The causality link between energy prices, technology and energy intensity
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(2) advantages over traditional techniques, which consist of testing causality in vector autoregressive models (VAR) specified in first differences if the variables are integrated of order one. From a technical view point, a VAR specified in first differences is incorrectly specified if the variables are cointegrated. Moreover, using a VECM rather than a VAR model allows us to distinguish between short-run and long-run causality among the variables. We implement this approach in trivariate models. We could have performed the causality tests considering each pair of variables separately in bivariate models. This approach is widely used in the literature when examining causal relationships among variables, such as energy consumption and economic growth (Hondroyiannis et al., 2002, Soytas & Sari, 2003, Jumbe 2004). However, causality tests could lead to spurious conclusions if an important explicative variable is omitted (see, for example Glasure, 2002, for an illustration of this point in the energy field). Our results suggest that there is a clear dependence among the three variables. For this reason, a trivariate framework seems more relevant. The analysis is applied to fifteen major industrialized OECD countries over the last 40 years. In this framework, we find a long-run relationship between oil intensity, oil price and technological progress in most countries. Moreover, the Granger causality tests reveal a causality running from prices to technical efficiency and from prices and technical efficiency to oil consumption in most OECD members. However, oil prices are found strongly exogenous except in major countries like the United-States. These results shows that the actual price increase induces energy conservation through an increase in energy efficiency. This result stimulates discussions on energy taxes by governments for the promotion of energy efficiency and energy conservation programs. The organization of this chapter is as follows. The following section presents an overview of the literature. Section 3 describes the data and the methodology used. Section 4 presents the empirical results. In the last section, the conclusions of the analysis are summarized and the policy implications are discussed. i. We do not analyze the link with economic growth presented in chapter 5..
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