AI IN PSYCHOMETRIC SCALE DEVELOPMENT

Psychometric scales are essential tools in psychology, education, management, health sciences, and social sciences for measuring latent constructs such as intelligence, personality, attitudes, motivation, anxiety, and well-being. Traditionally, psychometric scale development has been a lengthy and resource-intensive process involving literature review, item generation, expert evaluation, pilot testing, and statistical validation. Recent advances in Artificial Intelligence (AI), particularly in machine learning (ML) and generative AI, have introduced new possibilities for enhancing the efficiency, accuracy, and sophistication of psychometric scale development.