Xin-Ran Qian

Analytics-Enabled Supply Chain Resilience in Electronic Commerce Contexts: The Roles of Organizational Agility and Top Management Participation

Electronic commerce is the primary context of this study because platform-based transactions, online demand signals, omnichannel fulfillment, and data-intensive coordination make supply chain continuity especially time-sensitive. Although electronic-commerce intensity was not directly measured or used as a sampling cri...