Neighbourhood correlates of average population walking: using aggregated, anonymised mobile phone data to identify where people walk

Article


Zahnow, Renee, Kimpton, Anthony, Corcoran, Jonathan and Mielke, Gregore. 2022. "Neighbourhood correlates of average population walking: using aggregated, anonymised mobile phone data to identify where people walk." Health and Place. 77. https://doi.org/10.1016/j.healthplace.2022.102892
Article Title

Neighbourhood correlates of average population walking: using aggregated, anonymised mobile phone data to identify where people walk

ERA Journal ID5950
Article CategoryArticle
AuthorsZahnow, Renee, Kimpton, Anthony, Corcoran, Jonathan and Mielke, Gregore
Journal TitleHealth and Place
Journal Citation77
Article Number102892
Number of Pages7
Year2022
PublisherElsevier
Place of PublicationUnited Kingdom
ISSN1353-8292
1873-2054
Digital Object Identifier (DOI)https://doi.org/10.1016/j.healthplace.2022.102892
Web Address (URL)https://www.sciencedirect.com/science/article/pii/S1353829222001538
AbstractUnderstanding and monitoring socio-spatial patterns of population walking mobility can inform urban planning and geographically targeted health promotion strategies aimed at increasing population levels of physical activity. In this study we use aggregated, anonymous mobile phone mobility data to examine the association between neighbourhood physical and social characteristics and residents’ weekly walking behaviour across 313 neighbourhoods in a large metropolitan region of Queensland, Australia. We find that residents in neighbourhoods that are highly fragmented by streets with speed limits above 50 kmph, residents in neighbourhoods with high retail density and those living is economically disadvantaged neighbourhoods walk fewer kilometres and minutes on average per week than their counterparts. These findings can inform urban planning policy on the minimum specifications required in newly developing neighbourhoods and provide targets for retro-fitting features into existing neighbourhoods.
KeywordsHealth promotion; Walkability; Neighbourhood; Mobile phone data
ANZSRC Field of Research 2020330413. Urban planning and health
Public NotesFiles associated with this item cannot be displayed due to copyright restrictions.
Byline AffiliationsUniversity of Queensland
University of Queensland
Permalink -

https://research.usq.edu.au/item/z2yzv/neighbourhood-correlates-of-average-population-walking-using-aggregated-anonymised-mobile-phone-data-to-identify-where-people-walk

  • 40
    total views
  • 1
    total downloads
  • 1
    views this month
  • 0
    downloads this month

