This paper investigates the effects of ten factors on bias in management earnings forecasts (MEF) using a sample of 28,000 forecasts announced by Japanese firms over the period 1979-1999. The ten factors are macroeconomic influence, industry, firm size, Exchange/OTC, external financing,...