Elgers (1980) proposed accounting-based beta forecasting. Accounting-based beta forecasts rely upon the relationship of accounting information such as the growth rate of the firm, earning before interest and tax (EBIT), leverage, and the dividend pay-out as a basis for forecasting beta.