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Fink C, Willberg E, Klein R, Heikinheimo V, Toivonen T. A travel time matrix data set for the Helsinki region 2023 that is sensitive to time, mode and interpersonal differences, and uses open data and novel open-source software. Sci Data 2024; 11:858. [PMID: 39122727 PMCID: PMC11315881 DOI: 10.1038/s41597-024-03689-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 07/26/2024] [Indexed: 08/12/2024] Open
Abstract
Travel times between different locations form the basis for most contemporary measures of spatial accessibility. Travel times allow to estimate the potential for interaction between people and places, and is therefore a vital measure for understanding the functioning, sustainability, and equity of cities. Here, we provide an open travel time matrix dataset that describes travel times between the centroids of all cells in a grid (N = 13,132) covering the metropolitan area of Helsinki, Finland. The travel times recorded in the dataset follow a door-to-door approach that provides comparable travel times for walking, cycling, public transport and car journeys, including all legs of each trip by each mode, such as the walk to a bus stop, or the search for a parking spot. We used the r5py Python package, that we developed specifically for this computation. The data are sensitive to diurnal variations and to variations between people (e.g. slow and fast walking speed). We validated the data against the Google Directions API and present use cases from a planning practice. The five key principles that guided the data set design and production - comparability, simplicity, reproducibility, transferability, and sensitivity to temporal and interpersonal variations - ensure that urban and transport planners, business and researchers alike can use the data in a wide range of applications.
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Affiliation(s)
- Christoph Fink
- Digital Geography Lab, Department of Geosciences and Geography, University of Helsinki, Helsinki, Finland.
- Helsinki Institute of Sustainability Science, Institute of Urban and Regional Studies, University of Helsinki, Helsinki, Finland.
| | - Elias Willberg
- Digital Geography Lab, Department of Geosciences and Geography, University of Helsinki, Helsinki, Finland
- Helsinki Institute of Sustainability Science, Institute of Urban and Regional Studies, University of Helsinki, Helsinki, Finland
| | - Robert Klein
- Digital Geography Lab, Department of Geosciences and Geography, University of Helsinki, Helsinki, Finland
| | - Vuokko Heikinheimo
- Digital Geography Lab, Department of Geosciences and Geography, University of Helsinki, Helsinki, Finland
- Finnish Environment Institute Syke, Helsinki, Finland
| | - Tuuli Toivonen
- Digital Geography Lab, Department of Geosciences and Geography, University of Helsinki, Helsinki, Finland
- Helsinki Institute of Sustainability Science, Institute of Urban and Regional Studies, University of Helsinki, Helsinki, Finland
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Morley KI, Hocking L, Saunders CL, Bousfield JW, Bostock J, Brimicombe J, Burgoine T, Dawney J, Hofman J, Lee D, Mackett R, Phillips W, Sussex J, Morris S. Wellbeing Impact Study of High-Speed 2 (WISH2): Protocol for a mixed-methods examination of the impact of major transport infrastructure development on mental health and wellbeing. PLoS One 2024; 19:e0298701. [PMID: 38422089 PMCID: PMC10903902 DOI: 10.1371/journal.pone.0298701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Accepted: 02/06/2024] [Indexed: 03/02/2024] Open
Abstract
Although research has demonstrated that transport infrastructure development can have positive and negative health-related impacts, most of this research has not considered mental health and wellbeing separately from physical health. There is also limited understanding of whether and how any effects might be experienced differently across population groups, whether this differs according to the stage of development (e.g. planning, construction), and how changes to planned infrastructure may affect mental health and wellbeing. This paper presents a protocol for the Wellbeing Impact Study of HS2 (WISH2), which seeks to address these questions using a high-speed rail development in the UK as an applied example. WISH2 is a 10-year, integrated, longitudinal, mixed-methods project using general practices (primary medical care providers in the UK) as an avenue for participant recruitment and for providing a geographically defined population for which aggregated data on mental health indicators are available. The research comprises: (i) a combined longitudinal and repeated cross-sectional cohort study involving multiple waves of survey data collection and data from medical records; (ii) longitudinal, semi-structured interviews and focus groups with residents and community stakeholders from exposed areas; (iii) analysis of administrative data aggregated at the general practice population level; and (iv) health economic analysis of mental health and wellbeing impacts. The study findings will support the development of strategies to reduce negative impacts and/or enhance positive mental health and wellbeing impacts of high-speed rail developments and other large-scale infrastructure projects.
