IDEAS home Printed from https://ideas.repec.org/a/eee/transe/v145y2021ics1366554520308188.html
   My bibliography  Save this article

Sustainability risk in supply bases: The role of complexity and coupling

Author

Listed:
  • Fan, Di
  • Lo, Chris K.Y.
  • Zhou, Yi

Abstract

Health, safety, and environmental (HSE) issues are an emerging concern in sustainable supply chain management. Global brands sourcing from high-risk suppliers in emerging markets affect not only brand reputation but also production schedules and product quality. Based on 198 safety and 458 environmental incidents among 318 manufacturing firms in China, we found that incident firms have higher abnormal unsystematic and systematic risk than matched sustainable suppliers without HSE incidents. Reducing operational complexity and coupling can mitigate both likelihood and abnormal risks. The findings have implications for global supply chain managers assessing supplier risk from an HSE perspective.

Suggested Citation

  • Fan, Di & Lo, Chris K.Y. & Zhou, Yi, 2021. "Sustainability risk in supply bases: The role of complexity and coupling," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 145(C).
  • Handle: RePEc:eee:transe:v:145:y:2021:i:c:s1366554520308188
    DOI: 10.1016/j.tre.2020.102175
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1366554520308188
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.tre.2020.102175?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Song, Shuang & Govindan, Kannan & Xu, Lei & Du, Peng & Qiao, Xiaojiao, 2017. "Capacity and production planning with carbon emission constraints," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 97(C), pages 132-150.
    2. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    3. ManMohan S. Sodhi & Christopher S. Tang, 2012. "Supply Chain Risk Management," International Series in Operations Research & Management Science, in: Managing Supply Chain Risk, edition 127, chapter 0, pages 3-11, Springer.
    4. Emrah Ahi & Vedat Akgiray & Emrah Sener, 2018. "Robust term structure estimation in developed and emerging markets," Annals of Operations Research, Springer, vol. 260(1), pages 23-49, January.
    5. Daryanto, Yosef & Wee, Hui Ming & Astanti, Ririn Diar, 2019. "Three-echelon supply chain model considering carbon emission and item deterioration," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 122(C), pages 368-383.
    6. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    7. Xueming Luo & Heli Wang & Sascha Raithel & Qinqin Zheng, 2015. "Corporate social performance, analyst stock recommendations, and firm future returns," Strategic Management Journal, Wiley Blackwell, vol. 36(1), pages 123-136, January.
    8. Thun, Jörn-Henrik & Hoenig, Daniel, 2011. "An empirical analysis of supply chain risk management in the German automotive industry," International Journal of Production Economics, Elsevier, vol. 131(1), pages 242-249, May.
    9. Minner, Stefan, 2001. "Strategic safety stocks in reverse logistics supply chains," International Journal of Production Economics, Elsevier, vol. 71(1-3), pages 417-428, May.
    10. Bowman, Robert G, 1979. "The Theoretical Relationship between Systematic Risk and Financial (Accounting) Variables," Journal of Finance, American Finance Association, vol. 34(3), pages 617-630, June.
    11. Kevin B. Hendricks & Vinod R. Singhal, 2014. "The Effect of Demand–Supply Mismatches on Firm Risk," Production and Operations Management, Production and Operations Management Society, vol. 23(12), pages 2137-2151, December.
    12. David I. Levine & Michael W. Toffel, 2010. "Quality Management and Job Quality: How the ISO 9001 Standard for Quality Management Systems Affects Employees and Employers," Management Science, INFORMS, vol. 56(6), pages 978-996, June.
    13. Esfahbodi, Ali & Zhang, Yufeng & Watson, Glyn, 2016. "Sustainable supply chain management in emerging economies: Trade-offs between environmental and cost performance," International Journal of Production Economics, Elsevier, vol. 181(PB), pages 350-366.
