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Behavioural determinants of the healthcare providers in Ukraine: Focus on competition context 乌克兰医疗服务提供者的行为决定因素:关注竞争环境
Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-03 DOI: 10.1016/j.clrc.2024.100192
Lyudmila Beztelesna , Pawel Marzec , Olha Pliashko , Viktoriia Vovk , Sergii Khomych , Lesia Kucher , Anatolii Kucher

The development of the healthcare system is an important task for every country, given that long-term economic and social development is absolutely impossible without a healthy nation. Therefore, improving public health and ensuring that the maximum number of people have access to quality healthcare services is one of the state's strategic priorities. In this regard, the authors of the paper set a goal to establish how the reform of the healthcare system in Ukraine has led to changes in the behavioural determinants of healthcare providers and recipients in the domestic healthcare market. The paper uses such research methods as comparison, visualization, graphical data visualization tools, and statistical methods of data analysis. The study revealed that Ukrainian citizens got a chance to freely choose their physicians by signing declarations with them, which led to increased competition among physicians and other doctors and healthcare facilities; at the same time, the number of declarations signed with private healthcare facilities increased significantly. Furthermore, the developed econometric model allows us to identify statistically significant relationships between the amount of state funding and lifestyle and environmental indicators, which will allow us to improve the mechanisms and amount of funding in the sector, improving the health of the nation in the new competitive environment.

没有一个健康的国家,就绝对不可能有长期的经济和社会发展,因此,发展医疗保健系统是每个国家的一项重要任务。因此,提高公众健康水平、确保尽可能多的人获得优质医疗服务是国家的战略重点之一。为此,本文作者设定了一个目标,即确定乌克兰医疗系统改革如何导致国内医疗市场中医疗服务提供者和接受者的行为决定因素发生变化。论文采用了比较、可视化、图形数据可视化工具和数据分析统计方法等研究方法。研究表明,乌克兰公民有机会通过与医生签署声明来自由选择医生,这导致医生与其他医生和医疗机构之间的竞争加剧;与此同时,与私人医疗机构签署声明的数量大幅增加。此外,所建立的计量经济学模型使我们能够确定国家资助金额与生活方式和环境指标之间在统计学上的显著关系,这将使我们能够改进该部门的资助机制和金额,在新的竞争环境中改善国民的健康状况。
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引用次数: 0
When ‘fear factors’ motivate people to adopt electric vehicles in India: An empirical investigation of the protection motivation theory 在印度,当 "恐惧因素 "促使人们采用电动汽车时:保护动机理论的实证调查
Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-22 DOI: 10.1016/j.clrc.2024.100191
Chayasmita Deka , Mrinal Kanti Dutta , Masoud Yazdanpanah , Nadejda Komendantova

Climatic extremes have caused immense harm around the world. Its harm in terms of the proportion of people and regions affected continues to increase every single day. Due to people's psychological distance from such climatic threats, active initiatives are not undertaken for mitigation of its source. Rather, localized short-term solutions are marking a new status-quo. This study examines if fear can be used as a motivator to nudge people away from the psychological distance and motivate them to adopt electric vehicles (EVs). While subsidies and tax rebates are popularly adopted means to boost demand and supply of EVs, monetary incentives are costly to sustain for developing nations, amidst their diverse priorities. Instead, use of motivators like ‘fear’ is cheap, yet not much explored. Using the protection motivation theory, the study interviews 1112 Indian individuals, to examine if fear can nudge EV adoption. Using structural equation modeling and mediation analysis, the study finds that the expectation of personal harm from climatic threats can nudge one to actively mitigate the source of threat. Various aspects of threat and the associated coping processes that need to be triggered sequentially to nudge the formation of a pro-environmental intention to adopt EVs are also outlined.

