Managing Operational Risks with ERM to Boost Tea Supply Chain Productivity

Ayi Tejaningrum

Abstract


Operational risk analysis in the plantation industry remains underexplored, despite its exposure to weather uncertainty and perishable commodities. This study stands out by employing grounded research to identify supply chain risk variables and focus group discussions (FGDs) to develop risk management solutions. It aims to boost tea productivity at Plantation Company (PT XYZ), a state-owned enterprise in West Java, Indonesia, by examining risks across plantations, processing, and distribution. The research addresses low tea yields in plantations, which reduce factory output and fail to meet consumer expectations. Using a survey-based approach with Enterprise Risk Management (ERM) tools, risk variables were derived from grounded research, and a questionnaire assessed risk probabilities and impacts. Involving 70 respondents, the study used FGDs to finalize risk scores and propose mitigation strategies. The findings identify 39 risks:        16 upstream, 12 internal supply, and 11 downstream. Key risks affecting tea production include human resource challenges, such as work accidents, fatigue, and demotivation from repetitive tasks, alongside fertilizer shortages, fraud risks, and high distribution costs. Effective risk mitigation requires government support for price stability, fertilizer supply, and fuel subsidies, along with strong leadership, continuous risk analysis, and operational monitoring.


Keywords


Enterprise Risk Management; Operational Risk; Risk Mitigation; Supply Chain; Tea Industry

Full Text:

PDF

References


Anton, S. G., & Nucu, A. E. A. (2020). Enterprise risk management: A literature review and agenda for future research. Journal of Risk and Financial Management, 13(11), 281. https://doi.org/10.3390/jrfm13110281

Ascrizzi, G. I., & Piazza, L. (2024). The tea supply chain: A comparative analysis of environmental sustainability challenges in divergent economies. International Journal of Tea Science, 18(02), 01-05. https://doi.org/10.20425/ijts18201

Astvansh, V., & Simpson, J. J. (2026). A firm’s operational risk: Data set and empirical evidence. Manufacturing & Service Operations Management, 28(1), 326-341. https://doi.org/10.1287/msom.2025.0134

Behzadi, G., O’Sullivan, M. J., Olsen, T. L., & Zhang, A. (2018). Agribusiness supply chain risk management: A review of quantitative decision models. Omega, 79, 21-42. https://doi.org/10.1016/j.omega.2017.07.005

Bermúdez, S., Voora, V., Larrea, C., & Luna, E. (2024, January). Global Market Report: Tea Prices and Sustainability. International Institute for Sustainable Development (IISD). https://www.iisd.org/system/files/2024-01/2024-global-market-report-tea.pdf

Bhatia, M., & Bhat, G. M. J. (2020). Agriculture supply chain management-an operational perspective. Brazilian Journal of Operations & Production Management, 17(4), 1-18. https://doi.org/10.14488/BJOPM.2020.043

Bouraima, M. B., Qian, S., & Kiptum, C. K. (2025). Evaluating the impacts of supply chain management practices on performance of the tea sub sector in developing country. Yugoslav Journal of Operations Research, 35(3), 547-568. https://doi.org/10.2298/YJOR240515044B

Brandtner, P. (2024, May). Digital transformation of supply chain management-challenges and strategies for successfully implementing data analytics in practice. In Proceedings of the 2024 8th International Conference on E-Commerce, E-Business, and E-Government (pp. 36-42). https://doi.org/10.1145/3675585.3675592

Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77-101. https://doi.org/10.1191/1478088706qp063oa

Chandra, R., Das, C., & Roy, V. (2026). Behavioural risk dimensions in downstream supply chain management: A systematic review and taxonomy development. Management Review Quarterly, 1-30. https://doi.org/10.1007/s11301-026-00589-x

Christopher, M. (2022). Logistics and Supply Chain Management. Pearson UK.

Christy, Y., Roessali, W., & Nurfadillah, S. (2023). Risk analysis of black tea production at PTPN IV Bah Butong Simalungun Regency. Agrisocionomics: Jurnal Sosial Ekonomi Pertanian, 7(3), 599-609. https://doi.org/10.14710/agrisocionomics.v7i3.17055

Committee of Sponsoring Organizations of the Treadway Commission [COSO]. (2004). Enterprise Risk Management—Integrated Framework. COSO. https://www.coso.org/guidance-erm

Creswell, J. W., & Clark, V. L. P. (2018). Designing and Conducting Mixed Methods Research (3rd ed.). Sage Publications.

Dellana, S., Falasca, M., Liao, Y., & Rowe, W. J. (2025). An empirical analysis of the impact of risk management maturity on robustness in the upstream and downstream supply chains. Journal of Supply Chain and Operations Management, 23(1), 1.

