Understanding energy systems change in Canada: 1. Decomposition of total energy intensity
使用对数平均迪氏指数法分解1995-2010年加拿大总能源强度下降的原因，发现产业结构变化贡献最大，其次是GDP增长快于人口、商业能源强度下降和家庭能效改善，对政策制定者理解能源转型有参考价值。
Between 1995 and 2010, the total energy intensity (E/GDP, PJ/Gross Domestic Product in 2002$) of the Canadian economy declined by 23% or −2.64MJ/$. To understand why, the Logarithmic Mean Divisia Index (LMD-I) method was used to decompose a large body of government statistical data supporting the observed E/GDP decline. The analysis shows that (a) 48% (1.27MJ/$) of the decline was associated with an inter-sector structural change in the economy (i.e. an increased contribution to the total GDP of the low energy-using commercial and institutional sector compared with the high energy-using manufacturing and heavy industry sectors); (b) 24% (0.62MJ/$) was attributed to the impact of the Canadian GDP growing faster than population; (c) 22% (0.58MJ/$) of the decline was associated with an overall decrease in business energy intensity. A deeper analysis of business sectors shows a positive impact of 0.4MJ/$ from increased energy intensity in the oil and gas sector, offset by a 0.98MJ/$ decline due to energy intensity declines in the other business sectors; (d) 6.3% (0.17MJ/$) of the decline was associated with an improvement in the energy intensity of households, mostly from residential energy use rather than personal transportation energy use. These results provide insights for policy makers regarding those aspects of the Canadian economy that contribute to, or work against, efforts to transform energy systems toward sustainability.