极端气候在世界各地造成了巨大的危害。就受影响的人口和地区比例而言,其危害与日俱增。由于人们在心理上与这些气候威胁存在距离,因此没有采取积极措施从源头上缓解气候威胁。相反,局部的短期解决方案正在成为一种新的现状。本研究探讨了是否可以将恐惧作为一种激励因素,促使人们摆脱心理距离,采用电动汽车(EV)。虽然补贴和退税是促进电动汽车需求和供应的常用手段,但对于发展中国家来说,货币激励措施成本高昂,难以持续,因为它们的优先事项各不相同。相反,使用 "恐惧 "等激励手段成本低廉,但却鲜有人问津。本研究利用保护动机理论,对 1112 名印度人进行了访谈,以考察恐惧是否能推动电动汽车的采用。通过结构方程建模和中介分析,研究发现预期气候威胁会对个人造成伤害会促使人们积极减轻威胁来源。研究还概述了威胁的各个方面以及相关的应对过程,这些过程需要依次触发,以促使人们形成采用电动汽车的亲环境意向。
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引用次数: 0
Citizens’ deliberation on solutions to fight urban household food waste and nexus with growing urban gardens: The case of porto metropolitan area in Portugal 公民就解决城市家庭食物浪费问题的方案以及与城市菜园种植的关系进行讨论:葡萄牙波尔图大都市区案例
Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-03 DOI: 10.1016/j.clrc.2024.100188
Alexandra Ribeiro , Lívia Madureira , Raquel Carvalho

Food waste is currently acknowledged as a major societal challenge, including the food waste at the household level estimated to be responsible for the wastage of one third of the food produced for human consumption. Hence, tackling household food waste (HFW) is gaining a momentum in societal and policy agendas accompanied by an increasing effort of the scientific community to deliver evidence to address the research gaps on the causes and on the solutions to address this multidimensional societal problem. The proposed solutions by published literature to mitigate HFW can be unfolded into four major types, actions to raise people awareness, participatory actions, economic incentives, and collective actions. However, there is little evidence on the household's assessment of the different types of actions and its combination. This paper contributes to this research gap by adopting an innovative participatory approach, using deliberative focus groups (DFG), and analyzing the collected data through content analysis resorting to the software Maxqda. We had conducted six DGF in the Porto metropolitan area before and during the pandemic COVID-19 crisis. Our results highlight the citizen's option for more holistic actions in comparison to separate actions as a way to effectively fight food waste at household level. Another finding of our study is that citizen's growing urban gardens found it the more effective way to reduce household food waste. These results suggest that urban policies and underlying legal frameworks should favor holistic solutions to incentivise fighting HFW and account for the urban gardens as a relevant part of the solution. In addition, the study has shown that qualitative deliberative citizen-led approaches show insightful to understand how common people perceive as alternative or complementary the different types of actions to fight HFW proposed by the literature review.

目前,食物浪费已被公认为一项重大的社会挑战,包括家庭层面的食物浪费,据估计,三分之一的供人类消费的食物是由家庭食物浪费造成的。因此,解决家庭食物浪费问题(HFW)在社会和政策议程中的地位日益提高,同时科学界也在不断努力提供证据,以填补在解决这一多层面社会问题的原因和解决方案方面的研究空白。已发表的文献中提出的缓解高频水问题的解决方案可分为四大类:提高人们认识的行动、参与性行动、经济激励措施和集体行动。然而,关于家庭对不同类型行动的评估及其组合的证据却很少。本文采用创新的参与式方法,利用商议式焦点小组(DFG),并借助 Maxqda 软件通过内容分析对收集到的数据进行分析,从而填补了这一研究空白。在 COVID-19 大流行危机之前和期间,我们在波尔图大都市区开展了六次 DGF。我们的研究结果表明,与单独行动相比,公民选择更全面的行动,作为在家庭层面有效打击食物浪费的一种方式。我们研究的另一项发现是,市民种植城市菜园是减少家庭食物浪费的更有效方式。这些结果表明,城市政策和基本法律框架应倾向于采取整体解决方案,激励人们反对高频食物浪费,并将城市花园作为解决方案的相关部分。此外,该研究还表明,以公民为主导的定性审议方法对于了解普通民众如何看待文献综述中提出的不同类型的消除高频食物浪费行动的替代性或互补性具有重要意义。
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引用次数: 0
The transformation of sustainable lifestyle practices in ecoclubs 生态俱乐部可持续生活方式的转变
Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-03-30 DOI: 10.1016/j.clrc.2024.100189
Gabriella Kiss , Orsolya Lazányi , Tünde Taxner , Tamás Veress , Ágnes Neulinger

