, outperforms the conditional volatility of crude oil prices in predicting unemployment. This study provides valuable implications …, interest rates and unemployment in a cointegration framework. Utilizing the nonlinear auto-regressive distributed lag (NARDL …) approach, we show the asymmetric responses of unemployment to changes in oil prices, oil price uncertainty and interest rates …