全球采购策略能预测股票收益吗?

IF 4.8 3区 管理学 Q1 MANAGEMENT
Nitish Jain, Di (Andrew) Wu
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引用次数: 3

摘要

问题定义:尽管企业越来越依赖全球采购作为其供应链战略的关键组成部分,但没有经验证据表明这些公司的投资者是否在其股票估值过程中充分反映了公司的全球采购战略(GSS)。在本文中,我们实证检验了股票市场参与者在这方面是否有效。方法/结果:利用实证资产定价框架,我们发现企业GSS相关信息对其未来股票收益具有很强的预测作用。我们为美国上市公司编制了一个交易级进口数据库,并为运营管理文献中广泛研究的五个GSS方面构建了衡量标准:全球采购程度、供应商关系强度、供应商集中度、采购提前期和采购国的物流效率。对于每个指标,我们都考察了零成本投资策略的回报,即从该指标的最高五分之一处买入,从最低五分之一处卖出。总的来说,这些投资策略在价值(等)加权投资组合中平均每年产生6%-9.6%(6%-13.9%)的四因子alpha。它们的回报可预测性比其他运营和成本套利驱动的预测指标(如库存周转率、现金转换周期和总盈利能力)是递增的;在不同的供应链位置保持持久;并且对替代风险模型、子样本和经验规范具有鲁棒性。综上所述,我们的研究结果表明,GSS指标体现了企业未来盈利能力的独立信息,而这些信息被市场参与者错误定价,导致了可预测的回报。根据这一机制,我们发现GSS指标能够很好地预测公司的未来收益和收益公告日前后市场反应的意外程度。管理意义:我们的GSS措施的稳健回报可预测性表明,投资者没有完全将GSS相关信息纳入其股票估值框架。因此,我们的研究结果呼吁加强对投资者的全球采购教育,并更好地传播全球采购信息,以减轻估值效率低下。补充材料:在线附录可在https://doi.org/10.1287/msom.2023.1189上获得。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Can Global Sourcing Strategy Predict Stock Returns?
Problem definition: Whereas firms are increasingly relying on sourcing globally as a key constituent of their supply chain strategy, there is no empirical evidence on whether investors of these firms adequately reflect firms’ global sourcing strategy (GSS) in their stock-valuation process. In this paper, we empirically test whether stock market participants are efficient in doing so. Methodology/results: Using the empirical asset-pricing framework, we find that information concerning firms’ GSS strongly predicts their future stock returns. We compile a transaction-level imports database for U.S.-listed firms and construct measures for five widely studied GSS aspects in the operations management literature: the extent of global sourcing, supplier relationship strength, supplier concentration, sourcing lead time, and sourcing countries’ logistical efficiency. For each measure, we examine returns of a zero-cost investment strategy of buying from the highest and selling from the lowest quintile of that measure. Collectively, these investment strategies yield an average annual four-factor alpha of 6%–9.6% (6%–13.9%) with value (equal)-weighted portfolios. Their return predictability is incremental over other operations- and cost arbitrage–motivated predictors, such as inventory turnover, cash conversion cycle, and gross profitability; is persistent across different supply chain positions; and is robust to alternate risk models, subsamples, and empirical specifications. Together, our results indicate that the GSS measures embody independent information about firms’ future profitability, and this information is mispriced by market participants, leading to predictable returns. In accordance with this mechanism, we find that the GSS measures strongly predict both firms’ future earnings and the surprise in market reactions around the earnings announcement days. Managerial implications: The robust return predictability of our GSS measures suggests that investors are not fully incorporating GSS-related information in their stock valuation frameworks. Therefore, our results call for greater investor education on global sourcing and better dissemination of global-sourcing information so as to mitigate valuation inefficiency. Supplemental Material: The online appendix is available at https://doi.org/10.1287/msom.2023.1189 .
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来源期刊
M&som-Manufacturing & Service Operations Management
M&som-Manufacturing & Service Operations Management 管理科学-运筹学与管理科学
CiteScore
9.30
自引率
12.70%
发文量
184
审稿时长
12 months
期刊介绍: M&SOM is the INFORMS journal for operations management. The purpose of the journal is to publish high-impact manuscripts that report relevant research on important problems in operations management (OM). The field of OM is the study of the innovative or traditional processes for the design, procurement, production, delivery, and recovery of goods and services. OM research entails the control, planning, design, and improvement of these processes. This research can be prescriptive, descriptive, or predictive; however, the intent of the research is ultimately to develop some form of enduring knowledge that can lead to more efficient or effective processes for the creation and delivery of goods and services. M&SOM encourages a variety of methodological approaches to OM research; papers may be theoretical or empirical, analytical or computational, and may be based on a range of established research disciplines. M&SOM encourages contributions in OM across the full spectrum of decision making: strategic, tactical, and operational. Furthermore, the journal supports research that examines pertinent issues at the interfaces between OM and other functional areas.
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