The lifestyle and consumption habits of individuals are crucial in the question of ecological sustainability. Current consumption patterns need to be changed, requiring societies to shift cultural norms and create new consumer habits which are within planetary boundaries. In the practices of teaching sustainable consumption in higher education participatory and action-oriented research and teaching methods can facilitate the transition towards a more sustainable lifestyle for students. In this paper, we present a method operating at the boundary of education and research, the so-called ecoclubs, based on the characteristics of cooperative inquiry and transformative learning. Ecoclubs enable systematic and democratic knowledge creation to achieve concrete social change. In this paper, we explore how the method can promote transformation in the knowledge, attitude and everyday practices of the participating students regarding a sustainable lifestyle. To analyse the transformative potential of ecoclubs we used qualitative content analysis on 38 semi-structured interviews and reflection diaries of co-researchers of ecoclubs. The results show that according to the members of the ecoclubs, the most important characteristics of this non-formal education are the community, autonomy of decision-making, knowledge sharing and experience-based format. From the students' point of view, these characteristics can contribute to their higher level of engagement with sustainability and additional changes in their lifestyle.

个人的生活方式和消费习惯对生态可持续性问题至关重要。当前的消费模式需要改变,这就要求社会转变文化规范,创造符合地球极限的新消费习惯。在高等教育的可持续消费教学实践中,以参与和行动为导向的研究和教学方法可以促进学生向更可持续的生活方式转变。在本文中,我们介绍了一种在教育和研究边界运作的方法,即所谓的生态俱乐部,它基于合作探究和变革性学习的特点。生态俱乐部能够以系统和民主的方式创造知识,从而实现具体的社会变革。在本文中,我们将探讨该方法如何促进参与学生在可持续生活方式方面的知识、态度和日常实践的转变。为了分析生态俱乐部的变革潜力,我们对 38 个半结构式访谈和生态俱乐部共同研究者的反思日记进行了定性内容分析。结果显示,生态俱乐部成员认为,这种非正规教育最重要的特点是社区、自主决策、知识共享和基于经验的形式。从学生的角度来看,这些特点有助于提高他们对可持续发展的参与度,并进一步改变他们的生活方式。
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引用次数: 0
Consumption of clean and dirty cooking fuels in ghanaian households: The role of financial inclusion 加纳家庭清洁和肮脏烹饪燃料的消费情况:金融包容性的作用
Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-03-05 DOI: 10.1016/j.clrc.2024.100187
Eric Abokyi , Paul Appiah-Konadu , Eric Fosu Oteng-Abayie , Kwabena Fio Tangato

Home cooking is considered an important activity which promotes healthier lives, sustenance, and binds families and people together. Despite the benefits of home cooking, it is the leading source of household air pollution and its associated health risks particularly for developing countries including Ghana. The role of financial inclusion in facilitating the achievement of the Sustainable Development Goals (SDGs) of the United Nations is explored in this study for clean cooking technologies (i.e., SDG 7). The proposed study is based on three datasets from the Ghana Statistical Service (GSS), comprising of Ghana Living Standard Survey (GLSS) round 6, round 7 and the pooled form. Using distance to the nearest financial institution as instrument, the study employed probit two-stage least squares to investigate the heterogenous impacts of financial inclusion on household cooking fuels in Ghana. The findings show that financial inclusion increases the consumption of clean cooking fuel but reduces dirty fuels such as firewood, charcoal, kerosene etc. Female-headed households were found to be more impacted by financial inclusion over time than their male counterparts. The results also showed that financially included rural households reduced their consumption of dirty cooking fuels than their urban counterparts. These findings have important policy implications.

