{"title":"印度Y代和Z代的节电意图和行为的前因后果——结构方程模型和必要条件分析的结合使用","authors":"Rajesh Gangakhedkar, Mohsin Khan","doi":"10.1007/s12053-025-10349-7","DOIUrl":null,"url":null,"abstract":"<div><p>At a time when India is making earnest efforts to achieve sustainable development goals, setting decarbonisation targets, this study is timely as it gives important insights for policy making. Electricity-energy saving behaviour is one of the sustainable goals to be achieved, as a part of larger sustainable development goals. This study explores the factors influencing electricity saving intentions and behaviour of generation Y and Z are supportive of sustainable development goals. We also tested the moderating effects of habit on the relationship between intention and behaviour. To achieve the objective of the study we used extended theory of planned behaviour (eTPB) as conceptual framework. The data of was collected from 347 respondents. Partial least square structural equation modeling (PLS SEM) and necessary condition analysis (NCA), reveals that, information publicity, perceived behavioural control, attitude, and personal norms are sufficient conditions for electricity saving intention. They have a significant positive impact on intention. Intention in turn proved to be a significant determinant of actual behaviour and proved to be a necessary condition for a high level of actual behaviour. Habit showed a significant moderating effect on the relationship between intention and behaviour. The combination of both PLS-SEM and NCA techniques lends novelty to the study, as it brings to the fore the difference between sufficient and necessary conditions required to achieve the desired outcome.</p></div>","PeriodicalId":537,"journal":{"name":"Energy Efficiency","volume":"18 6","pages":""},"PeriodicalIF":4.0000,"publicationDate":"2025-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Antecedents of electricity saving intentions and behaviour of generation Y and Z of India – a combined use of structural equation modeling and necessary condition analysis\",\"authors\":\"Rajesh Gangakhedkar, Mohsin Khan\",\"doi\":\"10.1007/s12053-025-10349-7\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>At a time when India is making earnest efforts to achieve sustainable development goals, setting decarbonisation targets, this study is timely as it gives important insights for policy making. Electricity-energy saving behaviour is one of the sustainable goals to be achieved, as a part of larger sustainable development goals. This study explores the factors influencing electricity saving intentions and behaviour of generation Y and Z are supportive of sustainable development goals. We also tested the moderating effects of habit on the relationship between intention and behaviour. To achieve the objective of the study we used extended theory of planned behaviour (eTPB) as conceptual framework. The data of was collected from 347 respondents. Partial least square structural equation modeling (PLS SEM) and necessary condition analysis (NCA), reveals that, information publicity, perceived behavioural control, attitude, and personal norms are sufficient conditions for electricity saving intention. They have a significant positive impact on intention. Intention in turn proved to be a significant determinant of actual behaviour and proved to be a necessary condition for a high level of actual behaviour. Habit showed a significant moderating effect on the relationship between intention and behaviour. The combination of both PLS-SEM and NCA techniques lends novelty to the study, as it brings to the fore the difference between sufficient and necessary conditions required to achieve the desired outcome.</p></div>\",\"PeriodicalId\":537,\"journal\":{\"name\":\"Energy Efficiency\",\"volume\":\"18 6\",\"pages\":\"\"},\"PeriodicalIF\":4.0000,\"publicationDate\":\"2025-07-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Energy Efficiency\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s12053-025-10349-7\",\"RegionNum\":4,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ENERGY & FUELS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Energy Efficiency","FirstCategoryId":"5","ListUrlMain":"https://link.springer.com/article/10.1007/s12053-025-10349-7","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENERGY & FUELS","Score":null,"Total":0}
Antecedents of electricity saving intentions and behaviour of generation Y and Z of India – a combined use of structural equation modeling and necessary condition analysis
At a time when India is making earnest efforts to achieve sustainable development goals, setting decarbonisation targets, this study is timely as it gives important insights for policy making. Electricity-energy saving behaviour is one of the sustainable goals to be achieved, as a part of larger sustainable development goals. This study explores the factors influencing electricity saving intentions and behaviour of generation Y and Z are supportive of sustainable development goals. We also tested the moderating effects of habit on the relationship between intention and behaviour. To achieve the objective of the study we used extended theory of planned behaviour (eTPB) as conceptual framework. The data of was collected from 347 respondents. Partial least square structural equation modeling (PLS SEM) and necessary condition analysis (NCA), reveals that, information publicity, perceived behavioural control, attitude, and personal norms are sufficient conditions for electricity saving intention. They have a significant positive impact on intention. Intention in turn proved to be a significant determinant of actual behaviour and proved to be a necessary condition for a high level of actual behaviour. Habit showed a significant moderating effect on the relationship between intention and behaviour. The combination of both PLS-SEM and NCA techniques lends novelty to the study, as it brings to the fore the difference between sufficient and necessary conditions required to achieve the desired outcome.
期刊介绍:
The journal Energy Efficiency covers wide-ranging aspects of energy efficiency in the residential, tertiary, industrial and transport sectors. Coverage includes a number of different topics and disciplines including energy efficiency policies at local, regional, national and international levels; long term impact of energy efficiency; technologies to improve energy efficiency; consumer behavior and the dynamics of consumption; socio-economic impacts of energy efficiency measures; energy efficiency as a virtual utility; transportation issues; building issues; energy management systems and energy services; energy planning and risk assessment; energy efficiency in developing countries and economies in transition; non-energy benefits of energy efficiency and opportunities for policy integration; energy education and training, and emerging technologies. See Aims and Scope for more details.