I believe the answer is: physical development
In longitudinal study same subjects over a certain period of time. From the study above, we can see that on-field-performance is the dependent variables. Since there is no way for the researchers to conduct and proof the psychological development, physical development ia the most suitable choice.
Natural resource would be the answer
-Strong military forces
- Increase in trade
-Alliances among small villages (alliances with the Romans)