Universidade Federal de São Paulo, São Paulo, Brasil.
Programa de Alimentação, Nutrição e Cultura, Fundação Oswaldo Cruz, Brasília, Brasil.
Cad Saude Publica. 2021 Jun 23;37(6):e00132320. doi: 10.1590/0102-311X00132320. eCollection 2021.
This manuscript aimed to develop a brief 2-item screening tool to identify Brazilian households that include families with children at risk for food insecurity. Psychometric analyses including sensitivity, specificity, positive and negative predictive value, accuracy, and ROC curves were used to test combinations of questions to determine the most effective screener to assess households at risk for food insecurity when compared to a gold standard scale. Participants included Brazilian National Survey of Demography and Health on Women and Children (PNDS) surveyed households with a valid Brazilian Food Insecurity Scale (EBIA) response. The sample included 3,920 households representing 11,779,686 households when expanded using PNDS sample weights. With overall prevalence of food insecurity at 21%, a Brazilian 2-item food-insecurity screen showed sensitivity of 79.31%, specificity of 92.95%, positive predictive value of 74.62%, negative predictive value of 94.5% and ROC area 86.13%. This screen also presented high convergent validity for children's nutrition and health variables when compared with the gold standard, the EBIA full scale. Based on its ability to detect households at risk for food insecurity, a 2-item screening tool is recommended for widespread adoption as a screening measure throughout Brazil, especially when rapid decision-making has been made fundamental, as under the COVID-19 pandemic. This screener can enable providers to accurately identify families at risk for food insecurity and promptly intervene to prevent or ameliorate adverse health and developmental consequences associated with food insecurity and swiftly respond to crises.
本手稿旨在开发一种简短的 2 项筛查工具,以识别包括处于食物不安全风险中的儿童的家庭在内的巴西家庭。使用灵敏度、特异性、阳性和阴性预测值、准确性和 ROC 曲线等心理测量分析来测试问题组合,以确定与黄金标准量表相比评估处于食物不安全风险中的家庭的最有效筛查器。参与者包括巴西国家妇女和儿童人口与健康调查(PNDS)中具有有效巴西食物不安全量表(EBIA)应答的家庭。该样本包括 3920 户家庭,当使用 PNDS 样本权重进行扩展时,代表 11779686 户家庭。总体食物不安全率为 21%,巴西 2 项食物不安全筛查具有 79.31%的灵敏度、92.95%的特异性、74.62%的阳性预测值、94.5%的阴性预测值和 86.13%的 ROC 面积。与黄金标准 EBIA 全量表相比,该筛查对儿童营养和健康变量也具有较高的收敛效度。基于其检测处于食物不安全风险中的家庭的能力,建议在巴西广泛采用 2 项筛查工具作为筛查措施,特别是在快速决策至关重要的情况下,例如在 COVID-19 大流行期间。该筛查器可以使提供者准确识别处于食物不安全风险中的家庭,并及时进行干预,以预防或减轻与食物不安全相关的不良健康和发育后果,并迅速应对危机。