The $3.2 billion-asset company agreed to pay $32 million in cash and stock for Lafayette Community Bancorp in a deal that is expected to close in the third quarter.
The deal comes months after First Merchants bought a minority stake in Independent Alliance.
First Merchants in Muncie, Ind., has agreed to buy Arlington Bank in Upper Arlington, Ohio.