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 criterion, the study provides insights that are highly relevant to organizations operating in electronic commerce and digitally enabled supply chain environments.
