Common Essentials in a Demand-Supply Allocation Model for Regional Development Forecasting
Publication: Journal of Urban Planning and Development
Volume 142, Issue 4
Abstract
The essentials of regional development forecasting are freely addressed in existing multidimensional approaches. Nowadays, despite the convenience of high-quality data, enhanced tools, and equipment that provide a good degree of realism in forecasting, the doors are open to confusion primarily because of the difficulty in appreciating such a large number of concepts, models, and experimental details. Based on this issue and practical examples, this paper presents common essentials in a demand-supply allocation model for regional development forecasting.
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References
Abraham, J. E., and Hunt, J. D. (1999). “Firm location in the MEPLAN model of Sacramento.” Transp. Res. Rec., 1685, 187–198.
Albrechts, L. (2004). “Strategic (Spatial) planning reexamined.” Environ. Plann. B: Plann. Des., 31(5), 743–758.
Alonso, W. A. (1964). Location and land use: Toward a general theory of land rent, Harvard University Press, Cambridge, MA.
Anas, A. (1981). “The estimation of multinomial logit models of joint location and travel mode choice from aggregated data.” J. Reg. Sci., 21(2), 223–242.
Anas, A., and Xu, R. (1999). “Congestion, land use, and job dispersion: A general equilibrium model.” J. Urban Econ., 45(3), 451–473.
Anderson, M. D. (1999). “Evaluation of models to forecast external-external trip percentages.” J. Urban Plann. Dev., 110–120.
Anselin, L. (2002). “Spatial externalities, spatial multipliers and spatial econometrics.” Int. Reg. Sci. Rev., 26(2), 153–166.
Atak, J., and Margo, R. A. (1998). “Location, location, location! The price gradient for vacant urban land: 1835 to 1900.” J. Real Est. Fin. Urban Econ., 16(2), 151–172.
Batty, M. (2007). Cities and complexity: Understanding cities with cellular automata, agent-based models, and fractals, MIT Press, Cambridge, MA.
Bhat, C. R. (2002). “Recent methodological advances relevant to activity and travel behavior.” Perpetual motion: Travel behavior research opportunities and application challenges, H. S. Mahmassani, ed., Elsevier Science, Oxford, U.K., 381–414.
Bina, M., Suescun, D., and Kockelman, K. (2006). “Location choice vis-à-vis transportation: The case of recent home buyers.” Proc., 85th Annual Meeting, Transportation Research Board, Washington, DC.
Brockerhoff, M. (2000). “Urban growth in developing countries: A review of projections and predictions.” Popul. Dev. Rev., 25(4), 757–778.
Burgess, E. (1925). The growth of the city: An introduction to a research project, R. Park, E. Burgess, and R. D. McKenzie, eds., Univ. of Chicago Press, Chicago.
Cervero, R. (1989). “Jobs-housing balancing and regional mobility.” J. Am. Plann. Assoc., 55(2), 136–150.
Condon, P. M., Cavens, D., and Miller, N. (2009). Urban planning tools for climate change mitigation, Lincoln Institute of Land Policy, Cambridge, MA.
Coppola, P, Ibeas, A., dell’Olio, L., and Cordera, R. (2013). “LUTI model for the metropolitan area of Santander.” J. Urban Plann. Dev., 153–165.
Dieleman, F. M. (2001). “Modeling residential mobility: A review of recent trends in research.” J. Hous. Built Environ., 16(3–4), 249–265.
Ewing, R., et al. (2011). “Traffic generated by mixed-use developments—Six-region study using consistent built environmental measures.” J. Urban Plann. Dev., 248–261.
Harris, B. (1985). “Urban simulation models in regional science.” J. Reg. Sci., 25(4), 545–567.
Harris, C. D., and Ullman, E. L. (1945). “The nature of cities.” Ann. Am. Acad. Political Soc. Sci., 242, 7–17.
Harvey, G., and Deakin, E. (1993). A manual of regional transportation modeling practice for air quality analysis, National Association of Regional Councils, Washington, DC.
Heppenstall, A., Crooks, A., See, L., and Batty, M. (2012). Agent-based models of geographical systems, Springer, Berlin.
Hoyt, H. (1939). The structure and growth of residential neighborhoods in American cities, Federal Housing Administration, Washington, DC.
Iacono, M., Levinson, D., and El-Geneidy, A. (2008). “Models of transportation and land use change: A guide to the territory.” J. Plann. Lit., 22(4), 323–340.
Johnston, R. A., and Shabazian, D. R. (2003). “UPlan: A versatile urban growth model for transportation planning.” Transp. Res. Rec., 1831, 202–209.
Klosterman, R. E. (1999). “The what if? Collaborative planning support system.” Environ. Plann. B, 26(3), 393–408.
Knudsen, D. C. (2000). “Shift-share analysis: Further examination of models for the description of economic change.” Sociobiol. Econ. Plann. Sci., 34(3), 177–198.
Kockelman, K. M., Jin, L., Zhao, Y., and Ruiz-Juri, N. (2004). “Tracking land use, transport, and industrial production using random-utility-based multizonal input-output models: Applications for Texas trade.” J. Transp. Geog., 13(3), 275–286.
Lancaster, K. J. (1966). “A new approach to consumer theory.” J. Polit. Econ., 74(2), 132–157.
Landis, J. (1994). “The California urban futures model: A new generation of metropolitan simulation models.” Environ. Plann. B, 21(4), 399–420.
Landis, J., and Zhang, M. (1998). “The second generation of the California urban futures model. Part 1: Model logic and theory.” Environ. Plann. B, 25(5), 657–666.
