Using a system of equations to assess the determinants of the walking behavior of older adults

As the most prevalent physical activity and transportation mode for older people, walking is considered to have multiple health and well‐being benefits. Previous studies used separate models to assess the built‐environment determinants of a battery of walking behavior measures, such as walking frequ...

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Published inTransactions in GIS Vol. 26; no. 3; pp. 1339 - 1354
Main Authors Yang, Linchuan, Tang, Xianglong, Yang, Hongtai, Meng, Fanyu, Liu, Jixiang
Format Journal Article
LanguageEnglish
Published Oxford Blackwell Publishing Ltd 01.05.2022
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Abstract As the most prevalent physical activity and transportation mode for older people, walking is considered to have multiple health and well‐being benefits. Previous studies used separate models to assess the built‐environment determinants of a battery of walking behavior measures, such as walking frequency and duration. In a departure from them, this study develops a system of equations, which is estimated by seemingly unrelated regression, to determine the built‐environment factors that significantly influence two correlated walking behavior measures (including walking frequency and duration) of older adults in Xiamen (a medium‐sized Chinese city) based on data from the Travel Survey of Xiamen Residents 2015 and built‐environment geo‐data. The results show the following: (1) the walking frequency and duration of older adults are affected by the built environment and socio‐demographic characteristics; (2) land‐use mix, intersection density, and bus route density positively influence older adults’ walking frequency and duration; (3) distance to the commercial center adversely impacts the walking frequency and duration; and (4) the built environment has similar effects on the two measures. This study offers a worthwhile reference for policy intervention to promote older adults' walking activities, thereby contributing to active and healthy aging.
AbstractList As the most prevalent physical activity and transportation mode for older people, walking is considered to have multiple health and well‐being benefits. Previous studies used separate models to assess the built‐environment determinants of a battery of walking behavior measures, such as walking frequency and duration. In a departure from them, this study develops a system of equations, which is estimated by seemingly unrelated regression, to determine the built‐environment factors that significantly influence two correlated walking behavior measures (including walking frequency and duration) of older adults in Xiamen (a medium‐sized Chinese city) based on data from the Travel Survey of Xiamen Residents 2015 and built‐environment geo‐data. The results show the following: (1) the walking frequency and duration of older adults are affected by the built environment and socio‐demographic characteristics; (2) land‐use mix, intersection density, and bus route density positively influence older adults’ walking frequency and duration; (3) distance to the commercial center adversely impacts the walking frequency and duration; and (4) the built environment has similar effects on the two measures. This study offers a worthwhile reference for policy intervention to promote older adults' walking activities, thereby contributing to active and healthy aging.
Author Meng, Fanyu
Yang, Linchuan
Tang, Xianglong
Yang, Hongtai
Liu, Jixiang
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  email: u3004679@hku.hk
  organization: Xiamen University
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Cites_doi 10.1016/j.ypmed.2012.05.013
10.1007/s11116‐019‐10062‐2
10.1186/s12966‐017‐0558‐z
10.1016/j.tranpol.2017.12.015
10.1007/s10346‐021‐01702‐9
10.3390/ijgi10090596
10.1016/S0140‐6736(09)61460‐4
10.1111/tgis.12310
10.1111/tgis.12472
10.1016/j.healthplace.2010.11.010
10.1136/bjsports‐2014‐094157
10.1007/s11116‐017‐9783‐1
