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To elucidate the multidimensional nature of poverty, this study analyzed child deprivation and social exclusion in Taiwan. First, a fuzzy set approach was used to construct an aggregate poverty index, to measure the levels of perceived necessity, deprivation, and social exclusion experienced by children. The study involved conducting a decomposition analysis to measure the poverty index according to certain dimensions. Second, this study involved analyzing possible determinants of perceived necessity, deprivation, and social exclusion, using seemingly unrelated regression models. We used cross-sectional data obtained from the Household Living Conditions Survey conducted in 2014. The results suggest that over two-thirds of the respondents identified all the items as necessary. Three highest levels of perceived necessity were housing, medical care, and clothing dimensions. Children faced high risks of deprivation and exclusion. The three highest levels of deprivation and exclusion were exhibited in the dimensions of environment, recreation, and education; the lowest two levels of deprivation and exclusion were exhibited in the dimensions of medical care and housing. The dimensions with higher levels of deprivation and exclusion exhibited higher relative contributions to facilitating poverty reduction. Moreover, evaluation of income and expenditure, family income, and family type were significantly related to the degree of perceived necessity and the levels of deprivation and exclusion. Those living in families with a large number of children exhibited a higher level of deprivation. Education of the caregivers was closely linked to social exclusion of children. This paper represents preliminary and small-scale research; however, several implications for methodology and policy can be derived from this study. [ABSTRACT FROM AUTHOR]