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Asymmetric Inventory Management and the Direction of Sales Changes†

Author

Listed:
  • Iny Hwang
  • Taejin Jung
  • Woo‐Jong Lee
  • Daniel G. Yang

Abstract

We study manufacturing firms' asymmetric inventory investment in response to sales changes. Focusing on the costs of resource adjustment and stockout that likely differ in sales‐increasing and sales‐decreasing periods, we predict and find that inventory investment declines less during periods with sales decreases than it rises during periods with sales increases. We validate this claim by showing that managers' expectations of future demand and desire to avoid inventory stockouts are important determinants of this asymmetry. In addition, we find that asymmetric inventory investment provides useful information for predicting future sales growth, and that both managers' and analysts' sales forecasts are positively associated with the asymmetry. Lastly, we document that forecasts of future sales growth that incorporate asymmetric inventory investment are associated with lower absolute forecast errors than benchmark forecasts. Overall, we highlight the importance of inventory information in understanding managers' resource adjustment and utilization decisions that have implications for forecasting future demand. Our findings on asymmetric inventory management provide new insights to fundamental analysis based on inventory signals. Gestion asymétrique des stocks et orientation de la fluctuation des ventes Les auteurs étudient l'investissement asymétrique des entreprises de fabrication dans les stocks en réaction à la fluctuation des ventes. En se penchant plus particulièrement sur les coûts de l'ajustement des ressources de production et de la rupture des stocks, coûts susceptibles de différer en période de croissance et de décroissance des ventes, les auteurs formulent et confirment l'hypothèse selon laquelle l'investissement dans les stocks décline moins durant les périodes de décroissance des ventes qu'il n'augmente durant les périodes de croissance des ventes. Ils valident cette observation en démontrant que les attentes des gestionnaires quant à la demande future et leur désir d’éviter les ruptures de stock sont d'importants déterminants de cette asymétrie. Ils constatent également que l'investissement asymétrique dans les stocks fournit de l'information utile à la prédiction de la croissance future des ventes et que les prévisions de ventes, tant celles des gestionnaires que celles des analystes, ont un lien positif avec l'asymétrie. Enfin, les données recueillies par les auteurs confirment que les prévisions de croissance future des ventes qui incorporent l'investissement asymétrique des entreprises dans les stocks sont associées à des erreurs prévisionnelles moins grandes en valeur absolue que les prévisions reposant sur des éléments de référence. Dans l'ensemble, l’étude met en relief l'importance de l'information relative aux stocks dans la compréhension des décisions d'ajustement et d'utilisation des ressources que prennent les gestionnaires et qui influent sur la prévision de la demande future. L'information livrée sur la gestion asymétrique des stocks ouvre de nouvelles perspectives à l'analyse fondamentale basée sur les indicateurs relatifs aux stocks.

