王寒,王聪,王延荣

• 1:华北水利水电大学水资源学院
• 2:华北水利水电大学管理与经济学院
• 3:华北水利水电大学公民水素养研究中心

摘要(Abstract)：

【目的】为促进水效标识的普及与推广,从消费者角度探究其对水效标识的采纳行为,【方法】基于动机理论与刺激-有机体-反应(S-O-R)模型,运用扎根理论分析消费者水效标识采纳行为的影响因素,并利用随机森林分类算法确定关键影响指标,在此基础上构建系统动力学模型对消费者水效标识采纳行为进行动态演化仿真。【结果】结果显示:仿真周期内采纳行为水平的演化趋势可分为三个阶段,前期基本保持不变,中期缓慢上升,后期快速上升;内部需求或外部诱因对采纳行为动机的敏感性大小依次为:经济需求>心理需求>群体规范>营销策略;个体因素对采纳行为水平的敏感性大小依次为:认知程度>节水意识>感知信任>感知价值;情境因素对采纳行为水平的敏感性大小依次为:宣传教育>节水氛围。【结论】结果表明:消费者水效标识采纳行为水平在仿真周期内呈现先慢后快的上升趋势;经济需求是刺激消费者产生采纳行为动机的关键要素;认知程度和宣传教育是影响消费者采纳行为动机外化为采纳行为的重要因素。研究结果揭示了消费者水效标识采纳行为的动态演化规律,可为其促进策略与实施路径的设计提供理论依据。

关键词(KeyWords)： 水效标识;采纳行为;系统动力学;动态演化;仿真;影响因素

Abstract:

Keywords:

基金项目(Foundation): 国家社会科学基金项目(23BJY062)

