Structural Change in Cigarette Demand: Cusum Tests using Panel Data

We conduct custom tests of structural change in a rational addiction model of cigarette demand estimated using a panel of annual time series of state−level data. In contrast to the one previous application of custom tests to the question of cigarette demand stability, our results provide strong evidence of downward shifts in demand during the modern era of health warnings and anti−smoking campaigns