Federal regulators are telling companies to provide clearer, more detailed analyses of their executive compensation decisions and avoid repeating unhelpful “boilerplate” in expanded disclosure statements.

After reviewing 350 public companies’ compliance with new disclosure rules, the Securities and Exchange Commission said Tuesday it asked “a significant number of companies to replace boilerplate discussions … with more specific analysis” of how compensation committees determined executive pay and perks.