{"title":"Underlying drivers of temporal-spatial energy consumption from the perspective of the government in China","authors":"Chong Xu , Huiyu Yang , Xiaoqin Xie","doi":"10.1016/j.cjpre.2026.03.004","DOIUrl":null,"url":null,"abstract":"<div><div>Energy consumption (EC) is a core factor in maintaining sustainable development; little is known about the drivers of temporal-spatial EC changes and the corresponding inequality from the perspective of government, thereby weakening the policy implications for energy conservation and emission reduction. To fill this gap, this study uses spatial-temporal logarithmic mean Divisia index models and extended Theil index inequality models to investigate the drivers of EC changes and inequality, considering the scale and structure of governmental environmental expenditure (EG) across 30 Chinese provinces from 2007 to 2021. The findings reveal that: First, EG acts as a positive driver of total EC, while industrial investment efficiency and fiscal expenditure pressure exert negative effects. Second, disparities in EG functions act as a negative driver, accounting for a 4.56% decrease in average interprovincial EC gaps. Third, China’s EC inequality demonstrated an overall upward trajectory from 0.074 to 0.093 over the period, mainly driven by positive contributions from inequalities in EG and the fiscal expenditure structure. This study highlights the importance of optimizing the government expenditure structure and scale in formulating policies for sustainable EC.</div></div>","PeriodicalId":45743,"journal":{"name":"Chinese Journal of Population Resources and Environment","volume":"24 1","pages":"Pages 41-53"},"PeriodicalIF":4.7000,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Chinese Journal of Population Resources and Environment","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2325426226000045","RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/4/9 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"ENVIRONMENTAL STUDIES","Score":null,"Total":0}
引用次数: 0
Abstract
Energy consumption (EC) is a core factor in maintaining sustainable development; little is known about the drivers of temporal-spatial EC changes and the corresponding inequality from the perspective of government, thereby weakening the policy implications for energy conservation and emission reduction. To fill this gap, this study uses spatial-temporal logarithmic mean Divisia index models and extended Theil index inequality models to investigate the drivers of EC changes and inequality, considering the scale and structure of governmental environmental expenditure (EG) across 30 Chinese provinces from 2007 to 2021. The findings reveal that: First, EG acts as a positive driver of total EC, while industrial investment efficiency and fiscal expenditure pressure exert negative effects. Second, disparities in EG functions act as a negative driver, accounting for a 4.56% decrease in average interprovincial EC gaps. Third, China’s EC inequality demonstrated an overall upward trajectory from 0.074 to 0.093 over the period, mainly driven by positive contributions from inequalities in EG and the fiscal expenditure structure. This study highlights the importance of optimizing the government expenditure structure and scale in formulating policies for sustainable EC.
期刊介绍:
The Chinese Journal of Population, Resources and Environment (CJPRE) is a peer-reviewed international academic journal that publishes original research in the fields of economic, population, resource, and environment studies as they relate to sustainable development. The journal aims to address and evaluate theoretical frameworks, capability building initiatives, strategic goals, ethical values, empirical research, methodologies, and techniques in the field. CJPRE began publication in 1992 and is sponsored by the Chinese Society for Sustainable Development (CSSD), the Research Center for Sustainable Development of Shandong Province, the Administrative Center for China's Agenda 21 (ACCA21), and Shandong Normal University. The Chinese title of the journal was inscribed by the former Chinese leader, Mr. Deng Xiaoping. Initially focused on China's advances in sustainable development, CJPRE now also highlights global developments from both developed and developing countries.