Uncertainty in Thrifty Food Plan Cost Estimates for Community Food Security Assessments

被引:0
作者
Carr, Jake K. K. [1 ,4 ]
Fontanella, Shaun A. A. [2 ]
Kaiser, Michelle L. L. [3 ]
机构
[1] Commercial Real Estate Analyt, Moodys Analyt, San Francisco, CA USA
[2] EPA, Off Mission Support, Washington, DC USA
[3] Ohio State Univ, Coll Social Work, Columbus, OH USA
[4] Commercial Real Estate Analyt, Moodys Analyt, 7300 Cedar Post Rd, Liverpool, NY 13088 USA
关键词
Thrifty Food Plan; food security; uncertainty; multiple imputation; MULTIPLE IMPUTATION; INSECURITY; INCOME; CONSEQUENCES; INSUFFICIENCY; HOUSEHOLD; ACCESS; HEALTH;
D O I
10.1080/19320248.2023.2179447
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
The objective of this paper is to provide insights into the impact of missing price data in food security assessments. We find that the treatment of missing data plays an important role in our understanding of the uncertainty inherent in food cost calculations. We show that imputation techniques tend to bias upwards the estimated cost of a Thrifty Food Plan basket. We find that the standard infill technique commonly employed in food security research (based on taking the average price of individual items) tends to be more biased than the experimental, multiple imputation approach we are suggesting.
引用
收藏
页码:102 / 118
页数:17
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