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Applying an interpretable machine learning framework to study mobility inequity in the recovery phase of COVID-19 pandemic
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Applying an interpretable machine learning framework to study mobility inequity in the recovery phase of COVID-19 pandemic (2023)Applying an interpretable machine learnin…Time lag effects of COVID-19 policies on transportation systems: A comparative study of New York City and Seattle (2021)Time lag effects of COVID-19 …Spatial and social disparities in the decline of activities during the COVID-19 lockdown in Greater London (2021)Spatial and social disparitie…Social inequalities in mobility during and following the COVID-19 associated lockdown of the Madrid metropolitan area in Spain (2021)Social inequalities in mobili…COVID-19 and social distancing: Disparities in mobility adaptation between income groups (2021)COVID-19 and social distancin…Conceptualizing Mobility Inequality: Mobility and Accessibility for the Marginalized (2021)Conceptualizing Mobility Ineq…Changes in mobility and socioeconomic conditions during the COVID-19 outbreak (2021)Changes in mobility and socio…Understanding public transport satisfaction in post COVID-19 pandemic (2020)Understanding public transpor…The impacts of COVID-19 pandemic on public transit demand in the United States (2020)The impacts of COVID-19 pande…Poverty, inequality and COVID-19: the forgotten vulnerable (2020)Poverty, inequality and COVID…How many jobs can be done at home? (2020)How many jobs can be done at …Health inequity during the COVID-19 pandemic: a cry for ethical global leadership (2020)Health inequity during the CO…Economic and social consequences of human mobility restrictions under COVID-19 (2020)Economic and social consequen…Does the coronavirus pandemic level the gender inequality curve? (It doesn’t) (2020)Does the coronavirus pandemic…COVID-19 Related Medical Mistrust, Health Impacts, and Potential Vaccine Hesitancy Among Black Americans Living With HIV (2020)COVID-19 Related Medical Mist…Modeling of transport demand – analyzing, calculating, and forecasting transport demand (2019)Modeling of transport demand …Inference with Difference-in-Differences and Other Panel Data (2007)Inference with Difference-in-…COVID-19 pandemic and road infrastructure exerted stage-dependent spatiotemporal influences on inter-city road travel in China (2025)COVID-19 pandemic and road in…Analyzing travel behavior differences across population groups: An explainable machine learning approach with big mobility data (2025)Analyzing travel behavior dif…Multi-modal Machine Learning Investigation of Telework and Transit Connections (2024)Multi-modal Machine Learning …Inferring in-home/out-of-home situations unreported in time-use surveys using supervised machine learning (2024)Inferring in-home/out-of-home…Analyzing Key Factors Influencing Human Mobility Before and During COVID ‐19 With Explainable Machine Learning (2024)Analyzing Key Factors Influen…Scalable Inverse Uncertainty Quantification by Hierarchical Bayesian Modeling and Variational Inference (2023)Scalable Inverse Uncertainty …An Illustration of a Pitfall in Estimating the Effects of Aggregate Variables on Micro Units (1990)Empirical Strategies in Labor Economics (1999)Minimum Wages and Employment: A Case Study of the Fast-Food Industry in New Jersey and Pennsylvania: Reply (2000)The effect of carbon tax on per capita CO2 emissions (2011)Environmental Regulations, Air and Water Pollution, and Infant Mortality in India (2014)Environmental Health Risks and Housing Values: Evidence from 1,600 Toxic Plant Openings and Closings (2015)Input Linkages and the Transmission of Shocks: Firm-Level Evidence from the 2011 Tōhoku Earthquake (2018)Aggregated mobility data could help fight COVID-19 (2020)Compensating for academic loss: Online learning and student performance during the COVID-19 pandemic (2021)Government response moderates the mental health impact of COVID-19: A systematic review and meta-analysis of depression outcomes across countries (2021)Children's Reasoning and the Mind (2014)Socio‐Economic Inequalities in Health Care in England (2016)Associations between perceived stress, socioeconomic status, and health-risk behaviour in deprived neighbourhoods in Denmark: a cross-sectional study (2018)Barriers and facilitators of adherence to social distancing recommendations during COVID-19 among a large international sample of adults (2020)Economic effects of the COVID-19 pandemic on entrepreneurship and small businesses (2021)Occupational segregation and gender inequality in job quality: a multi-level approach (2014)COVID-19 and the Gender Employment Gap among Parents of Young Children (2020)Who loses income during the COVID-19 outbreak? Evidence from China (2020)Does energy poverty matter for gender inequality? Global evidence (2021)Understanding commuting patterns using transit smart card data (2016)Public transit use in the United States in the era of COVID-19: Transit riders’ travel behavior in the COVID-19 impact and recovery period (2021)The impact of the COVID-19 pandemic on people's mobility: A longitudinal study of the U.S. from March to September of 2020 (2021)Why has public transit ridership declined in the United States? 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References

  • 2020How many jobs can be done at home?2,030 cited
  • 2007Inference with Difference-in-Differences and Other Panel Data1,316 cited
  • 2020Economic and social consequences of human mobility restrictions under COVID-191,003 cited
  • 2020Poverty, inequality and COVID-19: the forgotten vulnerable880 cited
  • 2020COVID-19 Related Medical Mistrust, Health Impacts, and Potential Vaccine Hesitancy Among Black Americans Living With HIV477 cited
  • 2020The impacts of COVID-19 pandemic on public transit demand in the United States297 cited
  • 2020Understanding public transport satisfaction in post COVID-19 pandemic193 cited
  • 2020Does the coronavirus pandemic level the gender inequality curve? (It doesn’t)147 cited
  • 2020Health inequity during the COVID-19 pandemic: a cry for ethical global leadership127 cited
  • 2021Time lag effects of COVID-19 policies on transportation systems: A comparative study of New York City and Seattle122 cited
  • 2021Conceptualizing Mobility Inequality: Mobility and Accessibility for the Marginalized97 cited
  • 2021Changes in mobility and socioeconomic conditions during the COVID-19 outbreak69 cited
  • 2021COVID-19 and social distancing: Disparities in mobility adaptation between income groups66 cited
  • 2019Modeling of transport demand – analyzing, calculating, and forecasting transport demand

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56 cited
  • 2021Spatial and social disparities in the decline of activities during the COVID-19 lockdown in Greater London50 cited
  • 2021Social inequalities in mobility during and following the COVID-19 associated lockdown of the Madrid metropolitan area in Spain48 cited
  • Cited by

    • 2023Scalable Inverse Uncertainty Quantification by Hierarchical Bayesian Modeling and Variational Inference19 cited
    • 2025COVID-19 pandemic and road infrastructure exerted stage-dependent spatiotemporal influences on inter-city road travel in China14 cited
    • 2024Multi-modal Machine Learning Investigation of Telework and Transit Connections5 cited
    • 2024Inferring in-home/out-of-home situations unreported in time-use surveys using supervised machine learning5 cited
    • 2024Analyzing Key Factors Influencing Human Mobility Before and During COVID ‐19 With Explainable Machine Learning4 cited
    • 2025Analyzing travel behavior differences across population groups: An explainable machine learning approach with big mobility data4 cited