Development of Logistics Risk Indicators

Authors

  • Kritti Chitarayakul Commerce and Accountancy, Thammasat University
  • Chawanya Srithai Commerce and Accountancy, Thammasat University
  • Yuwanuch Nuntaworapun Commerce and Accountancy, Thammasat University
  • Wanvisa Ruenpirom Commerce and Accountancy, Thammasat University
  • Sirayos Mahakhant Commerce and Accountancy, Thammasat University
  • Sathaporn Opasanon Commerce and Accountancy, Thammasat University

Keywords:

Indicators; Risk, Logistics, Factor analysis, Composite index

Abstract

This research aims to develop indicators for assessing risks in logistics. Literature review based on journal database in business administration was conducted to elicit all possible logistics risks, which had been studied in the past. Factor analysis was employed to screen and categorize indicators. Indicator weights were derived for constructing a composite index. The proposed indicator set were decomposed into 9 dimensions and 61 indicators. Information Risk was the most significant indicator, followed by Management Risk and Transportation Risk, respectively. The developed indicators and composite index were tested with purposively selected samples to examine their applicability. The result showed that the indicator set was comprehensive, practical and user-friendly. In addition to measuring organizations’ risks in logistics, the key contribution of the research findings is to identify pertinent logistics risks, and emphasize their importance in business sustainability, permitting elaborate risk management preparations for Thai enterprises.

References

Asif, M., & Searcy, C. (2014). A composite index for measuring performance in higher education institutions. International Journal of Quality & Reliability Management, 31(9), 983-1001. https://doi.org/10.1108/IJQRM-02-2013-0023

Bandaly, D., Satir, A., Kahyaoglu, Y., & Shanker, L. (2012). Supply chain risk management-I: Conceptualization, framework and planning process. Risk Management, 14(4), 249-271. https://doi.org/10.1057/rm.2012.7

Beasley, M. S., Branson, B. C., & Hancock, B. V. (2010). Developing key risk indicators to strengthen enterprise risk management. Raleigh: ERM Initiative at North Carolina State University and the Committee of Sponsoring Organizations of the Treadway Commission.

Bi, K., Huang, P., & Ye, H. (2015). Risk identification, evaluation and response of low-carbon technological. Technological Forecasting and Social Change, 100, 238-248. https://doi.org/10.1016/j.techfore.2015.07.005

Choi, T., Chiu, C., & Chan, H. (2016). Risk management of logistics systems. Transportation Research Part E: Logistics and Transportation Review, 90, 1-6. https://doi.org/10.1016/j.tre.2016.03.007

Cirjaliu, B., Weinschrott, H., Gaureanu, A., & Boatca, E. M. (2016). A Proposal for a Risk Assessment Management in a Transport Company. (pp. 229-234). Rome: Elsevier B.V. https://doi.org/10.1016/S2212-5671(16)30317-3

Coleman, M.E., & Marks, H.M. (1999). Qualitative and quantitative risk assessment. Food Control, 10, 289-297. https://doi.org/10.1016/S0956-7135(99)00052-3

El Mokrini, A., Dafaoui, E., Berrado, A., & El Mhamedi, A. (2016a). An approach to risk assessment for outsourcing logistics: Case of pharmaceutical industry. IFAC-PapersOnLine, 49(12), 1239-1244. https://doi.org/10.1016/j.ifacol.2016.07.681

El Mokrini, A., Kafa, N., Dafaoui, E., El Mhamedi, A., & Berrado, A. (2016b). Evaluating outsourcing risks in the pharmaceutical supply chain: Case of a multi-criteria combined fuzzy AHP-PROMETHEE approach. IFAC-PapersOnLine, 49(28), 114-119. https://doi.org/10.1016/j.ifacol.2016.11.020

Fan, H., Li, G., Sun, H., & Cheng, T.C.E. (2017). An information processing perspective on supply chain risk management: Antecedents, mechanism, and consequences. International Journal of Production Economics, 185, 63-75. https://doi.org/10.1016/j.ijpe.2016.11.015

Gaudenzi, B., & Borghesi, A. (2006). Managing risks in the supply chain using the AHP method. The International Journal of Logistics Management, 17(1), 114-136. https://doi.org/10.1108/09574090610663464

Gorsuch, R. L. (1983). Factor Analysis: Second Edition, Lawrence Erlbaum Associates, Inc., New Jersey.

Govindan, K., & Chaudhuri, A. (2016). Interrelationships of risks faced by third party logistics service providers: A DEMATEL based approach. Transportation Research Part E: Logistics and Transportation Review, 90, 177-195. https://doi.org/10.1016/j.tre.2015.11.010

Govindan, K., Fattahi, M., & Keyvanshokook, E. (2017). Supply chain network design under uncertainty: A comprehensive review and future research directions. European Journal of Operational Research, 263(1), 108-141. https://doi.org/10.1016/j.ejor.2017.04.009

Heckmann, I., Comes, T., & Nickel, S. (2015). A critical review on supply chain risk - Definition, measure and modeling. Omega, 52, 119-132. https://doi.org/10.1016/j.omega.2014.10.004

Johnstone, J. N. (1981). Indicators of Education Systems. The United Kingdom: The Anchor Press Tiptree Essex.

