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우리나라 소득불평등에 도시화가 미치는 영향 분석: 지니계수의 시차 자기상관, 공간의존성, 공통요인 효과를 고려하여

An Analysis of Impact of Urbanization on Income Inequality in Korea: Considering Serial Correlations, Spatial Dependence and Common Factor Effect

  • 김소연 (국립안동대학교 사회과학대학 경제학과) ;
  • 류수열 (국립안동대학교 사회과학대학 경제학과)
  • So-youn Kim (Department of Economics, Andong National University) ;
  • Suyeol Ryu (Department of Economics, Andong National University)
  • 투고 : 2023.09.21
  • 발행 : 2023.09.30

초록

도시화 현상과 소득분배 문제는 세계적 관심사이며, 소득불평등에 도시화가 미치는 영향에 대한 연구들의 결과는 분석 국가와 기간마다 상이하게 나타났다. 본 연구는 2000-2021년 기간의 지역 데이터를 사용하여 우리나라 소득불평등에 도시화가 미치는 영향을 분석하였다. 특히 지니계수에 시차 자기상관과 공간의존성 및 공통요인 효과가 존재함을 확인하고, 이를 고려한 동적공간패널회귀모형을 통해 분석하였다. 추정 결과, 지역의 도시화는 소득불평등 감소에 긍정적인 영향을 미치는 것으로 나타났다. 따라서 소득분배 문제의 개선을 위해 지역별 도시화를 지속적으로 추진할 필요가 있으며, 이미 도시화율이 높은 지역은 저숙련 노동자의 교육훈련 기회 확대로 임금격차를 줄임으로써 소득불평등을 감소시켜야 하며, 도시화 종착 단계에서 발생할 수 있는 역도시화 현상을 방지하기 위한 방안을 마련해야 한다.

Urbanization and income distribution issues are global interest, and the results of studies on the impact of urbanization on income inequality are different for each country and period. This study analyzes the impact of urbanization on income inequality using regional data from 2000-2021. In particular, serial correlation, spatial dependence, and common factor effects of the Gini coefficient are confirmed and analyzed through a dynamic spatial panel regression model. As a result, urbanization has a positive effect on reducing income inequality. Therefore, it is necessary to continuously promote regional urbanization to improve the income distribution problem. Areas with already high urbanization rates should reduce income inequality by narrowing the wage gap by expanding training opportunities for low-skilled workers, and need to come up with measures to prevent counter-urbanization.

