Chapter 8: Monitoring and Evaluation

This chapter examines the role of monitoring and evaluation as essential instruments for embedding diversity in research management. It argues that indicators and metrics should be designed to support meaningful cultural change rather than serve as superficial compliance measures. A central challenge is avoiding ‘vanity metrics’, which may enhance institutional reputations without addressing underlying inequalities, often burdening the very groups diversity initiatives seek to support. The chapter distinguishes between identity, process and participation indicators, highlighting their respective strengths and limitations. Identity-based data can provide valuable insights into representation, but it also raises significant legal, ethical and trust-related concerns, particularly across jurisdictions with varying privacy regimes. Process and participation indicators are more directly controllable but risk masking structural inequities if not linked to accountability and outcomes.

A significant theme is the importance of inclusive and ethical data collection, which requires triangulating quantitative and qualitative methods and building trust with underrepresented groups. The chapter stresses that accountability must be clearly defined, whether to funders, institutions, society or underrepresented groups themselves, and that reporting must be reflective, constructive and context-sensitive to avoid reproducing blame or resistance. Finally, monitoring and evaluation is presented not as a static exercise but as an iterative process that enables learning, course correction and resilience when facing setbacks or backlash. Properly implemented, monitoring and evaluation foster trust, transparency and long-term cultural transformation within research institutions and consortia.