Department of Philosophy, Xian Jiaotong University, Xian, Shaanxi, China.
PLoS One. 2024 May 17;19(5):e0302498. doi: 10.1371/journal.pone.0302498. eCollection 2024.
Medical Waste (MW), conceptualized as waste generated in the diagnosis, treatment, or immunization of human beings or animals, posing massive threat to public health. Environment-friendly public attitudes promotes the shaping of pro-environmental behavior. However, the public attitudes of MW and the potential determinants remained scarce. The present study aims to reveal globally public attitudes towards MW and captured the determinants.
We integrated the crawler technology with sentiment analysis to captured the public attitudes toward MW across 141 specific countries from 3,789,764 related tweets. Multiple cross-national databases were integrated to assess characteristics including risk, resistance, environment, and development. The spatial regression model was taken to counterbalence the potential statistical bias.
Overall, the global public attitudes towards MW were positive, and varied significantly across countries. Resilience (β = 0.78, SD = 0.14, P < 0.01) and development (β = 1.66, SD = 0.13, P < 0.01) posed positive influence on public attitudes towards MW, meanwhile, risk (β = -0.1, SD = 0.12, P > 0.05) and environment (β = 0.09, SD = 0.09, P > 0.05) were irrelated to the shaping of positive MW public attitudes. Several positive moderating influences was also captured. Additionally, the cross-national disparities of the determiants were also captured, more specific, public attitudes towards MW in extremely poor areas were more likely to be negatively affected by risks, resilience and development.
This study focused mainly on the public attitudes as well as captured the potential determinants. Public attitudes towards MW were generally positive, but there were large cross-national disparities. Stakeholders would need to designate targeted strategies to enhance public satisfaction with MW management.
医疗废物(MW)被概念化为在人类或动物的诊断、治疗或免疫过程中产生的废物,对公共健康构成巨大威胁。环保的公众态度促进了环保行为的形成。然而,MW 的公众态度及其潜在决定因素仍然很少。本研究旨在揭示全球公众对 MW 的态度,并捕捉到决定因素。
我们整合了爬虫技术和情感分析,从 3789764 条相关推文中捕捉到 141 个特定国家对 MW 的公众态度。整合了多个跨国数据库来评估包括风险、阻力、环境和发展在内的特征。采用空间回归模型来平衡潜在的统计偏差。
总体而言,全球公众对 MW 的态度是积极的,但在国家之间存在显著差异。弹性(β=0.78,SD=0.14,P<0.01)和发展(β=1.66,SD=0.13,P<0.01)对 MW 的公众态度产生积极影响,同时,风险(β=-0.1,SD=0.12,P>0.05)和环境(β=0.09,SD=0.09,P>0.05)与塑造积极的 MW 公众态度无关。还捕捉到了几个积极的调节影响。此外,还捕捉到了决定因素的跨国差异,更具体地说,MW 公众态度在极贫地区更有可能受到风险、弹性和发展的负面影响。
本研究主要关注公众态度,并捕捉到了潜在的决定因素。公众对 MW 的态度总体上是积极的,但存在很大的跨国差异。利益相关者需要指定有针对性的策略来提高公众对 MW 管理的满意度。