家庭烹饪被认为是一项重要的活动,它能促进健康生活、维持生计,并将家庭和人们联系在一起。尽管家庭烹饪好处多多,但它却是家庭空气污染及其相关健康风险的主要来源,尤其是在包括加纳在内的发展中国家。本研究针对清洁烹饪技术(即可持续发展目标 7),探讨了普惠金融在促进实现联合国可持续发展目标(SDGs)方面的作用。拟议研究基于加纳统计局(GSS)的三个数据集,包括加纳生活水平调查(GLSS)第 6 轮、第 7 轮和汇总表。该研究将与最近金融机构的距离作为工具,采用 probit 两阶段最小二乘法调查普惠金融对加纳家庭烹饪燃料的异质性影响。研究结果表明,普惠金融增加了清洁烹饪燃料的消费,但减少了木柴、木炭、煤油等肮脏燃料的消费。随着时间的推移,女户主家庭比男户主家庭受到金融包容性的影响更大。研究结果还显示,与城市家庭相比,金融普惠农村家庭减少了肮脏烹饪燃料的消耗。这些研究结果具有重要的政策意义。
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引用次数: 0
Changes in appearance during the spoilage process of fruits and vegetables: Implications for consumer use and disposal 水果和蔬菜变质过程中的外观变化:对消费者使用和处理的影响
Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-03-01 DOI: 10.1016/j.clrc.2024.100184
Hendrik N.J. Schifferstein

People waste a lot of food, especially at the consumption stage in consumer households. Despite the urgency of this topic, little is known about how consumers use visual inspection to decide to throw away fruits and vegetables at different stages of ripening and spoilage. We presented 366 US consumers with images of a banana, mango, cucumber, and avocado in 5 stages of decay in an online study and we determined how signs of decay affected participants’ consumption, preparation and disposal behaviors. As expected, product attractiveness, freshness, healthiness, and nutritiousness decreased, while the degree of decay, overripeness, and disgust increased over time. The number of people willing to consume the product was linearly related to the perceived proportion of the product affected by decay, while the number of people wanting to cut off bad parts was highest when about 40% of the product was judged to be affected. As time went on, the banana was cooked and mashed more often, while the cucumber was peeled more often. As growing, ripening and decay differ considerably between agricultural products, it is important to take sensory and preparation differences into account when investigating consumption and disposal behaviors.

人们浪费了大量食物,尤其是在消费者家庭的消费阶段。尽管这一问题十分紧迫,但人们对消费者如何利用视觉检查来决定是否扔掉处于不同成熟和变质阶段的水果和蔬菜却知之甚少。在一项在线研究中,我们向 366 名美国消费者展示了香蕉、芒果、黄瓜和鳄梨在 5 个腐烂阶段的图片,并确定了腐烂迹象如何影响参与者的消费、准备和处理行为。不出所料,随着时间的推移,产品的吸引力、新鲜度、健康度和营养成分都有所下降,而腐烂程度、过度腐烂程度和厌恶程度则有所上升。愿意食用产品的人数与感知到的产品受腐烂影响的比例呈线性关系,而当约 40% 的产品被判定受影响时,想要切掉腐烂部分的人数最多。随着时间的推移,香蕉被煮熟和捣碎的次数增多,而黄瓜被削皮的次数增多。由于不同农产品的生长、成熟和腐烂过程有很大不同,因此在调查消费和处理行为时,必须考虑到感官和制备过程的差异。
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引用次数: 0
Mapping creative territories with actors, partnerships, innovations, and regulatory mechanisms based on literature review 在文献审查的基础上,绘制具有参与者、伙伴关系、创新和监管机制的创意领地图
Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-03-01 DOI: 10.1016/j.clrc.2024.100186
Ivan Bozhikin , Janaina Macke , Daniel Miri

