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Understanding the effects of environmental perceptions on walking behavior by integrating big data with small data
16 references·12 citing·51 second hop
Understanding the effects of environmental perceptions on walking behavior by integrating big data with small data (2023)Understanding the effects of environmenta…Do attitudes cause behavior or vice versa? An alternative conceptualization of the attitude-behavior relationship in travel behavior modeling (2017)Do attitudes cause behavior o…The promises of big data and small data for travel behavior (aka human mobility) analysis (2016)The promises of big data and …Measuring walkability for distinct pedestrian groups with a participatory assessment method: A case study in Lisbon (2016)Measuring walkability for dis…Social Sensing: A New Approach to Understanding Our Socioeconomic Environments (2015)Social Sensing: A New Approac…Big Data: A Revolution That Will Transform How We Live, Work, and Think (2014)Big Data: A Revolution That W…Travel and the Built Environment (2010)Travel and the Built Environm…Correlates of Non-Concordance between Perceived and Objective Measures of Walkability (2009)Correlates of Non-Concordance…Exploring Associations between Physical Activity and Perceived and Objective Measures of the Built Environment (2007)Exploring Associations betwee…Accessibility, mobility and transport-related social exclusion (2006)Accessibility, mobility and t…Perceived and objective environmental measures and physical activity among urban adults (2005)Perceived and objective envir…Correlation or causality between the built environment and travel behavior? Evidence from Northern California (2005)Correlation or causality betw…Structural equation modeling for travel behavior research (2002)Structural equation modeling …Extending the Theory of Planned Behavior: Predicting the Use of Public Transportation 1 (2002)Extending the Theory of Plann…Basics of Structural Equation Modeling (1998)Basics of Structural Equation…The theory of planned behavior (1991)The theory of planned behaviorThe measurement of accessibility: Some preliminary results (1976)The measurement of accessibil…The nonlinear effects of the subjective and objective built environment on active travel behavior: A case study of Shanghai, China (2025)The nonlinear effects of the …Linking mobility-supportive neighborhood environment to social relationships in older adults: The roles of social interaction and community type (2025)Linking mobility-supportive n…Exploring the recreational micromobility in relation to historic urban areas and social media: Insights from machine learning approaches (2025)Exploring the recreational mi…Deciphering spatiotemporal patterns and mobility network of outdoor jogging utilizing large-scale GPS trajectory data (2025)Deciphering spatiotemporal pa…Utilizing Multi-Source Geospatial Big Data to Examine How Environmental Factors Attract Outdoor Jogging Activities (2024)Utilizing Multi-Source Geospa…The nonlinear impact of cycling environment on bicycle distance: A perspective combining objective and perceptual dimensions (2024)The nonlinear impact of cycli…Perceived built environment as a mediator linking objective built environment and leisure-time physical activity in Chinese cities (2024)Perceived built environment a…Perceived accessibility: unveiling inequalities in transport justice (2024)Perceived accessibility: unve…Evaluating the representativeness of mobile big data: A comparative analysis between China's mobile big data and census data at the county level (2024)Evaluating the representative…Evaluating Human Needs: A Study on the Spatial Justice of Medical Facility Services in Social Housing Communities in Guangzhou (2024)Evaluating Human Needs: A Stu…Effects of the built environment and sociodemographic factors on accessibility in the city of Valparaíso, Chile (2024)Effects of the built environm…Decoding the spatial effects of walkability on walking behavior among older adults by integrating big data and small data (2024)Decoding the spatial effects …From Intentions to Actions: A Theory of Planned Behavior (1985)Universals in the Content and Structure of Values: Theoretical Advances and Empirical Tests in 20 Countries (1992)Sustainable transportation and quality of life (2004)Psychology's contributions to understanding and addressing global climate change. (2011)How do environmental knowledge, environmental sensitivity, and place attachment affect environmentally responsible behavior? An integrated approach for sustainable island tourism (2014)Poverty and Famines: An Essay on Entitlement and Deprivation. (1982)Bowling alone: the collapse and revival of American community (2000)Accessibility evaluation of land-use and transport strategies: review and research directions (2003)Transport and social exclusion: Where are we now? (2012)A method to evaluate equitable accessibility: combining ethical theories and accessibility-based approaches (2015)Distributive justice and equity in transportation (2016)Coefficient Alpha and the Internal Structure of Tests (1951)Belief, Attitude, Intention and Behavior: An Introduction to Theory and Research (1975)Self-efficacy: Toward a unifying theory of behavioral change. (1977)A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies (2000)User Acceptance of Information Technology: Toward A Unified View1 (2003)Consumer Acceptance and Use of Information Technology: Extending the Unified Theory of Acceptance and Use of Technology1 (2012)Big data: a revolution that will transform how we live, work, and think (2013)What is a flag for? Social media reporting tools and the vocabulary of complaint (2014)Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy (2017)Using Data Sciences in Digital Marketing: Framework, methods, and performance metrics (2020)Structural equation modeling in practice: A review and recommended two-step approach. (1988)Alternative Ways of Assessing Model Fit (1992)Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives (1999)The theme park experience: An analysis of pleasure, arousal and satisfaction (2004)An overview of structural equation modeling: its beginnings, historical development, usefulness and controversies in the social sciences (2017)Space and Place: The Perspective of Experience. (1978)Citizens as sensors: the world of volunteered geography (2007)Crowdsourcing geographic information for disaster response: a research frontier (2010)Measuring human perceptions of a large-scale urban region using machine learning (2018)GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond (2019)How the built environment affects physical activity (2002)Environmental correlates of walking and cycling: Findings from the transportation, urban design, and planning literatures (2003)Neighborhood-Based Differences in Physical Activity: An Environment Scale Evaluation (2003)AN ECOLOGICAL APPROACH TO CREATING ACTIVE LIVING COMMUNITIES (2005)Built Environment Correlates of Walking (2008)Measuring the Built Environment for Physical Activity (2009)Statistical Methods for Meta-Analysis (1988)Introduction to Meta‐Analysis (2009)Role of Built Environments in Physical Activity, Obesity, and Cardiovascular Disease (2012)City planning and population health: a global challenge (2016)Introducing the “15-Minute City”: Sustainability, Resilience and Place Identity in Future Post-Pandemic Cities (2021)Introduction to Meta‐Analysis (2021)The Practice of Social Research. (1976)Approaches to Social Research (1989)The Practice of Social Research (1989)Examining the Impacts of Residential Self‐Selection on Travel Behaviour: A Focus on Empirical Findings (2009)Travel and Subjective Well-Being: A Focus on Findings, Methods and Future Research Needs (2013)Context and leadership: an examination of the nine-factor full-range leadership theory using the Multifactor Leadership Questionnaire (2003)The Impact of Technostress on Role Stress and Productivity (2007)Contemporary Approaches to Assessing Mediation in Communication Research (2008)
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References

