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统计分析 COVID-19 对垃圾产生的长期影响——以西班牙卡斯特利翁为例。

Statistical Analysis of the Long-Term Influence of COVID-19 on Waste Generation-A Case Study of Castellón in Spain.

机构信息

Project Management, Innovation and Sustainability Research Center (PRINS), Universitat Politècnica de València, 46022 Valencia, Spain.

Ayuntamiento de Castelló de la Plana, 12001 Castelló de la Plana, Spain.

出版信息

Int J Environ Res Public Health. 2022 May 17;19(10):6071. doi: 10.3390/ijerph19106071.

DOI:10.3390/ijerph19106071
PMID:35627607
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9141199/
Abstract

Existing research recognizes the COVID-19 impact on waste generation. However, the preliminary studies were made at an early pandemic stage, focused on the household waste fraction, and employed descriptive statistics that lacked statistical support. This study tries to fill this gap by providing a reliable statistical analysis setting inferential confidence in the waste generation differences found in Castellón. Repeated measures ANOVA were carried out for all the waste fractions collected and recorded in the city landfill database from 2017 to 2020. Additionally, Bonferroni’s multiple comparison test (p < 0.05) was used to assure confidence level correction and identify which pairs of years’ differences appeared. The longitudinal study identified trends for each waste fraction before the pandemic and showed how they changed with the advent of the crisis. Compared to 2019, waste collection in 2020 significantly grew for glass and packaging; remained unchanged for beaches, paper and cardboard, and dropped substantially for households, streets, markets, bulky waste, hospitals, and recycling centres. Total waste showed no differences between 2017 and 2019 but dropped significantly in 2020. These findings may help us better understand the long-term implications of COVID-19 and improve municipal solid waste management in a similar crisis.

摘要

现有研究认识到了 COVID-19 对废物产生的影响。然而,初步研究是在疫情早期进行的,主要集中在家庭废物部分,并且采用了缺乏统计支持的描述性统计方法。本研究试图通过提供可靠的统计分析来填补这一空白,为在 Castellón 发现的废物产生差异设置推断置信度。对 2017 年至 2020 年在城市垃圾填埋场数据库中收集和记录的所有废物进行了重复测量方差分析。此外,还使用了 Bonferroni 多重比较检验(p < 0.05),以确保置信水平校正并确定哪些年份差异对出现。纵向研究确定了疫情前每种废物的趋势,并展示了它们随着危机的出现如何变化。与 2019 年相比,2020 年玻璃和包装废物的收集量显著增加;海滩、纸张和纸板的收集量保持不变,家庭、街道、市场、大件垃圾、医院和回收中心的收集量大幅下降。2017 年至 2019 年期间,总废物量没有差异,但 2020 年显著下降。这些发现可能有助于我们更好地了解 COVID-19 的长期影响,并在类似危机中改善城市固体废物管理。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c1f7/9141199/a7ae0ec724c9/ijerph-19-06071-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c1f7/9141199/69ecda97a4aa/ijerph-19-06071-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c1f7/9141199/d51969f57600/ijerph-19-06071-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c1f7/9141199/8efa048d1baf/ijerph-19-06071-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c1f7/9141199/a7ae0ec724c9/ijerph-19-06071-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c1f7/9141199/69ecda97a4aa/ijerph-19-06071-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c1f7/9141199/d51969f57600/ijerph-19-06071-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c1f7/9141199/8efa048d1baf/ijerph-19-06071-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c1f7/9141199/a7ae0ec724c9/ijerph-19-06071-g004.jpg

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Does the COVID-19 external shock matter on household food waste? The impact of social distancing measures during the lockdown.新冠疫情的外部冲击对家庭食物浪费有影响吗?封锁期间社交距离措施的影响。
Resour Conserv Recycl. 2021 Nov;174:105815. doi: 10.1016/j.resconrec.2021.105815. Epub 2021 Jul 24.
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Caring more about food: The unexpected positive effect of the Covid-19 lockdown on household food management and waste.
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Socioecon Plann Sci. 2022 Aug;82:100953. doi: 10.1016/j.seps.2020.100953. Epub 2020 Sep 24.
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Generation and prevention of food waste in the German food service sector in the COVID-19 pandemic - Digital approaches to encounter the pandemic related crisis.新冠疫情期间德国食品服务业食物浪费的产生与预防——应对疫情相关危机的数字方法
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