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Title: Assessing the dimensionality of food-security measures

Journal Article · · Journal of economic and social measurement
DOI: https://doi.org/10.3233/jem-210476 · OSTI ID:1830515
 [1];  [2];  [3]
  1. US Dept. of Agriculture (USDA), Kansas City, MO (United States)
  2. Univ. of Georgia, Athens, GA (United States)
  3. Univ. of Georgia, Athens, GA (United States); Sandia National Lab. (SNL-CA), Livermore, CA (United States)

Here, we explore the dimensionality of the U.S. Department of Agriculture’s household food security survey module among households with children. Using a novel methodological approach to measuring food security, we find that there is multidimensionality in the module for households with children that is associated with the overall household, adult, and child dimensions of food security. Additional analyses suggest official estimates of food security among households with children are robust to this multidimensionality. However, we also find that accounting for the multidimensionality of food security among these households provides new insights into the correlates of food security at the household, adult, and child levels of measurement.

Research Organization:
Sandia National Laboratories (SNL-CA), Livermore, CA (United States)
Sponsoring Organization:
USDA; USDOE
Grant/Contract Number:
NA0003525
OSTI ID:
1830515
Report Number(s):
SAND--2021-0338J; 693306
Journal Information:
Journal of economic and social measurement, Journal Name: Journal of economic and social measurement Journal Issue: 3-4 Vol. 45; ISSN 0747-9662
Publisher:
IOS PressCopyright Statement
Country of Publication:
United States
Language:
English

References (20)

Beyond Income: What Else Predicts Very Low Food Security Among Children?: Beyond Income journal January 2016
Rasch Analyses of Very Low Food Security among Households and Children in the Three City Study: Rasch Analyses of Very Low Food Security journal January 2016
The Bi-factor method journal March 1937
Marginal maximum likelihood estimation of item parameters: Application of an EM algorithm journal December 1981
On the relationship between item response theory and factor analysis of discretized variables journal September 1987
Full-information item bi-factor analysis journal September 1992
The psychometric development and initial validation of the DCI-A short form for adolescent therapeutic community treatment process journal April 2014
Who are the World’s Food Insecure? New Evidence from the Food and Agriculture Organization’s Food Insecurity Experience Scale journal May 2017
The Rediscovery of Bifactor Measurement Models journal September 2012
A Note on the Relation Between Factor Analytic and Item Response Theory Models journal January 2008
Improving Food Security Classification of Households With Children journal July 2014
The Economics of Food Insecurity in the United States journal August 2011
Differential Response Patterns Affect Food-Security Prevalence Estimates for Households with and without Children journal August 2004
Food Stamps, Temporary Assistance for Needy Families and food Hardships in Three American Cities journal October 2009
Using Logistic Approximations of Marginal Trace Lines to Develop Short Assessments journal November 2012
Full-Information Item Factor Analysis: Applications of EAP Scores journal December 1985
The Comparative Effects of Compensatory and Noncompensatory Two-Dimensional Data on Unidimensional IRT Estimates journal September 1988
mirt : A Multidimensional Item Response Theory Package for the R Environment journal January 2012
Unifactor Latent Trait Models Applied to Multifactor Tests: Results and Implications journal September 1979
Rasch analyses of the standardized Spanish translation of the U.S. household food security survey module journal November 2017