Starburst galaxies seem to be quite rare in our local universe, and are more common further away. This suggests there were more of them billions of years ago. All galaxies were closer together then, and therefore more likely to be influenced by each other's gravity. More frequent encounters produced more starbursts as galactic forms evolved with the expanding universe.