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Family Food Security and Children’s Environment: A Comprehensive Analysis with Structural Equation Modeling

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  • Che Wan Jasimah Bt Wan Mohamed Radzi

    (Department of Science and Technology Studies, Faculty of Science, University of Malaya, Kuala Lumpur 50603, Malaysia)

  • Huang Hui

    (Department of Science and Technology Studies, Faculty of Science, University of Malaya, Kuala Lumpur 50603, Malaysia)

  • Nur Anisah Binti Mohamed @ A. Rahman

    (Institute of Mathematical Sciences, Faculty of Science, University of Malaya, Kuala Lumpur 50603, Malaysia)

  • Hashem Salarzadeh Jenatabadi

    (Department of Science and Technology Studies, Faculty of Science, University of Malaya, Kuala Lumpur 50603, Malaysia)

Abstract

Structural Equation Modeling (SEM) has been used extensively in sustainability studies to model relationships among latent and manifest variables. This paper provides a tutorial exposition of the SEM approach in food security studies and introduces a basic framework based on family food security and children’s environment sustainability. This framework includes family food security and three main concepts representing children’s environment, including children’s BMI, health, and school performance. A detailed description is provided of how SEM is applied in this type of study. The proposed model contains dependent, independent, mediator, and moderator variables. Three latent variables categorized include family food security, children’s health, and children’s school performance, and two manifest variables are children’s body mass index and children’s gender. The samples for this study involve 452 Chinese children aged 7–12. The data analysis outcome indicates that the introduced model is capable of estimating the impact of family food security on children’s environment. The results from this study confirm that the combination of children’s body mass index with children’s health acts as a strong mediator in the relationship between family food security and children’s school performance.

Suggested Citation

  • Che Wan Jasimah Bt Wan Mohamed Radzi & Huang Hui & Nur Anisah Binti Mohamed @ A. Rahman & Hashem Salarzadeh Jenatabadi, 2017. "Family Food Security and Children’s Environment: A Comprehensive Analysis with Structural Equation Modeling," Sustainability, MDPI, vol. 9(7), pages 1-19, July.
  • Handle: RePEc:gam:jsusta:v:9:y:2017:i:7:p:1220-:d:104406
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    References listed on IDEAS

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    1. Lori L. Reid, 2000. "The Consequences of Food Insecurity for Child Well-Being: An Analysis of Children's School Achievement, Psychological Well-Being, and Health," JCPR Working Papers 137, Northwestern University/University of Chicago Joint Center for Poverty Research.
    2. Daniel Millimet & Manan Roy, 2015. "Partial identification of the long-run causal effect of food security on child health," Empirical Economics, Springer, vol. 48(1), pages 83-141, February.
    3. Valeria De Laurentiis & Dexter V.L. Hunt & Christopher D.F. Rogers, 2016. "Overcoming Food Security Challenges within an Energy/Water/Food Nexus (EWFN) Approach," Sustainability, MDPI, vol. 8(1), pages 1-23, January.
    4. Jianzhai Wu & Jianhua Zhang & Shengwei Wang & Fantao Kong, 2016. "Assessment of Food Security in China: A New Perspective Based on Production-Consumption Coordination," Sustainability, MDPI, vol. 8(3), pages 1-14, March.
    5. Tiziano Gomiero, 2016. "Soil Degradation, Land Scarcity and Food Security: Reviewing a Complex Challenge," Sustainability, MDPI, vol. 8(3), pages 1-41, March.
    6. Cutts, D.B. & Meyers, A.F. & Black, M.M. & Casey, P.H. & Chilton, M. & Cook, J.T. & Geppert, J. & De Cuba, S.E. & Heeren, T. & Coleman, S. & Rose-Jacobs, R. & Frank, D.A., 2011. "US housing insecurity and the health of very young children," American Journal of Public Health, American Public Health Association, vol. 101(8), pages 1508-1514.
    7. Nan Astone & Sara McLanahan, 1994. "Family structure, residential mobility, and school dropout: A research note," Demography, Springer;Population Association of America (PAA), vol. 31(4), pages 575-584, November.
    8. Unknown, 2016. "Water Energy and Food Security Nexus," Conference Proceedings 253272, Guru Arjan Dev Institute of Development Studies (IDSAsr).
    9. Howard, Larry L., 2011. "Does food insecurity at home affect non-cognitive performance at school? A longitudinal analysis of elementary student classroom behavior," Economics of Education Review, Elsevier, vol. 30(1), pages 157-176, February.
    10. Segars, A. H., 1997. "Assessing the unidimensionality of measurement: a paradigm and illustration within the context of information systems research," Omega, Elsevier, vol. 25(1), pages 107-121, February.
    11. Richard Scheines & Herbert Hoijtink & Anne Boomsma, 1999. "Bayesian estimation and testing of structural equation models," Psychometrika, Springer;The Psychometric Society, vol. 64(1), pages 37-52, March.
    12. Robert Haveman & Barbara Wolfe & James Spaulding, 1991. "Childhood events and circumstances influencing high school completion," Demography, Springer;Population Association of America (PAA), vol. 28(1), pages 133-157, February.
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    2. Abuelhaj, Tareq & Gassmann, Franziska & O'Donoghue, Cathal, 2018. "Price opinion data in subsidized economies: Empirical evidence from Iraq," MERIT Working Papers 2018-033, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).

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