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Non-linear effects of built environment and socio-demographics on activity space
16 references·7 citing·42 second hop
Non-linear effects of built environment and socio-demographics on activity space (2023)Non-linear effects of built environment a…Examining non-linear built environment effects on elderly’s walking: A random forest approach (2020)Examining non-linear built en…Applying a random forest method approach to model travel mode choice behavior (2018)Applying a random forest meth…Activity-Based Human Mobility Patterns Inferred from Mobile Phone Data: A Case Study of Singapore (2016)Activity-Based Human Mobility…Summary of Travel Trends: 2009 National Household Travel Survey (2011)Summary of Travel Trends: 200…Activity space environment and dietary and physical activity behaviors: A pilot study (2011)Activity space environment an…Limits of Predictability in Human Mobility (2010)Limits of Predictability in H…The relationship between the built environment and nonwork travel: A case study of Northern California (2009)The relationship between the …Measuring the Built Environment for Physical Activity (2009)Measuring the Built Environme…Understanding individual human mobility patterns (2008)Understanding individual huma…Mobile Landscapes: Using Location Data from Cell Phones for Urban Analysis (2006)Mobile Landscapes: Using Loca…Activity spaces: measures of social exclusion? (2003)Activity spaces: measures of …How the built environment affects physical activity (2002)How the built environment aff…Spatial Behavior: A Geographic Perspective (1998)Spatial Behavior: A Geographi…Travel demand and the 3Ds: Density, diversity, and design (1997)Travel demand and the 3Ds: De…Why Women Work Closer to Home (1981)Why Women Work Closer to HomeMeasuring Accessibility: A Review and Proposal (1979)Measuring Accessibility: A Re…Older adults' out-of-home activity location choice and associations with loneliness: A latent class multinomial logit approach (2025)Older adults' out-of-home act…Gender differences in mobility: Exploring the non-linear relationship in multiple contexts using decision tree algorithms (2025)Gender differences in mobilit…Effect of Working Patterns on Spatial Variation in Outdoor Leisure Activity of Fixed-Location Workers: A Case Study of Nanjing, China (2025)Effect of Working Patterns on…Activity Spaces in Multimodal Transportation Networks: A Nonlinear and Spatial Analysis Perspective (2025)Activity Spaces in Multimodal…Social demographics imputation based on similarity in multi-dimensional activity-travel pattern: A two-step approach (2024)Social demographics imputatio…Exploring collective activity space and its spatial heterogeneity using mobile phone signaling Data: A case of Shenzhen, China (2024)Exploring collective activity…Comparing the impacts of built environment across different objective life neighborhoods on the out-of-home leisure activities of employed people using massive mobile phone data (2024)Comparing the impacts of buil…The origin of bursts and heavy tails in human dynamics (2005)The scaling laws of human travel (2006)Friendship and mobility (2011)A universal model for mobility and migration patterns (2012)Reality mining: sensing complex social systems (2005)Modelling the scaling properties of human mobility (2010)Impacts of Mixed Use and Density on Utilization of Three Modes of Travel: Single-Occupant Vehicle, Transit, and Walking (1994)A micro-analysis of land use and travel in five neighborhoods in the San Francisco Bay Area (1997)Environmental correlates of walking and cycling: Findings from the transportation, urban design, and planning literatures (2003)Multiple Factor Analysis (2007)Travel and the Built Environment (2010)Me++ (2003)Me++: The Cyborg Self and the Networked City (2003)Dynamic population mapping using mobile phone data (2014)A survey of results on mobile phone datasets analysis (2015)Human mobility: Models and applications (2018)A Pattern Language (1977)Discrete Choice Analysis: Theory and Application to Travel Demand. (1987)Neighborhood-Based Differences in Physical Activity: An Environment Scale Evaluation (2003)Relationship between Urban Sprawl and Physical Activity, Obesity, and Morbidity (2003)Built Environment Correlates of Walking (2008)The Measurement of Observer Agreement for Categorical Data (1977)AN ECOLOGICAL APPROACH TO CREATING ACTIVE LIVING COMMUNITIES (2005)Neighborhood Environment and Physical Activity Among Youth (2011)Built environmental correlates of older adults’ total physical activity and walking: a systematic review and meta-analysis (2017)Social Determinants of Cardiovascular Disease (2022)WHAT ABOUT PEOPLE IN REGIONAL SCIENCE? (1970)The Strength of Weak Ties (1973)Talk of the Network: A Complex Systems Look at the Underlying Process of Word-of-Mouth (2001)Transport mobility benefits and quality of life: A time-use perspective of elderly Canadians (2009)Lockdowned: Everyday mobility changes in response to COVID-19 (2020)On the measurement of inequality (1970)Built environments and mode choice: toward a normative framework (2002)The effects of attitudes and personality traits on mode choice (2005)Prediction and behavioral analysis of travel mode choice: A comparison of machine learning and logit models (2020)To walk or not to walk? Examining non-linear effects of streetscape greenery on walking propensity of older adults (2021)The Vulnerability of Science and the Science of Vulnerability (2003)What makes neighborhood different from home and city? Effects of place scale on place attachment (2009)Measuring segregation: an activity space approach (2010)Understanding Transport Demands and Elasticities: How Prices and Other Factors Affect Travel Behavior (2012)The influence of built environment on travel behavior of the elderly in urban China (2016)The decline in active school transportation (AST): A systematic review of the factors related to AST and changes in school transport over time in North America (2017)
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References

  • 2008Understanding individual human mobility patterns6,071 cited
  • 1997Travel demand and the 3Ds: Density, diversity, and design4,588 cited
  • 2010Limits of Predictability in Human Mobility3,230 cited
  • 2002How the built environment affects physical activity1,916 cited
  • 2009Measuring the Built Environment for Physical Activity1,318 cited
  • 1998Spatial Behavior: A Geographic Perspective960 cited
  • 2006Mobile Landscapes: Using Location Data from Cell Phones for Urban Analysis865 cited
  • 2011Summary of Travel Trends: 2009 National Household Travel Survey550 cited
  • 2018Applying a random forest method approach to model travel mode choice behavior491 cited
  • 2003Activity spaces: measures of social exclusion?488 cited
  • 2011Activity space environment and dietary and physical activity behaviors: A pilot study479 cited
  • 2016Activity-Based Human Mobility Patterns Inferred from Mobile Phone Data: A Case Study of Singapore472 cited
  • 1981Why Women Work Closer to Home422 cited
  • 1979Measuring Accessibility: A Review and Proposal361 cited
  • 2020Examining non-linear built environment effects on elderly’s walking: A random forest approach352 cited

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  • 2009The relationship between the built environment and nonwork travel: A case study of Northern California349 cited
  • Cited by

    • 2024Exploring collective activity space and its spatial heterogeneity using mobile phone signaling Data: A case of Shenzhen, China19 cited
    • 2024Comparing the impacts of built environment across different objective life neighborhoods on the out-of-home leisure activities of employed people using massive mobile phone data10 cited
    • 2025Gender differences in mobility: Exploring the non-linear relationship in multiple contexts using decision tree algorithms4 cited
    • 2024Social demographics imputation based on similarity in multi-dimensional activity-travel pattern: A two-step approach4 cited
    • 2025Older adults' out-of-home activity location choice and associations with loneliness: A latent class multinomial logit approach3 cited
    • 2025Activity Spaces in Multimodal Transportation Networks: A Nonlinear and Spatial Analysis Perspective3 cited
    • 2025Effect of Working Patterns on Spatial Variation in Outdoor Leisure Activity of Fixed-Location Workers: A Case Study of Nanjing, China2 cited