Continuous Feedback for Data‐Driven Organisational Change: Implementing OTTO 's Digital Heartbeat
研究了欧洲零售商OTTO如何通过12周测量周期的持续反馈系统“数字心跳”管理组织变革，提供九个分三阶段实施的具体建议，适用于数百至数千名员工的企业。
ABSTRACT Organisations implementing change initiatives routinely fail to maintain alignment between strategic intent and daily operations, detect emerging issues early or build sustainable data habits for continuous improvement. This paper examines how organisations can address these challenges through high frequency, data‐driven feedback systems that operate at the pace of organisational change. We analyse how OTTO, one of Europe's leading retailers, transformed from Germany's largest catalogue retailer into a digital marketplace platform. Central to managing this change was their Digital Heartbeat, a continuous feedback system that captured employee perspectives through 12‐week measurement cycles. Through three empirical episodes of change, we demonstrate how this approach maintained continuous alignment during software development, enabled rapid detection of training freeze impacts, and allowed differential recovery rates in customer service. Based on this analysis, we provide nine recommendations organised across three implementation phases: designing the approach, implementing it at scale and using the feedback loop to steer change. Our recommendations offer concrete, actionable guidance to executives and senior leaders, middle managers and change leaders. The approach scales from hundreds to thousands of employees, with adaptations for regulated industries and sectors with longer operational cycles. We conclude with boundary conditions for practitioners determining whether and how to implement data‐driven feedback for managing organisational change.