信息技术投资决策的实物期权和系统动力学:RFID在零售中的应用

Narges Kasiri, R. Sharda
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引用次数: 10

摘要

我们提出了一个独特的组合系统动力学和实物期权到一个强大的和创新的模型来分析投资回报在IT。实物期权建模允许成本效益分析在投资存在不确定性时考虑管理灵活性,而系统动力学可以建立预测模型,其中可以模拟不同的现实生活和假设场景,以便提供可用于实物期权模型的测量。我们的投资回报模型以一种新颖的方式结合了这些长期建立的定量技术。本研究将此稳健混合模型应用于具有挑战性的IT投资问题:RFID在零售业的采用。物品级RFID是零售领域的下一代识别技术。我们的方法可以帮助管理者克服该技术投资时机的复杂性和不确定性。我们使用从德尔菲研究中编译的真实数据来分析RFID在零售决策中的考虑因素。我们的模型展示了这种投资的成本和收益是如何随时间变化的。研究结果强调RFID标签的可变成本是决定是否立即采用或推迟在零售中使用RFID的关键因素。我们的探索性工作表明,除了传统的供应链管理问题外,还可以将销售和定价问题结合起来研究零售中的任何多方面问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Real Options and System Dynamics for Information Technology Investment Decisions: Application to RFID Adoption in Retail
We propose a unique combination of system dynamics and real options into a robust and innovative model for analyzing return on investments in IT. Real options modeling allows a cost benefit analysis to take into account managerial flexibilities when there is uncertainty in the investment, while system dynamics can build a predictive model, in which one can simulate different real-life and hypothetical scenarios in order to provide measurements that can be used in the real options model. Our return on the investment model combines these long-established quantitative techniques in a novel manner. This study applies this robust hybrid model to a challenging IT investment problem: adoption of RFID in retail. Item-level RFID is the next generation of identification technology in the retail sector. Our method can help managers to overcome the complexity and uncertainties in the investment timing of this technology. We analyze the RFID considerations in retail decision-making using real data compiled from a Delphi study. Our model demonstrates how the cost and benefits of such an investment change over time. The results highlight the variable cost of RFID tags as the key factor in the decision process concerning whether to immediately adopt or postpone the use of RFID in retail. Our exploratory work suggests that it is possible to combine merchandising and pricing issues in addition to the traditional supply chain management issues in studying any multifaceted problem in retail.
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