pp. 375–384. doi: 10.5271/sjweh.3650.

Hendriawan, E., Marlina, R., Hadian, M. H., Nuraeni, I. I., & Sun, S. (2026). Mapping International Collaboration and Research Hotspots in Educational Technology : A VOSviewer Analysis. Socius: Jurnal Penelitian Ilmu Ilmu Sosial, 3(6), 41–53.

Hilgers, R.-D., Heussen, N. and Stanzel, S. (2018) ‘Statistik, deskriptive’, in Lexikon der Medizinischen Laboratoriumsdiagnostik. doi: 10.1007/978-3-662-49054- 9_2900-1.

Clarke, S. 2006. The Relationship between Safety Climate and Safety Performance: A Meta-analytic Review. Journal of Occupational Health Psychology, 11(4), 315– 327.

Cooper, M. D., dan R.A. Phillips. 2004. Exploratory Analysis of the Safety Climate and Safety Behavior Relationship. Journal of Safety Research, 35(5), 497-512. https://doi.org/ 10.1016/j.jsr.2004.08.004.

Chen, W. T., C. W. Weng., S. T. Tu, dan N. H. Pan. 2018. The Impact of safety culture on Safety performance-A Case Study of Taiwan’s Construction Industry. The International Journal of Organizational Innovation 11(1): 1- 15.

Clarke, S. dan K. Ward. 2006. The Role of Leader Influence Tactics and Safety Climate in Engaging Employees' Safety Participation. Risk Analysis, 26(5): 1175-1185.

Curcuruto, M., Conchie, S. M., Mariani, M. G., dan Violante, F. S. 2015. The role of prosocial and proactive safety behaviours in predicting safety performance. Safety Science, 80, 317–323. https://doi.org/10.1016/j.ssci.2015. 07.032

Dov, Z. 2008. Safety Climate and Beyond: A Multi-level Multi-climate Framework. Safety Science, 46(3), 376–387. Cooper, D. ‘Effective safety leadership: Understanding types & styles that improve safety performance’, Prof. Saf., 60 (2): 49–53, 2015, [Online]. Available: http://www. behavioral-safety.com/articles/effective_leadership-cooper_ 0215.pdf.

DeJoy, D.M., 1994. Managing safety in the workplace. An attribution theory analysis and model. Journal of Safety Research 25, 3–17.

FernaÌndez, M. B., J. M. Montes-PeoÌn, dan C. J VaÌzquez- OrdaÌs. 2009. Relation Between Occupational Safety management And Firm Performance. Safety Science 47(7): 980-991.

Flin, R., K. Mearns, P. O’Connor, dan R. Bryden. 2000. Measuring Safety Climate: Identifying the Common Features. Safety Science, 34(1-3), 177–192.

Geller, S. E. 2016. The Psychology of Safety Handbook. Boca Raton : Lewis Publishers.

Green, L. 2000. Communication and Human Behaviour. New Jersey: Prentice Hall.

Grill, M., A. Pousette, K. Nielsen, R. Grytnes, dan M. Törner. 2017. Safety Leadership at Construction Sites: The Importance of Rule-Oriented and Participative Leadership, Scandinavian Journal of Work, Environment and Health 43 (4): 375–84.

Griffin, M. A. dan A. Neal. 2000. Perceptions of safety at work: a framework for linking safety climate to safety perfomance, knowledge and motivation. Journal of Occupational Health Psychology 5 (3): 347-358.

Grill, M. et al. (2017) ‘Safety leadership at construction sites: The importance of rule- oriented and participative leadership’, Scandinavian Journal of Work, Environment and Health, 43(4), pp. 375–384. doi: 10.5271/sjweh.3650.

Guldenmund, F.W.; Guldenmund, F.W. Understanding and Exploring Safety Culture; BOXPress: Washington, DC, USA, 2010; ISBN 978-90-8891-138-5.

Hilgers, R.-D., Heussen, N. and Stanzel, S. (2018) ‘Statistik, deskriptive’, in Lexikon der Medizinischen Laboratoriumsdiagnostik. doi: 10.1007/978-3-662-49054- 9_2900-1.

Hofmann, D. A., F.P. Morgeson, dan S.J. Gerras. 2003. Climate as a Moderator of the Relationship between LMX and Content-specific Citizenship Behavior: Safety Climate as an Exemplar. Journal of Applied Psychology, 88(1), 170–178. DOI:10.1037/0021-9010.88.1.170.

Hofmann, D. A., dan A. Stetzer. 1996. A Cross-level Investigation of Factors Influencing Unsafe Behaviors and Accidents. Personnel Psychology, 49(2), 307– 339.

Hofmann, D. A., F.P. Morgeson, dan S.J. Gerras. 2003. Climate as a Moderator of the Relationship between LMX and Content-specific Citizenship Behavior: Safety Climate as an Exemplar. Journal of Applied Psychology, 88(1), 170–178. DOI:10.1037/0021-9010.88.1.170.

