Responsive image
博碩士論文 etd-0015120-202523 詳細資訊
Title page for etd-0015120-202523
論文名稱
Title
最適存貨水平、財務風險及營運風險對存貨管理決策之影響
The Impact Of Target Inventory Level, Financial Risk, And Operational Risk On Inventory Management Decisions
系所名稱
Department
畢業學年期
Year, semester
語文別
Language
學位類別
Degree
頁數
Number of pages
55
研究生
Author
指導教授
Advisor
召集委員
Convenor
口試委員
Advisory Committee
口試日期
Date of Exam
2020-01-09
繳交日期
Date of Submission
2020-01-15
關鍵字
Keywords
固定效果模型、均值迴歸、營運風險、財務風險、存貨管理
Fixed Effects Model, Mean reversion, Operational Risk, Financial Risk, Inventory Management
統計
Statistics
本論文已被瀏覽 5780 次,被下載 0
The thesis/dissertation has been browsed 5780 times, has been downloaded 0 times.
中文摘要
本文探討不同存貨組成分子是否存在最適庫存水平,以及財務風險、營運風險對於存貨水平的影響。本研究採用1992-2016年美國製造業上市公司的財務資料,利用均值迴歸,證實當原料、在製品、製成品庫存水平偏離最適水平時,公司將會調整庫存水平回到最適水平,並且通過固定效果模型,證實高財務風險、高營運風險的公司傾向擁有較高的存貨水平。在事後分析中,本文更進一步探究財務風險、營運風險對於不同存貨組成分子的影響,發現無論是在遭遇財務風險或營運風險時,製成品庫存水平對於公司總存貨水平的增加貢獻最多。
Abstract
This essay investigates the existence of target inventory level for different inventory configurations and the effect of financial risk and operational risk on inventory levels. This paper analyzes financial data for publicly traded U.S. manufacturing firms from 1992 to 2016. Using mean reversion models, we confirm that firms will engage in the inventory adjustment process once raw materials, work-in-process, and finished goods deviate from the target level. Furthermore, using different fixed effects models, we find firms with high financial risk or high operational risk tend to have higher inventory levels. In post hoc analysis, this study also examines the impact of financial risk and operational risk on different inventory configurations. The result indicates that finished goods contribute the most to the increase of total inventory once firms suffer from financial risk or operational risk.
目次 Table of Contents
目錄
論文審定書i
誌謝ii
中文摘要iii
Abstract iv
目錄v
圖次vi
表次vii
第一章、緒論1
第二章、文獻探討4
2.1存貨管理決策4
2.2財務風險6
2.3營運風險7
2.4假說建立8
第三章、資料敘述12
3.1資料12
3.2模型變數12
第四章、研究模型與方法16
4.1部份調整模型16
第五章、實證結果19
5.1變數之敘述統計量19
5.2變數趨勢20
5.3變數相關係數21
5.4不同存貨類型的均值迴歸(Mean reversion)23
5.5存貨的決定因子25
第六章、穩健性測試29
6.1不同固定效果29
6.2不同財務風險替代變數32
6.3不同營運風險變數35
第七章、事後分析37
第八章、研究討論40
8.1理論上貢獻40
8.2管理上貢獻40
第九章、結論與研究限制41
參考文獻42
圖次
圖5- 1存貨、原料、在製品、製成品趨勢圖20
圖5- 2財務風險、營運風險趨勢圖21
圖5- 3原料各公司βi估計值分配圖24
圖5- 4在製品各公司βi估計值分配圖24
圖5- 5製成品各公司βi估計值分配圖25
表次
表5- 1變數之敘述統計量19
表5- 2相關係數表22
表5- 3存貨決定因子迴歸結果27
表5- 4存貨決定因子迴歸結果28
表6- 1年度固定效果30
表6- 2公司及年度固定效果31
表6- 3不同財務風險替代變數34
表6- 4不同營運風險變數36
表7- 1財務風險在不同存貨組成的迴歸結果38
表7- 2營運風險在不同存貨組成的迴歸結果39
參考文獻 References
Ak, B. K., & Patatoukas, P. N. (2016). Customer-Base Concentration and Inventory Efficiencies: Evidence from the Manufacturing Sector. Production and Operations Management, 25(2), 258-272. doi:10.1111/poms.12417
Alan, Y., Gao, G. P., & Gaur, V. (2014). Does Inventory Productivity Predict Future Stock Returns? A Retailing Industry Perspective. Management Science, 60(10), 2416-2434. doi:10.1287/mnsc.2014.1897
Allayannis, G., Brown, G. W., & Klapper, L. F. (2003). Capital structure and financial risk: Evidence from foreign debt use in East Asia. The Journal of Finance, 58(6), 2667-2710.
