Journal of Korea Planning Association (국토계획)

Korea Planning Association (대한국토도시계획학회)
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Analysis of Functional Autocorrelation and Development of Functional Econometric Model through Urban Interactions - Focusing on Economic Growth of Small and Medium Sized Cities -

도시 상호작용에 따른 기능적 자기상관분석 및 기능계량경제모형 개발 - 중소도시의 경제성장을 중심으로 -

  • Received : 2018.12.26
  • Accepted : 2019.05.03
  • Published : 2019.06.30
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Abstract

Korean government has implemented policies to strengthen the competitiveness of small and medium sized cities. However, since it is often difficult to enhance the competitiveness through individual projects, many local governments in metropolitan areas are working together to pursue local growth. On the other hand, small and medium sized cities that are not included in metropolitan areas due to their spatial limitations have difficulties in implementing effective growth policies. Given this background, the purpose of this study is to identify the functional correlation based on urban interactions and develop functional econometric model for the economic growth of small and medium sized cities. This study uses spatial econometrics models and functional weight matrix to identify the effects of functional networks on small and medium sized cities. The results show the effect of functional networks on the growth of small and medium sized cities and provide policy implications for regional spatial planning that addresses effective management of small and medium sized cities.

Keywords

References

  1. Anselin, L., 1988. Spatial Econometrics: Methods and Models, Berlin: Springer Science & Business Media.
  2. Anselin, L. and Bera, A., 1998. "Spatial Dependence in Linear Regression Models with an Application to Spatial Econometrics", in Handbook of Applied Economics Statistics, edited by A. Ullah and D. Giles, Berlin: Springer.
  3. Batten, D.F., 1995. "Network Cities: Creative Urban Agglomerations for the 21st Century", Urban Studies, 32(2): 313-327. https://doi.org/10.1080/00420989550013103
  4. Bloom, D.E., Canning, D., and Fink, G., 2010. "Implications of Population Ageing for Economic Growth", Oxford Review of Economic Policy, 26(4): 583-612. https://doi.org/10.1093/oxrep/grq038
  5. Bontje, M. and Musterd, S., 2008. "The Multi-layered City: The Value of Old Urban Profiles", Tijdschrift voor Economische en Sociale Geografie, 99(2): 248-255. https://doi.org/10.1111/j.1467-9663.2008.00457.x
  6. Brown, L.A., Odland, J., and Golledge, R.G., 1970. "Migration, Functional Distance, and the Urban Hierarchy", Economic Geography, 46(3): 472-485. https://doi.org/10.2307/143383
  7. Byun, P.S., Kim, D.K., Cha, E.H., and Lee, H.R., 2015. A Classification and Development Directions of the Small and Medium-sized Cities Outside the Capital Region of Korea, Gyeonggi-do: Korea Research Institute for Human Settlements.
  8. Choi, B.D., 2015. "Theory of Network City and Perspective on Development of the Yeongnam Region", Journal of The Korean Association of Regional Geographers, 21(1): 1-20.
  9. Choi, I.H., 2017. "A Study on Activation Plan for Small and Medium-sized Cities in the Super Aged Society", Journal of the Korean Cadastre Information Association, 19(2): 181-194. https://doi.org/10.46416/JKCIA.2017.08.19.2.181
  10. Choi, M.S., Kim, U.J., and Park,J.U., 2003. "An Application of Spatial Econometric Model: Spatial Dependence of Apartment Sale Prices in Seoul", Journal of the Korean Regional Science Association, 19(3): 61-80.
  11. Chun, K.K. and Chun, H.C., 2016. "A Study on the Planning Issues of Shrinking Communities for Smart Decline", Journal of the Korean Regional Development Association, 28(1): 1-28. https://doi.org/10.22885/KRDA.2016.28.1.1
