IDEAS home Printed from https://ideas.repec.org/a/eee/proeco/v172y2016icp95-109.html
   My bibliography  Save this article

Dynamic and stochastic behavior of coefficient of demand uncertainty incorporated with EOQ variables: An application in finished-goods inventory from General Motors׳ dealerships

Author

Listed:
  • Chuang, Chia-Hung
  • Chiang, Chung-Yean

Abstract

The objective of this paper is to investigate finished-goods inventory in the U.S. automobile industry using an econometric method known as the variable mean response (VMR) estimation. The research uses the classical economic order quantity (EOQ) model as a starting point. Different from the usual form of the model, here we relax certain assumptions inherent to the EOQ and treat demand as uncertain rather than deterministic. In this research, eight models are developed and applied empirically. The results of the proposed models and methodology provide inventory decision-makers with different managerial implications and strategic improvements. Overall, the empirical results demonstrate many avenues for considering new inventory policies.

Suggested Citation

  • Chuang, Chia-Hung & Chiang, Chung-Yean, 2016. "Dynamic and stochastic behavior of coefficient of demand uncertainty incorporated with EOQ variables: An application in finished-goods inventory from General Motors׳ dealerships," International Journal of Production Economics, Elsevier, vol. 172(C), pages 95-109.
  • Handle: RePEc:eee:proeco:v:172:y:2016:i:c:p:95-109
    DOI: 10.1016/j.ijpe.2015.10.019
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0925527315004004
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ijpe.2015.10.019?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. Gérard P. Cachon & Martin A. Lariviere, 1999. "Capacity Allocation Using Past Sales: When to Turn-and-Earn," Management Science, INFORMS, vol. 45(5), pages 685-703, May.
    2. Lo, Wen-Yang & Tsai, Chih-Hung & Li, Rong-Kwei, 2002. "Exact solution of inventory replenishment policy for a linear trend in demand - two-equation model," International Journal of Production Economics, Elsevier, vol. 76(2), pages 111-120, March.
    3. Jeffrey T. LaFrance & Harry de Gorter, 1985. "Regulation in a Dynamic Market: The U.S. Dairy Industry," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 67(4), pages 821-832.
    4. Marvin B. Lieberman & Lieven Demeester, 1999. "Inventory Reduction and Productivity Growth: Linkages in the Japanese Automotive Industry," Management Science, INFORMS, vol. 45(4), pages 466-485, April.
    5. Harvey M. Wagner, 2002. "And Then There Were None," Operations Research, INFORMS, vol. 50(1), pages 217-226, February.
    6. Laurent Lim, Lâm & Alpan, Gülgün & Penz, Bernard, 2014. "Reconciling sales and operations management with distant suppliers in the automotive industry: A simulation approach," International Journal of Production Economics, Elsevier, vol. 151(C), pages 20-36.
    7. Childerhouse, P. & Disney, S.M. & Towill, D.R., 2008. "On the impact of order volatility in the European automotive sector," International Journal of Production Economics, Elsevier, vol. 114(1), pages 2-13, July.
    8. Marcelo Olivares & Gérard P. Cachon, 2009. "Competing Retailers and Inventory: An Empirical Investigation of General Motors' Dealerships in Isolated U.S. Markets," Management Science, INFORMS, vol. 55(9), pages 1586-1604, September.
    9. Jung, Hoon & Klein, Cerry M., 2006. "Optimal inventory policies for profit maximizing EOQ models under various cost functions," European Journal of Operational Research, Elsevier, vol. 174(2), pages 689-705, October.
    10. Chuang, Chia-Hung & Wang, Charles X. & Zhao, Yabing, 2014. "Closed-loop supply chain models for a high-tech product under alternative reverse channel and collection cost structures," International Journal of Production Economics, Elsevier, vol. 156(C), pages 108-123.
    11. Winston T. Lin & Hong-Jen Lin & Yueh H. Chen, 2002. "The Dynamics and Stochastics of Currency Betas Based on the Unbiasedness Hypothesis in Foreign Exchange Markets," Multinational Finance Journal, Multinational Finance Journal, vol. 6(3-4), pages 167-195, September.
