ArticleHeliyon2025
Digital financial inclusion's impact on farmers' income and spatial spillover effects: Evidence from inner Mongolia, China.
Article in Heliyon, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Authors and funding
3 authors.
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Abstract
This study analyzes data from 12 prefecture-level cities in the Inner Mongolia Autonomous Region from 2011 to 2022 to investigate how digital financial inclusion(DFI) affects the increase in farmers' incomes and its spatial spillover effects. The Dagum Gini coefficient indicates that disparities in DFI development are primarily due to inter-regional differences. Using the Spatial Durbin Model, based on an economic distance matrix, the study finds that DFI strongly promotes income growth for farmers. Moreover, it reveals that the spatial spillover effects of DFI have a greater impact on increasing farmers' incomes than the direct effects of inclusion itself.
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