The SAGE Handbook of Measurement 2010
DOI: 10.4135/9781446268230.n18
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The Problem with Poverty: Definition, Measurement and Interpretation

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“…Confirmatory Factor Analysis (CFA) was used to construct unobserved or latent variables for the concepts of perceived frequency of ASB and economic, social and cultural capital. CFA was used instead of other exploratory methods because it does not reduces the dimensionality arbitrarily, but it is driven by predefined concepts (Walker, Tomlinson, and Williams 2012), that is, it tests theoretically supported concepts instead of 'fishing in data' (Walker 2015, 4). Weighted Least Squared (WLS) was used in the analysis as it is considered more effective other methods when the data is large and the nature of the observed variables is ordinal or binomial (Ningaye, Alexi, and Virginie 2013).…”
Section: Confirmatory Factor Analysismentioning
confidence: 99%
“…Confirmatory Factor Analysis (CFA) was used to construct unobserved or latent variables for the concepts of perceived frequency of ASB and economic, social and cultural capital. CFA was used instead of other exploratory methods because it does not reduces the dimensionality arbitrarily, but it is driven by predefined concepts (Walker, Tomlinson, and Williams 2012), that is, it tests theoretically supported concepts instead of 'fishing in data' (Walker 2015, 4). Weighted Least Squared (WLS) was used in the analysis as it is considered more effective other methods when the data is large and the nature of the observed variables is ordinal or binomial (Ningaye, Alexi, and Virginie 2013).…”
Section: Confirmatory Factor Analysismentioning
confidence: 99%