10.3141/1780‐10
10.1177/0042098013482504
10.1016/j.trd.2008.10.003
10.1016/j.tbs.2020.03.004
10.1016/j.scs.2021.103063
10.1016/j.amepre.2010.02.005
10.1016/j.tbs.2015.12.001
10.1016/j.scs.2021.103361
10.1186/s12877‐017‐0469‐5
10.2105/AJPH.93.9.1546
10.3389/fpubh.2022.861836
10.1155/2021/6633379
10.1186/s12889‐015‐2224‐1
10.1080/01944361003766766
10.1289/EHP2080
10.1177/0739456X0202100307
10.1007/s11116‐011‐9341‐1
10.1016/j.jtrangeo.2021.103099
10.1016/j.jtrangeo.2019.03.010
10.1177/08854120122093339
10.1016/S0967‐070X(00)00004‐4
10.1016/j.scs.2020.102442
10.1016/j.wasman.2022.02.009
10.1016/j.pmedr.2016.03.007
10.1016/j.tbs.2021.01.002
10.1016/S2666‐7568(21)00002‐7
10.3141/2182‐09
10.1016/j.tra.2017.03.014
10.1016/j.trd.2016.11.003
10.1016/j.jtrangeo.2010.03.015
10.1016/j.maturitas.2020.05.018
10.1016/j.envsoft.2021.104994
10.1016/j.pmedr.2016.05.001
10.1016/j.cities.2018.07.002
10.1080/15568318.2014.933986
10.1016/S1361‐9209(97)00009‐6
10.1111/tgis.12003
10.1016/j.earscirev.2013.08.001
10.3390/su12198236
10.1016/j.trf.2011.04.011
10.1016/j.resconrec.2021.106022
10.1016/j.wasman.2021.08.012
10.1201/9781003065654
10.1126/science.1254405
10.1080/01621459.1962.10480664
10.1249/MSS.0b013e31817c65d0
10.1007/s11069‐020‐03879‐z
10.1016/j.cities.2019.04.015
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References 2022; 178
2019; 93
2021; 23
2020; 20
2020; 63
2010; 18
2013; 126
2018; 126
2000; 7
1997; 2
2020; 12
2011; 14
2003; 93
2011; 17
2021; 72
2012; 55
2001; 1780
2010; 2182
2009; 14
2015; 49
2021; 75
2013; 17
2013; 50
2020; 139
2001; 16
2021; 2021
2010; 76
2015; 15
2021; 48
2010; 38
2021; 2
2019; 76
2009; 374
2016; 10
2008
2018; 63
2012; 39
2020; 101
1962; 57
2021; 94
2018; 22
2016; 4
2016; 5
2022; 142
2017; 52
2021; 10
2019; 84
2016; 3
2017; 14
2021; 134
2017; 17
2020
2021; 18
2021; 139
2019; 46
2002; 21
2019
2022; 10
2008; 40
2017; 104
2014; 346
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References_xml – volume: 14
  start-page: 42
  issue: 1
  year: 2009
  end-page: 49
  article-title: The built environment, walking, and physical activity: Is the environment more important to some people than others?
  publication-title: Transportation Research Part D: Transport and Environment
– volume: 76
  start-page: 265
  issue: 3
  year: 2010
  end-page: 294
  article-title: Travel and the built environment: A meta‐analysis
  publication-title: Journal of the American Planning Association
– volume: 21
  start-page: 301
  issue: 3
  year: 2002
  end-page: 312
  article-title: Pedestrian environments and sense of community
  publication-title: Journal of Planning Education and Research
– volume: 12
  start-page: 8236
  issue: 19
  year: 2020
  article-title: Factors associated with travel behavior of millennials and older adults: A scoping review
  publication-title: Sustainability
– volume: 50
  start-page: 2993
  issue: 14
  year: 2013
  end-page: 3010
  article-title: Travel time and distance in international perspective: A comparison between Nanjing (China) and the Randstad (The Netherlands)
  publication-title: Urban Studies
– volume: 17
  start-page: 298
  issue: 2
  year: 2013
  end-page: 312
  article-title: Dracunculiasis, proximity, and risk: Analyzing the location of Guinea worm disease in a GIS
  publication-title: Transactions in GIS
– volume: 22
  start-page: 1029
  issue: 4
  year: 2018
  end-page: 1044
  article-title: Investigating the association between streetscapes and human walking activities using Google Street View and human trajectory data
  publication-title: Transactions in GIS
– volume: 5
  start-page: 1
  year: 2016
  end-page: 4
  article-title: Built environment, mobility, and quality of life
  publication-title: Travel Behaviour and Society
– volume: 46
  start-page: 51
  issue: 1
  year: 2019
  end-page: 74
  article-title: Built environment, travel behavior, and residential self‐selection: A study based on panel data from Beijing
  publication-title: China. Transportation
– volume: 17
  start-page: 458
  issue: 2
  year: 2011
  end-page: 469
