Jin, Xia
- Associate Professor, Civil and Environmental Engineering , College of Engineering and Computing
Overview
overview
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Dr. Jin is an Assistant Professor with the Civil and Environmental Engineering at the Florida International University. Her research specializes in the areas of travel demand and behavior analysis that integrates econometric theory and discrete choice analysis to enhance the understanding of travel choice behavior in response to changes in the urban system. She has been focusing on land use-transportation interactions that enable explicit representation of the dynamic urban forms and the interactions between transportation, economic activities and land use. Her recent research also include travel survey methods that provide fundamental input for travel analysis, and geographic information systems (GIS) that brings advanced spatial analysis techniques and information system technologies into transportation solutions.
Previously, Dr. Jin provided modeling expertise to the New York Metropolitan Transportation Council (NYMTC) on various aspects of modeling operations and transportation planning. She supervised the recalibration and updating process of the travel demand model for the largest and most complex region in the country. Dr. Jin also led a series of research activities in proposing effective approaches to improving the regional demographic and land use forecasting practices, shaping the next generation of the regional model system, and designing the framework for a Transportation Information Gateway (TIG) that integrates GIS and information technologies to promote efficient and effective information dissemination, communication and visualization.
Dr. Jin received a Doctorate degree in Transportation Engineering after the Master's degrees in Transportation Engineering and Urban Planning from the University of Wisconsin – Milwaukee and a Bachelor's degree in Transportation Engineer from Xi'an University of Architecture and Technology.
research interests
- Travel Demand Modeling, Activity‐Travel Behavior Analysis, Land Use‐Transportation Interactions, Geographic Information Systems, Travel Surveys, and Intelligent Transportation Systems
Scholarly & Creative Works
selected publications
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Article
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2022Investigating Older Adults' Propensity toward Ridesourcing ServicesFull Text via DOI: 10.1061/JTEPBS.0000715
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2022Injury Severity Analysis for Large Truck-Involved Crashes: Accounting for HeterogeneityFull Text via DOI: 10.1177/03611981221091562 Web of Science: 000800478000001
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2022Propensity toward Ridesourcing: The Impacts of Previous Experience and Mode DependencyFull Text via DOI: 10.1061/JTEPBS.0000647 Web of Science: 000756524700004
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2021Heterogeneity in Generational Effects: Case Study of Ride-hailing Behavior Among MillennialsFull Text via DOI: 10.1177/03611981211057530 Web of Science: 000727862100001
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2021What Drives Commuters to Pay for Autonomous Vehicles?Full Text via DOI: 10.1177/03611981211058095 Web of Science: 000727866600001
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2021Exploring the attitudes of Millennials and Generation Xers toward ridesourcing servicesFull Text via DOI: 10.1007/s11116-021-10227-y Web of Science: 000695371900001
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2021Analysis of Fatal Truck-Involved Work Zone Crashes in Florida: Application of Tree-Based ModelsFull Text via DOI: 10.1177/03611981211033278 Web of Science: 000685634200001
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2021Transit-oriented development form on traffic assignment, transit and land-use featuresFull Text via DOI: 10.1680/jurdp.21.00013 Web of Science: 000698603500003
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2021Mode choice behavior for access and egress connection to transit servicesFull Text via DOI: 10.1016/j.ijtst.2020.11.004
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2020Adoption and willingness to pay for autonomous vehicles: Attitudes and latent classesFull Text via DOI: 10.1016/j.trd.2020.102611 Web of Science: 000597229800005
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2020Investigating generational disparities in attitudes toward automated vehicles and other mobility optionsFull Text via DOI: 10.1016/j.trc.2020.102836 Web of Science: 000600411500008
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2020Propensity toward ride-sourcing: Desired savings in travel time and mobility cost to switch from private mobilityFull Text via DOI: 10.1016/j.trc.2020.102883 Web of Science: 000600410700006
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2020Role of Attitudes in Transit and Auto Users' Mode Choice of RidesourcingFull Text via DOI: 10.1177/0361198120941841 Web of Science: 000563485400001
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2020Examining human attitudes toward shared mobility options and autonomous vehiclesFull Text via DOI: 10.1016/j.trf.2020.05.001 Web of Science: 000549399900011
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2020Severity analysis for large truck rollover crashes using a random parameter ordered logit modelFull Text via DOI: 10.1016/j.aap.2019.105355 Web of Science: 000512221300026
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2020Incorporating habitual behavior into Mode choice Modeling in light of emerging mobility servicesFull Text via DOI: 10.1016/j.scs.2019.101735 Web of Science: 000504058400049
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2019Clustering Approach toward Large Truck Crash AnalysisFull Text via DOI: 10.1177/0361198119839347 Web of Science: 000487035700007
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2019Incorporating Attitudinal Factors to Examine Adoption of and Willingness to Pay for Autonomous VehiclesFull Text via DOI: 10.1177/0361198119839987 Web of Science: 000487035700038