    14. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    15. Timothy B. Palmer & Robert M. Wiseman, 1999. "Decoupling risk taking from income stream uncertainty: a holistic model of risk," Strategic Management Journal, Wiley Blackwell, vol. 20(11), pages 1037-1062, November.
    16. David F. Drake, 2018. "Carbon Tariffs: Effects in Settings with Technology Choice and Foreign Production Cost Advantage," Manufacturing & Service Operations Management, INFORMS, vol. 20(4), pages 667-686, October.
    17. Chris K. Y. Lo & Christopher S. Tang & Yi Zhou & Andy C. L. Yeung & Di Fan, 2018. "Environmental Incidents and the Market Value of Firms: An Empirical Investigation in the Chinese Context," Manufacturing & Service Operations Management, INFORMS, vol. 20(3), pages 422-439, July.
    18. Abagail McWilliams & Donald Siegel, 2000. "Corporate social responsibility and financial performance: correlation or misspecification?," Strategic Management Journal, Wiley Blackwell, vol. 21(5), pages 603-609, May.
    19. Li, Xiaohong & Yang, Dong & Hu, Mengqi, 2018. "A scenario-based stochastic programming approach for the product configuration problem under uncertainties and carbon emission regulations," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 115(C), pages 126-146.
    20. Thomas Clarke & Martijn Boersma, 2017. "The Governance of Global Value Chains: Unresolved Human Rights, Environmental and Ethical Dilemmas in the Apple Supply Chain," Journal of Business Ethics, Springer, vol. 143(1), pages 111-131, June.
    21. Seung Jae Park & Gérard P. Cachon & Guoming Lai & Sridhar Seshadri, 2015. "Supply Chain Design and Carbon Penalty: Monopoly vs. Monopolistic Competition," Production and Operations Management, Production and Operations Management Society, vol. 24(9), pages 1494-1508, September.
    22. Begoña Gutiérrez-Nieto & Carlos Serrano-Cinca & Juan Camón-Cala, 2016. "A Credit Score System for Socially Responsible Lending," Journal of Business Ethics, Springer, vol. 133(4), pages 691-701, February.
    23. Caroline Flammer, 2015. "Does Corporate Social Responsibility Lead to Superior Financial Performance? A Regression Discontinuity Approach," Management Science, INFORMS, vol. 61(11), pages 2549-2568, November.
    24. Fan, Di & Liang, Tianheng & Yeung, Andy C.L. & Zhang, Haomin, 2020. "The impact of capacity-reduction initiatives on the stock market value of Chinese manufacturing firms," International Journal of Production Economics, Elsevier, vol. 223(C).
    25. Kates, Michael, 2015. "The Ethics of Sweatshops and the Limits of Choice," Business Ethics Quarterly, Cambridge University Press, vol. 25(2), pages 191-212, April.
    26. Jessica L. Darby & David J. Ketchen & Brent D. Williams & Travis Tokar, 2020. "The Implications of Firm‐Specific Policy Risk, Policy Uncertainty, and Industry Factors for Inventory: A Resource Dependence Perspective," Journal of Supply Chain Management, Institute for Supply Management, vol. 56(4), pages 3-24, October.
    27. Sreelata Jonnalagedda & Haritha Saranga, 2019. "To Adapt or Design: An Emerging Market Dilemma for Automakers," Production and Operations Management, Production and Operations Management Society, vol. 28(3), pages 550-569, March.
    28. Renneboog, Luc & Ter Horst, Jenke & Zhang, Chendi, 2008. "Socially responsible investments: Institutional aspects, performance, and investor behavior," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1723-1742, September.
    29. Tang, Christopher S., 2006. "Perspectives in supply chain risk management," International Journal of Production Economics, Elsevier, vol. 103(2), pages 451-488, October.
    30. Jared Harris & Philip Bromiley, 2007. "Incentives to Cheat: The Influence of Executive Compensation and Firm Performance on Financial Misrepresentation," Organization Science, INFORMS, vol. 18(3), pages 350-367, June.
