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Integrating the fragmented regional and subregional socioeconomic forecasting and analysis: a spatial regional econometric input–output framework

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  • Jae Kim
  • Geoffrey Hewings

Abstract

This study presents an integrated socioeconomic forecasting and analysis framework: a spatial regional econometric input–output model and its application to the Chicago metropolitan area. The new framework is designed to overcome some limitations of existing models, particularly (1) limited consideration of population–employment interactions and (2) dominance of top-down approach to vertical integration of regional and subregional variables. It captures local and lower level conditions and their effects on macroeconomic variables by using a modified disequilibrium adjustment model that incorporates subregional dynamics into a regional econometric input–output model in a reciprocal, interactive manner, as opposed to a top-down allocation process. The framework also considers both region-wide and subregional level population–employment interactions more systematically. It is demonstrated that the present model can support socioeconomic forecasting and a broad range of analyses, including the examinations of the macroeconomic impacts of local actions. Copyright Springer-Verlag 2012

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  • Jae Kim & Geoffrey Hewings, 2012. "Integrating the fragmented regional and subregional socioeconomic forecasting and analysis: a spatial regional econometric input–output framework," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 49(2), pages 485-513, October.
  • Handle: RePEc:spr:anresc:v:49:y:2012:i:2:p:485-513
    DOI: 10.1007/s00168-011-0468-y
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    1. Vias, Alexander C., 1999. "Jobs Follow People in the Rural Rocky Mountain West," Rural America/ Rural Development Perspectives, United States Department of Agriculture, Economic Research Service, vol. 14(2), September.
    2. Wouter Vermeulen & Jos van Ommeren, 2004. "Interaction of Regional Population and Employment," Tinbergen Institute Discussion Papers 04-083/3, Tinbergen Institute.
    3. Gordon Mulligan & Alexander Vias, 2006. "Growth and change in U.S. micropolitan areas," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 40(2), pages 203-228, June.
    4. G F Mulligan & A C Vias & S M Glavac, 1999. "Initial Diagnostics of a Regional Adjustment Model," Environment and Planning A, , vol. 31(5), pages 855-876, May.
    5. Zellner, Arnold & Tobias, Justin, 1998. "A Note on Aggregation, Disaggregation and Forecasting Performance," CUDARE Working Papers 198677, University of California, Berkeley, Department of Agricultural and Resource Economics.
    6. Bollinger, Christopher R. & Ihlanfeldt, Keith R., 1997. "The Impact of Rapid Rail Transit on Economic Development: The Case of Atlanta's MARTA," Journal of Urban Economics, Elsevier, vol. 42(2), pages 179-204, September.
    7. John B. Parr, 1987. "The Development of Spatial Structure and Regional Economic Growth," Land Economics, University of Wisconsin Press, vol. 63(2), pages 113-127.
    8. Steinnes, Donald N., 1977. "Causality and intraurban location," Journal of Urban Economics, Elsevier, vol. 4(1), pages 69-79, January.
    9. Kelejian, Harry H & Prucha, Ingmar R, 1998. "A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 99-121, July.
    10. Vermeulen, Wouter & van Ommeren, Jos, 2009. "Does land use planning shape regional economies? A simultaneous analysis of housing supply, internal migration and local employment growth in the Netherlands," Journal of Housing Economics, Elsevier, vol. 18(4), pages 294-310, December.
    11. Kelejian, Harry H & Prucha, Ingmar R, 1999. "A Generalized Moments Estimator for the Autoregressive Parameter in a Spatial Model," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(2), pages 509-533, May.
    12. Marlon G. Boarnet & Saksith Chalermpong & Elizabeth Geho, 2005. "Specification issues in models of population and employment growth," Papers in Regional Science, Wiley Blackwell, vol. 84(1), pages 21-46, March.
    13. Marlon G. Boarnet, 1994. "An Empirical Model Of Intrametropolitan Population And Employment Growth," Papers in Regional Science, Wiley Blackwell, vol. 73(2), pages 135-152, April.
    14. Graham Schindler & Philip Israilevich & Geoffrey Hewings, 1997. "Regional Economic Performance: An Integrated Approach," Regional Studies, Taylor & Francis Journals, vol. 31(2), pages 131-137.
    15. West, Guy R. & Jackson, Randall W., 1998. "Input-Output+Econometric and Econometric+Input-Output: Model Differences or Different Models?," Journal of Regional Analysis and Policy, Mid-Continent Regional Science Association, vol. 28(1), pages 1-16.
    16. Boarnet Marlon G., 1994. "The Monocentric Model and Employment Location," Journal of Urban Economics, Elsevier, vol. 36(1), pages 79-97, July.
    17. John I. CARRUTHERS & Michael K. HOLLAR & Gordon F. MULLIGAN, 2008. "Growth And Convergence In The Space Economy : Evidence From The United States," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 27, pages 35-60.
    18. Joseph Gyourko & Albert Saiz & Anita Summers, 2008. "A New Measure of the Local Regulatory Environment for Housing Markets: The Wharton Residential Land Use Regulatory Index," Urban Studies, Urban Studies Journal Limited, vol. 45(3), pages 693-729, March.
    19. Sergio J. Rey & Marlon G. Boarnet, 2004. "A Taxonomy of Spatial Econometric Models for Simultaneous Equations Systems," Advances in Spatial Science, in: Luc Anselin & Raymond J. G. M. Florax & Sergio J. Rey (ed.), Advances in Spatial Econometrics, chapter 5, pages 99-119, Springer.
    20. Chalmers, James A & Greenwood, Michael J, 1985. "The Regional Labor Market Adjustment Process: Determinants of Changes in Rates of Labor Force Participation, Unemployment, and Migration," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 19(1), pages 1-17, March.
    21. William Levemier & Brian Cushing, 1994. "A New Look at the Determinants of the Intrametropolitan Distribution of Population and Employment," Urban Studies, Urban Studies Journal Limited, vol. 31(8), pages 1391-1405, October.
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    Cited by:

    1. L. I. Vlasyuk, 2017. "Strategic planning and forecasting system in the Russian Federation: a regional projection," Russian Journal of Industrial Economics, MISIS, vol. 10(2).
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    3. Jae Kim & Geoffrey Hewings, 2013. "Land use regulation and intraregional population–employment interaction," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 51(3), pages 671-693, December.
    4. Darian McBain & Ali Alsamawi, 2014. "Quantitative accounting for social economic indicators," Natural Resources Forum, Blackwell Publishing, vol. 38(3), pages 193-202, August.

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    More about this item

    Keywords

    C53; R12; R15;
    All these keywords.

    JEL classification:

    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • R15 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Econometric and Input-Output Models; Other Methods

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