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An information statistical approach to the modifiable areal unit problem in incidence rate maps

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  • Tomoki Nakaya

Abstract

The modifiable areal unit problem becomes apparent when incidence rates are mapped on the basis of areal units. Although small units with high spatial accuracy can present unreliable rates, large spatial units may remove relevant geographical variation. Regarding mapping as a kind of statistical modelling, this author proposes a new methodology to select appropriate areal units using the Akaike information criterion and two search methods for an informative geographical aggregation in map construction. The optimal zoning of similarity is suitable for finding spatial anomalies but presents a biased overall pattern. An alternative approach is to cluster areal units according to explanatory variables: this shows clear spatial patterns of elderly men's mortality matching the ecological structure in the Tokyo metropolitan area.

Suggested Citation

  • Tomoki Nakaya, 2000. "An information statistical approach to the modifiable areal unit problem in incidence rate maps," Environment and Planning A, Pion Ltd, London, vol. 32(1), pages 91-109, January.
  • Handle: RePEc:pio:envira:v:32:y:2000:i:1:p:91-109
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    Cited by:

    1. You, Liangzhi & Wood, Stanley, 2006. "An entropy approach to spatial disaggregation of agricultural production," Agricultural Systems, Elsevier, vol. 90(1-3), pages 329-347, October.
    2. James A. Cheshire & Paul A. Longley & Keiji Yano & Tomoki Nakaya, 2014. "Japanese surname regions," Papers in Regional Science, Wiley Blackwell, vol. 93(3), pages 539-555, August.
    3. B. d'Hombres & L. Rocco & M. Suhrcke & M. McKee, 2010. "Does social capital determine health? Evidence from eight transition countries," Health Economics, John Wiley & Sons, Ltd., vol. 19(1), pages 56-74.
    4. Briggs, David & Abellan, Juan J. & Fecht, Daniela, 2008. "Environmental inequity in England: Small area associations between socio-economic status and environmental pollution," Social Science & Medicine, Elsevier, vol. 67(10), pages 1612-1629, November.

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