Valuing access to urban greenspace using non-linear distance decay in hedonic property pricing
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| Název: | Valuing access to urban greenspace using non-linear distance decay in hedonic property pricing |
|---|---|
| Autoři: | Łaszkiewicz, Edyta, Heyman, Axel, 1985, Chen, Xianwen, Cimburova, Zofie, Nowell, Megan, Barton, David N. |
| Zdroj: | Ecosystem Services. 53 |
| Témata: | Urban planning, Urban ecosystem accounting, Hedonic pricing method (HPM), Urban ecosystem services valuation, Penalized spline spatial error model (PS-SEM), Environmental justice |
| Popis: | Modelling walking distance enables the observation of non-linearities in hedonic property pricing of accessibility to greenspace. We test a penalized spline spatial error model (PS-SEM), which has two distinctive features. First, the PS-SEM controls for the presence of a spatially autocorrelated error term. Second, the PS-SEM allows for continuous non-linear distance decay of the property price premium as a function of walking distance to greenspaces. As a result, compared with traditional spatial econometric methods, the PS-SEM has the advantage that data determines the functional form of the distance decay of the implicit price for greenspace accessibility. Our PS-SEM results from Oslo, Norway, suggest that the implicit price for greenspace access is highly non-linear in walking distance, with the functional form varying for different types of greenspaces. Our results caution against using simple linear distances and assumptions of log or stepwise buffer-based distance decay in property prices relative to pedestrian network distance to urban amenities. The observed heterogeneity in the implicit property prices for walking distance to greenspace also provides a general caution against using non-spatial hedonic pricing models when aggregating values of greenspace amenities for policy analysis or urban ecosystem accounting purposes. |
| Popis souboru: | electronic |
| Přístupová URL adresa: | https://research.chalmers.se/publication/528221 https://research.chalmers.se/publication/528221/file/528221_Fulltext.pdf |
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| Items | – Name: Title Label: Title Group: Ti Data: Valuing access to urban greenspace using non-linear distance decay in hedonic property pricing – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Łaszkiewicz%2C+Edyta%22">Łaszkiewicz, Edyta</searchLink><br /><searchLink fieldCode="AR" term="%22Heyman%2C+Axel%22">Heyman, Axel</searchLink>, 1985<br /><searchLink fieldCode="AR" term="%22Chen%2C+Xianwen%22">Chen, Xianwen</searchLink><br /><searchLink fieldCode="AR" term="%22Cimburova%2C+Zofie%22">Cimburova, Zofie</searchLink><br /><searchLink fieldCode="AR" term="%22Nowell%2C+Megan%22">Nowell, Megan</searchLink><br /><searchLink fieldCode="AR" term="%22Barton%2C+David+N%2E%22">Barton, David N.</searchLink> – Name: TitleSource Label: Source Group: Src Data: <i>Ecosystem Services</i>. 53 – Name: Subject Label: Subject Terms Group: Su Data: <searchLink fieldCode="DE" term="%22Urban+planning%22">Urban planning</searchLink><br /><searchLink fieldCode="DE" term="%22Urban+ecosystem+accounting%22">Urban ecosystem accounting</searchLink><br /><searchLink fieldCode="DE" term="%22Hedonic+pricing+method+%28HPM%29%22">Hedonic pricing method (HPM)</searchLink><br /><searchLink fieldCode="DE" term="%22Urban+ecosystem+services+valuation%22">Urban ecosystem services valuation</searchLink><br /><searchLink fieldCode="DE" term="%22Penalized+spline+spatial+error+model+%28PS-SEM%29%22">Penalized spline spatial error model (PS-SEM)</searchLink><br /><searchLink fieldCode="DE" term="%22Environmental+justice%22">Environmental justice</searchLink> – Name: Abstract Label: Description Group: Ab Data: Modelling walking distance enables the observation of non-linearities in hedonic property pricing of accessibility to greenspace. We test a penalized spline spatial error model (PS-SEM), which has two distinctive features. First, the PS-SEM controls for the presence of a spatially autocorrelated error term. Second, the PS-SEM allows for continuous non-linear distance decay of the property price premium as a function of walking distance to greenspaces. As a result, compared with traditional spatial econometric methods, the PS-SEM has the advantage that data determines the functional form of the distance decay of the implicit price for greenspace accessibility. Our PS-SEM results from Oslo, Norway, suggest that the implicit price for greenspace access is highly non-linear in walking distance, with the functional form varying for different types of greenspaces. Our results caution against using simple linear distances and assumptions of log or stepwise buffer-based distance decay in property prices relative to pedestrian network distance to urban amenities. The observed heterogeneity in the implicit property prices for walking distance to greenspace also provides a general caution against using non-spatial hedonic pricing models when aggregating values of greenspace amenities for policy analysis or urban ecosystem accounting purposes. – Name: Format Label: File Description Group: SrcInfo Data: electronic – Name: URL Label: Access URL Group: URL Data: <link linkTarget="URL" linkTerm="https://research.chalmers.se/publication/528221" linkWindow="_blank">https://research.chalmers.se/publication/528221</link><br /><link linkTarget="URL" linkTerm="https://research.chalmers.se/publication/528221/file/528221_Fulltext.pdf" linkWindow="_blank">https://research.chalmers.se/publication/528221/file/528221_Fulltext.pdf</link> |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1016/j.ecoser.2021.101394 Languages: – Text: English Subjects: – SubjectFull: Urban planning Type: general – SubjectFull: Urban ecosystem accounting Type: general – SubjectFull: Hedonic pricing method (HPM) Type: general – SubjectFull: Urban ecosystem services valuation Type: general – SubjectFull: Penalized spline spatial error model (PS-SEM) Type: general – SubjectFull: Environmental justice Type: general Titles: – TitleFull: Valuing access to urban greenspace using non-linear distance decay in hedonic property pricing Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Łaszkiewicz, Edyta – PersonEntity: Name: NameFull: Heyman, Axel – PersonEntity: Name: NameFull: Chen, Xianwen – PersonEntity: Name: NameFull: Cimburova, Zofie – PersonEntity: Name: NameFull: Nowell, Megan – PersonEntity: Name: NameFull: Barton, David N. IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Type: published Y: 2022 Identifiers: – Type: issn-print Value: 22120416 – Type: issn-locals Value: SWEPUB_FREE – Type: issn-locals Value: CTH_SWEPUB Numbering: – Type: volume Value: 53 Titles: – TitleFull: Ecosystem Services Type: main |
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