  article-title: Relationship between the physical environment and physical activity in older adults: A systematic review
  publication-title: Health & Place
– volume: 38
  start-page: 592
  issue: 6
  year: 2010
  end-page: 599
  article-title: Built environment attributes and walking patterns among the elderly population in Bogota
  publication-title: American Journal of Preventive Medicine
– volume: 1780
  start-page: 87
  issue: 1
  year: 2001
  end-page: 114
  article-title: Travel and the built environment: A synthesis
  publication-title: Transportation Research Record
– volume: 18
  start-page: 613
  issue: 5
  year: 2010
  end-page: 623
  article-title: Active ageing in developing countries? Trip generation and tour complexity of older people in Metro Manila
  publication-title: Journal of Transport Geography
– volume: 14
  start-page: 1
  issue: 1
  year: 2017
  end-page: 24
  article-title: Built environmental correlates of older adults' total physical activity and walking: A systematic review and meta‐analysis
  publication-title: International Journal of Behavioral Nutrition and Physical Activity
– volume: 10
  year: 2022
  article-title: A path analysis of the effect of neighborhood built environment on public health of older adults: A Hong Kong study
  publication-title: Frontiers in Public Health
– volume: 72
  start-page: 103063
  year: 2021
  article-title: Nonlinear and synergistic effects of TOD on urban vibrancy: Applying local explanations for gradient boosting decision tree
  publication-title: Sustainable Cities and Society
– volume: 94
  start-page: 103099
  year: 2021
  article-title: To walk or not to walk? Examining non‐linear effects of streetscape greenery on walking propensity of older adults
  publication-title: Journal of Transport Geography
– volume: 57
  start-page: 348
  issue: 298
  year: 1962
  end-page: 368
  article-title: An efficient method of estimating seemingly unrelated regressions and tests for aggregation bias
  publication-title: Journal of the American Statistical Association
– volume: 39
  start-page: 247
  issue: 2
  year: 2012
  end-page: 266
  article-title: Walking to the bus: Perceived versus actual walking distance to bus stops for older adults
  publication-title: Transportation
– volume: 10
  start-page: 596
  issue: 9
  year: 2021
  article-title: Spatially varying effects of street greenery on walking time of older adults
  publication-title: ISPRS International Journal of Geo‐Information
– volume: 139
  start-page: 6
  year: 2020
  end-page: 11
  article-title: The World Health Organization (WHO) approach to healthy ageing
  publication-title: Maturitas
– volume: 63
  start-page: 102442
  year: 2020
  article-title: Global and local associations between urban greenery and travel propensity of older adults in Hong Kong
  publication-title: Sustainable Cities and Society
– volume: 93
  start-page: 43
  year: 2019
  end-page: 61
  article-title: Neighbourhood walkability: A review and bibliometric analysis
  publication-title: Cities
– year: 2008
– volume: 23
  start-page: 192
  year: 2021
  end-page: 206
  article-title: Perception of the built environment and walking in pericentral neighbourhoods in Santiago, Chile
  publication-title: Travel Behaviour and Society
– volume: 52
  start-page: 619
  year: 2017
  end-page: 633
  article-title: The influence of built environment on travel behavior of the elderly in urban China
  publication-title: Transportation Research Part D: Transport and Environment
– volume: 17
  start-page: 1
  issue: 1
  year: 2017
  end-page: 14
  article-title: Neighborhood walkability, physical activity, and walking for transportation: A cross‐sectional study of older adults living on low income
  publication-title: BMC Geriatrics
– volume: 93
  start-page: 1546
  issue: 9
  year: 2003
  end-page: 1551
  article-title: Social capital and the built environment: The importance of walkable neighborhoods
  publication-title: American Journal of Public Health
– volume: 2
  start-page: e121
  issue: 3
  year: 2021
  end-page: e122
