Whereas 23 years in 40 countries provides a relatively large data set, it does not exclude other possible explanations, such as violent crime increasing with temperature rise, a drop in farm labor productivity or population growth.
The story of farming in the last century includes many examples of automated machinery boosting agricultural productivity and reducing the need for human labor.