  12. Dubin. R.A., 1988. "Estimation of Regression Coefficients in the Presence of Spatially Autocorrelated Error Terms", The Review of Economics and Statistics, 70: 466-474. https://doi.org/10.2307/1926785
  13. Eom, H.T., and Woo, M.J., 2015. "The Impacts of Urban Sprawl on the Decline of Inner City and Implications for Urban Regeneration: Focused on the Capital Region of South Korea", Journal of Korea Planning Association, 50(3): 73-89.
  14. Gillen, K., Thibodeau, T., and Wachter, S., 2001. "Anisotropic Autocorrelation in House Price", Journal of Real Estate Finance and Economics, 23: 5-30. https://doi.org/10.1023/A:1011140022948
  15. Greene, F., Tracey, P., and Cowling, M., 2007. "Recasting the City into City-Regions: Place Promotion, Competitiveness Benchmarking and the Quest for Urban Supremacy", Growth and Change, 38(1): 1-22. https://doi.org/10.1111/j.1468-2257.2007.00350.x
  16. Healey, P., 2009. "City Regions and Place Development", Regional Studies, 43(6): 831-843. https://doi.org/10.1080/00343400701861336
  17. Hirst, M.A., 1975. "Telephone Transactions, Regional Inequality and Urban Growth in East Africa", Tijdschrift voor Economische en Sociale Geografie, 66(5): 277-295. https://doi.org/10.1111/j.1467-9663.1975.tb01372.x
  18. Im, B.Y., Lee, K.S., and Ma, K.R., 2018. "Future Prospects and Strategies for National Territorial Development in an Era of New Normal: Implications of Japan's Compact and Network Strategies", Space & Environment, 64: 45-70.
  19. Jang, H.Y. and Moon, T.H., 2012. "Establishing City-Region Based on Connectivity and Their Development Directions", Journal of Korea Planning Association, 47(1): 5-18.
  20. Jang, M.H., Lee, M.S., and Kim, H.H., 2016. "A Study on the Application of Decline Indicators for Supporting Urban Regeneration Policy in Provincial Metropolises", The Geographical Journal of Korea, 50(4): 455-473.
  21. Jeon, K.K., 2000. "The Methods of Regionalization of the Metropolitan Area for Metropolitan Planning", Journal of the Korean Regional Development Association, 12(1): 111-131.
  22. Jeong, Y.Y., Moon, T.H., and Heo, S.Y., 2013. "Characteristics of Small and Medium Sized City and Network City Development in Korea," Journal of Korea Planning Association, 48(2): 35-50.
  23. Jo, Y.A., 2014. "Policy Directions for Urban Regeneration", Local Government Studies, 18(3): 71-91.
  24. Jung, K.J. and Jeong, M.G., 2010. "An Analysis on Economic Effect of Urban Collaborative Network for Great-Sphere Economic Areal Policy in Korea: Focusing on the Case of Southeastern Great-sphere Economic Area", Korean Policy Studies Review, 19(1): 313-340.
  25. Jung, S.Y., 2012. "Analysis of the Impact of Agglomeration on the Firm Performance Using Spatial Econometrics", Journal of Industrial Economics and Business, 25(3): 2325-2337.
  26. Korea Institute for Health and Social Affairs, 2014. Annual Report 2013, Gyeonggi.
  27. Korea Urban Renaissance Center, 2010. Indicator Development for City Decline and Potential Diagnosis, Gyeonggi.
  28. Kim, D.J., Kwon, Y.S., Ahn, H.K., Gu, J.E., Choi, I.H., and Jeon, S.Y., 2009. A Study on Mega-economic Regions Development to Promote Korea's National Territorial Competitiveness, Gyeonggi-do: Korea Research Institute for Human Settlements.
  29. Kim, S.B., 2004. "The Theory and Cases of Functional Territory Development: Urban Development and Regional Innovation System", Journal of the Economic Geographical Society of Korea, 7(3): 345-357.
  30. Kim, S.W. and Chung, K.S., 2010. "The Study of Spatial Weight Matrix Reflecting True Reality in the Spatial Econometrics Model: Focused on the Real Transaction Housing Price in the Busan", Housing Studies, 18(4): 59-80.
  31. Kim, E.J. and Lee, S.S., 2006. "Estimation of Agglomeration Economies of Seoul IT Industries", Financial Paper, 21(1): 149-165.