    12. Singh, Balvir, et al, 1976. "On the Estimation of Structural Change: A Generalization of the Random Coefficients Regression Model," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 17(2), pages 340-361, June.
    13. Wu, Xiaole & Kouvelis, Panos & Matsuo, Hirofumi & Sano, Hiroki, 2014. "Horizontal coordinating contracts in the semiconductor industry," European Journal of Operational Research, Elsevier, vol. 237(3), pages 887-897.
    14. Vishal Gaur & Marshall L. Fisher & Ananth Raman, 2005. "An Econometric Analysis of Inventory Turnover Performance in Retail Services," Management Science, INFORMS, vol. 51(2), pages 181-194, February.
    15. Anantaram Balakrishnan & Michael S. Pangburn & Euthemia Stavrulaki, 2004. ""Stack Them High, Let 'em Fly": Lot-Sizing Policies When Inventories Stimulate Demand," Management Science, INFORMS, vol. 50(5), pages 630-644, May.
    16. Sergey Rumyantsev & Serguei Netessine, 2007. "What Can Be Learned from Classical Inventory Models? A Cross-Industry Exploratory Investigation," Manufacturing & Service Operations Management, INFORMS, vol. 9(4), pages 409-429, April.
    17. Saravanan Kesavan & Vishal Gaur & Ananth Raman, 2010. "Do Inventory and Gross Margin Data Improve Sales Forecasts for U.S. Public Retailers?," Management Science, INFORMS, vol. 56(9), pages 1519-1533, September.
    18. Gérard P. Cachon & Marcelo Olivares, 2010. "Drivers of Finished-Goods Inventory in the U.S. Automobile Industry," Management Science, INFORMS, vol. 56(1), pages 202-216, January.
    19. Yu, Gang, 1997. "Robust economic order quantity models," European Journal of Operational Research, Elsevier, vol. 100(3), pages 482-493, August.
    20. Irvine, F Owen, Jr, 1981. "Retail Inventory Investment and the Cost of Capital," American Economic Review, American Economic Association, vol. 71(4), pages 633-648, September.
    21. Elkins, Debra A. & Huang, Ningjian & Alden, Jeffrey M., 2004. "Agile manufacturing systems in the automotive industry," International Journal of Production Economics, Elsevier, vol. 91(3), pages 201-214, October.
    22. Sven Axsäter, 1996. "Using the Deterministic EOQ Formula in Stochastic Inventory Control," Management Science, INFORMS, vol. 42(6), pages 830-834, June.
    23. V. Daniel R. Guide, Jr. & Ruud H. Teunter & Luk N. Van Wassenhove, 2003. "Matching Demand and Supply to Maximize Profits from Remanufacturing," Manufacturing & Service Operations Management, INFORMS, vol. 5(4), pages 303-316, October.
    24. Aoki, Katsuki & Staeblein, Thomas & Tomino, Takahiro, 2014. "Monozukuri capability to address product variety: A comparison between Japanese and German automotive makers," International Journal of Production Economics, Elsevier, vol. 147(PB), pages 373-384.
    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. Chiang, Chung-Yean & Qian, Zhuang & Chuang, Chia-Hung & Tang, Xiao & Chou, Chia-Ching, 2023. "Examining demand and supply-chain antecedents of inventory dynamics: Evidence from automotive industry," International Journal of Production Economics, Elsevier, vol. 259(C).
    2. Xiao, Shuang & Sethi, Suresh P. & Liu, Mengqi & Ma, Shihua, 2017. "Coordinating contracts for a financially constrained supply chain," Omega, Elsevier, vol. 72(C), pages 71-86.
    3. Liao, Haolan & Zhang, Qingyu & Shen, Neng & Nie, Yongyou & Li, Lu, 2021. "Coordination between forward and reverse production streams for maximum profitability," Omega, Elsevier, vol. 104(C).
    4. Muhammad Omair & Mohammed Alkahtani & Kashif Ayaz & Ghulam Hussain & Johannes Buhl, 2022. "Supply Chain Modelling of the Automobile Multi-Stage Production Considering Circular Economy by Waste Management Using Recycling and Reworking Operations," Sustainability, MDPI, vol. 14(22), pages 1-26, November.
    5. Chuang, Chia-Hung & Zhao, Yabing, 2019. "Demand stimulation in finished-goods inventory management: Empirical evidence from General Motors dealerships," International Journal of Production Economics, Elsevier, vol. 208(C), pages 208-220.

