With data from 187 countries over the period of 1960-2007, maximum likelihood results suggest a strong spatial dependence of business cycles across countries. With the long span of our data, we are able to divide the sample into three subsamples to explore the dynamics of business cycle comovements. Over the three subsample periods in our study, the importance of geographical distance in affecting the comovements of business cycles is increasing from the Bretton Woods era (1960-1972) to the period of international shocks (1973-1986), while declining afterward (1987-2007). Instead, during the globalization era (1987-2007), economic distance matters more than geographical distance. Over the period of 1987-2007, countries located close to each other may not necessarily share similar patterns of business cycles. Instead, countries that have a close economic tie (measured by trade relationship) are more likely to exhibit a distinct comovement of their economic fluctuations. Furthermore, the economic connectivity and comovement of business cycles among OECD countries and between OECD and the rest of the world are stronger than the economic connectivity among non-OECD countries and between non-OECD countries and the rest of the world.