Creative territories are geographic spaces of collaboration between different social actors, driving innovations and requiring regulatory mechanisms for sustainability and growth. This paper aims to synthesize available evidence on creative territories through a systematic literature review to analyze the significant actors in creative territories, the type of partnerships between them, the kind of innovations in creative territories, and the regulatory mechanisms for supporting these territories. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines were followed to ensure a transparent and systematic approach. A comprehensive search in the Scopus database, employing predefined search terms and inclusion criteria, included 86 articles. The findings revealed several key topics within the existing academic literature on creative territories, including i) the individual social players in creative territories and partnerships and collaborations among them, ii) the various innovations in these territories and sectors, iii) the regulatory mechanisms applied by government and non-government actors. These topics or aspects were further analyzed and categorized to provide a comprehensive overview of the research landscape. The discussion section presents a critical analysis and synthesis of the findings, highlighting that the government supports creative territories through 16 regulatory mechanisms, while the literature highlights at least 5 levels of government intervention. Additionally, private social actors can positively impact creative territories through various regulatory mechanisms, including firm self-regulation, industry self-regulation, and civil regulation, with at least 21 social actors classified into 5 groups collaborating through six types/forms of collaboration. Furthermore, several circumstances and factors should be available to prosper in a particular partnership/collaboration like a clear definition of responsibilities, well-defined rules, mutual benefits, equal collaboration, and solid authority. The findings underscore the importance of creative territories and serve as a valuable resource for researchers, practitioners, and policymakers, offering insights and directions for future research endeavors.

创意地域是不同社会行动者之间合作的地理空间,它推动创新,需要监管机制来实现可持续性和增长。本文旨在通过系统性文献综述,综合有关创意地域的现有证据,分析创意地域的重要参与者、他们之间的合作类型、创意地域的创新类型以及支持这些地域的监管机制。研究遵循了系统综述和元分析的首选报告项目(PRISMA)指南,以确保研究方法的透明性和系统性。在 Scopus 数据库中进行了全面搜索,采用了预先确定的搜索条件和纳入标准,共纳入了 86 篇文章。研究结果揭示了现有创意领地学术文献中的几个关键主题,包括 i) 创意领地中的各个社会参与者以及他们之间的伙伴关系和合作;ii) 这些领地和部门中的各种创新;iii) 政府和非政府参与者采用的监管机制。对这些主题或方面进行了进一步的分析和分类,以提供对研究情况的全面概述。讨论部分对研究结果进行了批判性分析和综合,强调政府通过 16 种监管机制支持创意领域,而文献则强调了至少 5 个层面的政府干预。此外,私人社会行动者也可以通过各种监管机制对创意领地产生积极影响,包括企业自律、行业自律和民间监管,至少有 21 个社会行动者分为 5 个群体,通过 6 种类型/形式的合作开展协作。此外,要在特定的伙伴关系/合作中取得成功,还需要具备一些条件和因素,如明确的责任界定、清晰的规则、互惠互利、平等合作和稳固的权威。研究结果强调了创造性领域的重要性,为研究人员、从业人员和政策制定者提供了宝贵的资源,为今后的研究工作提供了见解和方向。
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引用次数: 0
Consumer influence on lightweight packaging waste generation in Germany 德国消费者对轻质包装废弃物产生的影响
Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-02-22 DOI: 10.1016/j.clrc.2024.100185
Jannick Schmidt , Maximilian Auer , Roman Maletz , Viola Galler , Jörg Woidasky