作者(Author): 王寒,王聪,王延荣

DOI: 10.13928/j.cnki.wrahe.2025.02.008

参考文献(References)：

• [1] KELLY D A. Labelling and water conservation:A European perspective on a global challenge[J]. Building Services Engineering Research and Technology, 2015, 36(6):643-657.
• [2]王延荣,梁婧茹,尼鲁帕·加帕尔.中国水效标识制度的实施现状及推进策略[J].水利发展研究, 2021, 21(11):80-84.WANG Yanrong, LIANG Jingru, NILUPA Jiapaer. Implementation status and promotion strategies of water efficiency labeling scheme in China[J]. Water Resources Development Research, 2021, 21(11):80-84.
• [3]王玉洁,白雪,才宽.国内外产品节水制度实践对我国水效标识制度的启示[J].中国标准化, 2015(9):99-102.WANG Yujie, BAI Xue, CAI Kuan. Revelation for China Water Efficiency Label System based on the practices of domestic and foreign product water-saving systems[J]. China Standardization, 2015(9):99-102.
• [4]杨杰,杨金梅.新质生产力视角下我国节水产业发展的策略[J].南水北调与水利科技(中英文), 2024, 22(4):632-640.YANG J, YANG J M. Development strategy of China’ s watersaving industry from the perspective of new quality productive forces[J]. South-to-North Water Transfers and Water Science&Technology, 2024, 22(4):632-640.
• [5]詹力炜,朱永楠,赵勇,等.南水北调受水区生活用水影响因素与节水潜力[J].南水北调与水利科技(中英文), 2023, 21(1):56-64.ZHAN L W, ZHU Y N, ZHAO Y, et al. Influencing factors of domestic water and water conservation potential in the water import areas of the South-to-North Water Transfer Project[J]. South-to-North Water Transfers and Water Science&Technology, 2023, 21(1):56-64.
• [6] CHINI C M, SCHREIBER K L, BARKER Z A, et al. Quantifying energy and water savings in the US residential sector[J].Environmental science&technology, 2016, 50(17):9003-9012.
• [7] SCHEIN J, CHAN P, CHEN Y, et al. Methodology for the national water savings models-indoor residential and commercial/institutional products, and outdoor residential products[J]. Water Supply,2019, 19(3):879-890.
• [8] FANE S, GROSSMAN C, SCHLUNKE A. Australia’ s water efficiency labelling and standards scheme:Summary of an environmental and economic evaluation[J]. Water Supply, 2020,20(1):1-12.
• [9]李肇桀,王建平,夏朋.借鉴新加坡强制节水经验完善我国水效标识管理措施[J].水利发展研究, 2019, 19(9):1-2.LI Zhaojie, WANG Jianping, XIA Peng. Learn from Singapore’ s experience of mandatory water conservation Improve the management measures of water efficiency label in our country[J]. Water Resources Development Research, 2019, 19(9):1-2.
• [10]杨钢,王亚杰,张瑞美.关于水效标识管理工作推进的思考与建议[J].水利发展研究, 2022, 22(10):49-53.YANG Gang, WANG Yajie, ZHANG Ruimei. Reflections and suggestions on the advancement of water efficiency label management efforts[J]. Water Resources Development Research, 2022, 22(10):49-53.
• [11] LIANG J, ZHANG S, WANG H, et al. Adoption behavior of water efficiency labeling:Origin, research progress and theoretical framework-evidence from China[J]. Water Policy, 2022, 24(1):66-82.
• [12]王延荣,梁婧茹,付豪.消费者感知、环境因素对消费者采纳水效标识行为的影响研究[J].生态经济, 2022, 38(10):173-178.WANG Yanrong, LIANG Jingru, FU Hao. Research on the influence of consumer perception and environmental factors on their adoption behavior of water efficiency label[J]. Ecological Economy, 2022, 38(10):173-178.
• [13] WANG Y, WANG C, WANG H, et al. Prediction of consumers’adoption behavior of products with water efficiency labeling based on hidden markov model[J]. Water, 2024, 16(1):44.
• [14] ZHAO R, YANG M, LIU J, et al. University students’ purchase intention and willingness to pay for carbon-labeled food products:a purchase decision-making experiment[J]. International Journal of Environmental Research and Public Health, 2020, 17(19):7026.
• [15] LIAO X, SHEN S V, SHI X. The effects of behavioral intention on the choice to purchase energy-saving appliances in China:The role of environmental attitude, concern, and perceived psychological benefits in shaping intention[J]. Energy Efficiency, 2020, 13(1):33-49.
• [16]张帆,吴艾婧,范云柱.南京市居民个人节水意识认知与行为调研分析[J].水利发展研究, 2023, 23(1):65-68.ZHANG Fan, WU Aijing, FAN Yunzhu. Investigation and analysis of urban resident water-saving consciousness cognition and behavior in Nanjing City[J]. Water Resources Development Research, 2023,23(1):65-68.
• [17] BHUTTO M Y, LIU X, SOOMRO Y A, et al. Adoption of energyefficient home appliances:Extending the theory of planned behavior[J]. Sustainability, 2020, 13(1):250.
• [18] WARIS I, HAMEED I. An empirical study of consumers intention to purchase energy efficient appliances[J]. Social Responsibility Journal, 2020, 17(4):489-507.
• [19] LUO B, LI L, SUN Y. Understanding the influence of consumers’perceived value on energy-saving products purchase intention[J].Frontiers in Psychology, 2022, 12:640376.
• [20] LIN C Y, SYRGABAYEVA D. Mechanism of environmental concern on intention to pay more for renewable energy:Application to a developing country[J]. Asia Pacific Management Review, 2016,21(3):125-134.
• [21]刘鹤,范莉莉.碳标签产品“溢价”支付意愿及其影响因素研究[J].价格理论与实践, 2018(5):123-126.LIU He, FAN Lili. Research on pay willingness and its influencing factors of carbon label products “premium”[J]. Price:Theory&Practice, 2018(5):123-126.
• [22] ZHANG Y, XIAO C, ZHOU G. Willingness to pay a price premium for energy-saving appliances:Role of perceived value and energy efficiency labeling[J]. Journal of Cleaner Production, 2020, 242:118555.
• [23] NYDRIOTI I, GRIGOROPOULOU H. Using the water footprint concept for water use efficiency labelling of consumer products:the Greek experience[J]. Environmental Science and Pollution Research, 2023, 30(8):19918-19930.
• [24]周丹萍,王丽丽,吕巍.消费者采纳能效标识的整合心理模型研究[J].软科学, 2017, 31(8):123-128.ZHOU Danping, WANG Lili, LYU Wei. Research on integrated psychological model of consumer adoption of energy-efficiency label[J]. Soft Science, 2017, 31(8):123-128.
• [25]张学睦,王希宁.生态标签对绿色产品购买意愿的影响:以消费者感知价值为中介[J].生态经济, 2019, 35(1):59-64.ZHANG Xuemu, WANG Xining. Research on the influence of ecolabel on the purchase intention of green products with the mediating role of consumer perceived value[J]. Ecological Economy, 2019, 35(1):59-64.
• [26] LI G, LI W, JIN Z, et al. Influence of environmental concern and knowledge on households’ willingness to purchase energy-efficient appliances:A case study in Shanxi, China[J]. Sustainability,2019, 11(4):1073.
• [27] GORTON M, TOCCO B, YEH C H, et al. What determines consumers′use of eco-labels? Taking a close look at label trust[J].Ecological Economics, 2021, 189:107173.
• [28]赵锐,周晓,闵雪峰.基于系统动力学的碳标签产品购买行为博弈分析[J].系统科学学报, 2021, 29(2):111-115.ZHAO Rui, ZHOU Xiao, MIN Xuefeng. Game theoretical analysis on purchase of carbon labelled products based on a system dynamics[J].Chinese Journal of Systems Science, 2021, 29(2):111-115.
• [29]布罗菲,陆怡如.激发学习动机[M].上海:华东师范大学出版社, 2005.BROPHY J, LU Y R. Stimulate learning motivation[M]. Shanghai:East China Normal University Press, 2005.
• [30] KAMBOJ S, SARMAH B, GUPTA S, et al. Examining branding co-creation in brand communities on social media:Applying the paradigm of Stimulus-Organism-Response[J]. International Journal of Information Management, 2018, 39:169-185.
• [31] SULTAN P, WONG H Y, AZAM M S. How perceived communication source and food value stimulate purchase intention of organic food:An examination of the stimulus-organism-response(SOR)model[J]. Journal of Cleaner Production, 2021, 312:127807.