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新冠疫情政策对堪萨斯州和密苏里州西部地区社会需求的影响:配对调查响应测试。

The Effects of COVID-19 Pandemic Policy on Social Needs Across the State of Kansas and Western Missouri: Paired Survey Response Testing.

机构信息

Department of Biostatistics & Data Science, University of Kansas Medical Center, Kansas City, KS, United States.

Department of Population Health, University of Kansas Medical Center, Kansas City, KS, United States.

出版信息

JMIR Public Health Surveill. 2023 Apr 25;9:e41369. doi: 10.2196/41369.

Abstract

BACKGROUND

Studying patients' social needs is critical to the understanding of health conditions and disparities, and to inform strategies for improving health outcomes. Studies have shown that people of color, low-income families, and those with lower educational attainment experience greater hardships related to social needs. The COVID-19 pandemic represents an event that severely impacted people's social needs. This pandemic was declared by the World Health Organization on March 11, 2020, and contributed to food and housing insecurity, while highlighting weaknesses in the health care system surrounding access to care. To combat these issues, legislators implemented unique policies and procedures to help alleviate worsening social needs throughout the pandemic, which had not previously been exerted to this degree. We believe that improvements related to COVID-19 legislature and policy have positively impacted people's social needs in Kansas and Missouri, United States. In particular, Wyandotte County is of interest as it suffers greatly from issues related to social needs that many of these COVID-19-related policies aimed to improve.

OBJECTIVE

The research objective of this study was to evaluate the change in social needs before and after the COVID-19 pandemic declaration based on responses to a survey from The University of Kansas Health System (TUKHS). We further aimed to compare the social needs of respondents from Wyandotte County from those of respondents in other counties in the Kansas City metropolitan area.

METHODS

Social needs survey data from 2016 to 2022 were collected from a 12-question patient-administered survey distributed by TUKHS during a patient visit. This provided a longitudinal data set with 248,582 observations, which was narrowed down into a paired-response data set for 50,441 individuals who had provided at least one response before and after March 11, 2020. These data were then bucketed by county into Cass (Missouri), Clay (Missouri), Jackson (Missouri), Johnson (Kansas), Leavenworth (Kansas), Platte (Missouri), Wyandotte (Kansas), and Other counties, creating groupings with at least 1000 responses in each category. A pre-post composite score was calculated for each individual by adding their coded responses (yes=1, no=0) across the 12 questions. The Stuart-Maxwell marginal homogeneity test was used to compare the pre and post composite scores across all counties. Additionally, McNemar tests were performed to compare responses before and after March 11, 2020, for each of the 12 questions across all counties. Finally, McNemar tests were performed for questions 1, 7, 8, 9, and 10 for each of the bucketed counties. Significance was assessed at P<.05 for all tests.

RESULTS

The Stuart-Maxwell test for marginal homogeneity was significant (P<.001), indicating that respondents were overall less likely to identify an unmet social need after the COVID-19 pandemic. McNemar tests for individual questions indicated that after the COVID-19 pandemic, respondents across all counties were less likely to identify unmet social needs related to food availability (odds ratio [OR]=0.4073, P<.001), home utilities (OR=0.4538, P<.001), housing (OR=0.7143, P<.001), safety among cohabitants (OR=0.6148, P<.001), safety in their residential location (OR=0.6172, P<.001), child care (OR=0.7410, P<0.01), health care access (OR=0.3895, P<.001), medication adherence (OR=0.5449, P<.001), health care adherence (OR=0.6378, P<.001), and health care literacy (0.8729, P=.02), and were also less likely to request help with these unmet needs (OR=0.7368, P<.001) compared with prepandemic responses. Responses from individual counties were consistent with the overall results for the most part. Notably, no individual county demonstrated a significant reduction in social needs relating to a lack of companionship.

CONCLUSIONS

Post-COVID-19 responses showed improvement across almost all social needs-related questions, indicating that the federal policy response possibly had a positive impact on social needs across the populations of Kansas and western Missouri. Some counties were impacted more than others and positive outcomes were not limited to urban counties. The availability of resources, safety net services, access to health care, and educational opportunities could play a role in this change. Future research should focus on improving survey response rates from rural counties to increase their sample size, and to evaluate other explanatory variables such as food pantry access, educational status, employment opportunities, and access to community resources. Government policies should be an area of focused research as they may affect the social needs and health of the individuals considered in this analysis.

