Conceptual AnalysisPublished 24 September 2026Reflective, formative, hybrid, and composite measurement models in social science research: a diagnostic construct–measurement alignment frameworkTaisith KruasomFrontiers in Research Metrics and Analyticsdoi 10.3389/frma.2026.1870385