2020
DOI: 10.1177/0309132520968134
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The spatial structure debate in spatial interaction modeling: 50 years on

Abstract: Spatial interaction and spatial structure are foundational geographical abstractions, though there is often variation in how they are conceptualized and deployed in quantitative models. In particular, the last five decades have produced an exceptional diversity regarding the role of spatial structure within spatial interaction models. This is explored by outlining the initiation and development of the notion of spatial structure within spatial interaction modeling and critically reviewing four methodological a… Show more

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Cited by 26 publications
(21 citation statements)
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References 194 publications
(216 reference statements)
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“…Interpolation methods unexpectedly outperform regression models in many extrapolation cases, implying the presence of long-range spatial dependence and suggesting the use of spatial interaction models that incorporate spatial dependence (Oshan, 2021) in future work.…”
Section: Discussion and Con Clus On Smentioning
confidence: 97%
“…Interpolation methods unexpectedly outperform regression models in many extrapolation cases, implying the presence of long-range spatial dependence and suggesting the use of spatial interaction models that incorporate spatial dependence (Oshan, 2021) in future work.…”
Section: Discussion and Con Clus On Smentioning
confidence: 97%
“…The central model is a model with multiple symmetries [63][64][65]; both the Clark model of urban population density and the Zipf law of urban size distribution have the characteristics of mathematical symmetry [66]. The geographical gravity model and the spatial interaction model also have different degrees of symmetry [67][68][69][70][71]. The "Pole-Axis" system model of Lu [72,73] demonstrates the evolution of regional spatial structures from slightly ordered symmetric structures to highly ordered symmetric structures through symmetry destruction.…”
Section: Geographical Symmetry and Asymmetrymentioning
confidence: 99%
“…Spatial interaction (SI) model is one of the core geographic approaches of investigating the complex spatial structure of flows of people, information, and goods. Application of SI models allows researchers to explain the organizational and distributional pattern of spatial flows considering the origin propulsiveness and destination attractiveness factors and the cost associated with the friction of distance between origin and destination (Fotheringham and O'Kelly 1989;O'Kelly 2015;Kordi and Fotheringham 2016;Fotheringham 2016;Oshan 2020). Past literature has applied SI models to explain human mobility patterns from different dimensions, such as migration, tourism, commuting, and accessibility.…”
Section: Applications Of Spatial Interaction Models In Urban Mobilitymentioning
confidence: 99%
“…We used a local form of spatial interaction (SI) modeling, spatially weighted interaction model (SWIM) in analyzing travel demand patterns between origins and destinations in a geographic system. The SI model reveals the influence of origin and destination-specific attributes in determining the spatial structure of travel demand (Fotheringham and O'Kelly 1989;Fotheringham 2016;Oshan 2020). Past literature demonstrated numerous applications of SI models in understanding urban mobility (Marrocu and Paci 2013;Pourebrahim et al 2018;Zhang, Cheng, and Jin 2019).…”
Section: Introductionmentioning
confidence: 99%