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Volumn 51, Issue 3, 2011, Pages 497-519

Explaining central intervention in local extra-budgetary practices in China

Author keywords

Central local relations; China; Data analysis; Extra budgetary finance; Principal agent problem

Indexed keywords

CENTRAL-LOCAL RELATIONS; LOCAL GOVERNMENT; STATISTICAL ANALYSIS;

EID: 79959333759     PISSN: 00044687     EISSN: 1533838X     Source Type: Journal    
DOI: 10.1525/as.2011.51.3.497     Document Type: Article
Times cited : (3)

References (53)
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    • note
    • For example, if the central government had not intervened in a year, a province could project a 15% growth rate of its EBR. But due to the central intervention, the province only saw a growth rate of 5%. Therefore, the observed central intervention does not capture this type of intervention.
  • 35
    • 79959351014 scopus 로고    scopus 로고
    • These include 22 provinces, five autonomous regions, and four centrally administered municipalities, and exclude Taiwan, Hong Kong, and Macao
    • These include 22 provinces, five autonomous regions, and four centrally administered municipalities, and exclude Taiwan, Hong Kong, and Macao.
  • 36
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    • note
    • Per capita budgetary gap = (budgetary expenditure - budgetary revenue) / population. Budgetary expenditure and revenue include outgoing and incoming budgetary transfers, respectively.
  • 37
    • 79959346029 scopus 로고    scopus 로고
    • note
    • Deficit ratio = (budgetary expenditure - budgetary revenue) / budgetary revenue. Budgetary expenditure and revenue do not include budgetary transfers.
  • 38
    • 79959327535 scopus 로고    scopus 로고
    • note
    • As state employees are paid by budgetary funds, not EBR, the changes in EBR are unlikely to affect the number of state employees. Thus, this measurement avoids the endogeneity problem.
  • 39
    • 79959361597 scopus 로고    scopus 로고
    • note
    • I use the constructive budgetary expenditure instead of extra-budgetary expenditure to measure local productivity for two reasons: first, there is very limited data on the itemized extra-budgetary expenditure; second, using budgetary expenditure helps avoid the endogeneity problem because the changes in EBR, especially in the following year, should not affect the pattern of budgetary expenditure in the current year.
  • 40
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    • Starting 1998, simple commercial construction was merged into capital construction and no longer existed
    • Starting 1998, simple commercial construction was merged into capital construction and no longer existed.
  • 42
    • 79959357409 scopus 로고    scopus 로고
    • note
    • Some may argue that economic capacity increases local bargaining power against the center as well, but I would like to distinguish this bargaining power based on economic means from the political bargaining power discussed earlier.
  • 45
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    • For variables that are highly skewed, I transform them by taking a natural log
    • For variables that are highly skewed, I transform them by taking a natural log.
  • 46
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    • note
    • In MLE Models 1 & 2, per capita EBR is put on a special status, and its coefficient is fixed as 1, which assumes that when locally collected EBR grows it makes central intervention more likely. But in the standard probit and panel models, it is treated in the same way as the other independent variables, and hence its coefficient is estimated and reported, which serves as a validation of my model.
  • 47
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    • note
    • It is worth noting that because of the way the intervention probability function is formulated, the coefficients of the independent variables in MLE Models 1 & 2 should be interpreted negatively, i.e., a positive sign means negative effect on the dependent variable, and vice versa. By contrast, the interpretation of the coefficients in the probit and panel models is straightforward: a positive sign means the variable increases the probability of central intervention and vice versa.
  • 48
    • 79959367442 scopus 로고    scopus 로고
    • note
    • It positively influences the likelihood of central intervention except in Model Panel 2 that includes fixed year effect. This change of sign and decrease of statistical significance may be due to the larger number of parameters in the estimation, which increases the variance of the estimates. We may explore the effect of deficit ratio more accurately when more data become available.
  • 50
    • 79959358886 scopus 로고    scopus 로고
    • note
    • The effect of per capita GDP is statistically significant in most of the models and specifications (including those not presented in Table 2). Its effect only becomes statistically insignificant when fixed year factor is included in the estimation, which may be because the larger number of parameters increases the variance of the estimates. But still we see that per capita GDP negatively affects the likelihood of central intervention, although with a lower degree of confidence. The relationship may be more accurately assessed when more data become available.
  • 51
    • 79959339779 scopus 로고    scopus 로고
    • note
    • There cannot be a reverse causality that the decrease of EBR increases local GDP because the dependent variable is the decrease of EBR in the following year, which cannot affect the economy in the current year. The same logic applies to other independent variables as well. One may argue that the expectation of lower fees next year can boost the economy now. To deal with this challenge, I used FDI inflow as an instrumental variable for per capita GDP, because EBR drop has no significant effect on FDI inflow while FDI is highly correlated with per capita GDP. The estimation yielded very similar results to the presented models. Therefore, per capita GDP should have a real effect on the dependent variable instead of the other way around.
  • 52
    • 79959353871 scopus 로고    scopus 로고
    • note
    • The percentage of rural economy in GDP is statistically significant in most of the models and specifications (including those not presented in Table 2). Its effect only becomes statistically insignificant when fixed region factor is included in the estimation. But still we see that it positively affects the likelihood of central intervention, although with a lower degree of confidence. The relationship may be more accurately assessed when more data become available.
  • 53
    • 79959366278 scopus 로고    scopus 로고
    • note
    • Table 2 does not present the coefficients of the region and year factors, but it is worth reporting some interesting findings. In Panel 1 that includes fixed region effect, Fujian, Jiangsu, Zhejiang, and Jiangxi appear statistically significant, and they suffer less central intervention than other provinces. The center may have given favorable considerations to the three coastal provinces and Jiangxi, the traditional revolutionary base of the Chinese Communist Party. By contrast, the inland provinces of Guizhou, Inner Mongolia, Ningxia, Qinghai, Yunnan, and particularly Tibet are subject to significantly more central intervention, which suggests that the central government may have paid extra attention to curbing the extra-budgetary exaction in these underdeveloped and largely rural western provinces. But in Panel 2 when the year factors are also included, only Jiangxi and Zhejiang remain statistically significant, both suffering less central intervention, but all other provinces are statistically insignificant. On the other hand, none of the year factors appear statistically significant. Being in a particular year does not seem to affect the central likelihood of intervention.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.