Dellana, S., Rowe, W. J., & Liao, Y. (2022). A scale for measuring organizational risk management maturity in the supply chain. Benchmarking: An International Journal, 29(3), 905-930. https://doi.org/10.1108/BIJ-11-2020-0578

Febra, L., Costa, M., & Pereira, F. (2023). Reputation, return and risk: A new approach. European Research on Management and Business Economics, 29(1), 100207. https://doi.org/10.1016/j.iedeen.2022.100207

Febrianti, I., & Novita, N. (2021). COSO's Enterprise risk management framework in agriculture startup to support the achievement of SDGs pillars. International Journal of Applied Business, 5(1), 18-36. https://doi.org/10.20473/tijab.V5.I1.2021.18-36

Fernando, Y., Wahyuni-TD, I. S., Gui, A., Ikhsan, R. B., Mergeresa, F., & Ganesan, Y. (2023). A mixed-method study on the barriers of industry 4.0 adoption in the Indonesian SMEs manufacturing supply chains. Journal of Science and Technology Policy Management, 14(4), 678-695. https://doi.org/10.1108/JSTPM-10-2021-0155

Hery, H. (2021). Manajemen Risiko Perusahaan. Grasindo.

Jean-Jules, J., & Vicente, R. (2021). Rethinking the implementation of enterprise risk management (ERM) as a socio-technical challenge. Journal of Risk Research, 24(2), 247-266. https://doi.org/10.1080/13669877.2020.1750462

Khandelwal, C., Singhal, M., Gaurav, G., Dangayach, G. S., & Meena, M. L. (2021). Agriculture supply chain management: A review (2010–2020). Materials Today: Proceedings, 47, 3144-3153. https://doi.org/10.1016/j.matpr.2021.06.193

Korzhevskyi, I., & Mihus, I. (2022). Business reputation of enterprises: definitions, structure and reputation risk management. Economics, Finance and Management Review, (3), 89-99. https://doi.org/10.36690/2674-5208-2022-3-89

Koswatta, T., Abdul-Cader, K., & Rajapaksa, U. (2025). The role of green supply chain management in organisational performance-A case study of Hayes Tea Estate.Journal of Applied Learning, 3(2), 125-133.

Kumar, V., Raj, R., Verma, P., Garza-Reyes, J. A., & Shah, B. (2024). Assessing risk and sustainability factors in spice supply chain management. Operations Management Research, 17(1), 233-252. https://doi.org/10.1007/s12063-023-00424-6

Louisot, J. P. (2024). Managing risk to reputation. In Enterprise Risk Management is Today’s World: A current and Futuristic View of the Complexity, Resilience, Responsibility, and Tools in ERM (pp. 105-115). Emerald Publishing Limited.

Mahama, H., Elbashir, M., Sutton, S., & Arnold, V. (2022). Enabling enterprise risk management maturity in public sector organizations. Public Money & Management, 42(6), 403-407. https://doi.org/10.1080/09540962.2020.1769314

Mallick, A., & Roy, S. K. (2022). Living in sick tea plantations: Socioeconomic and health conditions of indigenous tea garden workers and their survival strategies. In Indigenous People and Nature (pp. 217-239). Elsevier. https://doi.org/10.1016/B978-0-323-91603-5.00004-X

Meuwissen, M. P., Feindt, P. H., Spiegel, A., Termeer, C. J., Mathijs, E., De Mey, Y., ... & Reidsma, P. (2019). A framework to assess the resilience of farming systems. Agricultural Systems, 176, 102656. https://doi.org/10.1016/j.agsy.2019.102656

Murrja, A., & Ndregjoni, A. (2022). The context of enterprise risk management in agriculture-A literature review. In Conference: Business and Management-Ohrid/Republic of North Macedonia XVIII. IBANESS ?ktisat, ??letme ve Yönetim Bilimleri Kongreler Serisi-Ohrid/Kuzey Makedonya Cumhuriyeti.

Muzylyov, D., Medvediev, I., & Pavlenko, O. (2024, July). Risk factor assessment in agricultural supply chain by fuzzy logic. In IOP Conference Series: Earth and Environmental Science (Vol. 1376, No. 1, p. 012038). IOP Publishing.

Oreshile, S. A., Mahdzan, N. S., & Zainudin, R. (2025). Enterprise risk management quality and firm value: Evidence from corporate reputation risk theory. Risk Management, 27(1), 4. https://doi.org/10.1057/s41283-024-00153-5

Parwez, S. (2025). Strategic report: Operational risk management in the Indian housing finance sector. International Journal of Education and Management Studies, 15(3), 476-480.