Altman, E. I. (1968). Financial ratios, discriminant analysis and the prediction of corporate bankruptcy. The Journal of Finance, 23(4), 589-609.
Amato, J. D., & Furfine, C. H. (2004). Are credit ratings procyclical? Journal of Banking & Finance, 28(11), 2641-2677. doi:10.1016/j.jbankfin.2004.06.005
Bandaly, D., Satir, A., & Shanker, L. (2016). Impact of lead time variability in supply chain risk management. International Journal of Production Economics, 180, 88-100. doi:10.1016/j.ijpe.2016.07.014
Barakat, A., Ashby, S., Fenn, P., & Bryce, C. (2019). Operational risk and reputation in financial institutions: Does media tone make a difference? Journal of Banking & Finance, 98, 1-24. doi:10.1016/j.jbankfin.2018.10.007
Bartram, S. M. (2018). In good times and in bad: Defined-benefit pensions and corporate financial policy. Journal of Corporate Finance, 48, 331-351. doi:10.1016/j.jcorpfin.2017.10.015
Bartram, S. M., Brown, G. W., & Waller, W. (2015). How Important Is Financial Risk? Journal of Financial and Quantitative Analysis, 50(4), 801-824. doi:10.1017/s0022109015000216
Bendig, D., Brettel, M., & Downar, B. (2018). Inventory component volatility and its relation to returns. International Journal of Production Economics, 200, 37-49. doi:10.1016/j.ijpe.2018.03.012
Bendig, D., Strese, S., & Brettel, M. (2017). The link between operational leanness and credit ratings. Journal of Operations Management, 52(1), 46-55. doi:10.1016/j.jom.2016.11.001
Caglayan, M., Maioli, S., & Mateut, S. (2012). Inventories, sales uncertainty, and financial strength. Journal of Banking & Finance, 36(9), 2512-2521. doi:10.1016/j.jbankfin.2012.05.006
Capkun, V., Hameri, A. P., & Weiss, L. A. (2009). On the relationship between inventory and financial performance in manufacturing companies. International Journal of Operations & Production Management, 29(8), 789-806. doi:10.1108/01443570910977698
Chen, H., Frank, M. Z., & Wu, O. Q. (2005). What actually happened to the inventories of American companies between 1981 and 2000? Management Science, 51(7), 1015-1031.
Chen, H., Frank, M. Z., & Wu, O. Q. (2007). U.S. Retail and Wholesale Inventory Performance from 1981 to 2004. Manufacturing & Service Operations Management, 9(4), 430-456. doi:10.1287/msom.1060.0129
Chernobai, A., Jorion, P., & Yu, F. (2011). The Determinants of Operational Risk in U.S. Financial Institutions. Journal of Financial and Quantitative Analysis, 46(6), 1683-1725. doi:10.1017/s0022109011000500
Dass, N., Kale, J. R., & Nanda, V. (2015). Trade Credit, Relationship-specific Investment, and Product Market Power*. Review of Finance, 19(5), 1867-1923. doi:10.1093/rof/rfu038
Dhaliwal, D., Lee, H. S., & Neamtiu, M. (2011). The impact of operating leases on firm financial and operating risk. Journal of Accounting, Auditing & Finance, 26(2), 151-197.
