Heterogeneity of Capability Deprivation and Subjective Sense of Gain: Analysis of Factor Mixture Models Based on 892 Rural Households in Six Provinces

Abstract

Background: The capability approach conceptualizes poverty as capability deprivation. Given that functionings and opportunities as key factors are diverse, the combination of a varied lack of functionings and opportunities will lead to different deprivation patterns. Therefore, we sought to investigate the association between the category of capacity deprivation and the subjective acquisition of rural households. Methods: Data were collected from the micro survey of 892 households in six provinces. The overall sense of acquisition was measured by self-assessment of life satisfaction and the relative sense of gain was measured by self-assessment of social status and communication confidence. Capability deprivation was assessed through evaluation functionings and opportunities for a better life, such as education, social security, medical and health services, living conditions and spiritual and cultural activities. The factor mixture models were used to investigate the group categories of capability deprivation and ordered probit regression was used to estimate the associations between the categories of capability deprivation and sense of gain. Results: There were mild, moderate and severe differences among the deprivation items reflecting functionings and opportunities. In addition, capability deprivation was grouped into four classes: double deprivation of functionings and opportunities, severe deprivation of opportunities, functionings deprivation and non-poverty. There was a significant negative relationship between deprivation classes and the subjective sense of gain. Conclusion: The deprivation from some social participation functions and services led to a reduced sense of acquisition. However, serious deprivations from educational opportunities and social participation opportunities were the main reason for the lower sense of gain. Eliminating the unequal educational opportunities and social participation opportunities for people is imperative to improving the subjective sense of gain.