The University of Southampton
University of Southampton Institutional Repository

“Untangling” the effects of urban greenspace on mental health

“Untangling” the effects of urban greenspace on mental health
“Untangling” the effects of urban greenspace on mental health
To improve causality, this thesis used the counterfactual framework to develop two novel and statistically robust approaches to analyse the effect of urban greenspace on mental health. The first approach was a cross-sectional assessment that used statistical matching in addition to regression modelling to establish the effect of local public greenspace on a person’s mental health for those with and without a private garden. The second approach used longitudinal data in a Before-After Control Intervention study design to establish the effect of the change in different greenspace characteristics on mental health when a person moved between urban areas. Both these approaches were applied to the British Household Panel Survey – a nationally representative survey of Great Britain containing individual-level information on mental health and the socio-economic confounders of mental health. Findings from the first approach suggested that the effect of access to private greenspace on mental health outweighs the beneficial effects of access to public greenspace. Specifically, having a private domestic garden substantially reduced the maximum probability of poor mental health for men and women, regardless of their access to local public greenspace. The second approach highlighted the importance of greenspace quality and proximity for mental health. Bird species richness and distance to nearest greenspace, proxy measures for greenspace quality and proximity respectively, provided the most inference when modelling the effect of change in greenspace characteristics on mental health. Comparatively, measures of greenspace quantity and recognised standards and guidelines of greenspace access provided less inference than a model that did not include a measure of greenspace. Given these results, greenspace quality, proximity and access to private gardens should be a priority for future policies to improve the status of both urban greenspace and mental health in Great Britain.
University of Southampton
Collins, Rebecca
2ecdff66-29af-40e5-94aa-4750e6f3fe1b
Collins, Rebecca
2ecdff66-29af-40e5-94aa-4750e6f3fe1b
Eigenbrod, Felix
43efc6ae-b129-45a2-8a34-e489b5f05827
Smith, Dianna
e859097c-f9f5-4fd0-8b07-59218648e726
Spake, Rebecca
1cda8ad0-2ab2-45d9-a844-ec3d8be2786a
Ogutu, Booker
4e36f1d2-f417-4274-8f9c-4470d4808746
Brown, Kerry
c281b42c-b7b0-4ca5-9d77-5008a0f2bcc5

Collins, Rebecca (2022) “Untangling” the effects of urban greenspace on mental health. University of Southampton, Doctoral Thesis, 222pp.

Record type: Thesis (Doctoral)

Abstract

To improve causality, this thesis used the counterfactual framework to develop two novel and statistically robust approaches to analyse the effect of urban greenspace on mental health. The first approach was a cross-sectional assessment that used statistical matching in addition to regression modelling to establish the effect of local public greenspace on a person’s mental health for those with and without a private garden. The second approach used longitudinal data in a Before-After Control Intervention study design to establish the effect of the change in different greenspace characteristics on mental health when a person moved between urban areas. Both these approaches were applied to the British Household Panel Survey – a nationally representative survey of Great Britain containing individual-level information on mental health and the socio-economic confounders of mental health. Findings from the first approach suggested that the effect of access to private greenspace on mental health outweighs the beneficial effects of access to public greenspace. Specifically, having a private domestic garden substantially reduced the maximum probability of poor mental health for men and women, regardless of their access to local public greenspace. The second approach highlighted the importance of greenspace quality and proximity for mental health. Bird species richness and distance to nearest greenspace, proxy measures for greenspace quality and proximity respectively, provided the most inference when modelling the effect of change in greenspace characteristics on mental health. Comparatively, measures of greenspace quantity and recognised standards and guidelines of greenspace access provided less inference than a model that did not include a measure of greenspace. Given these results, greenspace quality, proximity and access to private gardens should be a priority for future policies to improve the status of both urban greenspace and mental health in Great Britain.

Text
230106_RMC_thesis_accessible - Version of Record
Available under License University of Southampton Thesis Licence.
Download (5MB)
Text
Final-thesis-submission-declaration-Miss-Rebecca-Collins
Restricted to Repository staff only
Available under License University of Southampton Thesis Licence.

More information

Published date: November 2022

Identifiers

Local EPrints ID: 471579
URI: http://eprints.soton.ac.uk/id/eprint/471579
PURE UUID: 3a84862d-be2d-4b1a-ac93-c82825d73df8
ORCID for Rebecca Collins: ORCID iD orcid.org/0000-0003-1681-0860
ORCID for Felix Eigenbrod: ORCID iD orcid.org/0000-0001-8982-824X
ORCID for Dianna Smith: ORCID iD orcid.org/0000-0002-0650-6606
ORCID for Booker Ogutu: ORCID iD orcid.org/0000-0002-1804-6205

Catalogue record

Date deposited: 15 Nov 2022 18:09
Last modified: 17 Mar 2024 04:18

Export record

Contributors

Author: Rebecca Collins ORCID iD
Thesis advisor: Felix Eigenbrod ORCID iD
Thesis advisor: Dianna Smith ORCID iD
Thesis advisor: Rebecca Spake
Thesis advisor: Booker Ogutu ORCID iD
Thesis advisor: Kerry Brown

Download statistics

Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.

View more statistics

Atom RSS 1.0 RSS 2.0

Contact ePrints Soton: eprints@soton.ac.uk

ePrints Soton supports OAI 2.0 with a base URL of http://eprints.soton.ac.uk/cgi/oai2

This repository has been built using EPrints software, developed at the University of Southampton, but available to everyone to use.

We use cookies to ensure that we give you the best experience on our website. If you continue without changing your settings, we will assume that you are happy to receive cookies on the University of Southampton website.

×