Hogan, J., dan J. Foster. (2013). Multifaceted personality predictors of workplace safety performance: More than conscientiousness. Human Performance, 26(1), 20-43.

Hair, J. F., G. T. M. Hult, C. M. Ringle, dan M. Sarstedt. 2017. A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). Sage: Thousand Oaks.

Huang, Y .H., G. S. Smith, M. Ho, dan P .Y . Chen. 2006. The relationship between safety climate and injury rates across

Joubert, C. G., dan J.A. Feldman. 2017. The effect of leadership behaviours on followers' experiences and expectations in a safety-critical industry. South African Journal of Economic and Management Sciences 20(1): 1- 11.

Kapp, A., M.J. Smith, T.W. Loushine, dan P. Hoonakker. 2003. Safety and quality management systems in construction: Some insight from contractors. Journal of Management and Engineering, 13(5): 70–75

Kim, T. E. dan A. H. Gausdal. 2017. Leading for safety: A weighted safety leadership model in shipping. Reliability Engineering and System Safety 165: 458–466.

Leaver, M. P. and Reader, T. W. (2019) ‘Safety Culture in Financial Trading: An Analysis of Trading Misconduct Investigations’, Journal of Business Ethics, 154(2), pp. 461–481. doi: 10.1007/s10551-017-3463-0.

Larsson, S., A. Pousette, dan M. Torner. 2008. Psychological climate and safety in the construction industry-mediated influence on safety behaviour. Safety Science 46(3): 405– 412.

Liu, X., G. Huang, H. Huang, S. Wang, Y. Xiao, dan W. Chen,. 2015. Safety climate, safety behavior, and worker injuries in the Chinese manufacturing industry. Safety Science, 78, 173–178.

Lun, C. J. dan S. R. A. Wahab . 2012. The Effects of Safety Leadership on Safety performance in Malaysia. Saudi Journal of Business and Management Studies 2(1): 12-18.

Makaske, I. 2015. The effect of leadership behavior on work climate and team effectiveness. International Proceding of Political Science, published on Semantic Scholar.org

Mihrez, A. A. H. E. dan Armanu. 2014. The Importance of Leadership Behavior and Motivation In Creating Employee Performance: A Study at the Faculty of Economics and Business, University of Brawijaya. Asia-Pacific Management and Business Application 3(2): 86-105.

Malik, M. I. et al. 2020 ‘Ethical Leadership and Safety Performance: Does Team Cohesiveness Mediate?’, Journal of Southwest Jiaotong University, 55(5), pp. 1–11.

Mcmahon, J. F. 2021. Effects of Transformational Leadership on Safety Performance in the United States Commercial Trucking Industry. Louisiana Tech University.

Mukesh, R. and Lingadurai, K. 2014 ‘The Impact of Organizational Culture onOrganizational Performance’, Australian Journal of Basic and Applied Sciences, 8(17), pp. 476–482.

Murphy, L. A., Huang, Y. Hsiang, Lee, J., Robertson, M. M., dan Jeffries, S. 2019. The Moderating Effect of Long-Haul Truck Drivers’ Occupational Tenure on the Relationship between Safety Climate and Driving Safety Behavior. Safety Science, 120 (09), 283–289.

OSHAcademy (2021) Introduction to Safety Management. Oregon: Geigle Safety Group, Inc. doi: 10.1016/b978-0-08- 054809-8.50003-4.

O’Dea, A., Flin, R., 2003. The Role of Managerial Leadership in Determining Workplace Safety Outcomes. Research Report 044, Health & Safety Executive, UK.

Lu, C. S., dan C.S. Yang. 2011. Safety Climate and Safety Behavior in the Passenger Ferry Context. Accident Analysis & Prevention, 43(1), 329–341. https://doi.org/10.1016/ j.aap.2010.09.001.

Liu, X., Huang, G., Huang, H., Wang, S., Xiao, Y., dan Chen, W. 2015. Safety climate, safety behavior, and worker injuries in the Chinese manufacturing industry. Safety Science, 78, 173–178.

Marlina, R. (2024). Study of the Differentiation of Conventional Credit Card and Sharia Card Products in Sharia Banks. ITQAN: Journal of Islamic Economics, Management, and Finance, 3(54), 59–69.

Marlina, R., Tejawiani, I., Suparman, & Ela, E. (2024). Analysis of Sharia Banking Performance Assessment with a Balanced Scorecard Perspective in the South Tangerang City Region. ITQAN: Journal of Islamic Economics, Management, and Finance, 3(2), 115–124. https://doi.org/10.57053/itqan.v3i2.50

Sakuroh, L., Marlina, R., Krismayanti, Y., & Adiningsih, N. U. (2026). Quality Assurance Transformation in Higher Education Institutions : Linking Accreditation , Digitalization , and Organizational Performance. Socius: Jurnal Penelitian Ilmu Ilmu Sosial, 3(8), 295–305.