  article-title: WHO’s report for the decade of healthy ageing 2021–30 sets the stage for globally comparable data on healthy ageing
  publication-title: The Lancet Healthy Longevity
– volume: 84
  start-page: 23
  year: 2019
  end-page: 33
  article-title: Walking behaviour and patterns of perceived access to neighbourhood destinations in older adults from a low‐density (Brisbane, Australia) and an ultra‐dense city (Hong Kong, China)
  publication-title: Cities
– volume: 76
  start-page: 142
  year: 2019
  end-page: 152
  article-title: Active travel for active ageing in China: The role of built environment
  publication-title: Journal of Transport Geography
– volume: 14
  start-page: 422
  issue: 5
  year: 2011
  end-page: 429
  article-title: Assessing mobility in an aging society: Personal and built environment factors associated with older people’s subjective transportation deficiency in the US
  publication-title: Transportation Research Part F: Traffic Psychology and Behaviour
– year: 2019
– volume: 48
  start-page: 431
  issue: 1
  year: 2021
  end-page: 454
  article-title: The role of perceived environment, neighbourhood characteristics, and attitudes in walking behaviour: Evidence from a rapidly developing city in China
  publication-title: Transportation
– volume: 3
  start-page: 303
  year: 2016
  end-page: 316
  article-title: Built environmental correlates of physical activity in China: A review
  publication-title: Preventive Medicine Reports
– volume: 75
  year: 2021
  article-title: A framework for addressing urban heat challenges and associated adaptive behavior by the public and the issue of willingness to pay for heat resilient infrastructure in Chongqing
  publication-title: China. Sustainable Cities and Society
– volume: 126
  start-page: 74
  year: 2013
  end-page: 84
  article-title: Virtual geographic environments (VGEs): A new generation of geographic analysis tool
  publication-title: Earth‐Science Reviews
– volume: 101
  start-page: 409
  issue: 2
  year: 2020
  end-page: 428
  article-title: An on‐demand construction method of disaster scenes for multilevel users
  publication-title: Natural Hazards
– volume: 4
  start-page: 75
  year: 2016
  end-page: 80
  article-title: Gender and age differences in walking for transport and recreation: Are the relationships the same in all neighborhoods?
  publication-title: Preventive Medicine Reports
– volume: 63
  start-page: 73
  year: 2018
  end-page: 79
  article-title: Public transport policy measures for improving elderly mobility
  publication-title: Transport Policy
– volume: 104
  start-page: 319
  year: 2017
  end-page: 336
  article-title: A life course perspective on the travel of Australian millennials
  publication-title: Transportation Research Part A: Policy and Practice
– volume: 49
  start-page: 710
  issue: 11
  year: 2015
  end-page: 715
  article-title: Is there evidence that walking groups have health benefits? A systematic review and meta‐analysis
  publication-title: British Journal of Sports Medicine
– volume: 346
  start-page: 587
  issue: 6209
  year: 2014
  end-page: 591
  article-title: Economic and social implications of aging societies
  publication-title: Science
– volume: 15
  start-page: 1
  issue: 1
  year: 2015
  end-page: 8
  article-title: Older adults' outdoor walking and the built environment: Does income matter?
  publication-title: BMC Public Health
– volume: 142
  start-page: 29
  year: 2022
  end-page: 43
  article-title: Computer vision for solid waste sorting: A critical review of academic research
  publication-title: Waste Management
– volume: 10
  start-page: 332
  issue: 4
  year: 2016
  end-page: 342
  article-title: The influence of built environment and travel attitudes on walking: A case study of Porto Alegre
  publication-title: Brazil. International Journal of Sustainable Transportation
– volume: 20
  start-page: 122
  year: 2020
  end-page: 132
  article-title: Aged mobility in the era of transportation disruption: Will autonomous vehicles address impediments to the mobility of ageing populations?
