Cointegration, error correction and exchange rate forecasting

•An extensive sample of 78 currency pairs is used across 12 countries.•We investigate the Meese–Rogoff puzzle; the failure to beat a random walk in forecasting.•We test if allowing for cointegration enables exchange rate models to beat a random walk.•Error correction models are an empirical issue due to similar dynamics to first difference models.