The Gretchen Swanson Center for Nutrition, 14301 FNB Parkway, Suite 100, Omaha, NE, 68154, USA.
Colorado State University, Fort Collins, CO, USA.
Int J Behav Nutr Phys Act. 2023 Apr 26;20(1):51. doi: 10.1186/s12966-023-01451-z.
In recent reviews of available measures, no existing measures assessed all four pillars of food security and most only assessed one or two pillars-predominantly the access pillar. The purpose of this study was to preliminarily develop novel measures of availability, utilization, and stability that are complementary to the USDA's household food security survey measure (HFSSM).
A formative phase included an expert advisory group, literature scans, and interviews with individuals experiencing food insecurity. From April-June 2021, the new measures were piloted in five states (California, Florida, Maryland, North Carolina, and Washington). The cross-sectional pilot survey included the new measures (perceived limited availability, utilization barriers, and food insecurity stability), scales and items for validation (e.g., food security, and self-reported dietary and health outcomes), and demographic questions. Exploratory factor analysis was used to assess dimensionality, internal consistency was assessed using Kuder-Richardson formula 21 (KR21), and convergent and discriminant validity were assessed using Spearman's correlation coefficients. Also, a brief screener version was created for the utilization barriers measure that may be necessary for certain applications (e.g., clinical intake screening to inform referrals to assistance programs).
The analytic samples (perceived limited availability (n = 334); utilization barriers (n = 428); food insecurity stability (n = 445)) were around 45 years old on average, most households had children, over two-thirds were food insecure, over three-fourths were women, and the samples were racially/ethnically diverse. All items loaded highly and unambiguously to a factor (factor loadings range 0.525-0.903). Food insecurity stability showed a four-factor structure, utilization barriers showed a two-factor structure, and perceived limited availability showed a two-factor structure. KR21 metrics ranged from 0.72 to 0.84. Higher scores for the new measures were generally associated with increased food insecurity (rhos = 0.248-0.497), except for one of the food insecurity stability scores. Also, several of the measures were associated with statistically significantly worse health and dietary outcomes.
The findings support the reliability and construct validity of these new measures within a largely low-income and food insecure sample of households in the United States. Following further testing, such as Confirmatory Factor Analysis in future samples, these measures may be used in various applications to promote a more comprehensive understanding of the food insecurity experience. Such work can help inform novel intervention approaches to address food insecurity more fully.
在最近对现有衡量标准的审查中,没有任何现有衡量标准评估了食品安全的所有四个支柱,而且大多数衡量标准仅评估了一个或两个支柱——主要是获取支柱。本研究的目的是初步制定新的可用性、利用和稳定性衡量标准,这些标准与美国农业部的家庭粮食安全调查衡量标准(HFSSM)互补。
形成性阶段包括一个专家咨询小组、文献扫描以及对经历粮食不安全的个人的访谈。2021 年 4 月至 6 月,在五个州(加利福尼亚州、佛罗里达州、马里兰州、北卡罗来纳州和华盛顿州)进行了新措施的试点。横断面试点调查包括新措施(感知供应有限、利用障碍和粮食不安全稳定性)、用于验证的量表和项目(例如,粮食安全以及自我报告的饮食和健康结果)以及人口统计问题。采用探索性因子分析评估维度,采用 Kuder-Richardson 公式 21(KR21)评估内部一致性,采用 Spearman 相关系数评估收敛和判别有效性。此外,还为利用障碍措施创建了一个简短的筛选器版本,该版本可能在某些应用中(例如,临床摄入筛选以告知援助计划的转介)是必要的。
分析样本(感知供应有限(n=334);利用障碍(n=428);粮食不安全稳定性(n=445))的平均年龄约为 45 岁,大多数家庭都有孩子,超过三分之二的家庭粮食不安全,超过四分之三的是女性,样本在种族/民族上多种多样。所有项目都高度且明确地加载到一个因子上(因子负荷范围为 0.525-0.903)。粮食不安全稳定性表现出四因子结构,利用障碍表现出两因子结构,感知供应有限表现出两因子结构。KR21 指标范围为 0.72 至 0.84。新措施的得分较高通常与粮食不安全程度增加相关(rhos=0.248-0.497),但有一种粮食不安全稳定性得分除外。此外,这些措施中的几个与统计学上显著更差的健康和饮食结果相关。
在一个主要由美国低收入和粮食不安全家庭组成的样本中,这些新措施的可靠性和结构有效性得到了支持。在未来的样本中进行了进一步的测试,例如验证性因素分析后,这些措施可能会在各种应用中使用,以促进对粮食不安全体验的更全面理解。此类工作有助于为更全面地解决粮食不安全问题提供新的干预方法。