Spatial dependencies and spatial drift in public transport seasonal ticket revenue data

Müller, Sven, Pascal Wilhelm and Knut Haase

Journal of Retailing and Consumer Services, 2013, vol. 20, issue 3, 334-348

Abstract: When firms' customers are located in spatially dispersed areas, it can be difficult to manage service quality on a geographically small scale because the relative importance of service quality might vary spatially. Moreover, standard approaches discussed so far in the marketing science literature usually neglect spatial effects, such as spatial dependencies (spatial autocorrelation for example) and spatial drift (spatial non-stationarity). We propose a comprehensive approach based on spatial econometric methods that covers both issues. Based on the real company data on seasonal ticket revenue of a local public transport service company, we show that addressing such spatial effects of service data can improve management's ability to implement programs aimed at enhancing seasonal ticket revenue. In particular, the article shows how a spatial revenue response function might be specified.

Keywords: Spatial econometrics; Geographically weighted regression; Spatial autocorrelation; Spatial non-stationarity; Seasonal ticket revenue; Public transport; Revenue response function (search for similar items in EconPapers)
Date: 2013
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Citations: View citations in EconPapers (2)

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Persistent link: https://EconPapers.repec.org/RePEc:eee:joreco:v:20:y:2013:i:3:p:334-348

DOI: 10.1016/j.jretconser.2013.01.005

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