PwC. (2008). 2018 State of the Internal Audit Profession Study. PwC. https://www.pwc.com/sg/en/publications/assets/state-of-the-internal-audit-2018.pdf

Pylypenko, D., Shevchenko, N., & Pylypenko, M. (2025). Economic risks of agricultural enterprises in Ukraine: Analysis of threats and mitigation strategies to ensure financial security. In Economic Forum (Vol. 15, No. 1, pp. 58-73). Lutsk National Technical University.

Shahadat, K., & Uddin, S. (2022). Labour controls, unfreedom and perpetuation of slavery on a tea plantation. Work, Employment and Society, 36(3), 522-538. https://doi.org/10.1177/09500170211021567

Shalihin, A., Sihombing, C. D., & Sinulingga, S. (2025). Analyzing supply chain risks in the tea industry using SCOR and HOR. DINAMIS, 13(2), 64-71. https://doi.org/10.32734/dinamis.v13i2.20215

Tahir, A. H., Umer, M., Nauman, S., Abbass, K., & Song, H. (2024). Sustainable development goals and green human resource management: A comprehensive review of environmental performance. Journal of Environmental Management, 370, 122495. https://doi.org/10.1016/j.jenvman.2024.122495

Tewu, M. L., Suwarno, S., Lisdiono, P., Friska, R., & Pramono, A. J. (2024). Enterprise risk management and supply chain management: The mediating role of competitive advantage and decision making in improving firms performance. Uncertain Supply Chain Management, 12(2), 1131-1140.

Thet, M. M. (2025). Operational Risk Management Practices and Performance of Myawaddy Bank (Mi Mi Thet, 2025) [Master’s thesis, Yangon University of Economics]. MERAL Portal. https://meral.edu.mm/records/11841

Tusiimire, M., & Mose, T. (2025). Supply chain resilience strategies and performance of tea processing companies in Kiambu County, Kenya. International Journal of Social Sciences Management and Entrepreneurship, 9(1).

Udokwu, S. T. C., Oshioste, E. E., Okoye, C. C., Nwankwo, E. F., Azubuike, N. U., & Uzougbo, N. S. (2023). Impact of human resources management on organizational performance: A case study. Corporate Sustainable Management Journal, 1(2), 91-102. http://doi.org/10.26480/csmj.02.2023.91.102

Vadivukarasi, V., & Jothilingam, D. (2025). A study on risk management in supply chain management with reference to companies in Coimbatore. Meerayan Journal, 25(5), 309-316.

Venugopal, D., Karunamoorthy, P., Beerappa, R., Sharma, D., Aambikapathy, M., Rajasekar, K., ... & Kondhalkar, S. (2021). Evaluation of work place pesticide concentration and health complaints among women workers in tea plantation, Southern India. Journal of Exposure Science & Environmental Epidemiology, 31(3), 560-570. https://doi.org/10.1038/s41370-020-00284-3

Wang, J., Thurapaeng, C., Tonglim, T., & Amdee, N. (2025). Supply chain management in the green tea industry of Hangzhou, China. PSRU Journal of Industrial Technology and Engineering, 7(2), 196–214.

Yuwono, M. A., & Rachmawati, D. (2023). The process of controlling and monitoring operational risk using COSO ERM at PT. Agro. International Journal of Management, Accounting & Economics, 10(10). https://doi.org/10.5281/zenodo.10437649

Ziyavitdinovich, M. S. (2023). Risk management in the business of the manufacturer. Journal of Advanced Zoology, 44.




DOI: https://doi.org/10.32535/ijafap.v9i2.4594

Refbacks

  • There are currently no refbacks.


Copyright (c) 2026 Ayi Tejaningrum

Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

International Journal of Accounting and Finance in Asia Pacific (IJAFAP)

ISSN 2684-9763 (Print) | ISSN 2655-6502 (Online)

DOI Prefix: 10.32535 by CrossRef

Published by AIBPM Publisher

JL. Kawi No. 23, Bareng, Klojen, Kota Malang, Jawa Timur, Indonesia

Email: adm.ijafap@gmail.com

Phone: +62 896-8679-1980

Website: https://ejournal.aibpmjournals.com/index.php/IJAFAP

Governed by

Association of International Business and Professional Management

Email: admin@aibpm.org

Website: https://www.aibpm.org/

Indexed by

SINTA Garuda Google Scholar Dimensions Scilit ROAD Crossref Copernicus

Licensing Information

Creative Commons License
International Journal of Accounting and Finance in Asia Pacific (IJAFAP) is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

Visitor Statistics

Flag Counter

Web Analytics

View IJAFAP Stats