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Determining Food Insecurity: An Application of the Rasch Model with Household Survey Data in Uganda.

Determining Food Insecurity: An Application of the Rasch Model with Household Survey Data in Uganda.

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dc.contributor.author Abraham Yeyo Owino
dc.contributor.author Ronald Wesonga
dc.contributor.author Fabian Nabugoomu
dc.date.accessioned 2021-01-10T11:55:45Z
dc.date.available 2021-01-10T11:55:45Z
dc.date.issued 2014
dc.identifier.issn 23145765
dc.identifier.issn 23567015
dc.identifier.uri https://combine.alvar.ug/handle/1/49163
dc.description.abstract The inexplicable nature of food insecurity in parts of Uganda and worldwide necessitated an investigation into the nature, extent, and differentials of household food security. The main objective of this study was to examine the food security dynamics and model household food insecurity. The Rasch modelling approach was employed on a dataset from a sample of 1175 (Tororo = 577; Busia = 598) randomly selected households in the year 2010. All households provided responses to the food security questions and none was omitted from the analysis. At 5 percent level of significance the analysis indicated that Tororo district average food security assessment (0.137 ± 0.181) was lower than that for Busia district (0.768 ± 0.177). All the mean square fit statistics were in the range of 0.5 to 1.5, and none of them showed any signs of distortion, degradation, or less productivity for measurement. This confirmed that items used in this study were very productive for measurement of food security in the study area. The study recommends further analysis where item responses are ordered polytomous rather than the dichotomous item response functions used. Furthermore, consideration should be given to fit models that allow for different latent distributions for households with children and those without children and possibly other subgroups of respondents.
dc.publisher Hindawi Publishing Corporation
dc.relation.ispartof International journal of food science
dc.title Determining Food Insecurity: An Application of the Rasch Model with Household Survey Data in Uganda.
dc.type journal article
dc.identifier.doi 10.1155/2014/121269
dc.identifier.pmid 26904617
dc.identifier.mag 2007940552
dc.identifier.pmc PMC4745529
dc.identifier.lens 058-961-268-676-94X
dc.identifier.volume 2014
dc.identifier.spage 121269
dc.identifier.epage 121269
dc.subject.lens-fields Rasch model
dc.subject.lens-fields Polytomous Rasch model
dc.subject.lens-fields Mean square
dc.subject.lens-fields Food insecurity
dc.subject.lens-fields Household survey
dc.subject.lens-fields Operations research
dc.subject.lens-fields Food security
dc.subject.lens-fields Medicine
dc.subject.lens-fields Environmental health


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