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基于SEM的校园用能行为影响因素分析

Analysis of influencing factors of campus energy consumption behavior based on structural equation modeling

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【作者】 王乐陈义波杨建中周祺皓岑梦露张义健何易泽

【Author】 Wang Le;Chen Yibo;Yang Jianzhong;Zhou Qihao;Cen Menglu;Zhang Yijian;He Yize;School of Civil Engineering, Zhengzhou University;

【通讯作者】 陈义波;

【机构】 郑州大学土木工程学院

【摘要】 为探究高校校园用能行为的影响因素并制定科学减排策略,采用结构方程模型(Structural Equation Modeling, SEM)对节能意识、用能行为、环境态度、社会规范及行为控制之间的作用路径进行了分析。基于此,通过涵盖五大核心变量的量表问卷,收集有效样本295份,从信效度检验、模型适配度及路径关系验证等方面进行了分析。其中,模型适配度指标(CMIN/DF=1.741,RMSEA=0.050)达到优秀标准。基于SEM分析,结果表明:节能意识和行为控制对用能行为具有显著正向影响,环境态度通过节能意识间接促进用能行为,而社会规范呈现负向作用。最终实现了高校节能策略的量化评估,揭示了变量间复杂关系、验证理论假设的效果,从用能行为角度为高校校园的节能降碳策略制定提供科学依据。

【Abstract】 To explore factors influencing energy use on campus and develop science-based reduction strategies, Structural Equation Modeling(SEM) was used to analyze the paths between energy-saving awareness, energy use behavior, environmental attitude, social norms, and perceived behavioral control. A questionnaire covering these five variables was conducted, collecting 295 valid samples. Analysis focused on reliability, validity, model fit, and path relationships. Model fit indices(CMIN/DF=1.741, RMSEA=0.050) were excellent. SEM results showed that energy-saving awareness and perceived behavioral control positively affect energy use behavior; environmental attitude indirectly promotes it through energy-saving awareness, while social norms have a negative effect. This study enables quantifying campus energy-saving strategies, revealing complex variable relationships and confirming theoretical assumptions. It offers a scientific basis for developing energy-saving and carbon-reduction strategies on campus from the energy-use perspective.

【基金】 郑州大学省级大学生创新创业训练计划:基于零碳导向用能行为模式挖掘的校园碳排放测算及评价(项目编号:202410459090);河南省重点研发专项:零碳建筑用能关键技术与装备研发(项目编号:231111321200)
  • 【文献出处】 山西建筑 ,Shanxi Architecture , 编辑部邮箱 ,2026年06期
  • 【分类号】TU111.195;TK018
  • 【下载频次】365
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