Kamsu-Foguem, B., & Tiako, P. (2017). Risk information formalisation with graphs. Computers in Industry, 85, 58-69. https://doi.org/10.1016/j.compind.2016.12.004

Karaman, A., & Duymaz, İ. (2006). Risk management in logistics. Izmir University of Economics Publication (pp. 244-250). Turkey: Izmir University of Economics.

Kengpol, A., Tuammee, S., & Tuominen, M. (2014). The development of a framework for route selection in multimodal transportation. The International Journal of Logistics Management, 25(3), 581-610. https://doi.org/10.1108/IJLM-05-2013-0064

Kengpol, A., & Tuammee, S. (2016). The development of a decision support framework for a quantitative risk assessment in multimodal green logistics: an empirical study. International Journal of Production Research, 54(4), 1020-1038. https://doi.org/10.1080/00207543.2015.1041570

Kirilmaz, O., & Erol, S. (2017). A proactive approach to supply chain risk management: shifting orders among suppliers to mitigate supply side risks. Journal of Purchasing and Supply Management, 23(1), 54-65. https://doi.org/10.1016/j.pursup.2016.04.002

König, A., & Spinler, S. (2016). The effect of logistics outsourcing on the supply chain vulnerability of shippers: Development of a conceptual risk management framework. The International Journal of Logistics Management, 27(1), 122-141. https://doi.org/10.1108/IJLM-03-2014-0043

Lam, H.Y., Choy, K.L., Ho, G.T.S., Cheng, Stephen W.Y., & Lee, C.K.M. (2015). A knowledge-based logistics operations planning system for mitigating risk in warehouse order fulfillment, International Journal of Production Economics, 170, 763-779. https://doi.org/10.1016/j.ijpe.2015.01.005

Lavastre, O., Gunasekaran, A., & Spalanzani, A. (2012). Supply chain risk management in French companies. Decision Support Systems, 52(4), 828-838. https://doi.org/10.1016/j.dss.2011.11.017

Li, X., Song, Y., & Li, Y. (2016). Research on risk assessment of China's fresh agriculture products logistics outsourcing based on risk matrix. Management & Engineering, 23, 237-244.

Prakash, S., Soni, G., & Pal Singh Rathore, A. (2015). A grey based approach for assessment of risk associated with facility location in global supply chain. Grey Systems: Theory and Application, 5(3), 419-436. https://doi.org/10.1108/GS-12-2014-0059

Punniyamoorthy, M., Thamaraiselvan, N., & Manikandan, L. (2013). Assessment of supply chain risk: scale development and validation. Benchmarking: An International Journal, 20(1), 79-105. https://doi.org/10.1108/14635771311299506

Rao, C., Xiao, X., Goh, M., Zheng, J. & Wen. J. (2017). Compound mechanism design of supplier selection based on multi-attribute auction and risk management of supply chain. Computers & Industrial Engineering, 105, 63-75. https://doi.org/10.1016/j.cie.2016.12.042

Ritchie, B., & Brindley, C. (2007). An emergent framework for supply chain risk management and performance measurement. Journal of the Operational Research Society, 58(11), 1398-1411. https://doi.org/10.1057/palgrave.jors.2602412

Sanchez-Rodrigues, V., Potter, A., & Naim, M. M. (2010). Evaluating the causes of uncertainty in logistics operations. The International Journal of Logistics Management, 21(1), 45-64. https://doi.org/10.1108/09574091011042179

Schumacher, J., & Bemeleit, B. (2004). Risk management in self controlled logistic processes. Symposium on Risk Management and Cyber-Informatics: RMCI, 4, 18-21.

Theantanu, R., Kongkarattanarak, A., & Opasanon S. (2013). The development of reverse logistics performance assessment tool. The 5th International Conference on Logistics and Transport. Kyoto, Japan.

Thun, J.-H., & Hoenig, D. (2011). An empirical analysis of supply chain risk management in the German automotive industry. International Journal of Production Economics, 131(1), 242-249. https://doi.org/10.1016/j.ijpe.2009.10.010

Tsai, M., Liao, C., & Han, C. (2008). Risk perception on logistics outsourcing of retail chains: model development and empirical verification in Taiwan. Supply Chain Management: An International Journal, 13(6), 415-424. https://doi.org/10.1108/13598540810905679

Tuncel, G., & Alpan, G. (2010). Risk assessment and management for supply chain networks: A case study. Computers in Industry, 61(3), 250-259. https://doi.org/10.1016/j.compind.2009.09.008

Turi, A., Goncalves, G., & Mocan, M. (2014). Challenges and competitiveness indicators for the sustainable development of the supply chain in food industry. Procedia - Social and Behavioral Sciences, 124, 133-141. https://doi.org/10.1016/j.sbspro.2014.02.469

Wang, M., Jie, F., & Abareshi, M. (2015). Evaluating logistics capability for mitigation of supply chain uncertainty and risk in the Australian courier firms. Asia Pacific Journal of Marketing and Logistics, 27(3), 486-498. https://doi.org/10.1108/APJML-11-2014-0157

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Published

2023-01-31

How to Cite

Chitarayakul, K., Srithai, C., Nuntaworapun, Y., Ruenpirom, W., Mahakhant, S., & Opasanon, S. (2023). Development of Logistics Risk Indicators. NIDA Business Journal, (24), 42–67. Retrieved from https://so10.tci-thaijo.org/index.php/NIDABJ/article/view/389

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Section

Research Articles