키워드

참고문헌

  1. 방설아.강명구, 2019, "도시화와 빈곤감소의 관계에 대한 실증적 연구," 대한국토·도시계획학회지 국토계획, 54(6), pp.14-26. https://doi.org/10.17208/jkpa.2019.11.54.6.14
  2. 보건사회연구원, 2019, "소득 격차와 사회정책 과제," 보건복지포럼, pp.70-81.
  3. 신관호.신동균.강석훈.임경묵.오영균.박종규, 2007, "소득분포 양극화의 특성과 경제·사회적 영향," 한국경제의 분석 13(1), pp.63-123.
  4. 원종욱, 2005, "성장과 분배의 이론적 검토," 보건복지포럼 2005(2), pp.6-15. https://doi.org/10.23062/2005.02.2
  5. 유슬기.김경민.김진석.이지상, 2022, "공간계량모형으로 살펴본 경성 동부지역 토지시장 연구," 한국경제지리학회지 25(4), pp.617-628. https://doi.org/10.23841/EGSK.2022.25.4.617
  6. 이원호, 2002, "우리나라 광역대도시 지역노동시장의 임금결정과정과 소득격차," 한국경제지리학회지 5(2), pp.187-207.
  7. 장연주.이민환.황한식, 2011, "한국의 지역별 가구소득불평등 분해 분석," 지역사회연구 19(3), pp.1-20.
  8. 전해정, 2014, "부동산소득이 지역별 가구 소득불평등에 미치는 영향에 관한 실증연구," 한국경제지리학회지 17(3), pp.502-516. https://doi.org/10.23841/EGSK.2014.17.3.502
  9. 정재준.노영희, 2007, "GIS 분석기법을 이용한 도시화 지역의 공간적 분포패턴에 관한 연구: 수도권의 도시성장을 중심으로," 한국경제지리학회지 10(3), pp.319-331. https://doi.org/10.23841/EGSK.2007.10.3.319
  10. 최병두, 2016, "한국의 자본축적 과정과 도시화: 도시 위기와 대안," 한국경제지리학회지 19(3), pp.512-534. https://doi.org/10.23841/EGSK.2016.19.3.512
  11. 통계청, 2022, 2021년 한국의 사회지표.
  12. 한국조세재정연구원, 2010, "우리나라 소득분배구조의 주요 특징 및 요인별 분해," 재정포럼 172, pp.6-15.
  13. 현대경제연구원, 2017, "한국, 더 이상 경제성장의 모범국가가 아닌가? 분배가 경제성장에 미치는 영향과 과제," 경제주평, 17(19).
  14. Acemoglu, D., Laibson, D. and List, J., 2015, Ecomonics 2nd Edition, London: Pearson.
  15. Adams, S. and Klobodu, E. K. M., 2019, "Urbanization, Economic structure, political regime and income inequality," Social Indicators Research 142(3), pp.971-995. https://doi.org/10.1007/s11205-018-1959-3
  16. Annez, P. C. and Buckley, R. M., 2009, Urbanization and growth: Setting the context, In M.
  17. Anselin, L., Florax, R. J. G. M. and Rey, S. J., 2004, Advances in Spatial Econometrics: Methodology, Tools and Application, Berlin: Springer.
  18. Arouri, M. E. H., Youssef, A. B. and Nguyen, C., 2014, "Does urbanization help poverty reduction in rural area? Evidence from Vietnam," PGDA Working Paper, No.115, Boston: Program on the Global Demography of Aging at Harvard University.
  19. Asamoah, L. A., Figari, F. and Vezzulli, A, 2021, "Spillover effects of innovation and entrepreneurial activity on income inequality in developing countries: A spatial panel approach," Regional Science Policy and Practice 13(5), pp.1661-1686. https://doi.org/10.1111/rsp3.12470
  20. Atems, B., 2013, "The spatial dynamics of growth and inequality: Evidence using US county-level data," Economics Letters 118(1), pp.19-22. https://doi.org/10.1016/j.econlet.2012.09.004
  21. Bailey, N., Kapetanios, G., and Pesaran, M. H., 2016, "Exponent of cross-sectional dependence: Estimation and inference," Journal of Applied Econometrics 31(6), pp.929-960. https://doi.org/10.1002/jae.2476
  22. Barros, C. P. and Gupta, R., 2017, "Development, poverty and inequality: A spatial analysis of South African provinces," The Journal of Developing Areas 51(1), pp.19-32. https://doi.org/10.1353/jda.2017.0001
  23. Beladi, H., Chao, C. C., Ee, M, S. and Hollas, D. 2017, "Urban Development, Excessive Entry of Firms and Wage Inequality in Developing Countries," ADBI Working Paper Series, ADBI Working Paper 653; Tokyo: Asian Development Bank Institute.
  24. Castells-Quintana, D. and Royuela, V., 2015, "Are increasing urbanisation and inequalities symptoms of growth?" Applied Spatial Analysis and Policy 8(3), pp.291-308. https://doi.org/10.1007/s12061-015-9146-2
  25. Castells-Quintana, D., Ramos, R. and Royuela, V., 2015, "Inequality in European regions: Recent trends and determinants," Review of Regional Research 35, pp.123-146. https://doi.org/10.1007/s10037-015-0098-4
  26. Chen, T. H. and Lee, C. C., 2019, "Spatial analysis of liquidity risk in China," North American Journal of Economics and Finance 54, 101047.
  27. Davis, M., 2006, Planet of Slums, London and New York: Verso.
  28. Ertur, C. and Musolesi, A., 2017, "Weak and strong cross-sectional dependence: A panel data analysis of international technology diffusion," Journal of Applied Econometrics 32(3), pp.477-503. https://doi.org/10.1002/jae.2538
  29. Eva, M., Cehan, A., Corodescu-Rosca, E. and Bourdin, S., 2022, "Spatial patterns of regional inequalities: Empirical evidence from a large panel of countries," Applied Geography 140, 102638.
  30. Ha, N. M., Le, N. D. and Trung-Kien, P., 2019, "The impact of urbanization on income inequality: A study in Vietnam," Journal of Risk and Financial Management, 12(3), 146.
  31. Hoechle, D., 2007, "Robust standard errors for panel regressions with cross-sectional dependence," The Stata Journal 7(3), pp.281-312. https://doi.org/10.1177/1536867X0700700301
  32. Hortas-Rico, M. and Rios, V., 2019, "The drivers of local income inequality: A spatial Bayesian model-averaging approach," Regional Studies 53(8), pp.1207-1220. https://doi.org/10.1080/00343404.2019.1566698
