I looked at the past 4 world cups (5 nations - Korean and Japanese markets were both included as they were both host nations in 2002) at the market performance of the host country starting with the August after the prior world cup, or roughly 4 years prior to their host cup. This is about the timing they announce the site for the next cup, or at least when people focus on the next nation to host (South Africa already has their world cup website up). Here is the chart:

From the apparent chaos some trends emerge - the markets begin to move together in the year prior to the world cup, and continue to do so to an even greater degree after the cup, suggesting there are some world cup related effects on host-country markets. The first three sections (representing 4 years prior through 2 years prior to hosting) aren't very noteworthy and they are left out of the subsequent discussion. No trends, none expected. Too far away from investors minds at that point.
The first year of interest is the year leading up to the hosting of the cup. During this year ( like the three preceding years) 3 markets rose and 2 fell. There are a couple reasons why this year is more interesting than the 3 previous: it is the only year out of all 6 that the Kospi and Nikkei moved in opposite directions, and the only period where the S&P and Nikkei were the only markets to decline. You could make a good case here that the US and Japan would not be significantly affected by hosting the world cup (size of economy, interest in soccer, linkages between US and Japanese economy) and that Germany, France, and South Korea would be a more representative set of countries poised for a world-cup induced rally. All three of these markets rose during the year leading up to the cup. Even more interesting are the post-cup trends. Below is a chart showing the growth from the point the world cup ends:

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