Impact of Value-Added Service Features in E-Retailing Processes: An Econometric Analysis of Website Functions

Howard Hao‐Chun Chuang, G. Lu, X. Peng, Gregory R. Heim
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引用次数: 10

Abstract

We examine the impact of three classes of website functions (foundational, customer-centered, and value-added) upon e-retailer performance. Using secondary panel data for 2007-2009 on operating characteristics of over 600 e-retailers, our econometric analysis finds that only the value-added service functions are positively associated with changes in e-retail sales revenues across time. We also observe a decreasing marginal impact of deploying additional value-added service features. To account for possible alternate explanations, we control for firm- and time-specific fixed effects, merchant types, merchandise categories, and order fulfillment strategies. By further decomposing e-retail sales revenues into website traffic, conversion rate, and average order value, we find that website functions affect e-retail sales revenues mainly through their impact on website traffic. Our investigation demonstrates the empirical research usefulness of the Voss (2003) conceptual e-service sand cone model. Our results identify for managers where to focus ongoing e-retailing system development efforts, yet suggest that focusing too many retailing capabilities on exploratory and experimental value-added service features may backfire, potentially leading to worsening e-retailer performance.
电子零售过程中增值服务特征的影响:网站功能的计量经济分析
我们研究了三类网站功能(基础、以客户为中心和增值)对电子零售商绩效的影响。利用2007-2009年600多家电子零售商经营特征的二次面板数据,我们的计量分析发现,只有增值服务功能与电子零售销售收入随时间的变化呈正相关。我们还观察到,部署附加增值服务功能的边际影响正在减少。为了解释可能的替代解释,我们控制了公司和特定时间的固定效应、商人类型、商品类别和订单履行策略。通过进一步将电子零售销售收入分解为网站流量、转化率和平均订单值,我们发现网站功能主要通过对网站流量的影响来影响电子零售销售收入。我们的调查证明了Voss(2003)概念电子服务沙锥模型的实证研究有用性。我们的研究结果为管理者指明了应该将重点放在正在进行的电子零售系统开发工作的地方,但也表明,将过多的零售能力集中在探索性和实验性的增值服务功能上可能会适得其反,潜在地导致电子零售商业绩恶化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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