Export as

Related outputs

The pitfalls and benefits of using administrative data for internal migration research: An evaluation of Australia’s Person Level Integrated Data Asset (PLIDA)
Bernard, Aude, Wu, Jing, Wilson, Tom, Argent, Neil, Zając, Tomasz and Kimpton, Anthony. 2024. "The pitfalls and benefits of using administrative data for internal migration research: An evaluation of Australia’s Person Level Integrated Data Asset (PLIDA)." Demographic Research. 51, pp. 687-722. https://doi.org/10.4054/DemRes.2024.51.22
Ecological momentary assessment of physical activity and sedentary behaviour in shift workers and non-shift workers: Validation study
Monnaatsie, Malebogo, Mielke, Gregore I., Biddle, Stuart J.H. and Kolbe-Alexander, Tracy L.. 2024. "Ecological momentary assessment of physical activity and sedentary behaviour in shift workers and non-shift workers: Validation study." Journal of Sports Sciences. 42 (10), pp. 874-883. https://doi.org/10.1080/02640414.2024.2369443
First and last mile travel mode choice: A systematic review of the empirical literature
Lu, Ying, Kimpton, Anthony, Prato, Carlo G., Sipe, Neil and Corcoran, Jonathan. 2024. "First and last mile travel mode choice: A systematic review of the empirical literature." International Journal of Sustainable Transportation. 18 (1), pp. 1-14. https://doi.org/10.1080/15568318.2023.2218285
Planning Students’ Conceptions of Research
Pojani, Dorina, Kimpton, Anthony and Rocco, Roberto. 2023. "Planning Students’ Conceptions of Research." Journal of Planning Education and Research. 43 (2), pp. 402-415. https://doi.org/10.1177/0739456X19884107
The temporality of on-street parking – exploring the role of land-use mix and change on parking dynamics
Kimpton, Anthony, Stead, Dominic and Corcoran, Jonathan. 2023. "The temporality of on-street parking – exploring the role of land-use mix and change on parking dynamics." Environment and Planning B: Urban Analytics and City Science. 50 (2), pp. 370-385. https://doi.org/10.1177/23998083221112957
Life Course Epidemiology Applied to Physical Activity Research
Mielke, Gregore Iven, Ding, Ding, Kolbe-Alexander, Tracy, van Sluijs, Esther and Hallal, Pedro C.. 2023. "Life Course Epidemiology Applied to Physical Activity Research." Journal of Physical Activity and Health. 20 (9), pp. 801-802. https://doi.org/10.1123/jpah.2023-0440
Science has no Borders, so Should Scientific Publishing: A Position Statement from the Journal of Physical Activity and Health
Ding, Ding, Carson, Valerie, Hunter, Ruth F., Jauregui, Alejandra, Kolbe-Alexander Tracy, Lee, Eun-Young, Mair, Jacqueline, Mielke, Gregore Iven, Oyeyemi, Adewale L., Ramirez Varela, Andrea, Salvo, Deborah, Siefken, Katja, Tassitano, Rafael M., van Sluijs, Esther and Hallal, Pedro C.. 2023. "Science has no Borders, so Should Scientific Publishing: A Position Statement from the Journal of Physical Activity and Health." Journal of Physical Activity and Health. 19 (12), pp. 809-810. https://doi.org/10.1123/jpah.2022-0570
Gender inequalities in physical activity among adolescents from 64 Global South countries
Ricardo, Luiza Isnardi Cardoso, Wendt, Andrea, dos Santos Costa, Caroline, Mielke, Gregore Iven, Brazo-Sayavera, Javier, Khan, Asaduzzaman, Kolbe-Alexander, Tracy L. and Crochemore-Silva, Inacio. 2022. "Gender inequalities in physical activity among adolescents from 64 Global South countries." Journal of Sport and Health Science. 11 (4), pp. 509-520. https://doi.org/10.1016/j.jshs.2022.01.007
Neighbourhood places, collective efficacy and crime: A longitudinal perspective
Zahnow, Renee, Corcoran, Jonathan, Kimpton, Anthony and Wickes, Rebecca. 2022. "Neighbourhood places, collective efficacy and crime: A longitudinal perspective." Urban Studies: an international journal for research in urban studies. 59 (4), pp. 789-809. https://doi.org/10.1177/00420980211008820
Community resilience to crime: A study of the 2011 Brisbane flood
Wickes, Rebecca, Zahnow, Renee, Corcoran, Jonathan and Kimpton, Anthony. 2022. "Community resilience to crime: A study of the 2011 Brisbane flood." American Journal of Community Psychology. 70 (3-4), pp. 379-393. https://doi.org/10.1002/ajcp.12610
The role of household modality style in first and last mile travel mode choice
Lu, Ying, Prato, Carlo G., Sipe, Neil, Kimpton, Anthony and Corcoran, Jonathan. 2022. "The role of household modality style in first and last mile travel mode choice." Transportation Research Part A: Policy and Practice. 158, pp. 95-109. https://doi.org/10.1016/j.tra.2022.02.003
