Editing Research:Question-27-Individual-Workflow-Adaptation (section)

=== Research Design ===

The investigation employed a '''longitudinal mixed-methods design''' tracking individual developers across 18 months of AI tool integration, combining quantitative skill assessments with qualitative workflow analysis.

'''Participant Sample:'''
* '''300 individual developers''' across multiple organizations and experience levels
* '''Experience distribution:''' Junior (30%), Intermediate (45%), Senior (25%)
* '''Domain coverage:''' Web development (40%), Backend systems (25%), Data science (20%), Mobile (15%)
* '''Geographic distribution:''' Global sample across time zones and cultures

'''Timeline Structure:'''
* '''Baseline assessment''' (Month 0): Pre-AI capability measurement and workflow documentation
* '''Early adaptation''' (Months 1-3): Initial AI tool integration and learning patterns
* '''Adaptation development''' (Months 4-9): Workflow stabilization and optimization
* '''Maturity assessment''' (Months 10-18): Long-term impact evaluation and pattern analysis