In this paper we examine the extent to which countries are converging in pe
r capita productivity levels. We propose to use cluster analysis in order t
o allow for the endogenous selection of converging countries. We formally d
efine convergence in a time series analytical context, derive the necessary
and sufficient conditions for convergence, and introduce a cluster analyti
cal procedure that distinguishes several convergence clubs by testing for t
hese conditions using a multivariate test for stationarity. We rind a large
number of relatively small convergence clubs, which suggests that converge
nce might not be such a widespread phenomenon. Copyright (C) 2000 John Wile
y & Sons, Ltd.