Doidge, C., Karolyi, G. A., & Stulz, R. M. (2013). The US left behind? Financial globalization and the rise of IPOs outside the US. Journal of Financial Economics, 110(3), 546-573.
Durbin, J. (1954). Errors in Variables. Review of the International Statistical Institute, 22: 23-32.
Eroglu, C., & Hofer, C. (2011). Lean, leaner, too lean? The inventory-performance link revisited. Journal of Operations Management, 29(4), 356-369. doi:10.1016/j.jom.2010.05.002
Eroglu, C., & Hofer, C. (2014). The effect of environmental dynamism on returns to inventory leanness. Journal of Operations Management, 32(6), 347-356. doi:10.1016/j.jom.2014.06.006
Fahlenbrach, R., & Stulz, R. M. (2011). Bank CEO incentives and the credit crisis. Journal of Financial Economics, 99(1), 11-26.
Farag, H., Meng, Q., & Mallin, C. (2015). The social, environmental and ethical performance of Chinese companies: Evidence from the Shanghai Stock Exchange. International Review of Financial Analysis, 42, 53-63.
Flannery, M. J., & Rangan, K. P. (2006). Partial adjustment toward target capital structures. Journal of Financial Economics, 79(3), 469-506. doi:10.1016/j.jfineco.2005.03.004
Gaur, V., Fisher, M. L., & Raman, A. (2005). An Econometric Analysis of Inventory Turnover Performance in Retail Services. Management Science, 51(2), 181-194. doi:10.1287/mnsc.1040.0298
Gillet, R., Hübner, G., & Plunus, S. (2010). Operational risk and reputation in the financial industry. Journal of Banking & Finance, 34(1), 224-235. doi:10.1016/j.jbankfin.2009.07.020
Hausman, J. A. (1978). Specification tests in econometrics. Econometrica: Journal of the econometric society, 1251-1271.
Heckmann, I., Comes, T., & Nickel, S. (2015). A critical review on supply chain risk – Definition, measure and modeling. Omega, 52, 119-132. doi:10.1016/j.omega.2014.10.004
Isaksson, O. H. D., & Seifert, R. W. (2013). Inventory leanness and the financial performance of firms. Production Planning & Control, 25(12), 999-1014. doi:10.1080/09537287.2013.797123
Itzkowitz, J. (2013). Customers and cash: How relationships affect suppliers' cash holdings. Journal of Corporate Finance, 19, 159-180.
Jabbarzadeh, A., Fahimnia, B., & Sheu, J.-B. (2017). An enhanced robustness approach for managing supply and demand uncertainties. International Journal of Production Economics, 183, 620-631. doi:10.1016/j.ijpe.2015.06.009
Jarrow, R. A. (2008). Operational risk. Journal of Banking & Finance, 32(5), 870-879. doi:10.1016/j.jbankfin.2007.06.006
Jayaraman, N., Khorana, A., Nelling, E., & Covin, J. (2000). CEO founder status and firm financial performance. Strategic Management Journal, 21(12), 1215-1224.
Jayaraman, S. (2008). Earnings Volatility, Cash Flow Volatility, and Informed Trading. Journal of Accounting Research, 46(4), 809-851. doi:10.1111/j.1475-679X.2008.00293.x
Jhang, S. S. S., Ogden, J. P., & Suresh, N. C. (2019). Operational and financial configurations contingent on market power status. Omega, 88, 91-109.
Jhang, S. S. S., Lin, W. T., Su, H. C., & Ogden, J. P. (2020). Inventory speed of adjustment, industry competition, and financial constraint. Manuscript.
Jorion, P. (2007). Financial risk manager handbook (Vol. 406): John Wiley & Sons.