  publication-title: Travel Behaviour and Society
– volume: 2021
  start-page: 6633379
  year: 2021
  article-title: Impact of driver age and experience in software usage on driving safety and usability of car‐sharing software
  publication-title: Journal of Advanced Transportation
– volume: 126
  issue: 5
  year: 2018
  article-title: A longitudinal study examining changes in street connectivity, land use, and density of dwellings and walking for transport in Brisbane, Australia
  publication-title: Environmental Health Perspectives
– volume: 22
  start-page: 288
  issue: 1
  year: 2018
  end-page: 310
  article-title: Three‐dimensional indoor network accessibility auditing for floor plan design
  publication-title: Transactions in GIS
– volume: 178
  year: 2022
  article-title: Using computer vision to recognize composition of construction waste mixtures: A semantic segmentation approach
  publication-title: Resources, Conservation and Recycling
– volume: 139
  start-page: 104994
  year: 2021
  article-title: A rapid 3D reproduction system of dam‐break floods constrained by post‐disaster information
  publication-title: Environmental Modelling & Software
– volume: 134
  start-page: 78
  year: 2021
  end-page: 88
  article-title: Estimating construction waste generation in the Greater Bay Area, China using machine learning
  publication-title: Waste Management
– year: 2020
– volume: 16
  start-page: 202
  issue: 2
  year: 2001
  end-page: 218
  article-title: The built environment and human activity patterns: Exploring the impacts of urban form on public health
  publication-title: Journal of Planning Literature
– volume: 18
  start-page: 3269
  year: 2021
  end-page: 3278
  article-title: Fast estimation method of volumes of landslide deposit by the 3D reconstruction of smartphone images
  publication-title: Landslides
– volume: 40
  start-page: S512
  issue: Suppl. 7
  year: 2008
  end-page: S518
  article-title: The importance of walking to public health
  publication-title: Medicine & Science in Sports & Exercise
– volume: 7
  start-page: 149
  issue: 2
  year: 2000
  end-page: 152
  article-title: Mobility of older people and their quality of life
  publication-title: Transport Policy
– volume: 2
  start-page: 199
  issue: 3
  year: 1997
  end-page: 219
  article-title: Travel demand and the 3Ds: Density, diversity, and design
  publication-title: Transportation Research Part D: Transport and Environment
– volume: 374
  start-page: 1196
  issue: 9696
  year: 2009
  end-page: 1208
  article-title: Ageing populations: The challenges ahead
  publication-title: The Lancet
– volume: 2182
  start-page: 62
  issue: 1
  year: 2010
  end-page: 70
  article-title: Travel behavior in aging societies: Comparison of Germany and the United States
  publication-title: Transportation Research Record
– volume: 55
  start-page: 113
  issue: 2
  year: 2012
  end-page: 118
  article-title: Associations of physical activity with neighborhood environments and transportation modes in older Japanese adults
  publication-title: Preventive Medicine
– volume-title: World population prospects 2019: Highlights
  year: 2019
  ident: e_1_2_10_53_1
– ident: e_1_2_10_52_1
  doi: 10.1016/j.ypmed.2012.05.013
– ident: e_1_2_10_9_1
  doi: 10.1007/s11116‐019‐10062‐2
– volume-title: Population aging and economic growth
  year: 2008
  ident: e_1_2_10_4_1
– ident: e_1_2_10_2_1
  doi: 10.1186/s12966‐017‐0558‐z
– ident: e_1_2_10_58_1
  doi: 10.1016/j.tranpol.2017.12.015
– ident: e_1_2_10_23_1
  doi: 10.1007/s10346‐021‐01702‐9
– ident: e_1_2_10_61_1
  doi: 10.3390/ijgi10090596
– ident: e_1_2_10_12_1
