A useful new paper by Huang et al.: responsible scientometrics requires more than responsible indicators. :doi: https://doi.org/10.1007/s11192-026-05796-7 Every #metric is shaped by choices made long before evaluation: #data sources, retrieval, cleaning, normalization, analysis, interpretation, and documentation. Responsible research assessment starts long before the assessment itself. #ResearchEvaluation #ResearchIntegrity #Scientometrics #Bibliometrics #Impact