Life-cycle models of labor supply predict a positive relationship betw
een hours supplied and transitory changes in wages. We tested this pre
diction using three samples of wages and hours of New York City cabdri
vers, whose wages are correlated within days but uncorrelated between
days. Estimated wage elasticities are significantly negative in two ou
t of three samples. Elasticities of inexperienced drivers average appr
oximately -1 and are less than zero in all three samples (and signific
antly less than for experienced drivers in two of three samples). Our
interpretation of these findings is that cabdrivers (at least inexperi
enced ones): (i) make labor supply decisions ''one day at a time'' ins
tead of intertemporally substituting labor and leisure across multiple
days, and (ii) set a loose daily income target and quit working once
they reach that target.