The Sports Career Psychometric Profiling Assessment (SCPPA): A Comprehensive Framework for Career Guidance in the Global Sports Industry

Jim George

Sports Career Guidance, Psychometrics, Artificial Intelligence, Item Response Theory, Dual Career Competency, Employability, Outcome-Backed Financing, Situational Judgment Tests.

This document presents a comprehensive examination of the Sports Career Psychometric Profiling Assessment (SCPPA), a pioneering framework engineered to address the critical human capital requirements of the global sports industry as of February 2026. The contemporary sports ecosystem has undergone a profound structural transformation, evolving from a performance-centric domain into a highly professionalized, technologically integrated industry requiring specialized competencies across diverse functional verticals. This structural evolution has created an urgent imperative for scientifically validated career guidance systems capable of matching multidimensional human traits with emerging occupational opportunities. The SCPPA addresses this imperative by synthesizing three empirically validated psychometric instruments, the Dual Career Competency Questionnaire for Athletes (DCCQ-A), the Athlete Competency Questionnaire for Employability (ACQE), and the Athlete Psychological Well-Being Inventory (APWBI), with an adapted RIASEC vocational theory and Situational Judgment Testing (SJT). The framework is operationalized through a sophisticated four-module adaptive architecture. It utilizes Two-Parameter Logistic (2PL) Item Response Theory (IRT) for adaptive interest measurement, Thurstonian IRT for forced-choice personality profiling to mitigate response distortion, and advanced artificial intelligence methodologies. Specifically, the system employs gradient-boosted decision tree ensembles for predictive outcome forecasting and transformer-based Natural Language Processing (NLP) models to extract semantic features from free-text SJT responses. Validation evidence indicates robust psychometric properties for the underlying instruments, confirming factorial validity across multiple cultural contexts and internal consistency coefficients consistently exceeding 0.80. Furthermore, the research contextualizes the SCPPA within the specific macroeconomic landscape of the Indian sports industry in 2026. The system strategically aligns with recent shifts toward outcome-backed educational financing and government mandates for the development of "Sports Technocrats." By operationalizing an "Indian Safety Net" strategy, the framework explicitly maps international educational pathways to domestic labor market deficits, thereby neutralizing the financial and psychological risks associated with global educational mobility. Ultimately, this paper establishes the SCPPA as a methodologically rigorous, strategically aligned paradigm for holistic, evidence-based career guidance in specialized industries.

Volume 14 Issue 2, February-2026

Pages : e53-e59