Susila, E. E., Ru, S., Adiningsih, N. U., Marlina, R., & Saadah, E. (2024). Handling Obstacles to Improving Continuing School Services at Regional High School XI Ministry of Education of West Java Province. 5(20), 557–566. https://doi.org/10.62775/edukasia.v5i2.1682

Siu, O. L., D.R. Phillips, dan T.W. Leung. 2004. Safety Climate and Safety Performance among Construction Workers in Hong Kong: The Role of Psychological Strains as Mediators. Accident Analysis & Prevention, 36(3), 359– 366. https://doi.org/10.1016/S0001-4575(03)00016-2.

Neal, A. Dan M.A. Griffin. 2006. A study of the lagged relationships among safety climate, safety motivation, safety behavior, and accidents at the individual and group levels, J. Appl. Psychol, 946–953

Pousette, A., M. Torner, dan S. Larsson. 2003. Associations between safety climate, psychosocial work environment and self-reported safety behaviour. In: The Nordic Ergonomic Society 35th Annual Conference, Reykjavik, Iceland: 10–13.

Pratama, A.K. 2015. Hubungan Karakteristik Pekerja Dengan Unsafe Action Pada Tenaga Kerja Bongkar Muat Di PT. Terminal Petikemas Surabaya. The Indonesian Journal of Occupational Safety and Health 4(1): 64–73.

Quartey. 2017. Examining Employees’ Safety Behaviours: An Industry-Level Investigation From Ghana. Personnel Review 46(8): 1915-1930.

Republik Indonesia. 2015. Peraturan Menteri Ketenagakerjaan Republik Indonesia Nomor 26 Tahun 2015 Tentang Tata Cara Penyelenggaraan Program Jaminan Kecelakaan Kerja, Jaminan Kematian, Dan Jaminan Hari Tua Bagi Peserta Penerima Upah.

Rosalita, N. A. D, Ratmawati, dan T. S. Agustina. 2015. Mediasi Safety Knowledge Dan Safety Motivation Pada Pengaruh Safety management Practices Terhadap Safety performance Pegawai Bagian Produksi PT.Petrokimia Gresik. Jurnal Manajemen Teori dan Terapan 8(3): 201- 215.

Shen. 2017. The Impact of Transformational Leadership on Safety Climate and Individual Safety behavior on Construction Sites. International Journal of Enviromental Research and Public Health 14(15): 1-27.

Shen, Y., T.Y. Koh, S. Rowlinson, dan A.J. Bridge. 2015. Empirical investigation of factors contributing to the psychological safety climate on construction sites. Journal of Construction Engineering and Management 141(11):25- 37

Skeepers, N. C., dan C. Mbohwa. 2015. A Study on the Leadership Behaviour, Safety Leadership, and Safety Performance in the Construction Industry in South Africa. Procedia Manufacturing, 4, 10–16. https://doi.org/ 10.1016/j.promfg. 2015.11.008.

Slil, E, K. Iyiola , A. Alzubi dan H.Y. Aljuhmani. 2025. Impact of Safety Leadership and Employee Morale on Safety Performance: The Moderating Role of Harmonious

Wang, M., Sun, J., Du, H., dan Wang, C. 2018. Relations between Safety Climate, Awareness, and Behavior in the Chinese Construction Industry: A Hierarchical Linear Investigation. Advances in Civil Engineering, 1 - 8.

Wu. T.C., C. W. Liu, dan M. C. Lu. 2007. Safety climate in university and college laboratories: Impact of organizational and individual factors. Journal of Safety Research, 38(1): 91–102.

Wu, T.C., C. H. Chen, dan C. C. Li . 2008. A correlation among safety leadership, safety culture and Safety performance. Journal of loss prevention in the process industries 21(3): 307-318.

Yusoff, Y. M., Ariffin, S. K., Omar, K., dan Madero-Gomez, S. M. 2017. Safety Performance in the Workplace: A Proposed Model for Understanding the Influencing Factors on Safety Climate. Advanced Science Letters, 23(11), 10660– 10663(4).

Zohar, D., 1980. Safety climate in industrial organizations: theoretical and applied implications. Journal of Applied Psychology, 12, 78 - 85.

Zohar, D. 2000. A Group-level Model of Safety Climate: Testing the Effect of Group Climate on Microaccidents in Manufacturing Jobs. Journal of Applied Psychology, 85(4), 587–596. https://doi.org/10.1037/0021-9010.85.4.587.

Zohar, D., 2003. The influence of leadership and climate on occupational health andsafety. In: Hofmann, D.A., Tetrick, L.E. (Eds.), Health and Safety in Organizations. John Wiley & Sons, San Francisco, CA, US, pp. 201–230.

Zou, P. X. W., dan R.Y. Sunindijo. 2015. Strategic safety management in construction. In Strategic Safety Management in Construction. https://doi.org/10.1002/ 9781118839362




DOI: https://doi.org/10.5281/zenodo.19674203

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