COVID-19 可重复使用口罩质量评估方法建议

M. Nilashi, Rabab Ali Abumalloh, Hossein Ahmadi, M. Alrizq, Abdullah Alghamdi, Omar A. Alghamdi, Sultan Alyami
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引用次数: 0

摘要

在 COVID-19 期间,使用口罩已成为一项重要的防控措施。一次性口罩的广泛使用给各国政府带来了巨大的挑战,即如何面对塑料垃圾对人类健康和环境的影响。以往的研究根据面料、大小是否合适、到达时间、价格和便利性等一般指标,以及与层数和所含过滤器有关的更具体指标,对可重复使用口罩的质量进行了评估。然而,由于可重复使用口罩的质量还包括其他几个方面,因此在 COVID-19 疫情爆发期间,一般衡量标准不足以确保对这些产品进行全面评估。不过,如今数字社交媒体为用户提供了分享其对可重复使用口罩质量的意见、偏好和经验的场所和便捷工具。考虑到可重复使用口罩,在 COVID-19 期间,网络平台上推出了几种类型的口罩,以满足日益增长的需求。本研究的主要目的是调查如何通过在线客户评论来评价可重复使用面罩。本研究提出了定性(文本挖掘)和定量(基于调查的分析)相结合的方法,为研究人员提供了一种数据分析方法,以检测对可重复使用面罩评价最具影响力的质量因素。我们对以前的工作进行了文献综述,还从亚马逊网站上收集了在线客户评论,以找到可重复使用面罩的质量因素。对可重复使用口罩的前人文献回顾和在线评论分析结果表明,影响顾客体验的因素包括过滤效率、面料质量、透气性、设计、功能性、环境影响、舒适性、易用性、易清洁性、经济影响、佩戴/摘下、密封质量、视力、沟通和安全保护。所提出的框架可与现有的评估研究方法相辅相成,利用一种方法的优势克服另一种方法的不足。
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A proposed method for quality evaluation of COVID-19 reusable face mask
During the time of COVID-19, the use of face masks has become an essential control and prevention measure. The wide usage of disposable face masks has presented a great challenge to governments to face the impact of plastic waste on humans health and the environment. The quality of reusable face masks was assessed in previous research based on general measures such as the fabric, size fit, arrival time, price, and convenience, and based on more-specific measures related to the number of layers and the included filters. However, as the quality of reusable face masks includes several other dimensions, the general measures cannot be enough to ensure a comprehensive evaluation of these products during the COVID-19 outbreak. Nowadays, however, digital social media has provided venues and convenient tools for users to share their opinions, preferences, and experiences on the quality of reusable face masks. Considering reusable face masks, several types have been launched on online platforms to meet the increasing demand during COVID-19. The main goal of this study is to investigate how reusable face masks can be evaluated through online customers’ reviews. This study proposes a combination of qualitative (text mining) and quantitative (survey-based analysis) approaches to provide the researchers with a method of data analysis to inspect the most influential quality factors for the evaluation of reusable face masks. We performed a literature review on the previous works and also collected online customers’ reviews from Amazon.com to find the quality factors of reusable face masks. The review of previous literature on reusable face masks and the result of online reviews analysis indicated that several factors impact customers’ experiences, including filteration efficiency, fabric quality, breathability, design, functionality, environmental impact, comfort, easy to use, easy to clean, economic impact, donning/doffing, quality of seal, vision, communication and safety protection. The presented framework can be complementary to the existing evaluation research methods, which use the strengths of one method to overcome the shortcomings of the other.
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