in profit margin helps in predicting future profitability. For oil and gas firms, we disaggregate return on assets in the … full cost method, we show that change in asset turnover does not help predict future profitability whereas our efficiency … measure based on DEA is useful in forecasting future profitability. On the other hand, for firms that use the successful …