Theories of inter-jurisdictional tax- and yardstick competition assume the tax decision of one jurisdiction to influence the tax decision of other jurisdictions. This paper empirically addresses the issue of horizontal dependence in local income tax rates across jurisdictions. Based on a large data set covering Swedish municipalities over a period of 14 years our results points in the direction of a positive horizontal dependence due to inter-jurisdictional tax competition.