Weather to scoot? How weather shapes shared e-scooter ridership patterns
Kimpton, Anthony, Loginova, Julia, Pojani, Dorina, Bean, Richard, Sigler, Thomas and Corcoran, Jonathan. 2022. "Weather to scoot? How weather shapes shared e-scooter ridership patterns." Journal of Transport Geography. 104. https://doi.org/10.1016/j.jtrangeo.2022.103439
The times, they are a-changin': tracking shifts in mental health signals from early phase to later phase of the COVID-19 pandemic in Australia
Wang, Siqin, Huang, Xiao, Hu, Tao, Zhang, Mengxi, Li, Zhenlong, Ning, Huan, Corcoran, Jonathan, Khan, Asaduzzaman, Liu, Yan, Zhang, Jiajia and Li, Xiaoming. 2022. "The times, they are a-changin': tracking shifts in mental health signals from early phase to later phase of the COVID-19 pandemic in Australia." BMJ Global Health. 7 (1), pp. 1-9. https://doi.org/10.1136/bmjgh-2021-007081
Crime at train stations: The role of passenger presence
Zhang, Hexia, Zahnow, Renee, Liu, Yan and Corcoran, Jonathan. 2022. "Crime at train stations: The role of passenger presence." Applied Geography. 140, pp. 1-11. https://doi.org/10.1016/j.apgeog.2022.102666
Spatial variations in cycling dissonance: The case of commuting in Greater Brisbane
Zhang, Lihong, Liu, Yan, Lieske, Scott N. and Corcoran, Jonathan. 2022. "Spatial variations in cycling dissonance: The case of commuting in Greater Brisbane." International Journal of Sustainable Transportation. 16 (8), pp. 754-773. https://doi.org/10.1080/15568318.2021.2004628
Associations between indicators of energy intake and expenditure with excess weight and obesity among women in sedentary and less-sedentary jobs
Torquati, Luciana, Mielke, Gregore I., Kolbe-Alexander, Tracy L. and Brown, Wendy J.. 2021. "Associations between indicators of energy intake and expenditure with excess weight and obesity among women in sedentary and less-sedentary jobs." Preventive Medicine. 147. https://doi.org/10.1016/j.ypmed.2021.106507
Parking policy and bay-sharing for unmooring automobility from cities
Kimpton, Anthony, Pojani, Dorina, Sipe, Neil and Corcoran, Jonathan. 2021. "Parking policy and bay-sharing for unmooring automobility from cities." Sigler, Thomas and Corcoran, Jonathan (ed.) A Modern Guide to the Urban Sharing Economy: Elgar Modern Guides. United Kingdom. Edward Elgar. pp. 87-102
The socio-spatial determinants of COVID-19 diffusion: the impact of globalisation, settlement characteristics and population
Sigler, Thomas, Mahmuda, Sirat, Kimpton, A., Kimpton, Anthony, Loginova, Julia, Wohland, Pia, Charles-Edwards, Elin and Corcoran, Jonathan. 2021. "The socio-spatial determinants of COVID-19 diffusion: the impact of globalisation, settlement characteristics and population." Globalization and Health. 17 (1). https://doi.org/10.1186/s12992-021-00707-2
Sociospatial Factors Explaining Daylight Saving Preferences in Australia
Sigler, Thomas, Boyd, Hayley and Kimpton, Anthony. 2021. "Sociospatial Factors Explaining Daylight Saving Preferences in Australia." Professional Geographer. 73 (4), pp. 765-774. https://doi.org/10.1080/00330124.2021.1933550
Contemporary parking policy, practice, and outcomes in three large Australian cities
Kimpton, Anthony, Pojani, Dorina, Ryan, Connor, Ouyang, Lisha, Sipe, Neil and Corcoran, Jonathan. 2021. "Contemporary parking policy, practice, and outcomes in three large Australian cities." Progress in Planning. 153. https://doi.org/10.1016/j.progress.2020.100506
Explaining the Railheading Travel Behaviour with Home Location, Park ‘N’ Ride Characteristics, and the Built Environment to Strengthen Multimodalism
Kimpton, Anthony. 2021. "Explaining the Railheading Travel Behaviour with Home Location, Park ‘N’ Ride Characteristics, and the Built Environment to Strengthen Multimodalism." Applied Spatial Analysis and Policy. 14 (3), pp. 525-546. https://doi.org/10.1007/s12061-020-09361-4
The temporality of place: Constructing a temporal typology of crime in commercial precincts
Corcoran, J., Zahnow, R., Kimpton, A., Wickes, R. and Brunsdon, C.. 2021. "The temporality of place: Constructing a temporal typology of crime in commercial precincts." Environment and Planning B: Urban Analytics and City Science. 48 (1), pp. 9-24. https://doi.org/10.1177/2399808319846904
Modelling urban change with cellular automata: Contemporary issues and future research directions
Liu, Yan, Batty, Michael, Wang, Siqin and Corcoran, Jonathan. 2021. "Modelling urban change with cellular automata: Contemporary issues and future research directions." Progress in Human Geography: an international review of geographical work in the social sciences and humanities. 45 (1), pp. 3-24. https://doi.org/10.1177/0309132519895305
