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Spatial Structure and Spatial Interaction: 25 Years Later


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  • Griffith, Daniel A.

    (U TX, Dallas)

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    In the 1970s, spatial autocorrelation (i.e., local distance and configuration effects) and distance decay (i.e., global distance effects) were suspected of being intermingled in spatial interaction model specifications. This convolution was first treated in a theoretical context by Curry (1972), with some subsequent debate (e.g., Curry, Griffith, and Sheppard 1975). This work was followed by a documentation of the convolution (e.g., Griffith and Jones 1980) and further theoretical treatment of the role spatial autocorrelation plays in spatial interaction modeling (e.g., Griffith 1982). But methodology did not exist at the time--or even soon thereafter--to easily or fully address spatial autocorrelation effects within spatial interaction model specifications, a contention attested to and demonstrated by the cumbersome and difficult-to-implement techniques employed by, for example, Bolduc, Laferriere, and Santarossa (1992, 1995) and Bolduc, Fortin, and Gordon (1997). Today, however, eigenfunction-based spatial filtering offers a methodology that can account for spatial autocorrelation effects within a spatial interaction model. This paper updates work from the early 1980s, extending it with spatial filtering methods.

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    Bibliographic Info

    Article provided by Southern Regional Science Association in its journal Review of Regional Studies.

    Volume (Year): 37 (2007)
    Issue (Month): 1 ()
    Pages: 28-38

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    Handle: RePEc:rre:publsh:v:37:y:2007:i:1:p:28-38

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    Keywords: Spatial; Spatial Autocorrelation;

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    Cited by:
    1. Angulo, A. M. & Mtimet, N. & Dhehibi, B. & Atwi, M. & Ben Youssef , O. & Gil, J. M. & Sai, M. B., 2011. "A revisited gravity equation in trade flow analysis: an application to the case of Tunisian olive oil exports," Investigaciones Regionales, AsociaciĆ³n EspaƱola de Ciencia Regional, issue 21, pages 225-239.
    2. James P. LeSage & R. Kelley Pace, 2008. "Spatial Econometric Modeling Of Origin-Destination Flows," Journal of Regional Science, Wiley Blackwell, vol. 48(5), pages 941-967.
    3. Yongwan Chun, 2008. "Modeling network autocorrelation within migration flows by eigenvector spatial filtering," Journal of Geographical Systems, Springer, vol. 10(4), pages 317-344, December.
    4. Daniel Griffith & Manfred Fischer, 2013. "Constrained variants of the gravity model and spatial dependence: model specification and estimation issues," Journal of Geographical Systems, Springer, vol. 15(3), pages 291-317, July.
    5. Paniagua, Jordi & Sapena, Juan, 2014. "Is FDI doing good? A golden rule for FDI ethics," Journal of Business Research, Elsevier, vol. 67(5), pages 807-812.


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