A two-week field study was conducted in 2019 to investigate the generation of German lightweight packaging (LWP) waste. The study involved 249 selected households throughout the country, and a total of 254,032 g (25,762 items) of LWP were analyzed. Participating households completed a questionnaire providing information on e.g., household and municipality size, as well as the local collection system. The annual LWP waste generation per capita (9.5 kg) was lower than the official German statistical 2019 data (32 kg). Smaller households led to higher waste generation per person. Furthermore, the study revealed a 14% rise in per capita waste generation among participants who did not correctly identify their collection system. A further sample of 207,138 g (21,380 items), taken from the total mass, was analyzed in more detail, revealing a 22.8% (w/w) share of polyolefins and a 29.5% (w/w) share of flexible packaging. In addition, the packaging contained an average of 7.7% (w/w) residual contents and 8.8% (w/w) incorrectly disposed waste. The study results indicate that consumer behavior, as well as external factors such as household size and local collection systems, can directly influence the quantity, weight, and to some extent, the quality (share of incorrectly disposed waste) of LWP waste. These observations reveal possible approaches to achieve higher recycling rates and qualities of plastic packaging in the LWP waste management value chain.

2019 年开展了一项为期两周的实地研究,以调查德国轻质包装(LWP)废物的产生情况。这项研究在全国范围内选取了 249 个家庭,共分析了 254 032 克(25 762 件)轻质包装废弃物。参与研究的家庭填写了一份调查问卷,提供了有关家庭和城市规模以及当地收集系统等方面的信息。每年人均产生的生活垃圾(9.5 千克)低于德国 2019 年官方统计数据(32 千克)。家庭规模越小,人均废物产生量越高。此外,研究还发现,在未正确识别其收集系统的参与者中,人均废物产生量增加了 14%。从总质量中抽取的 207 138 克(21380 件)样本进行了更详细的分析,结果显示聚烯烃占 22.8%(重量比),软包装占 29.5%(重量比)。此外,包装中平均含有 7.7%(重量比)的残余物和 8.8%(重量比)的错误处理废物。研究结果表明,消费者行为以及家庭规模和当地收集系统等外部因素会直接影响轻工包装废弃物的数量、重量,并在一定程度上影响其质量(错误处置废弃物的比例)。这些观察结果揭示了在 LWP 废物管理价值链中提高塑料包装回收率和质量的可行方法。
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引用次数: 0
Consuming responsibly: Prioritising responsible consumption behaviours in Australia 负责任地消费:澳大利亚优先考虑负责任的消费行为
Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-02-21 DOI: 10.1016/j.clrc.2024.100181
Kim Borg, Jennifer Macklin, Stefan Kaufman, Jim Curtis

Human behaviour is at the centre of unsustainable consumption and production. Responsible consumption behaviours must therefore be at the centre of the solution. However, because it is inefficient for policymakers and practitioners, and ineffective for users, to attempt to target all responsible consumption behaviours simultaneously in a given initiative, some form of prioritisation is necessary. Through a combination of collaborative workshops and surveys with key stakeholders, this study applied established methods of prioritisation to identify a ‘long list’ of 84 responsible consumption behaviours across three material streams – fashion, electronics and furniture. The ‘long list’ was then taken to a prioritisation summit with government, academic, business, and community stakeholders. The behaviours were rated against explicit prioritisation criteria related to likelihood of adoption, timing, impact and potential system reach. This yielded a final ‘short list’ of seven prioritised behaviours, including a mixture of achievable consumer behaviours that can be realised in the short-term, as well as larger-scale and longer-term manufacturer- and government-related behaviours supporting fundamental design and policy shifts. By drawing on the collective knowledge and expertise of academic and non-academic experts, the study identified and prioritised behaviours to reduce material resource consumption in Australia that are impactful and transformative, while also being practical and realistic to implement.

