Kn. Daniels et D. Tirtiroglu, TOTAL FACTOR PRODUCTIVITY GROWTH IN US COMMERCIAL BANKING FOR 1935-1991 - A LATENT VARIABLE APPROACH USING THE KALMAN FILTER, Journal of financial services research, 13(2), 1998, pp. 119-135
This paper studies total factor productivity (TFP) in U.S. commercial
banking for 1935-1991. TFP can contain a procyclical bias when some in
put factors are not freely variable, causing their shadow and market p
rices to differ. We correct this bias in TFP by decomposing it into it
s latent stochastic trend and cyclical components by employing the Kal
man filter. Using the FDIC's annual aggregate data on U.S. insured com
mercial banks, we report that the stochastic trend has been positive d
uring 1935-1991, with an average annual growth rate of 2.27%, and that
it exhibits a decaying time path. We attribute the positive TFP growt
h to technical change.