{"title":"Using Web Scraping as a Tool to Collect School Nutrition Data.","authors":"Aaron Brown, Joseph Price, Joanne Guthrie","doi":"10.1016/j.jneb.2025.05.199","DOIUrl":null,"url":null,"abstract":"<p><p>Web scraping, a technique for collecting publicly available online data, may facilitate collecting school meal data from large, national samples of school districts in a timely, cost-effective manner. We explore its potential by examining the variation in sodium content of 2 popular entrees served through the US Department of Agriculture's National School Lunch Program-pizza and chicken nuggets. Daily school menu data were obtained from a national sample of school districts via web scraping. Linking web scraped data to publicly available data on school districts permitted examination of entree sodium content variation across school district geographic and socioeconomic characteristics. Such information may assist nutrition professionals in targeting efforts to meet school nutrition menu objectives. Other potential applications are discussed.</p>","PeriodicalId":50107,"journal":{"name":"Journal of Nutrition Education and Behavior","volume":" ","pages":""},"PeriodicalIF":2.3000,"publicationDate":"2025-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Nutrition Education and Behavior","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1016/j.jneb.2025.05.199","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"EDUCATION, SCIENTIFIC DISCIPLINES","Score":null,"Total":0}
引用次数: 0
Abstract
Web scraping, a technique for collecting publicly available online data, may facilitate collecting school meal data from large, national samples of school districts in a timely, cost-effective manner. We explore its potential by examining the variation in sodium content of 2 popular entrees served through the US Department of Agriculture's National School Lunch Program-pizza and chicken nuggets. Daily school menu data were obtained from a national sample of school districts via web scraping. Linking web scraped data to publicly available data on school districts permitted examination of entree sodium content variation across school district geographic and socioeconomic characteristics. Such information may assist nutrition professionals in targeting efforts to meet school nutrition menu objectives. Other potential applications are discussed.
期刊介绍：
The Journal of Nutrition Education and Behavior (JNEB), the official journal of the Society for Nutrition Education and Behavior, is a refereed, scientific periodical that serves as a global resource for all professionals with an interest in nutrition education; nutrition and physical activity behavior theories and intervention outcomes; complementary and alternative medicine related to nutrition behaviors; food environment; food, nutrition, and physical activity communication strategies including technology; nutrition-related economics; food safety education; and scholarship of learning related to these areas.
The purpose of JNEB is to document and disseminate original research and emerging issues and practices relevant to these areas worldwide. The Journal of Nutrition Education and Behavior welcomes evidence-based manuscripts that provide new insights and useful findings related to nutrition education research, practice and policy. The content areas of JNEB reflect the diverse interests in nutrition and physical activity related to public health, nutritional sciences, education, behavioral economics, family and consumer sciences, and eHealth, including the interests of community-based nutrition-practitioners. As the Society''s official journal, JNEB also includes policy statements, issue perspectives, position papers, and member communications.
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