人类行为是不可持续的消费和生产的核心。因此,负责任的消费行为必须成为解决方案的核心。然而,由于试图在某项行动中同时针对所有负责任的消费行为,对政策制定者和从业者来说效率低下,对用户来说效果不佳,因此某种形式的优先排序是必要的。通过与主要利益相关者合作开展研讨会和调查,本研究采用了既定的优先排序方法,确定了一份包含 84 种负责任消费行为的 "长清单",涉及三种材料流--时装、电子产品和家具。随后,这份 "长清单 "被提交给由政府、学术界、商界和社区利益相关者参加的优先排序峰会。根据与采用可能性、时机、影响和潜在系统范围相关的明确优先级标准,对这些行为进行了评级。最终形成了一份包含七种优先行为的 "短名单",其中既有可在短期内实现的消费者行为,也有更大规模、更长期的与制造商和政府相关的行为,以支持根本性的设计和政策转变。通过借鉴学术界和非学术界专家的集体知识和专长,该研究确定了澳大利亚减少物质资源消耗的行为方式,并对其进行了优先排序,这些行为方式既具有影响力和变革性,又切实可行。
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引用次数: 0
Exploring the informal learning of zero waste lifestyle in Malaysia with big data analytics 利用大数据分析探索马来西亚零废弃物生活方式的非正式学习方法
Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-02-20 DOI: 10.1016/j.clrc.2024.100182
Nur Suhaila Zulkifli, Latifah Abd Manaf

Malaysia's solid waste generation is showing a worrying increasing trend, while public awareness towards achieving zero waste remains low. As a big data resource, social media gives valuable insight into the public's perspective on zero waste and, as such, may be fully utilized as an active informal learning platform to lessen the reliance on formal environmental education. Using big data analytics on Instagram, this study aimed to assess the public knowledge, attitude and practice concerning zero waste lifestyle in Malaysia in order to develop an informal learning strategy on social media. Purposive data sampling was conducted on Phantombuster using zero waste-related Instagram hashtags, which yielded 1723 high engagement posts and 1500 comments from 35 identified hashtags. The recorded posts were analyzed using descriptive statistics and sentiment analysis on Python's TextBlob. A total of 94.3% of posts were published by public and private sector accounts, highlighting their vital role in facilitating active knowledge sharing across the online zero waste communities. The sentiment analysis results indicated 41.3% of comments were fairly positive, while 36.1% were more objective and knowledge oriented, acknowledging the collective individual actions that have initiated influential social change in Malaysia. This study advances the existing literature on zero waste and informal learning by recommending the use of big data analytics on social media in the local context. Only with full commitment from all parties to raising public awareness about waste management will the zero waste nation be realized.

马来西亚的固体废物产生量正呈现出令人担忧的增长趋势,而公众对实现零废弃物的意识却仍然很低。作为一种大数据资源,社交媒体提供了公众对零废弃物观点的宝贵见解,因此,可以充分利用社交媒体作为一个积极的非正式学习平台,减少对正规环境教育的依赖。本研究利用 Instagram 上的大数据分析,旨在评估马来西亚公众对零废弃物生活方式的认识、态度和实践,从而制定社交媒体上的非正式学习策略。在 Phantombuster 上使用与零废弃物相关的 Instagram 标签进行了有目的的数据采样,从 35 个确定的标签中获得了 1723 个高参与度帖子和 1500 条评论。我们使用 Python 的 TextBlob 对记录的帖子进行了描述性统计和情感分析。共有 94.3% 的帖子是由公共和私营部门账户发布的,凸显了它们在促进零废弃物在线社区积极分享知识方面的重要作用。情感分析结果显示,41.3% 的评论比较积极,36.1% 的评论比较客观,以知识为导向,肯定了个人的集体行动在马来西亚引发了有影响力的社会变革。本研究通过建议在本地环境中使用社交媒体大数据分析,推动了现有文献对零废弃物和非正式学习的研究。只有各方全力以赴提高公众的废物管理意识,才能实现零废物国家。
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Cleaner and Responsible Consumption
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