Regional Sustainability ›› 2026, Vol. 7 ›› Issue (5): 100389.doi: 10.1016/j.regsus.2026.100389
• Research article • Previous Articles Next Articles
DONG Yaojiaa,b, WANG Kaiyongc,d,*(
), WANG Fuyuanc, ZHAO Yicaie
Received:2025-11-26
Revised:2026-06-24
Accepted:2026-09-20
Published:2026-09-30
Online:2026-10-12
Contact:
WANG Kaiyong
E-mail:wangky@igsnrr.ac.cn
DONG Yaojia, WANG Kaiyong, WANG Fuyuan, ZHAO Yicai. Impact of economic functional zones on regional economic development and underlying mechanisms: A case study of Changchun Jiutai Economic Development Zone, China[J]. Regional Sustainability, 2026, 7(5): 100389.
Fig. 1.
Trends and comparisons of economic indicators in Jiutai District and the control group from 2000 to 2022. (a), economic indicators in Jiutai District; (b), comparison of GRP and FAI between Jiutai District and the control group. TRS, total retail sales of consumer goods; FAI, fixed asset investment; IR, share of secondary industry; SR, share of tertiary industry; GR, local public fiscal revenue; FE, local public fiscal expenditure; GRP, gross regional product."
Table 1
Baseline regression results of the effect of the establishment of Changchun Jiutai Economic Development Zone (Jiutai EDZ) on regional economic growth."
| Variable | Dependent variable (ln(GRP)) | |||
|---|---|---|---|---|
| Model 1 | Model 2 | Model 3 | Model 4 | |
| Treat×Post | 0.256*** (4.260) | 0.267*** (5.290) | 0.243*** (5.990) | 0.129 (1.760) |
| IR | 0.016** (3.060) | 0.016** (2.990) | 0.017*** (8.060) | |
| SR | 0.013* (2.100) | 0.014* (1.920) | 0.013** (3.220) | |
| ln(FAI) | 0.005 (0.110) | -0.012 (-0.340) | ||
| ln(GR) | 0.210* (2.300) | |||
| ln(FE) | -0.608** (-2.940) | |||
| ln(TRS) | 0.318* (2.120) | |||
| Constant | 3.044*** (37.600) | 2.224*** (7.300) | 2.259*** (6.370) | 2.032*** (11.910) |
| Observations | 184 | 184 | 184 | 184 |
| R2 | 0.961 | 0.969 | 0.967 | 0.977 |
| County (city) fixed effects | YES | YES | YES | YES |
| Year fixed effects | YES | YES | YES | YES |
Fig. 2.
Comparison of natural logarithm of gross regional product (ln(GRP)) trajectories between actual Jiutai District and synthetic Jiutai District using Synthetic Control Method (SCM) during 1999-2022. The vertical dashed line indicates the establishment of Changchun Jiutai Economic Development Zone (Jiutai EDZ) in 2003."
Table 2
Results from the timing placebo test based on different pseudo-establishment years."
| Variable | 2001 | 2002 | 2006 | 2014 |
|---|---|---|---|---|
| Pseudo DID | 0.156* (2.150) | 0.132 (1.740) | 0.098 (1.240) | 0.358*** (6.760) |
| IR | 0.017*** (8.230) | 0.017*** (8.140) | 0.018*** (7.810) | 0.017*** (7.060) |
| SR | 0.013** (3.140) | 0.013** (3.150) | 0.014** (3.320) | 0.016*** (5.550) |
| ln(FAI) | -0.016 (-0.420) | -0.014 (-0.380) | -0.011 (-0.280) | 0.015 (0.560) |
| ln(GR) | 0.215* (2.350) | 0.213* (2.330) | 0.206* (2.180) | 0.148** (2.790) |
| ln(FE) | -0.603** (-2.910) | -0.607** (-2.930) | -0.580** (-2.880) | -0.469** (-2.740) |
| ln(TRS) | 0.327* (2.190) | 0.322* (2.160) | 0.316* (2.030) | 0.256* (2.070) |
| Constant | 2.024*** (12.030) | 2.035*** (12.010) | 1.997*** (11.800) | 1.941*** (11.240) |
| Observations | 184 | 184 | 184 | 184 |
| R2 | 0.977 | 0.977 | 0.977 | 0.981 |
| County (city) fixed effects | YES | YES | YES | YES |
| Year fixed effects | YES | YES | YES | YES |
Fig. 3.
Spatial distributions of GRP in Jiutai District, Changchun City, and Jilin City from 2000 to 2019. (a), 2000; (b), 2003; (c), 2006; (d), 2009; (e), 2012; (f), 2015; (g), 2019. The original gridded GRP dataset, denominated in 2017 purchasing‑power‑parity (PPP) USD, was converted to 2017 constant‑price CNY using China’s 2017 PPP conversion factor of approximately 3.51 CNY per international dollar. Note that the figure is based on the standard map (GS(2024)0650) from the National Platform for Common Geospatial Information Services (https://cloudcenter.tianditu.gov.cn/administrativeDivision) issued by the Ministry of Natural Resources of the People’s Republic of China, and the boundary of the standard map has not been modified."
Fig. 4.
Spatial distributions of the number of enterprises in Jiutai District in 2012 (a), 2015 (b), 2019 (c), and 2022 (d). Note that these figures are based on the standard map (GS(2024)0650) from the National Platform for Common Geospatial Information Services (https://cloudcenter.tianditu.gov.cn/administrativeDivision) issued by the Ministry of Natural Resources of the People’s Republic of China, and the boundary of the standard map has not been modified."
Table 3
Analysis of regression results based on economic performance."
| Variable | ln(FAI) | IR | SR | ln(GR) | ln(FE) | ln(TRS) |
|---|---|---|---|---|---|---|
| Treat×Post | 0.073 (0.210) | 0.037 (0.010) | -1.524 (-0.730) | 0.383** (2.520) | 0.107* (2.280) | 0.220** (3.150) |
| Constant | 13.436*** (5.030) | -919.805*** (-19.190) | 30.124*** (12.200) | -0.472** (-2.650) | 0.404*** (5.980) | 1.786*** (39.260) |
| Observations | 184 | 184 | 184 | 184 | 184 | 184 |
| R2 | 0.944 | 0.806 | 0.617 | 0.944 | 0.993 | 0.966 |
Fig. 5.
Spatial distributions of built-up areas in Jiutai District, Changchun City, and Jilin City in 2000 (a), 2003 (b), 2006 (c), 2009 (d), 2012 (e), 2015 (f), and 2020 (g), and growth rate of built-up areas in Jiutai District during 2000-2020 (h). The numbers 0 and 1 in legend represent non-built-up area and built-up area, respectively. Note that figures a-g are based on the standard map (GS(2024)0650) from the National Platform for Common Geospatial Information Services (https://cloudcenter.tianditu.gov.cn/ administrativeDivision) issued by the Ministry of Natural Resources of the People’s Republic of China, and the boundary of the standard map has not been modified."
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