Researchers have begun measuring the impact of legalized sports gambling on American households, and the initial results paint a worrisome picture about how its expansion has affected bettors’ finances.

In separate papers released this month, academics have found that households in states where gambling was legalized saw significantly reduced savings, as well as lower investments in assets like stocks that are generally considered more financially sound.

Meanwhile, states that legalized…