    31. Yun-Wing Sung, 2007. "Made in China: From World Sweatshop to a Global Manufacturing Center?," Asian Economic Papers, MIT Press, vol. 6(3), pages 43-72, Fall.
    32. Sirish Kumar Gouda & Haritha Saranga, 2018. "Sustainable supply chains for supply chain sustainability: impact of sustainability efforts on supply chain risk," International Journal of Production Research, Taylor & Francis Journals, vol. 56(17), pages 5820-5835, September.
    33. Lin, Jianhao & Wang, Meijin & Cai, Lingfeng, 2012. "Are the Fama–French factors good proxies for latent risk factors? Evidence from the data of SHSE in China," Economics Letters, Elsevier, vol. 116(2), pages 265-268.
    34. Tang, Ou & Nurmaya Musa, S., 2011. "Identifying risk issues and research advancements in supply chain risk management," International Journal of Production Economics, Elsevier, vol. 133(1), pages 25-34, September.
    35. Franses, Ph.H.B.F. & Slagter, E. & Cramer, J.S., 1999. "Censored regression analysis in large samples with many zero observations," Econometric Institute Research Papers EI 9939-A, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
    36. Grace Xing Hu & Can Chen & Yuan Shao & Jiang Wang, 2019. "Fama–French in China: Size and Value Factors in Chinese Stock Returns," International Review of Finance, International Review of Finance Ltd., vol. 19(1), pages 3-44, March.
    37. Daphne W. Yiu & Yuehua Xu & William P. Wan, 2014. "The Deterrence Effects of Vicarious Punishments on Corporate Financial Fraud," Organization Science, INFORMS, vol. 25(5), pages 1549-1571, October.
    38. Fan, Di & Lo, Chris K.Y. & Ching, Vincent & Kan, C.W., 2014. "Occupational health and safety issues in operations management: A systematic and citation network analysis review," International Journal of Production Economics, Elsevier, vol. 158(C), pages 334-344.
    39. Ding, Jian-Ya & Song, Shiji & Wu, Cheng, 2016. "Carbon-efficient scheduling of flow shops by multi-objective optimization," European Journal of Operational Research, Elsevier, vol. 248(3), pages 758-771.
    40. Fan, Di & Zhou, Yi, 2018. "Operational safety: The hidden cost of supply-demand mismatch in fashion and textiles related manufacturers," International Journal of Production Economics, Elsevier, vol. 198(C), pages 70-78.
    41. Niu, Baozhuang & Xu, Jingwen & Lee, Carman K.M. & Chen, Lei, 2019. "Order timing and tax planning when selling to a rival in a low-tax emerging market," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 123(C), pages 165-179.
    42. Choi, Tsan-Ming & Luo, Suyuan, 2019. "Data quality challenges for sustainable fashion supply chain operations in emerging markets: Roles of blockchain, government sponsors and environment taxes," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 131(C), pages 139-152.
    43. Eshani Beddewela & Jenny Fairbrass, 2016. "Seeking Legitimacy Through CSR: Institutional Pressures and Corporate Responses of Multinationals in Sri Lanka," Journal of Business Ethics, Springer, vol. 136(3), pages 503-522, July.
    44. Zhou, P. & Wen, Wen, 2020. "Carbon-constrained firm decisions: From business strategies to operations modeling," European Journal of Operational Research, Elsevier, vol. 281(1), pages 1-15.
    45. Kizilaslan, Recep & Freund, Steven & Iseri, Ali, 2016. "A data analytic approach to forecasting daily stock returns in an emerging marketAuthor-Name: Oztekin, Asil," European Journal of Operational Research, Elsevier, vol. 253(3), pages 697-710.
    46. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    47. Klaus-Michael Menz, 2010. "Corporate Social Responsibility: Is it Rewarded by the Corporate Bond Market? A Critical Note," Journal of Business Ethics, Springer, vol. 96(1), pages 117-134, September.
