{"title":"从意图到行动:理解可持续消费行为的结构方程建模方法","authors":"Meenakshi Gandhi, Poornima Gupta, Ridhima Sharma","doi":"10.1016/j.jclepro.2025.144767","DOIUrl":null,"url":null,"abstract":"<h2>Section snippets</h2><section><section><section><h2>Sustainable’ consumption behaviour (SCB)</h2>SCB encompasses individuals' decisions and actions aimed at minimizing their environmental footprint and advancing sustainability goals (Chekima <em>et al.</em>, 2017; Hassan and Lee, 2015). Alternatively, it is the responsible utilization of products and services’ to fulfill basic needs and improve quality of lifes and mitigating adverse environmental effects and safeguarding the earth's capacity to support future generations (Paul <em>et al.</em>, 2016; Quoquab and Mohammad, 2020). SCB has thus been seen as a</section></section></section><section><section><section><h2>Proposed Model</h2>Based on previous studies, we proposed a model for SCB. Grounded in the Theory of Planned behaviour, we attempt to predict SCB with PI. PI in turn is measured by PBC, SN, and SCA. Based on the study by Quoquab <em>et al.</em> (2019), SCB is measured by concern for future generations, quality of life, and environmental concern. The formative-reflective behaviour of the scale in terms of SCB comprising CFG, QL, and ENV under this study is the empirical contribution to the field of knowledge. It enables an</section></section></section><section><section><section><h2>Structural Model</h2>The various relationships among the constructs were explored in the structural model assessments.The procedure utilized bootstrapping with the advised 5000 samples to determine the necessary P values for the study's formulated hypothesis. (Hair <em>et al.</em>, 2020). The predictor constructs were initially assessed using formative assessment variance inflation factor (VIF). Calculated values for the PI and SCB were discovered to be less than 3.33. Moreover, no multicollinearity issues were seen. (Hair <em></em></section></section></section><section><section><h2>Discussion</h2>This study looks at consumption as a process in daily life and sustainability in our activities. Ecologically bearable consumption must be the norm, which is possible only if our thoughts and actions are directed so that they act not only to counter various environmental challenges faced but also for future generations to live in healthy surroundings. The dimensions of concern for the environment, future generations, and quality of life were used from the qualitative work done by Quoquab <em>et al.</em></section></section><section><section><section><h2>Theoretical implications</h2>The study has theoretical implications as it adds to the literature on SCB with an individual perspective in the Indian context. This study empirically investigates the SCB in individuals' daily lives using QL, CFG, and ENV variables. The research proposes a framework for sensitizing consumers to make a habit of living sustainably. This aspect appeared as a gap in earlier studies. Policymakers could use this study to establish community ambassadors of such programs to promote SCB. The authors</section></section></section><section><section><h2>Limitations and future research</h2>This research acknowledges a regional limitation, focusing on the population from Delhi NCR, suggesting the need for cross-validation in urban and non-urban contexts and across different nations to enhance generalizability. Also the behaviour may have cultural connotations as highlighted by the difference in the finding in the studies across different countries, a more robust model could be developed for generalizability across countries. The data collection was based on responses from one</section></section><section><section><h2>Uncited reference</h2>Cheah and Phau, 2011; D’Souza et al., 2007; Małczyński et al., 2020; Muzaffar, 2015; Nguyen et al., 2019; Nitzl et al., 2016; Raman, 2020; Si et al., 2020; Singh and Verma, 2017; Sparks et al., 2021; Yadav and Pathak, 2017; Yang et al., 2018.</section></section><section><section><h2>Declaration of Competing Interest</h2>☒ The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.</section></section>","PeriodicalId":349,"journal":{"name":"Journal of Cleaner Production","volume":"96 1","pages":""},"PeriodicalIF":9.7000,"publicationDate":"2025-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"From Intentions to Actions: A Structural Equation Modeling Approach to Understanding Sustainable Consumption Behaviour\",\"authors\":\"Meenakshi Gandhi, Poornima Gupta, Ridhima Sharma\",\"doi\":\"10.1016/j.jclepro.2025.144767\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<h2>Section snippets</h2><section><section><section><h2>Sustainable’ consumption behaviour (SCB)</h2>SCB encompasses individuals' decisions and actions aimed at minimizing their environmental footprint and advancing sustainability goals (Chekima <em>et al.