The study found that 24% of San Francisco Redfin users were looking to relocate to other areas, compared to 20% of users in Los Angeles, 27% in New York City, 18% in Washington, D.C., and 19% of users in Boston. 

A similar study published by Lending Tree last month found that states with the highest rates of people looking to move out of state lived in high-cost areas, such as New York, Hawaii and Massachusetts. 

On the flip side, the states with the highest rates of people looking to stay where they are living include Texas, Michigan, Ohio, Oklahoma and Florida.