Journal
APPLIED RESEARCH IN QUALITY OF LIFE
Volume 17, Issue 1, Pages 71-91Publisher
SPRINGER
DOI: 10.1007/s11482-020-09879-2
Keywords
ICT adoption; Income; Psychological health; Two-stage residual inclusion; Rural China
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Funding
- National Natural Science Foundation of China [71903062]
- Lincoln University commerce faculty seed fund project [INT5063]
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This study examines the joint effects of ICT adoption and individual income on farmers' psychological health, finding that both ICT adoption and high individual income are associated with higher levels of happiness and life satisfaction, but lower levels of stress and loneliness. Additionally, there is a positive interaction effect between farmers' decision to adopt ICTs and their income.
This paper examines the joint effects of the adoption of information and communication technologies (ICTs) and individual income on farmers' psychological health, measured by happiness, life satisfaction, stress and loneliness. We employ a two-stage residual inclusion approach combined with a conditional mixed process model to analyse data collected from 7065 rural households in China. The econometric strategy addresses the potential endogeneity issues of ICT adoption and individual income and captures the possible interdependence between the two variables. The empirical findings reveal that both ICT adoption and high individual income are significantly associated with higher levels of happiness and life satisfaction, but are significantly associated with lower levels of stress and loneliness. Further analysis reveals that there exists a positive interaction effect between farmers' decision to adopt ICTs and their income.
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