    48. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    49. Choi, Tsan-Ming & Wen, Xin & Sun, Xuting & Chung, Sai-Ho, 2019. "The mean-variance approach for global supply chain risk analysis with air logistics in the blockchain technology era," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 127(C), pages 178-191.
    50. Robert D. Klassen & Curtis P. McLaughlin, 1996. "The Impact of Environmental Management on Firm Performance," Management Science, INFORMS, vol. 42(8), pages 1199-1214, August.
    51. Barry L. Bayus, 2013. "Crowdsourcing New Product Ideas over Time: An Analysis of the Dell IdeaStorm Community," Management Science, INFORMS, vol. 59(1), pages 226-244, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ludmiła Filina-Dawidowicz & Mariusz Kostrzewski, 2022. "The Complexity of Logistics Services at Transshipment Terminals," Energies, MDPI, vol. 15(4), pages 1-26, February.
    2. Fan, Cunlong & Montewka, Jakub & Bolbot, Victor & Zhang, Yang & Qiu, Yuhui & Hu, Shenping, 2024. "Towards an analysis framework for operational risk coupling mode: A case from MASS navigating in restricted waters," Reliability Engineering and System Safety, Elsevier, vol. 248(C).
    3. Huang, Guoxuan & Zheng, Benrong & Zou, Bipan & Cheng, T.C.E., 2022. "Strategic role of charitable donation in supply chain coordination with consumer prosocial preference," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 164(C).
    4. Wu, Sihong & Huang, Xinli & Fan, Di & Su, Yiyi & Li, Yongjian, 2023. "Cluster linkages in the global production networks: Exploring the impacts on the expansion of emerging market multinationals," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 171(C).
    5. Lui, Ariel K.H. & Lo, Chris K.Y. & Ngai, Eric W.T. & Yeung, Andy C.L., 2023. "A tough pill to swallow? The lessons learned from mandatory RFID adoption," International Journal of Production Economics, Elsevier, vol. 258(C).
    6. Gabriela Costa Dias & Ualison Rébula de Oliveira & Gilson Brito Alves Lima & Vicente Aprigliano Fernandes, 2021. "Risk Management in the Import/Export Process of an Automobile Company: A Contribution for Supply Chain Sustainability," Sustainability, MDPI, vol. 13(11), pages 1-20, May.
    7. Huang, Qiuping & Zhao, Xiande & Yeung, KwanHo & Ma, Lijun & Yeung, Jeff Hoi-yan, 2021. "Effects of information-processing mechanisms on Internet-based purchase order financing," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 146(C).
    8. Gilani Larimi, Niloofar & Azhdari, Abolghasem & Ghousi, Rouzbeh & Du, Bo, 2022. "Integrating GIS in reorganizing blood supply network in a robust-stochastic approach by combating disruption damages," Socio-Economic Planning Sciences, Elsevier, vol. 82(PA).
    9. Li, Huashan & Bapuji, Hari & Talluri, Srinivas & Singh, Prakash J., 2022. "A Cross-disciplinary review of product recall research: A stakeholder-stage framework," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 163(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Fan, Di & Xiao, Chengyong & Zhang, Xiao & Guo, Yujuan, 2021. "Gaining customer satisfaction through sustainable supplier development: The role of firm reputation and marketing communication," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 154(C).
    2. Fan, Di & Yeung, Andy C.L. & Yiu, Daphne W. & Lo, Chris K.Y., 2022. "Safety regulation enforcement and production safety: The role of penalties and voluntary safety management systems," International Journal of Production Economics, Elsevier, vol. 248(C).
    3. Liu, Aijun & Zhu, Qiuyun & Xu, Lei & Lu, Qiang & Fan, Youqing, 2021. "Sustainable supply chain management for perishable products in emerging markets: An integrated location-inventory-routing model," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 150(C).
    4. Jaanika Merikull & Tairi Room, "undated". "Are foreign-owned firms different ? Comparision of employment volatility and elasticity of labour demand," Bank of Estonia Working Papers wp2014-1, Bank of Estonia.
