The role of income and substitution in commodity demand
估计了三种能源和六种基础金属商品的需求收入弹性，发现弹性随收入上升而下降，支持去物质化假说，并揭示了商品间的替代关系。
Abstract We estimate income elasticities of demand for three energy and six base metal commodities and their group aggregates. The elasticities, which vary with income levels, are estimated using a panel autoregressive distributed lag model covering the period 1965–2017, for up to 63 countries. We report three findings. First, most income elasticities are inversely proportional to income and decline rapidly as income rises. This implies commodity demand growth slows as economies develop, consistent with the dematerialization hypothesis. At median per capita income levels, the elasticity for metals (in aggregate) was 0.9, while that of energy was 0.7. Second, there is significant heterogeneity between commodities, both in terms of income elasticities and in terms of the performance of the model, with larger commodities and group aggregates performing better. Finally, we find evidence of substitution between commodities (e.g. oil/coal, aluminum/copper), estimated by the inclusion of the prices of similar commodities.