摘要

背景

研究患者的社会需求对于理解健康状况和差异以及为改善健康结果制定策略至关重要。研究表明,有色人种、低收入家庭和受教育程度较低的人群在与社会需求相关的方面面临更大的困难。COVID-19 大流行代表了一个严重影响人们社会需求的事件。世界卫生组织于 2020 年 3 月 11 日宣布了这一大流行,并导致了食品和住房不安全,同时凸显了医疗保健系统在获得护理方面的弱点。为了解决这些问题,立法者实施了独特的政策和程序,以帮助缓解大流行期间日益恶化的社会需求,这些政策和程序以前从未如此程度地发挥作用。我们认为,与 COVID-19 立法和政策相关的改进对美国堪萨斯州和密苏里州的人们的社会需求产生了积极影响。特别是,怀恩多特县受到许多这些与 COVID-19 相关的政策旨在改善的社会需求问题的严重影响。

目的

本研究的研究目的是根据堪萨斯大学卫生系统(TUKHS)的调查回应,评估 COVID-19 大流行声明前后的社会需求变化。我们还旨在比较堪萨斯城大都市区其他县的受访者与怀恩多特县受访者的社会需求。

方法

从 2016 年到 2022 年,收集了来自 TUKHS 在患者就诊期间分发的 12 个问题患者管理调查的社会需求调查数据。这提供了一个具有 248582 个观测值的纵向数据集,并缩小为在 2020 年 3 月 11 日之前和之后至少提供一次回应的 50441 个人的配对响应数据集。然后,这些数据按县分为堪萨斯州的卡萨斯(Cass)、密苏里州的克莱(Clay)、密苏里州的杰克逊(Jackson)、堪萨斯州的约翰逊(Johnson)、堪萨斯州的利文沃思(Leavenworth)、密苏里州的普拉特(Platte)、堪萨斯州的怀恩多特(Wyandotte)和其他县,每个类别至少有 1000 个响应。通过将他们在 12 个问题中的编码回答(是=1,否=0)相加,为每个个体计算了一个前后复合得分。使用斯图尔特-马克斯韦尔边际同质性检验比较所有县的前后复合得分。此外,对于所有县,针对每个问题进行了 McNemar 检验,以比较 2020 年 3 月 11 日之前和之后的回答。最后,针对每个分组的县,对问题 1、7、8、9 和 10 进行了 McNemar 检验。所有检验均在 P<.05 时评估显著性。

结果

斯图尔特-马克斯韦尔边际同质性检验具有统计学意义(P<.001),表明总体而言,受访者在 COVID-19 大流行后不太可能识别出未满足的社会需求。针对个别问题的 McNemar 检验表明,COVID-19 大流行后,所有县的受访者不太可能识别出与食物供应(优势比[OR]=0.4073,P<.001)、家庭公用事业(OR=0.4538,P<.001)、住房(OR=0.7143,P<.001)、同居者安全(OR=0.6148,P<.001)、居住地点安全(OR=0.6172,P<.001)、儿童保育(OR=0.7410,P<.01)、医疗保健机会(OR=0.3895,P<.001)、药物依从性(OR=0.5449,P<.001)、医疗保健依从性(OR=0.6378,P<.001)和医疗保健识字率(OR=0.8729,P=.02)相关的未满足的社会需求,与大流行前的回答相比,他们也不太可能寻求帮助来满足这些未满足的需求(OR=0.7368,P<.001)。各县级的反应在大多数情况下与总体结果一致。值得注意的是,没有一个县级显示出与缺乏陪伴相关的社会需求减少。

结论

COVID-19 后的反应在几乎所有与社会需求相关的问题上都有所改善,表明联邦政策应对措施可能对堪萨斯州和密苏里州西部地区的人口社会需求产生了积极影响。一些县受到的影响比其他县更大,积极的结果不仅限于城市县。资源可用性、安全网服务、获得医疗保健的机会和教育机会可能在这种变化中发挥作用。未来的研究应重点提高农村县的调查回复率,以增加其样本量,并评估其他解释变量,如食品储藏室的访问情况、教育状况、就业机会和社区资源的获取。政府政策应成为重点研究领域,因为它们可能会影响本分析中考虑的个人的社会需求和健康状况。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e131/10132827/88f6f670a780/publichealth_v9i1e41369_fig1.jpg

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