Simulating the impact of developers' capital possession on urban development across a megacity: An agent-based approach
Wahyudi, Agung, Liu, Yan and Corcoran, Jonathan. 2021. "Simulating the impact of developers' capital possession on urban development across a megacity: An agent-based approach." Environment and Planning B: Urban Analytics and City Science. 48 (2), pp. 376-391. https://doi.org/10.1177/2399808319875983
Equity of public transport costs before and after a fare policy reform: An empirical evaluation using smartcard data
Wang, Siqin, Liu, Yan and Corcoran, Jonathan. 2021. "Equity of public transport costs before and after a fare policy reform: An empirical evaluation using smartcard data." Transportation Research Part A: Policy and Practice. 144, pp. 104-118. https://doi.org/10.1016/j.tra.2020.12.010
Using WeChat Data to Understand Residential Mobility of Mainland China-Born Migrants in Australia: A Segmented Assimilation Perspective
Wang, Siqin, Liu, Yan, Sigler, Thomas and Corcoran, Jonathan. 2021. "Using WeChat Data to Understand Residential Mobility of Mainland China-Born Migrants in Australia: A Segmented Assimilation Perspective." Applied Spatial Analysis and Policy. 14 (3), pp. 703-729. https://doi.org/10.1007/s12061-020-09368-x
Shift Work and Poor Mental Health: A Meta-Analysis of Longitudinal Studies
Torquati, Luciana, Mielke, Gregore I, Brown, Wendy J, Burton, Nicola W and Kolbe-Alexander, Tracy L. 2019. "Shift Work and Poor Mental Health: A Meta-Analysis of Longitudinal Studies." American Journal of Public Health. 109 (11), pp. e13-e20. https://doi.org/10.2105/AJPH.2019.305278
Visualising Australia's older population using grid maps
Kimpton, Anthony. 2020. "Visualising Australia's older population using grid maps." Australian Population Studies. 4 (1), pp. 70-72.
Parking Behavior: Park ‘n’ Ride (PnR) to encourage multimodalism in Brisbane
Kimpton, Anthony, Pojani, Dorina, Sipe, Neil and Corcoran, Jonathan. 2020. "Parking Behavior: Park ‘n’ Ride (PnR) to encourage multimodalism in Brisbane." Land Use Policy: the international journal covering all aspects of land use. 91. https://doi.org/10.1016/j.landusepol.2019.104304
Upset diagrams for examining whether parking maximums influence modal choice and car holdings
Kimpton, Anthony. 2020. "Upset diagrams for examining whether parking maximums influence modal choice and car holdings." Environment and Planning A. 52 (6), pp. 1023-1026. https://doi.org/10.1177/0308518X19890871
Measuring access to primary healthcare services after stroke: A spatial analytic approach
Finch, Emma, Liu, Yan, Foster, Michele, Cruwys, Tegan, Fleming, Jennifer, Worrall, Linda, Williams, Ian, Shah, Darshan, Aitken, Philip and Corcoran, Jonathan. 2019. "Measuring access to primary healthcare services after stroke: A spatial analytic approach." Brain Impairment. 20 (3), pp. 240-250. https://doi.org/10.1017/BrImp.2019.11
Combining Landsat and landscape metrics to analyse largescale urban land cover change: a case study in the Jakarta Metropolitan Area
Wahyudi, Agung, Liu, Yan and Corcoran, Jonathan. 2019. "Combining Landsat and landscape metrics to analyse largescale urban land cover change: a case study in the Jakarta Metropolitan Area." Journal of Spatial Science. 64 (3), pp. 515-534. https://doi.org/10.1080/14498596.2018.1443849
The influence of weather conditions on adult transit ridership in the sub-tropics
Wei, M., Liu, Yan, Sigler, Thomas, Liu, Xiaoyang and Corcoran, Jonathan. 2019. "The influence of weather conditions on adult transit ridership in the sub-tropics." Transportation Research Part A: Policy and Practice. 125, pp. 106-118. https://doi.org/10.1016/j.tra.2019.05.003
Generating Different Urban Land Configurations Based on Heterogeneous Decisions of Private Land Developers: An Agent-Based Approach in a Developing Country Context
Wahyudi, Agung, Liu, Yan and Corcoran, Jonathan. 2019. "Generating Different Urban Land Configurations Based on Heterogeneous Decisions of Private Land Developers: An Agent-Based Approach in a Developing Country Context." ISPRS International Journal of Geo-Information. 8 (5), pp. 1-19. https://doi.org/10.3390/ijgi8050229
Modelling the spatial dynamics of Mainland China-born migrants in Australia
Wang, Siqin, Sigler, Thomas, Corcoran, Jonathan and Liu, Yan. 2019. "Modelling the spatial dynamics of Mainland China-born migrants in Australia." Australian Geographer. 50 (2), pp. 201-219. https://doi.org/10.1080/00049182.2018.1508542
