使用可视化分析了解当地食品银行人口的饮食需求

Mikaya Hamilton, S. Jiang, Lauren Davis
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摘要

粮食银行处于对抗粮食不安全的最前线,粮食不安全是指家庭无法获得足够的粮食。传统上来说,食物银行的重点是分发食物以满足需求。最近,越来越多的食品银行开始根据他们所服务的人群提供足够的健康食品。然而,问题仍然是,当地的食品银行是否能从饮食方面考虑找到需要帮助的种族社区。本研究的目的是利用当地食品银行收集的数据,并创建可视化,以帮助食品银行的战略决策,以识别那些有饮食考虑的种族社区。结果显示,在当地食品银行服务区的16个县中,有9个县的非裔美国人对贝类过敏的人数最多,而少数几个县的白人、美洲印第安人和西班牙裔/拉丁裔人数最多。此外,53.7%的非洲裔美国人、11.2%的西班牙裔和拉丁裔美国人以及34.3%的白人患有乳糖不耐症。数据显示,在几个县的大多数类别中,非裔美国人在饮食方面的考虑最多。这项研究的意义在于支持当地食品银行在他们所服务的地区寻找饮食考虑因素。寻找面临饮食问题的种族社区将有助于当地食物银行做出更好的战略决策,决定他们应该提供什么类型的食物以及在哪里提供食物。最终,这项研究的重要性在于解决粮食不安全和饥饿问题,使当地食品银行社区的成员能够有尊严地知道,所提供的食物是有价值的,不会被浪费。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Understanding the Dietary Need of a Local Food Bank’s Population Using Visual Analytics
Food banks are at the forefront of the battle against food insecurity which is a condition where households do not have adequate access to food. Traditionally speaking, food banks focus on distributing food to meet the needs. Recently, more food banks are shifting to supply adequate healthy food based on the populations they serve. However, the question remains whether a local food bank can find racial communities in need with dietary considerations. This study's purpose is to use data collected by a local food bank and create visualizations to aid strategic decision-making for the food bank to recognize racial communities with those who have dietary considerations. Results revealed nine out of sixteen counties in the service area of the local food bank have the highest number of African Americans allergic to shellfish compared to a few counties having the highest number of Whites, American Indians, and Hispanic/Latinos. Additionally, 53.7% of African Americans, 11.2% of Hispanics and Latinos, and 34.3% of Whites face lactose intolerance. Data shows that African Americans have the highest number of dietary considerations in most categories that are in several counties. The significance of this study supports a local food bank in finding dietary considerations within the areas they serve. Finding racial communities that face dietary considerations will aid the local food bank in making better strategic decisions on what types of food they should serve and where. Ultimately, the importance of this study is to combat food insecurity and hunger, so that members of the local food bank community can have dignity in knowing the food that will be given is valuable and not wasted.
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