</em>, 2017; Hassan and Lee, 2015). Alternatively, it is the responsible utilization of products and services’ to fulfill basic needs and improve quality of lifes and mitigating adverse environmental effects and safeguarding the earth's capacity to support future generations (Paul <em>et al.</em>, 2016; Quoquab and Mohammad, 2020). SCB has thus been seen as a</section></section></section><section><section><section><h2>Proposed Model</h2>Based on previous studies, we proposed a model for SCB. Grounded in the Theory of Planned behaviour, we attempt to predict SCB with PI. PI in turn is measured by PBC, SN, and SCA. Based on the study by Quoquab <em>et al.</em> (2019), SCB is measured by concern for future generations, quality of life, and environmental concern. The formative-reflective behaviour of the scale in terms of SCB comprising CFG, QL, and ENV under this study is the empirical contribution to the field of knowledge. It enables an</section></section></section><section><section><section><h2>Structural Model</h2>The various relationships among the constructs were explored in the structural model assessments.The procedure utilized bootstrapping with the advised 5000 samples to determine the necessary P values for the study's formulated hypothesis. (Hair <em>et al.</em>, 2020). The predictor constructs were initially assessed using formative assessment variance inflation factor (VIF). Calculated values for the PI and SCB were discovered to be less than 3.33. Moreover, no multicollinearity issues were seen. (Hair <em></em></section></section></section><section><section><h2>Discussion</h2>This study looks at consumption as a process in daily life and sustainability in our activities. Ecologically bearable consumption must be the norm, which is possible only if our thoughts and actions are directed so that they act not only to counter various environmental challenges faced but also for future generations to live in healthy surroundings. The dimensions of concern for the environment, future generations, and quality of life were used from the qualitative work done by Quoquab <em>et al.</em></section></section><section><section><section><h2>Theoretical implications</h2>The study has theoretical implications as it adds to the literature on SCB with an individual perspective in the Indian context. This study empirically investigates the SCB in individuals' daily lives using QL, CFG, and ENV variables. The research proposes a framework for sensitizing consumers to make a habit of living sustainably. This aspect appeared as a gap in earlier studies. Policymakers could use this study to establish community ambassadors of such programs to promote SCB. The authors</section></section></section><section><section><h2>Limitations and future research</h2>This research acknowledges a regional limitation, focusing on the population from Delhi NCR, suggesting the need for cross-validation in urban and non-urban contexts and across different nations to enhance generalizability. Also the behaviour may have cultural connotations as highlighted by the difference in the finding in the studies across different countries, a more robust model could be developed for generalizability across countries. The data collection was based on responses from one</section></section><section><section><h2>Uncited reference</h2>Cheah and Phau, 2011; D’Souza et al., 2007; Małczyński et al., 2020; Muzaffar, 2015; Nguyen et al., 2019; Nitzl et al., 2016; Raman, 2020; Si et al., 2020; Singh and Verma, 2017; Sparks et al., 2021; Yadav and Pathak, 2017; Yang et al., 2018.</section></section><section><section><h2>Declaration of Competing Interest</h2>☒ The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.</section></section>\",\"PeriodicalId\":349,\"journal\":{\"name\":\"Journal of Cleaner Production\",\"volume\":\"96 1\",\"pages\":\"\"},\"PeriodicalIF\":9.7000,\"publicationDate\":\"2025-01-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Cleaner Production\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://doi.org/10.1016/j.jclepro.2025.144767\",\"RegionNum\":1,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, ENVIRONMENTAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Cleaner Production","FirstCategoryId":"93","ListUrlMain":"https://doi.org/10.1016/j.jclepro.2025.144767","RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ENVIRONMENTAL","Score":null,"Total":0}
引用次数: 0
摘要