3D space–time visualization of individual settlement pathways of Mainland China-born migrants in Queensland, Australia
Wang, Siqin, Liu, Yan, Sigler, Thomas and Corcoran, Jonathan. 2019. "3D space–time visualization of individual settlement pathways of Mainland China-born migrants in Queensland, Australia." Environment and Planning A. 51 (2), pp. 275-278. https://doi.org/10.1177/0308518X18805752
Setting the agenda for parking research in other cities
Pojani, Dorina, Kimpton, Anthony, Sipe, Neil, Corcoran, Jonathan, Mateo-Babiano, Iderlina and Stead, Dominic. 2019. "Setting the agenda for parking research in other cities." Pojani, Dorina, Corcoran, Jonathan, Sipe, Neil, Mateo-Babiano, Iderlina and Stead, Dominic (ed.) Parking: An International Perspective. United Kingdom. Elsevier. pp. 245-260
Modeling the Influence of Weather on Transit Ridership: A Case Study from Brisbane, Australia
Wei, Ming, Corcoran, Jonathan Corcoran, Sigler, Thomas and Liu, Yan. 2018. "Modeling the Influence of Weather on Transit Ridership: A Case Study from Brisbane, Australia." Transportation Research Record. 2672 (8), pp. 505-510. https://doi.org/10.1177/0361198118777078
Shifting dynamics of Chinese settlement in Australia: an urban geographic perspective
Wang, Siqin, Sigler, Thomas, Liu, Yan and Corcoran, Jonathan. 2018. "Shifting dynamics of Chinese settlement in Australia: an urban geographic perspective." Geographical Research. 56 (4), pp. 447-464. https://doi.org/10.1111/1745-5871.12293
Understanding ‘segmented assimilation’ in Australian cities: Modelling the residential choices of mainland China-, Hong Kong- and Taiwan-born migrants
Wang, Siqin, Corcoran, Jonathan, Liu, Yan and Sigler, Thomas. 2018. "Understanding ‘segmented assimilation’ in Australian cities: Modelling the residential choices of mainland China-, Hong Kong- and Taiwan-born migrants." Applied Geography. 99, pp. 140-153. https://doi.org/10.1016/j.apgeog.2018.08.004
Exploring the health, service and social needs of minor stroke patients
Finch, Emma, Foster, Michele, Fleming, Jennifer, Cruwys, Tegan, Liu, Yan, Williams, Ian, Corcoran, Jonathan, Shah, Darshan, Aitken, Phil and Worrall, Linda. 2018. "Exploring the health, service and social needs of minor stroke patients." Stroke 2018 Conference. Sydney, Australia 07 - 10 Aug 2018 https://doi.org/10.1177/1747493018778666
Shifting the physical inactivity curve worldwide by closing the gender gap
Mielke, Gregore I., da Silva, Inacio Chrochemore M., Kolbe-Alexander, Tracy L. and Brown, Wendy J.. 2018. "Shifting the physical inactivity curve worldwide by closing the gender gap." Sports Medicine. 48 (2), pp. 481-489. https://doi.org/10.1007/s40279-017-0754-7
Shift work and the risk of cardiovascular disease. A systematic review and meta-analysis including dose–response relationship
Torquati, Luciana, Mielke, Gregore I., Brown, Wendy J. and Kolbe-Alexander, Tracy. 2018. "Shift work and the risk of cardiovascular disease. A systematic review and meta-analysis including dose–response relationship." Scandonavian Journal of Work Environment and Health. 44 (3), pp. 229-238. https://doi.org/10.5271/sjweh.3700
Gender equality in sport for improved public health
Brown, Wendy J., Mielke, Gregore I. and Kolbe-Alexander, Tracy L.. 2016. "Gender equality in sport for improved public health." The Lancet. 388 (10051), pp. 1257-1258. https://doi.org/10.1016/S0140-6736(16)30881-9
Greenspace and Crime: An Analysis of Greenspace Types, Neighboring Composition, and the Temporal Dimensions of Crime
Kimpton, Anthony, Corcoran, Jonathan and Wickes, Rebecca. 2017. "Greenspace and Crime: An Analysis of Greenspace Types, Neighboring Composition, and the Temporal Dimensions of Crime." Journal of Research in Crime and Delinquency. 54 (3), pp. 303-337. https://doi.org/10.1177/0022427816666309
A spatial analytic approach for classifying greenspace and comparing greenspace social equity
Kimpton, Anthony. 2017. "A spatial analytic approach for classifying greenspace and comparing greenspace social equity." Applied Geography. 82, pp. 129-142. https://doi.org/10.1016/j.apgeog.2017.03.016
Greenspace and Place Attachment: Do Greener Suburbs Lead to Greater Residential Place Attachment?
Kimpton, Anthony, Wickes, Rebecca and Corcoran, Jonathan. 2014. "Greenspace and Place Attachment: Do Greener Suburbs Lead to Greater Residential Place Attachment? " Urban Policy and Research. 32 (4), pp. 477-497. https://doi.org/10.1080/08111146.2014.908769