Suggested Citation

  • 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.
  • Handle: RePEc:wly:coacre:v:38:y:2021:i:1:p:676-706
    DOI: 10.1111/1911-3846.12635
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    as
    1. 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.
    2. Pindyck, Robert S, 1982. "Adjustment Costs, Uncertainty, and the Behavior of the Firm," American Economic Review, American Economic Association, vol. 72(3), pages 415-427, June.
    3. Saravanan Kesavan & Tarun Kushwaha, 2014. "Differences in Retail Inventory Investment Behavior During Macroeconomic Shocks: Role of Service Level," Production and Operations Management, Production and Operations Management Society, vol. 23(12), pages 2118-2136, December.
    4. Anil K Kashyap & Owen A. Lamont & Jeremy C. Stein, 1994. "Credit Conditions and the Cyclical Behavior of Inventories," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(3), pages 565-592.
    5. Caglayan, Mustafa & Maioli, Sara & Mateut, Simona, 2012. "Inventories, sales uncertainty, and financial strength," Journal of Banking & Finance, Elsevier, vol. 36(9), pages 2512-2521.
    6. Guariglia, Alessandra & Mateut, Simona, 2006. "Credit channel, trade credit channel, and inventory investment: Evidence from a panel of UK firms," Journal of Banking & Finance, Elsevier, vol. 30(10), pages 2835-2856, October.
    7. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    8. Blazenko, George W. & Vandezande, Kirk, 2003. "Corporate holding of finished goods inventories," Journal of Economics and Business, Elsevier, vol. 55(3), pages 255-266.
    9. Blanchard, Olivier J, 1983. "The Production and Inventory Behavior of the American Automobile Industry," Journal of Political Economy, University of Chicago Press, vol. 91(3), pages 365-400, June.
    10. Dechow, Patricia M. & Kothari, S. P. & L. Watts, Ross, 1998. "The relation between earnings and cash flows," Journal of Accounting and Economics, Elsevier, vol. 25(2), pages 133-168, May.
    11. Asher B. Curtis & Russell J. Lundholm & Sarah E. Mcvay, 2014. "Forecasting Sales: A Model and Some Evidence from the Retail Industry," Contemporary Accounting Research, John Wiley & Sons, vol. 31(2), pages 581-608, June.
    12. Mark C. Anderson & Rajiv D. Banker & Surya N. Janakiraman, 2003. "Are Selling, General, and Administrative Costs “Sticky”?," Journal of Accounting Research, Wiley Blackwell, vol. 41(1), pages 47-63, March.
    13. Lamont, Owen & Polk, Christopher & Saa-Requejo, Jesus, 2001. "Financial Constraints and Stock Returns," Review of Financial Studies, Society for Financial Studies, vol. 14(2), pages 529-554.
    14. Katherine A. Gunny, 2010. "The Relation Between Earnings Management Using Real Activities Manipulation and Future Performance: Evidence from Meeting Earnings Benchmarks," Contemporary Accounting Research, John Wiley & Sons, vol. 27(3), pages 855-888, September.
    15. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    16. Lev, B & Thiagarajan, Sr, 1993. "Fundamental Information Analysis," Journal of Accounting Research, Wiley Blackwell, vol. 31(2), pages 190-215.
    17. Edward I. Altman, 1968. "The Prediction Of Corporate Bankruptcy: A Discriminant Analysis," Journal of Finance, American Finance Association, vol. 23(1), pages 193-194, March.
    18. Xiaodong Xu & John R. Birge, 2006. "Equity valuation, production, and financial planning: A stochastic programming approach," Naval Research Logistics (NRL), John Wiley & Sons, vol. 53(7), pages 641-655, October.
    19. Amy P. Hutton & Lian Fen Lee & Susan Z. Shu, 2012. "Do Managers Always Know Better? The Relative Accuracy of Management and Analyst Forecasts," Journal of Accounting Research, Wiley Blackwell, vol. 50(5), pages 1217-1244, December.
    20. 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.
    21. Clara Xiaoling Chen & Hai Lu & Theodore Sougiannis, 2012. "The Agency Problem, Corporate Governance, and the Asymmetrical Behavior of Selling, General, and Administrative Costs," Contemporary Accounting Research, John Wiley & Sons, vol. 29(1), pages 252-282, March.
    22. 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.
    23. 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.
    24. S. Alex Yang & John R. Birge, 2018. "Trade Credit, Risk Sharing, and Inventory Financing Portfolios," Management Science, INFORMS, vol. 64(8), pages 3667-3689, August.
    25. B. Korcan Ak & Panos N. Patatoukas, 2016. "Customer-Base Concentration and Inventory Efficiencies: Evidence from the Manufacturing Sector," Production and Operations Management, Production and Operations Management Society, vol. 25(2), pages 258-272, February.
    26. Daron Acemoglu & Pascual Restrepo, 2018. "The Race between Man and Machine: Implications of Technology for Growth, Factor Shares, and Employment," American Economic Review, American Economic Association, vol. 108(6), pages 1488-1542, June.
    27. Yasin Alan & George P. Gao & Vishal Gaur, 2014. "Does Inventory Productivity Predict Future Stock Returns? A Retailing Industry Perspective," Management Science, INFORMS, vol. 60(10), pages 2416-2434, November.
    28. Peter Demerjian & Baruch Lev & Sarah McVay, 2012. "Quantifying Managerial Ability: A New Measure and Validity Tests," Management Science, INFORMS, vol. 58(7), pages 1229-1248, July.
    29. Roychowdhury, Sugata, 2006. "Earnings management through real activities manipulation," Journal of Accounting and Economics, Elsevier, vol. 42(3), pages 335-370, December.
    30. Hong Chen & Murray Z. Frank & Owen Q. Wu, 2005. "What Actually Happened to the Inventories of American Companies Between 1981 and 2000?," Management Science, INFORMS, vol. 51(7), pages 1015-1031, July.
    31. Alan S. Blinder, 1981. "Retail Inventory Behavior and Business Fluctuations," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 12(2), pages 443-520.
    32. Abarbanell, JS & Bushee, BJ, 1997. "Fundamental analysis, future earnings, and stock prices," Journal of Accounting Research, Wiley Blackwell, vol. 35(1), pages 1-24.
    33. T. W. Archibald & L. C. Thomas & J. M. Betts & R. B. Johnston, 2002. "Should Start-up Companies Be Cautious? Inventory Policies Which Maximise Survival Probabilities," Management Science, INFORMS, vol. 48(9), pages 1161-1174, September.
    34. Bo, Hong, 2001. "Volatility of sales, expectation errors, and inventory investment: Firm level evidence," International Journal of Production Economics, Elsevier, vol. 72(3), pages 273-283, August.
    35. Ardalan, Alireza, 1994. "Optimal prices and order quantities when temporary price discounts result in increase in demand," European Journal of Operational Research, Elsevier, vol. 72(1), pages 52-61, January.
    36. Jason V. Chen & Itay Kama & Reuven Lehavy, 2019. "A contextual analysis of the impact of managerial expectations on asymmetric cost behavior," Review of Accounting Studies, Springer, vol. 24(2), pages 665-693, June.
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