  • 1991The theory of planned behavior90,729 cited
  • 2010Travel and the Built Environment5,396 cited
  • 1998Basics of Structural Equation Modeling1,527 cited
  • 2005Correlation or causality between the built environment and travel behavior? Evidence from Northern California1,145 cited
  • 2002Structural equation modeling for travel behavior research1,043 cited
  • 2005Perceived and objective environmental measures and physical activity among urban adults911 cited
  • 2015Social Sensing: A New Approach to Understanding Our Socioeconomic Environments804 cited
  • 2006Accessibility, mobility and transport-related social exclusion767 cited
  • 2002Extending the Theory of Planned Behavior: Predicting the Use of Public Transportation 1648 cited
  • 2014Big Data: A Revolution That Will Transform How We Live, Work, and Think632 cited
  • 2016The promises of big data and small data for travel behavior (aka human mobility) analysis580 cited
  • 2016Measuring walkability for distinct pedestrian groups with a participatory assessment method: A case study in Lisbon406 cited
  • 1976The measurement of accessibility: Some preliminary results400 cited
  • 2007Exploring Associations between Physical Activity and Perceived and Objective Measures of the Built Environment396 cited

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  • 2009Correlates of Non-Concordance between Perceived and Objective Measures of Walkability324 cited
  • 2017Do attitudes cause behavior or vice versa? An alternative conceptualization of the attitude-behavior relationship in travel behavior modeling319 cited
  • Cited by

    • 2025Linking mobility-supportive neighborhood environment to social relationships in older adults: The roles of social interaction and community type29 cited
    • 2024Decoding the spatial effects of walkability on walking behavior among older adults by integrating big data and small data25 cited
    • 2024Utilizing Multi-Source Geospatial Big Data to Examine How Environmental Factors Attract Outdoor Jogging Activities24 cited
    • 2024Evaluating the representativeness of mobile big data: A comparative analysis between China's mobile big data and census data at the county level21 cited
    • 2024Evaluating Human Needs: A Study on the Spatial Justice of Medical Facility Services in Social Housing Communities in Guangzhou17 cited
    • 2025Deciphering spatiotemporal patterns and mobility network of outdoor jogging utilizing large-scale GPS trajectory data17 cited
    • 2025Exploring the recreational micromobility in relation to historic urban areas and social media: Insights from machine learning approaches16 cited
    • 2024Perceived accessibility: unveiling inequalities in transport justice16 cited
    • 2024The nonlinear impact of cycling environment on bicycle distance: A perspective combining objective and perceptual dimensions13 cited
    • 2025The nonlinear effects of the subjective and objective built environment on active travel behavior: A case study of Shanghai, China11 cited
    • 2024Perceived built environment as a mediator linking objective built environment and leisure-time physical activity in Chinese cities11 cited
    • 2024Effects of the built environment and sociodemographic factors on accessibility in the city of Valparaíso, Chile7 cited