  doi: 10.1016/S0140‐6736(09)61460‐4
– ident: e_1_2_10_14_1
  doi: 10.1111/tgis.12310
– ident: e_1_2_10_40_1
  doi: 10.1111/tgis.12472
– ident: e_1_2_10_54_1
  doi: 10.1016/j.healthplace.2010.11.010
– ident: e_1_2_10_26_1
  doi: 10.1136/bjsports‐2014‐094157
– ident: e_1_2_10_55_1
  doi: 10.1007/s11116‐017‐9783‐1
– ident: e_1_2_10_17_1
  doi: 10.3141/1780‐10
– ident: e_1_2_10_20_1
  doi: 10.1177/0042098013482504
– ident: e_1_2_10_21_1
  doi: 10.1016/j.trd.2008.10.003
– ident: e_1_2_10_34_1
  doi: 10.1016/j.tbs.2020.03.004
– ident: e_1_2_10_59_1
  doi: 10.1016/j.scs.2021.103063
– ident: e_1_2_10_25_1
  doi: 10.1016/j.amepre.2010.02.005
– ident: e_1_2_10_7_1
  doi: 10.1016/j.tbs.2015.12.001
– ident: e_1_2_10_28_1
  doi: 10.1016/j.scs.2021.103361
– ident: e_1_2_10_13_1
  doi: 10.1186/s12877‐017‐0469‐5
– ident: e_1_2_10_37_1
  doi: 10.2105/AJPH.93.9.1546
– ident: e_1_2_10_10_1
  doi: 10.3389/fpubh.2022.861836
– ident: e_1_2_10_32_1
  doi: 10.1155/2021/6633379
– ident: e_1_2_10_57_1
  doi: 10.1186/s12889‐015‐2224‐1
– ident: e_1_2_10_18_1
  doi: 10.1080/01944361003766766
– ident: e_1_2_10_3_1
  doi: 10.1289/EHP2080
– ident: e_1_2_10_45_1
  doi: 10.1177/0739456X0202100307
– ident: e_1_2_10_30_1
  doi: 10.1007/s11116‐011‐9341‐1
– ident: e_1_2_10_60_1
  doi: 10.1016/j.jtrangeo.2021.103099
– ident: e_1_2_10_11_1
  doi: 10.1016/j.jtrangeo.2019.03.010
– ident: e_1_2_10_22_1
  doi: 10.1177/08854120122093339
– ident: e_1_2_10_46_1
  doi: 10.1016/S0967‐070X(00)00004‐4
– ident: e_1_2_10_62_1
  doi: 10.1016/j.scs.2020.102442
– ident: e_1_2_10_43_1
  doi: 10.1016/j.wasman.2022.02.009
– ident: e_1_2_10_15_1
  doi: 10.1016/j.pmedr.2016.03.007
– ident: e_1_2_10_29_1
  doi: 10.1016/j.tbs.2021.01.002
– ident: e_1_2_10_47_1
  doi: 10.1016/S2666‐7568(21)00002‐7
– ident: e_1_2_10_6_1
  doi: 10.3141/2182‐09
– ident: e_1_2_10_16_1
  doi: 10.1016/j.tra.2017.03.014
– ident: e_1_2_10_19_1
  doi: 10.1016/j.trd.2016.11.003
– ident: e_1_2_10_48_1
  doi: 10.1016/j.jtrangeo.2010.03.015
– ident: e_1_2_10_50_1
  doi: 10.1016/j.maturitas.2020.05.018
– ident: e_1_2_10_38_1
  doi: 10.1016/j.envsoft.2021.104994
– ident: e_1_2_10_24_1
  doi: 10.1016/j.pmedr.2016.05.001
– ident: e_1_2_10_5_1
  doi: 10.1016/j.cities.2018.07.002
– ident: e_1_2_10_35_1
  doi: 10.1080/15568318.2014.933986
– ident: e_1_2_10_8_1
  doi: 10.1016/S1361‐9209(97)00009‐6
– ident: e_1_2_10_49_1
  doi: 10.1111/tgis.12003
– ident: e_1_2_10_41_1
  doi: 10.1016/j.earscirev.2013.08.001
– ident: e_1_2_10_31_1
  doi: 10.3390/su12198236
– ident: e_1_2_10_33_1
  doi: 10.1016/j.trf.2011.04.011
– ident: e_1_2_10_42_1
  doi: 10.1016/j.resconrec.2021.106022
– ident: e_1_2_10_44_1
  doi: 10.1016/j.wasman.2021.08.012
– ident: e_1_2_10_51_1
  doi: 10.1201/9781003065654
– ident: e_1_2_10_27_1
  doi: 10.1126/science.1254405
– ident: e_1_2_10_63_1
  doi: 10.1080/01621459.1962.10480664
– ident: e_1_2_10_36_1
  doi: 10.1249/MSS.0b013e31817c65d0
– ident: e_1_2_10_39_1
  doi: 10.1007/s11069‐020‐03879‐z
– ident: e_1_2_10_56_1
  doi: 10.1016/j.cities.2019.04.015
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Snippet As the most prevalent physical activity and transportation mode for older people, walking is considered to have multiple health and well‐being benefits....
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SubjectTerms Adults
Aging
Built environment
Buses (vehicles)
Density
Duration
Land use
Older people
Physical activity
Surveying
Transport
Trip surveys
Urban environments
Title Using a system of equations to assess the determinants of the walking behavior of older adults
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