可持续消费行为(SCB)SCB包括个人旨在最大限度地减少环境足迹和推进可持续发展目标的决策和行动(Chekima等人,2017;Hassan and Lee, 2015)。或者,它是对产品和服务的负责任的利用,以满足基本需求,提高生活质量,减轻不利的环境影响,保护地球支持子孙后代的能力(Paul等人,2016;Quoquab and Mohammad, 2020)。基于以往的研究,我们提出了一个SCB模型。在计划行为理论的基础上,我们尝试用PI来预测SCB。PI依次由PBC、SN和SCA测量。根据ququab等人(2019)的研究,SCB是通过对后代的关注、生活质量和环境关注来衡量的。在本研究中,量表在由CFG、QL和ENV组成的SCB方面的形成-反射行为是对知识领域的实证贡献。在结构模型评估中,探索了结构之间的各种关系。该程序利用自举与建议的5000个样本,以确定必要的P值为研究制定的假设。(Hair et al., 2020)。预测因子结构最初使用形成性评估方差膨胀因子(VIF)进行评估。PI和SCB的计算值均小于3.33。此外,没有多重共线性问题。头发讨论这项研究将消费视为日常生活中的一个过程和我们活动的可持续性。生态上可承受的消费必须成为规范,这只有在我们的思想和行动受到指导的情况下才有可能,因为它们不仅要应对面临的各种环境挑战,而且要为子孙后代生活在健康的环境中。对环境、后代和生活质量的关注维度来自于ququab等人所做的定性工作。理论含义该研究具有理论含义,因为它以印度背景下的个人视角增加了关于SCB的文献。本研究采用QL、CFG和ENV变量对个体日常生活中的SCB进行实证研究。该研究提出了一个框架,让消费者养成可持续生活的习惯。这方面在早期的研究中表现为空白。政策制定者可以利用这项研究建立此类项目的社区大使,以促进SCB。作者的局限性和未来研究本研究承认区域局限性,重点关注德里NCR的人口,这表明需要在城市和非城市背景下以及不同国家进行交叉验证,以提高普遍性。此外,行为可能具有文化内涵,正如不同国家研究结果的差异所强调的那样,可以为各国的普遍性开发一个更强大的模型。数据收集基于一篇未被引文献(echeah and Phau, 2011)的回复;D 'Souza et al., 2007;Małczyński等人,2020;Muzaffar, 2015;Nguyen et al., 2019;Nitzl et al., 2016;拉曼,2020;Si et al., 2020;Singh and Verma, 2017;Sparks等人,2021;Yadav and Pathak, 2017;Yang et al., 2018。有竞争利益的声明☒作者声明,他们没有已知的可能影响本文所报告工作的有竞争利益的财务利益或个人关系。
From Intentions to Actions: A Structural Equation Modeling Approach to Understanding Sustainable Consumption Behaviour
Section snippets
Sustainable’ consumption behaviour (SCB)
SCB encompasses individuals' decisions and actions aimed at minimizing their environmental footprint and advancing sustainability goals (Chekima et al., 2017; Hassan and Lee, 2015). Alternatively, it is the responsible utilization of products and services’ to fulfill basic needs and improve quality of lifes and mitigating adverse environmental effects and safeguarding the earth's capacity to support future generations (Paul et al., 2016; Quoquab and Mohammad, 2020). SCB has thus been seen as a
Proposed Model
Based on previous studies, we proposed a model for SCB. Grounded in the Theory of Planned behaviour, we attempt to predict SCB with PI. PI in turn is measured by PBC, SN, and SCA. Based on the study by Quoquab et al. (2019), SCB is measured by concern for future generations, quality of life, and environmental concern. The formative-reflective behaviour of the scale in terms of SCB comprising CFG, QL, and ENV under this study is the empirical contribution to the field of knowledge. It enables an
Structural Model
The various relationships among the constructs were explored in the structural model assessments.The procedure utilized bootstrapping with the advised 5000 samples to determine the necessary P values for the study's formulated hypothesis. (Hair et al., 2020). The predictor constructs were initially assessed using formative assessment variance inflation factor (VIF). Calculated values for the PI and SCB were discovered to be less than 3.33. Moreover, no multicollinearity issues were seen. (Hair
Discussion
This study looks at consumption as a process in daily life and sustainability in our activities. Ecologically bearable consumption must be the norm, which is possible only if our thoughts and actions are directed so that they act not only to counter various environmental challenges faced but also for future generations to live in healthy surroundings. The dimensions of concern for the environment, future generations, and quality of life were used from the qualitative work done by Quoquab et al.
Theoretical implications
The study has theoretical implications as it adds to the literature on SCB with an individual perspective in the Indian context. This study empirically investigates the SCB in individuals' daily lives using QL, CFG, and ENV variables. The research proposes a framework for sensitizing consumers to make a habit of living sustainably. This aspect appeared as a gap in earlier studies. Policymakers could use this study to establish community ambassadors of such programs to promote SCB. The authors
Limitations and future research
This research acknowledges a regional limitation, focusing on the population from Delhi NCR, suggesting the need for cross-validation in urban and non-urban contexts and across different nations to enhance generalizability. Also the behaviour may have cultural connotations as highlighted by the difference in the finding in the studies across different countries, a more robust model could be developed for generalizability across countries. The data collection was based on responses from one
Uncited reference
Cheah and Phau, 2011; D’Souza et al., 2007; Małczyński et al., 2020; Muzaffar, 2015; Nguyen et al., 2019; Nitzl et al., 2016; Raman, 2020; Si et al., 2020; Singh and Verma, 2017; Sparks et al., 2021; Yadav and Pathak, 2017; Yang et al., 2018.
Declaration of Competing Interest
☒ The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
期刊介绍:
The Journal of Cleaner Production is an international, transdisciplinary journal that addresses and discusses theoretical and practical Cleaner Production, Environmental, and Sustainability issues. It aims to help societies become more sustainable by focusing on the concept of 'Cleaner Production', which aims at preventing waste production and increasing efficiencies in energy, water, resources, and human capital use. The journal serves as a platform for corporations, governments, education institutions, regions, and societies to engage in discussions and research related to Cleaner Production, environmental, and sustainability practices.