Kesavan, S., & Mani, V. (2013). The Relationship Between Abnormal Inventory Growth and Future Earnings for U.S. Public Retailers. Manufacturing & Service Operations Management, 15(1), 6-23. doi:10.1287/msom.1120.0389
Li, B., & Arreola-Risa, A. (2017). Financial risk, inventory decision and process improvement for a firm with random capacity. European Journal of Operational Research, 260(1), 183-194. doi:10.1016/j.ejor.2016.12.007
Liu, Z., & Cruz, J. M. (2012). Supply chain networks with corporate financial risks and trade credits under economic uncertainty. International Journal of Production Economics, 137(1), 55-67. doi:10.1016/j.ijpe.2012.01.012
Minton, B. A., & Schrand, C. (1999). The impact of cash flow volatility on discretionary investment and the costs of debt and equity financing. Journal of Financial Economics, 54(3), 423-460.
Mitra, S., Karathanasopoulos, A., Sermpinis, G., Dunis, C., & Hood, J. (2015). Operational risk: Emerging markets, sectors and measurement. European Journal of Operational Research, 241(1), 122-132. doi:10.1016/j.ejor.2014.08.021
Opler, T., Pinkowitz, L., Stulz, R., & Williamson, R. (1999). The determinants and implications of corporate cash holdings. Journal of Financial Economics, 52(1), 3-46.
Rajan, R. G., & Zingales, L. (1995). What do we know about capital structure? Some evidence from international data. The Journal of Finance, 50(5), 1421-1460.
Rumyantsev, S., & Netessine, S. (2007). What Can Be Learned from Classical Inventory Models? A Cross-Industry Exploratory Investigation. Manufacturing & Service Operations Management, 9(4), 409-429. doi:10.1287/msom.1070.0166
Scholtens, B. (2008). A note on the interaction between corporate social responsibility and financial performance. Ecological economics, 68(1-2), 46-55.
Shafer, M., & Yildirim, Y. (2013). Operational risk and equity prices. Finance Research Letters, 10(4), 157-168. doi:10.1016/j.frl.2013.05.001
Steinker, S., Pesch, M., & Hoberg, K. (2016). Inventory management under financial distress: an empirical analysis. International Journal of Production Research, 54(17), 5182-5207. doi:10.1080/00207543.2016.1157273
Sun, L., & Chang, T. P. (2011). A comprehensive analysis of the effects of risk measures on bank efficiency: Evidence from emerging Asian countries. Journal of Banking & Finance, 35(7), 1727-1735. doi:10.1016/j.jbankfin.2010.11.017
Udenio, M., Hoberg, K., & Fransoo, J. C. (2018). Inventory agility upon demand shocks: Empirical evidence from the financial crisis. Journal of Operations Management, 62(1), 16-43. doi:10.1016/j.jom.2018.08.001
Wagdi, O., & Tarek, Y. (2019). The impact of financial risk on systematic risks: international evidence. Journal of Applied Finance & Banking, 9(6).
Wang, T., & Hsu, C. (2013). Board composition and operational risk events of financial institutions. Journal of Banking & Finance, 37(6), 2042-2051. doi:10.1016/j.jbankfin.2013.01.027
Wu, D. M. (1974). Alternative tests of independence between stochastic regressors and disturbances: Finite sample results. Econometrica: Journal of the econometric society, 529-546.
電子全文 Fulltext
本電子全文僅授權使用者為學術研究之目的,進行個人非營利性質之檢索、閱讀、列印。請遵守中華民國著作權法之相關規定,切勿任意重製、散佈、改作、轉貼、播送,以免觸法。
論文使用權限 Thesis access permission:自定論文開放時間 user define
開放時間 Available:
校內 Campus:開放下載的時間 available 2025-01-15
校外 Off-campus:開放下載的時間 available 2025-01-15

您的 IP(校外) 位址是 18.220.64.128
現在時間是 2024-05-03
論文校外開放下載的時間是 2025-01-15

Your IP address is 18.220.64.128
The current date is 2024-05-03
This thesis will be available to you on 2025-01-15.

紙本論文 Printed copies
紙本論文的公開資訊在102學年度以後相對較為完整。如果需要查詢101學年度以前的紙本論文公開資訊,請聯繫圖資處紙本論文服務櫃台。如有不便之處敬請見諒。
開放時間 available 2025-01-15

QR Code