Lemp, J. D., Zhou, B. B., Kockelman, K. M., and Parmenter, B. M. (2008). “Visioning versus modeling: Analyzing the land-use-transportation futures of urban regions.” J. Urban Plann. Dev., 97–109.
Le Sage, J. P., and Pace, R. K. (2004). “Models for spatially dependent missing data.” J. Real Est. Fin. Econ., 29(2), 233–254.
Leslie, P. H. (1945). “The use of matrices in certain population mathematics.” Biometrika, 33(3), 183–212.
Marshall, A. (1890). Principles of economics, Macmillan, London.
McFadden, D. (1978). “Modelling the choice of residential location.” Transp. Res. Rec., 673, 72–77.
McMillen, D. P. (1996). “One hundred fifty years of land values in Chicago: A nonparametric approach.” J. Urban Econ., 40(1), 100–124.
Mittlbock, M., and Schemper, S. (1996). “Explained variation in logistic regression.” Stat. Med., 15(19), 1987–1997.
Moecke, R., Mishra, S., Ducca, F., and Weidner, T. (2015). “Modeling complex Megaregion systems: Horizontal and vertical integration for a megaregion model.” Int. J. Transp., 3(1), 69–90.
Munneke, H. (2005). “Dynamics of the urban zoning structure: An empirical investigation of zoning change.” J. Urb. Econ., 58(3), 455–473.
Oates, W. E. (1969). “The effects of property taxes and local spending on property values: An empirical study of tax capitalization and the tiebout hypothesis.” J. Polit. Econ., 77(6), 957–971.
Quigley, J. M. (1976). “Housing demand in the short run: An analysis of polytomous choice.” Explorations Econ. Res., 3(1), 76–102.
Ricardo, D. (1817). On the principles of political economy and taxation, John Murray, London.
Rogers, A. (1975). Introduction to multiregional mathematical demography, Wiley, New York.
Rosen, S. (1974). “Hedonic prices and implicit markets: Product differentiation in pure competition.” J. Polit. Econ., 82(1), 34–55.
Ruiz-Juri, N., and Kockelman, K. M. (2006). “Evaluation of the trans-texas corridor proposal: Application and enhancements of the random-utility-based multiregional input–output model.” J. Transp. Eng., 132(7), 531–539.
Sanchez, T. W. (2004). “Land use and growth impacts from highway capacity.” J. Urban Plann. Dev., 75–82.
Silva, E. A., and Clarke, K. C. (2002). “Calibration of the SLEUTH urban growth model for Lisbon and Porto, Portugal. Computers.” Environ. Urban Syst., 26(6), 525–552.
Sirmans, S. G., Macpherson, D. A., and Zietz, E. N. (2005). “The composition of hedonic pricing models.” J. Real Est. Lit., 13(1), 3–43.
Stekler, H. O., and Thomas, R. (2005). “Evaluating BLS labor force, employment, and occupation projections for 2000.” Mon. Labor Rev., 46–56.
Tiebout, C. M. (1956). “A pure theory of local expenditures.” J. Polit. Econ., 64(5), 416–424.
Von Thünen, J. H. (1826). Der isolierte staat, Pergamon Press, London.
Waddell, P. (2002). “UrbanSim: Modeling urban development for land use, transportation and environmental planning.” J. Am. Plann. Assoc., 68(3), 297–314.
Waddell, P. (2011). “Integrated land use and transportation planning and modelling: Addressing challenges in research and practice.” Transp. Rev., 31(2), 209–229.
Waddell, P., Borning, A., Noth, M., Freier, N., Becke, M., and Ulfarsson, G. (2003). “Microsimulation of urban development and location choices: Design and implementation of UrbanSim.” Netw. Spat. Econ., 3(1), 43–67.
Watterson, W. T. (1990). “Adapting and applying existing urban models: DRAM and EMPAL in the Seattle region.” J. Urban Reg. Inf. Sys. Assoc., 2(2), 35–46.
Wegener, M. (2004). Overview of land-use transport models. Transport geography and spatial systems, D. A. Hensher and K. Button, eds., Elsevier, Oxford, U.K., 127–146.
Wegener, M. (1994). “Operational urban models: State of the art.” J. Am. Plann. Assoc., 60(1), 17–29.
Weisbrod, G. E., Lerman, S. R., and Ben-Akiva, M. (1980). “Trade-offs in residential location decisions: Transportation versus other factors.” Transp. Pol. Dec. Making, 1(1), 13–26.
Whelpton, P. K. (1936). “An empirical method for calculating future population.” J. Am. Plann. Assoc., 31(195), 457–473.
Wyatt, I. (2010). “Evaluating the 1996–2006 employment projections.” Mon. Labor Rev., 33–69.
Xanthos, G., Ladias, C. A., and Genitsaropoulos, C. (2013). “A method for forecasting population changes in alpine, semi-alpine and lowland communities of Epirus region in Greece.” Reg. Sci. Inq. J., 1, 173–179.
Zegras, C., Sussman, J., and Conklin, C. (2004). “Scenario planning for strategic regional transportation planning.” J. Urban Plann. Dev., 2–13.
Zhou, B., and Kockelman, K. M. (2008). “Neighborhood impacts on land use change: A multinomial logit model of spatial relationships.” Ann. Reg. Sci., 42(2), 321–340.
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© 2016 American Society of Civil Engineers.
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Received: Feb 6, 2014
Accepted: Dec 28, 2015
Published online: May 10, 2016
Discussion open until: Oct 10, 2016
Published in print: Dec 1, 2016
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