  33. Imai, K. S., Gaiha, R. and Garbero, A., 2018, "Poverty reduction during the rural-urban transformation: Rural development is still more important than urbanization," International Fund for Agricultural Development Research Series, No.22, Rome.
  34. Jin, F., 2009, "Foreign Direct Investment and Income Inequality in China," Seoul Journal of Economics 22(3), pp.311-339. https://doi.org/10.22904/SJE.2009.22.3.002
  35. Johansson, A. C. and Wang, X., 2014, "Financial sector policies and income inequality," China Economic Review 31, pp.367-378. https://doi.org/10.1016/j.chieco.2014.06.002
  36. Kanbur, R. and Zhuang, J., 2013, "Urbanization and inequality in Asia." Asian Development Review 30(1), pp.131-147. https://doi.org/10.1162/ADEV_a_00006
  37. Kuznets, S., 1955, "Economic growth and income inequality," The American Economic Review 45(1), pp.1-28.
  38. Lee, H.-Y., Kim, J. and Cin, B. C., 2013, "Empirical analysis on the determinants of income inequality in Korea," International Journal of Advanced Science and Technology 53(1), pp.95-109.
  39. Lee, L.-F. and Yu, J., 2010, "A Spatial Dynamic Panel Data Model with Both Time and Individual Fixed Effects," Econometric Theory 26(2), pp.564-597. https://doi.org/10.1017/S0266466609100099
  40. Li, J., Wang, X., Xu, J. and Yuan, C., 2020, "The role of public pensions in income inequality among elderly households in China 1988-2013," China Economic Review 61, 101422.
  41. Liddle, B., 2017, "Urbanization and inequality/poverty," Urban Science 1(35), pp.1-7. https://doi.org/10.3390/urbansci1040035
  42. Marchand, Y., 2018, A study of the causes and consequences of regional income inequality in Canada: A spatial panel data approach, Canada: McGill University.
  43. Mastronardi, L., and Cavallo, A., 2020, "The spatial dimension of income inequality: An analysis at municipal level," Sustainability 12(4), pp.1-18. https://doi.org/10.3390/su12041622
  44. Michaels, G., Rauch, F. and Redding, S. J., 2012, "Urbanization and structural transformation," The Quarterly Journal of Economics 127(2), pp.535-586. https://doi.org/10.1093/qje/qjs003
  45. OECD, 2019, "Leveraging megatrends for cities and rural areas," OECD Regional Outlook 2019.
  46. Pesaran, M. H., 2006, "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica 74(4), pp.967-1012. https://doi.org/10.1111/j.1468-0262.2006.00692.x
  47. Pesaran, M. H., 2007, "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics 22(2), pp.265-312. https://doi.org/10.1002/jae.951
  48. Pesaran, M. H., 2015, "Testing weak cross-sectional dependence in large panels," Econometric Reviews 34(6-10), pp.1089-1117. https://doi.org/10.1080/07474938.2014.956623
  49. Pesaran, M. H. and Tosetti, E., 2011, "Large panels with common factors and spatial correlation," Journal of Econometrics 161(2), pp.182-202. https://doi.org/10.1016/j.jeconom.2010.12.003
  50. Quito, B., del Ro-Rama, M. D. L. C., Peris-Ortiz, M. and lvarez-Garca, J., 2023, "Spatial-Temporal Determinants of Income Inequality in the Cantons of Ecuador between 2010 and 2019: A Spatial Panel Econometric Analysis," Journal of the Knowledge Economy, pp.1-25.
  51. Ravallion, M., Chen, S. and Sangraula, P., 2007, "New evidence on the urbanization of global poverty," Population and Development Review 33(4), pp.667-701. https://doi.org/10.1111/j.1728-4457.2007.00193.x
  52. Ritchie, H. and Roser, M., 2018, "Urbanization," Our world in data.
  53. Robinson, S., 1976, "A note on the U hypothesis relating income inequality and economic development," The American Economic Review 66(3), pp.437-440.
  54. Romer, P. M., 1994, "The Origins of Endogenous Growth," Journal of Economics 8(1), pp.3-22. https://doi.org/10.1257/jep.8.1.3
  55. Royuela, V., Veneri, P. and Ramos, R., 2014, "Income inequality, urban size and economic growth in OECD regions," OECD Regional Development Working Papers.
  56. Siddique, M. A. B., Wibowo, H. and Wu, Y., 2014, "Fiscal decentralisation and inequality in Indonesia: 1999-2008," University of Western Australia, Business School Discussion Paper.
  57. Sulemana, I., Nketiah-Amponsah, E., Codjoe, E. A. and Andoh, J. A. N., 2019, "Urbanization and income inequality in Sub-Saharan Africa," Sustainable Cities and Society 48, 101544.
  58. UN-Habitat, 2022, World Cities Report 2022, UN-Habitat.
  59. Wang, X., Shao, S. and Li, L., 2019, "Agricultural inputs, urbanization, and urban-rural income disparity: Evidence from China." China Economic Review 55, pp.67-84. https://doi.org/10.1016/j.chieco.2019.03.009
  60. World Bank, 2015, World development indicators, World Bank.
  61. World Inequality Lab, 2022, World Inequality Report 2022, World Inequality Lab.
  62. Wu, D. and Rao, P., 2017, "Urbanization and income inequality in China: An empirical investigation at provincial level," Social Indicators Research 131(1), pp.189-214. https://doi.org/10.1007/s11205-016-1229-1
  63. Yu, J. and Lee, L. F., 2010, "Estimation of unit root spatial dynamic panel data models," Econometric Theory 26(5), pp.1332-1362. https://doi.org/10.1017/S0266466609990600