Student demographics,school working conditions,and teacher mobility

I analyse how the inclusion of working condition data influences the estimated marginal effects of student demographics on teacher mobility. Using detailed administrative data on public schools, combined with unique data describing teachers’ perceptions of working conditions, I estimate a model characterizing the multinomial outcomes of teachers choosing to work at different schools. By comparing the estimated marginal effects of student characteristics with and without incorporating detailed working conditions, I find that excluding these additional data results in overestimating the effect of student characteristics on the probability a teacher moves to a different school, but has no influence on estimated effects for the probability of leaving teaching altogether.