Modelling Public Intention to Reduce Non-Revenue Water: An Expanded Version of the Theory of Planned Behaviour

Tze Xien Shelley Ong, C. Chuan, Sia Bik Kai
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Abstract

The study seeks to determine the public’s Non-Revenue Water (NRW) reduction behavioural intention in Malaysia. It endeavours to expand the social-psychological behavioural model which is the theory of planned behaviour (TPB) by adding the determinants of environmental knowledge, environmental concern, the respondents’ gender, age group, ethnicity, marital status and education level to predict the public’s behavioural intention to engage in NRW reduction practices. A self-structured questionnaire with face-to-face interview was employed to gather responses from 800 citizens who are currently living in the state of Selangor, the Federal Territory of Kuala Lumpur, Pahang, and Johor. Following the subsequent hierarchical linear regression models, the final model has explained 51.3% of the variance in behavioural intention to take part in NRW reduction practices. The study’s findings identify that the factors of attitude, subjective norm, perceived behavioural control, environmental knowledge, environmental concern, and gender significantly influence the NRW reduction intention. Moreover, the study reveals that ethnicity and education differences have significant influences on the expanded TPB in terms of NRW reduction. This study furthers to the present theory and experience by offering advantageous perception about the application of environmental knowledge and environmental concern on the public’s NRW reduction intention.  
减少非收益水的公众意图建模:计划行为理论的扩展版本
该研究旨在确定马来西亚公众的非税收水(NRW)减少行为意愿。通过增加环境知识、环境关注、受访者的性别、年龄组、种族、婚姻状况和教育水平等决定因素,努力扩展社会心理行为模型,即计划行为理论(TPB),以预测公众参与减少北威州实践的行为意愿。采用面对面访谈的自结构问卷收集了800名目前居住在雪兰莪州、吉隆坡联邦直辖区、彭亨州和柔佛州的公民的回答。根据随后的分层线性回归模型,最终模型解释了51.3%的行为意愿方差参加NRW减少实践。研究发现,态度、主观规范、感知行为控制、环境知识、环境关注和性别等因素对北威州减少意向有显著影响。此外,研究还发现,种族和教育差异对扩大的TPB在NRW减少方面有显著影响。本研究对现有的理论和经验进行了进一步的拓展,对环境知识和环境关注在公众减少自然灾害意愿中的应用提供了有利的认识。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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