  32. Kim, H.J., 2011. "The Regeneration Policy in Connection with Historic and Cultural Assets in Local Small City", Journal of the Korean Regional Development Association, 23(4): 123-148.
  33. Kim, J.Y., 2003. "Analysis of City Efficiency Using Urban Network Theory", The Korea Spatial Planning Review, 38: 63-78.
  34. Kim, Y.C., 2011. "Characteristics of New Urban Development Paradigm and Construction of Development Strategies for Sharing Growth Benefits", The Korean Association of Space and Environment Research, 35: 107-152.
  35. Kwon, O.H., 2009. "Theoretical Examination of Network Cities and Application Possibility for South-East Region in Korea", Journal of the Economic Geographical Society of Korea, 12(3): 277-290. https://doi.org/10.23841/egsk.2009.12.3.277
  36. Lee, S.W., Yoon, S.D., Park, J.Y., and Min, S.H., 2006. Application of Space Econometric Model, Seoul: Park Young Sa Publishing.
  37. Lee, S.G. and Woo, M.J., 2016. "Delineation of Metropolitan Regions Using Markov-chain Model and Analysis of Their Changes: Focused on Five Metropolitan Areas", Journal of Korea Planning Association, 51(7): 5-20.
  38. Lee, S.D., Ju, S.I., and Lee, S.H., 2017. "Prediction for Spatial Time Series Models with Several Weight Matrices", Journal of the Korean Data & Information Science Society, 28(1): 11-20. https://doi.org/10.7465/jkdi.2017.28.1.11
  39. Lim, H.B., 2017. "Urban Planning Using Shrinking City in Population Declining Age", Journal of the Korean Urban Management Association, 30(2): 87-114. https://doi.org/10.36700/KRUMA.2017.06.30.2.87
  40. Ma, K.R., 2018. The Decentralization Ruins the Provinces, Gyeonggi: Gaemagowon.
  41. Marull, J., Galletto, V., Domene, E., and Trullen, J., 2013. "Emerging Megaregions: A New Spatial Scale to Explore Urban Sustainability", Land Use Policy, 34: 353-366. https://doi.org/10.1016/j.landusepol.2013.04.008
  42. Marull, J., Font, C., and Boix, R., 2015. "Modelling Urban Networks at Mega-regional Scale: Are Increasingly Complex Urban Systems Sustainable?", Land Use Policy, 43: 15-27. https://doi.org/10.1016/j.landusepol.2014.10.014
  43. Moon, T.H., 2012. "We Expect to Strengthen National Competitiveness by Fostering Small and Medium Cities", Gyeongnam Development, 123: 24-31.
  44. Moran, P., 1950. "Notes on Continuous Stochastic Phenomena", Biometrika, 37: 17-23. https://doi.org/10.1093/biomet/37.1-2.17
  45. Moulaert, F. and Djellal, F., 1995. "Information Technology Consultancy Firms: Economies of Agglomeration from a Wide-area Perspective", Urban Studies, 32(1): 105-122. https://doi.org/10.1080/00420989550013248
  46. Noh, S.C., Sim, J.H., and Lee, H.Y., 2012. "A Study on the Delimitation of City-regions Based on Inter-regional Functional Linkages in Korea", Journal of the Korean Urban Geographical Society, 15(3): 23-43.
  47. Park, H.S. and Hwang, T.I., 2003. "The Estimation of City's Population and Employment Growth Rates in the Seoul Metropolitan Area Using a Spatial Econometric Model", Journal of Korea Planning Association, 38(7): 43-52.
  48. Sin, J.J. and Kim, T.Y., 2004. "A Study on Renewal Plan and Realization Method of Local City Central Area in Japan", Metropolitan Area Studies, 1: 23-42.
  49. So, S.C. and Lee, J.B., 2015. "A Study on Regional Development Policy between S. Korea and Japan", Journal of Local Government Studies, 27(4): 209-242. https://doi.org/10.21026/jlgs.2015.27.4.209
  50. Yi, C.H., 2016. "An Analysis on the Determinants of the Agglomeration by Industrial Type in Seoul Metropolitan Region with Spatial Econometrics", GRI Review, 18(1): 1-33.
  51. Yun, J.J. and Woo, M.J., 2017. "Functional Interdependence and Employment Growth of Mega-Economic Regions: Implications for Regional Planning", Journal of Korea Planning Association, 52(2): 117-136. https://doi.org/10.17208/jkpa.2017.04.52.2.117