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Are China's Financial Reforms Leaving the Poor Behind - Harvard ...

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mobilize deposits even as income rise. Of <strong>the</strong> 13 percent annual fall in effectiveintermediation rates in <strong>the</strong> poorest quartile during <strong>the</strong> period, loan performance accountsfor 10 percent, <strong>the</strong> loan to deposit ratio–5 percent (it increases), and increasing depositsrelative to deposits accounts for 5 percent.We also estimate a set of regressions of financial performance indicators on <strong>the</strong>log of real income per capita, comparing <strong>the</strong> results for 1994 and 1997 (Table 8).Because of our concern that differences between rich and poor provinces may be drivenby differences in provincial policies or o<strong>the</strong>r unobserved provincial characteristics ra<strong>the</strong>rthan income differences, we run <strong>the</strong> regressions with and without controls for provincialdifferences. In all regressions, we control for differences in bank type. To control forboth provincial differences and bank type, we include dummy variables which areinteractions of province and bank type dummies. This specification is very general inthat it allows bank type to have different effects in different provinces, and <strong>the</strong> effects ofincome per capita are identified by variation among banks of <strong>the</strong> same type in <strong>the</strong> sameprovince.The results confirm many of <strong>the</strong> previous findings and help to quantify <strong>the</strong>relationships. Controlling for provincial differences, higher income per capita issignificantly associated with higher intermediation rates, measured by ei<strong>the</strong>r performingloans or total loans divided by income. This positive association is greater in 1997 thanin 1994. A one percent increase in income increased <strong>the</strong> effective intermediation rate by0.15 percent in 1994 and 0.21 percent in 1997. However, dropping provincial controls,<strong>the</strong> relationships are no longer statistically significant.23

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