    5. Jing Jia & Zhongtian Li, 2022. "Corporate Environmental Performance and Financial Distress: Evidence from Australia," Australian Accounting Review, CPA Australia, vol. 32(2), pages 188-200, June.
    6. Andreas Ziegler, 2012. "Is it Beneficial to be Included in a Sustainability Stock Index? A Panel Data Study for European Firms," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 52(3), pages 301-325, July.
    7. Bongani Munkuli & Renee Horne, 2018. "Financial Markets Value Reputation for Corporate Social Responsibility (CSR) – A Study of the South African Mining Sector," Africagrowth Agenda, Africagrowth Institute, vol. 15(2), pages 17-22.
    8. Jones A.M & Rice N, 2009. "Econometric Evaluation of Health Policies," Health, Econometrics and Data Group (HEDG) Working Papers 09/09, HEDG, c/o Department of Economics, University of York.
    9. Sreedevi, R. & Saranga, Haritha, 2017. "Uncertainty and supply chain risk: The moderating role of supply chain flexibility in risk mitigation," International Journal of Production Economics, Elsevier, vol. 193(C), pages 332-342.
    10. Fang, Yuan & Yu, Yugang & Shi, Ye & Liu, Jie, 2020. "The effect of carbon tariffs on global emission control: A global supply chain model," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 133(C).
    11. Bofinger, Yannik & Heyden, Kim J. & Rock, Björn, 2022. "Corporate social responsibility and market efficiency: Evidence from ESG and misvaluation measures," Journal of Banking & Finance, Elsevier, vol. 134(C).
    12. Roth, Victoria, 2021. "Talking is Silver, Doing is Gold? – The Influence of Corporate Social Responsibility on Corporate Financial Performance," Junior Management Science (JUMS), Junior Management Science e. V., vol. 6(3), pages 637-672.
    13. Neungho Han & Juneho Um, 2024. "Risk management strategy for supply chain sustainability and resilience capability," Risk Management, Palgrave Macmillan, vol. 26(2), pages 1-26, May.
    14. Panicker, Vidya Sukumara & Georgiadou, Elena & Hodgkinson, Ian R., 2024. "Generous to a fault: Differential impact of CSR investments on financial gains in Indian market multinationals," Journal of International Management, Elsevier, vol. 30(3).
    15. Iftekhar Hasan & Nada Kobeissi & Liuling Liu & Haizhi Wang, 2018. "Corporate Social Responsibility and Firm Financial Performance: The Mediating Role of Productivity," Journal of Business Ethics, Springer, vol. 149(3), pages 671-688, May.
    16. repec:zbw:bofrdp:2016_007 is not listed on IDEAS
    17. Mishra, Deepa & Sharma, R.R.K. & Kumar, Sameer & Dubey, Rameshwar, 2016. "Bridging and buffering: Strategies for mitigating supply risk and improving supply chain performance," International Journal of Production Economics, Elsevier, vol. 180(C), pages 183-197.
    18. Hasan, Iftekhar & Kobeissi, Nada & Liu, Liuling & Wang, Haizhi, 2016. "Corporate social responsibility and firm financial performance: the mediating role of productivity," Bank of Finland Research Discussion Papers 7/2016, Bank of Finland.
    19. Jing Jia & Zhongtian Li, 2022. "Corporate sustainability, earnings persistence and the association between earnings and future cash flows," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(1), pages 299-336, March.
    20. Saridakis, Charalampos & Angelidou, Sofia & Woodside, Arch G., 2023. "How historical and social aspirations reshape the relationship between corporate financial performance and corporate social responsibility," Journal of Business Research, Elsevier, vol. 157(C).
    21. Valentina Tartari & Francesco Di Lorenzo & Benjamin A. Campbell, 2020. "“Another roof, another proof”: the impact of mobility on individual productivity in science," The Journal of Technology Transfer, Springer, vol. 45(1), pages 276-303, February.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:transe:v:145:y:2021:i:c:s1366554520308188. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/600244/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.