3 Transdisciplinary measurement through AI: hybrid metrology and psychometrics powered by large language models

Chapters in this book

1. Frontmatter I
2. Psychometric Foreword V
3. Metrological Foreword VII
4. Contents IX
5. 1 Introduction: imagining the viability, feasibility, and desirability of extending the SI to include the psychological and social domains 1
6. Part I: Theory and Principles in Measurement and Metrology
7. 2 Quantities and units: order among complexity 37
8. 3 Transdisciplinary measurement through AI: hybrid metrology and psychometrics powered by large language models 103
9. 4 The role of identifiability in empirical research 133
10. 5 Is validity a straightforward concept to be used in measurements in the human and social sciences? 159
11. 6 Measurement logic, aesthetics, and ethics across the sciences: extending the SI units 193
12. Part II: Designing and Calibrating Metrologically Viable Measurements: Methods and Applications
13. 7 Constructing a continuous latent disease state variable from clinical signs and symptoms 273
14. 8 Measuring teacher dispositions: steps in an innovative journey in affective assessment 305
15. 9 Placing multiple panel cut scores on the same measurement scale 347
16. 10 A many-faceted measurement modeling approach for informing test specifications: practical guidance from the National Registry of Emergency Medical Technicians 363
17. 11 A metrological approach to social sustainability metrics in municipalities 381
18. 12 Extending the justice-oriented, anti-racist framework for validity testing: metrological measurement theory in (re)developing rehabilitation assessments 401
19. 13 Aligning and disentangling science content and practices: the relationship between measures of twenty-first-century skills and the content underlying them 429
20. 14 Patient-centered outcome assessments in surgical disciplines: an overview using example of the Urinary Stones and Intervention Quality of Life measure for kidney stone disease 451
21. 15 Situating culturally specific assessment development within the disjuncture-response dialectic 475
22. Contributors 501
23. Index 507