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Affiliation(s)
| | - Lucy Hocking
- Health and Wellbeing Research Group, RAND Europe, Cambridge, United Kingdom
| | - Catherine L. Saunders
- Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
| | | | | | - James Brimicombe
- Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
| | - Thomas Burgoine
- MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Jessica Dawney
- Health and Wellbeing Research Group, RAND Europe, Cambridge, United Kingdom
| | - Joanna Hofman
- Home Affairs and Social Policy Research Group, RAND Europe, Cambridge, United Kingdom
| | - Daniel Lee
- Health and Wellbeing Research Group, RAND Europe, Cambridge, United Kingdom
| | - Roger Mackett
- Centre for Transport Studies, University College London, London, United Kingdom
| | - William Phillips
- Health and Wellbeing Research Group, RAND Europe, Cambridge, United Kingdom
| | - Jon Sussex
- Health and Wellbeing Research Group, RAND Europe, Cambridge, United Kingdom
| | - Stephen Morris
- Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
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Urban Gardening and Wellbeing in Pandemic Era: Preliminary Results from a Socio-Environmental Factors Approach. LAND 2022. [DOI: 10.3390/land11040492] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
The nature and impacts of living in urban settings are gaining their saliences in developed and developing countries alike, particularly during the crisis of the COVID-19 pandemic. During the crisis, the wellbeing of urban society became intertwined with a so-called “new lifestyle”, which involved quarantine and working in a home environment. Facing such challenges, urban gardening is deemed as an alternative intervention to enhance residents’ wellbeing and the environmental sustainability of urban areas, including Indonesian cities. A preliminary study was conducted to monitor the wellbeing of urban gardening practitioners, as well as investigate the motivation and any association between gardening and wellbeing with the COVID-19 pandemic situation by analysing data from Indonesian metropolitan areas. The study utilized instruments of “satisfaction with life scale (SWLS)” and “scale of positive and negative experience (SPANE)” to investigate the subjective wellbeing of 67 respondents. Amongst others, we identified that urban gardening practitioners tend to be in positive moods and have better overall wellbeing; 52.24% of the respondents were highly satisfied with their life. Furthermore, we observed a variety of motivations to start gardening, with hobby and utilization of free space as prominent reasons, followed by other motivations such as environmental benefit and aesthetic. Integrating the environmental benefits of urban gardening and the implications for an individual’s wellbeing can be reflected for sustainable urban development and policies during the COVID-19 pandemic.
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Promoting Subjective Well-Being among Rural and Urban Residents in Indonesia: Does Social Capital Matter? SUSTAINABILITY 2022. [DOI: 10.3390/su14042375] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
There has been growing research on the link between social capital and subjective well-being. However, to date, research investigating the impact of social capital on subjective well-being based on urban and rural typology is limited. Therefore, to fill this gap, this study aims to examine the effects of social capital on subjective well-being, based on urban and rural typology, using large-scale data from 29,341 Indonesian residents, comprising 17,155 urban residents and 12,186 rural residents. A two-stage predictor substitution (2SPS) approach is applied to address the endogeneity issue in estimating the impact of social capital. The empirical findings indicate that social capital significantly increases subjective well-being, i.e., happiness and life satisfaction. However, based on the urban–rural model, we found that the impact of social capital on subjective well-being is different. In the urban model, social capital increases happiness and life satisfaction significantly. However, the rural model indicates that social capital significantly increases happiness, not life satisfaction. These findings imply that subjective well-being impacts urban residents more than rural residents. The main reason is social capital in urban areas is well-developed (i.e., management and infrastructure for community association). Therefore, we suggest developing social capital in rural areas to expand its role in improving well-being.
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