Editing Research:Question-03-Predictive-Success-Indicators (section)

=== Research and Theoretical Implications ===

'''Framework Validation:'''
The longitudinal validation confirms the 10-factor model's robustness while revealing sophisticated patterns of factor evolution and interaction. The emergence of Context Retention and Adaptation as dominant long-term predictors establishes new theoretical foundations for developer success modeling.

'''Predictive Science Advancement:'''
The research demonstrates that software engineering can achieve '''healthcare-level predictive accuracy''' (74%) for career outcomes, rivaling medical prognostic models. This establishes software development career science as a mature predictive discipline.