    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. Chuang, Chia-Hung & Zhao, Yabing, 2019. "Demand stimulation in finished-goods inventory management: Empirical evidence from General Motors dealerships," International Journal of Production Economics, Elsevier, vol. 208(C), pages 208-220.
    2. Chiang, Chung-Yean & Qian, Zhuang & Chuang, Chia-Hung & Tang, Xiao & Chou, Chia-Ching, 2023. "Examining demand and supply-chain antecedents of inventory dynamics: Evidence from automotive industry," International Journal of Production Economics, Elsevier, vol. 259(C).
    3. Chad R. Larson & Danko Turcic & Fuqiang Zhang, 2015. "An Empirical Investigation of Dynamic Ordering Policies," Management Science, INFORMS, vol. 61(9), pages 2118-2138, September.
    4. Teck-Hua Ho & Noah Lim & Sadat Reza & Xiaoyu Xia, 2017. "OM Forum—Causal Inference Models in Operations Management," Manufacturing & Service Operations Management, INFORMS, vol. 19(4), pages 509-525, October.
    5. Sampath Rajagopalan, 2013. "Impact of Variety and Distribution System Characteristics on Inventory Levels at U.S. Retailers," Manufacturing & Service Operations Management, INFORMS, vol. 15(2), pages 191-204, May.
    6. Bendig, David & Brettel, Malte & Downar, Benedikt, 2018. "Inventory component volatility and its relation to returns," International Journal of Production Economics, Elsevier, vol. 200(C), pages 37-49.
    7. Maican, Florin & Orth, Matilda, 2018. "Inventory Behavior, Demand, and Productivity in Retail," CEPR Discussion Papers 13308, C.E.P.R. Discussion Papers.
    8. Iny Hwang & Taejin Jung & Woo‐Jong Lee & Daniel G. Yang, 2021. "Asymmetric Inventory Management and the Direction of Sales Changes†," Contemporary Accounting Research, John Wiley & Sons, vol. 38(1), pages 676-706, March.
    9. Saravanan Kesavan & Vidya Mani, 2013. "The Relationship Between Abnormal Inventory Growth and Future Earnings for U.S. Public Retailers," Manufacturing & Service Operations Management, INFORMS, vol. 15(1), pages 6-23, May.
    10. Maican, Florin & Orth, Matilda, 2021. "Determinants of economies of scope in retail," International Journal of Industrial Organization, Elsevier, vol. 75(C).
    11. Casalin, Fabrizio & Pang, Gu & Maioli, Sara & Cao, Ting, 2017. "Inventories and the concentration of suppliers and customers: Evidence from the Chinese manufacturing sector," International Journal of Production Economics, Elsevier, vol. 193(C), pages 148-159.
    12. Nitish Jain & Karan Girotra & Serguei Netessine, 2014. "Managing Global Sourcing: Inventory Performance," Management Science, INFORMS, vol. 60(5), pages 1202-1222, May.
    13. Gérard P. Cachon & Marcelo Olivares, 2010. "Drivers of Finished-Goods Inventory in the U.S. Automobile Industry," Management Science, INFORMS, vol. 56(1), pages 202-216, January.
    14. Sergey Rumyantsev & Serguei Netessine, 2007. "What Can Be Learned from Classical Inventory Models? A Cross-Industry Exploratory Investigation," Manufacturing & Service Operations Management, INFORMS, vol. 9(4), pages 409-429, April.
    15. Hofer, Christian & Barker, Jordan & Eroglu, Cuneyt, 2021. "Interorganizational imitation in supply chain relationships: The case of inventory leanness," International Journal of Production Economics, Elsevier, vol. 236(C).
    16. Moser, Philipp & Isaksson, Olov H.D. & Seifert, Ralf W., 2017. "Inventory dynamics in process industries: An empirical investigation," International Journal of Production Economics, Elsevier, vol. 191(C), pages 253-266.
    17. Obermaier, Robert, 2012. "German inventory to sales ratios 1971–2005—An empirical analysis of business practice," International Journal of Production Economics, Elsevier, vol. 135(2), pages 964-976.
    18. Barcos, Lucía & Barroso, Alicia & Surroca, Jordi & Tribó, Josep A., 2013. "Corporate social responsibility and inventory policy," International Journal of Production Economics, Elsevier, vol. 143(2), pages 580-588.
    19. DeCampos, Hugo A. & Rosales, Claudia R. & Narayanan, Sriram, 2022. "Supply chain horizontal complexity and the moderating impact of inventory turns: A study of the automotive component industry," International Journal of Production Economics, Elsevier, vol. 245(C).
    20. Eroglu, Cuneyt & Hofer, Christian & Hofer, Adriana Rossiter & Hou, Young, 2023. "“Cultural inventories”: How dimensions of national culture moderate the effect of demand unpredictability on firm-level inventories," International Journal of Production Economics, Elsevier, vol. 264(C).

    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:proeco:v:172:y:2016:i:c:p:95-109. 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/locate/ijpe .

    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.