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Spatial structures of health outcomes and health behaviours in Scotland: Evidence from the Scottish Health Survey

Arnab Bhattacharjee (), Taps Maiti and Dennis Petrie ()
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Taps Maiti: Michigan State University

No 1401, SEEC Discussion Papers from Spatial Economics and Econometrics Centre, Heriot Watt University

Abstract: Socioeconomic characteristics, health behaviours, and the utilisation and quality of healthcare are prime examples of socioeconomic, cultural and demographic phenomena that are inherently spatial in nature. Understanding the spatial structure of these factors is particularly relevant in order to efficiently allocate resources. This paper explores the general equilibrium spatial structure of health outcomes and health behaviours across Scottish health boards using a variant of the spatial Durbin model which allows for an a priori unknown spatial weights matrix. The results suggest that there is substantial spatial dynamics in behaviours across Health Boards and that these spillovers are, as expected, asymmetric. We then demonstrate how the model can be used to estimate the behavioural and health impact of a targeted education policy within each health board taking into account both the direct effect on the particular health board itself and the indirect effect in terms of spillovers. The results illustrate how the dynamic effects play a large role in designing place based policies that maximise the overall effectiveness of health interventions. Taking into account the spatial dynamics allows policy makers to better target resources and interventions on particular clusters where the direct and indirect spillover benefits are likely to be the greatest in terms of improving health.

Keywords: spatial econometrics; spatial weights matrix; spatial Durbin model; health outcomes; health behaviours; health care utilisation (search for similar items in EconPapers)
JEL-codes: I12 I18 C33 (search for similar items in EconPapers)
New Economics Papers: this item is included in nep-geo, nep-hea and nep-ure
Date: 2014
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