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2019Time geography of daily activities: A closer look into telecommute impactsFull Text via DOI: 10.1016/j.tbs.2019.04.009 Web of Science: 000471170100011
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2018Trip misreporting forecast using count data model in a GPS enhanced travel surveyFull Text via DOI: 10.1007/s11116-017-9782-2 Web of Science: 000452336700007
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2018An evaluation of part-day telecommute impacts on work trip departure timesFull Text via DOI: 10.1016/j.tbs.2017.04.002 Web of Science: 000434667700010
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2018Incorporating attitudinal aspects in roadway pricing analysisFull Text via DOI: 10.1016/j.tranpol.2017.03.020 Web of Science: 000425072200006
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2018An investigation of tour generation models combining two waves of household travel surveys through pooled modelsFull Text via DOI: 10.1080/03081060.2018.1435415 Web of Science: 000426957500001
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2017Valuation of travel time reliability in freight transportation: A review and meta-analysis of stated preference studiesFull Text via DOI: 10.1016/j.tra.2016.08.001 Web of Science: 000404708300017
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2017Impacts of Telecommuting on Nonmandatory Activity Participation Role of EndogeneityFull Text via DOI: 10.3141/2666-06 Web of Science: 000413632100006
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2017Value of Reliability for Road Freight Transportation Evidence from a Stated Preference Survey in FloridaFull Text via DOI: 10.3141/2610-05 Web of Science: 000413450100006
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2016Investigating preference heterogeneity in Value of Time (VOT) and Value of Reliability (VOR) estimation for managed lanesFull Text via DOI: 10.1016/j.tra.2016.10.022 Web of Science: 000389089700044
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2016A decision aid GIS-based risk assessment and vulnerability analysis approach for transportation and pipeline networksFull Text via DOI: 10.1016/j.ssci.2015.11.018 Web of Science: 000370106700006
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2016Examination of the Impacts of Telecommuting on the Time Use of Nonmandatory ActivitiesFull Text via DOI: 10.3141/2566-09 Web of Science: 000389294800010
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2016Exploring the Potential of Mobile Phone Data in Travel Pattern AnalysisFull Text via DOI: 10.3141/2594-04 Web of Science: 000387200800005
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2016Market Penetration Model for Autonomous Vehicles on the Basis of Earlier Technology Adoption ExperienceFull Text via DOI: 10.3141/2597-09 Web of Science: 000385906900010
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2015Toward a Comprehensive Telecommuting Analysis Framework Setting the Conceptual OutlineFull Text via DOI: 10.3141/2496-01 Web of Science: 000367639100002
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2014Choice, Frequency, and Engagement Framework for Telecommuting Behavior Analysis and ModelingFull Text via DOI: 10.3141/2413-11 Web of Science: 000341899600011
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2011Propensity to telecommute: Exploring the national household travel surveyFull Text via DOI: 10.3141/2231-14
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2009Experiment to improve estimation of vehicle queue length at metered on-rampsFull Text via DOI: 10.3141/2099-04
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2008Tour-based time-of-day choices for weekend nonwork activitiesFull Text via DOI: 10.3141/2054-05
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2008Methodologies for estimating vehicle queue length at metered on-rampsFull Text via DOI: 10.3141/2047-09
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Book
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2016Comprehensive Review of Travel Behavior and Mobility Pattern Studies That Used Mobile Phone DataFull Text via DOI: 10.3141/2563-11 Web of Science: 000388158400009
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2014Comprehensive Framework for Planning and Assessment of Traffic Incident Management ProgramsFull Text via DOI: 10.3141/2470-01 Web of Science: 000351880200002
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Book Chapter
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2014Understanding Trip Misreporting Behavior Using Global Positioning System-Assisted Household Travel Survey. 91-103.Full Text via DOI: 10.4018/978-1-4666-6170-7.ch006 Web of Science: 000363211700008
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Conference
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2020Exploring Crash Causation for Large Truck-Involved Accidents: A Hierarchical Framework. 363-375.Web of Science: 000629135000032
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2020Injury Severity of Pedestrian and Bicyclist Crashes Involving Large Trucks. 110-122.Web of Science: 000629137600010
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2020
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2017Relationships Among Detector Volume, Speed and Occupancy along Signalized Arterials. 1072-1080.Web of Science: 000413689400172
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2017Examining methodological issues on combined RP and SP data. 2335-2348.Full Text via DOI: 10.1016/j.trpro.2017.05.218 Web of Science: 000404963802031
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2017Understanding Immigrants' Mode Choice behavior in Florida: Analysis of Neighborhood Effects and Cultural Assimilation. 3083-3099.Full Text via DOI: 10.1016/j.trpro.2017.05.319 Web of Science: 000404963803012
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2014Understanding trip misreporting in household travel surveys by comparing gps-assisted and diary-based samples. 3401-3412.Full Text via DOI: 10.1061/9780784413623.326
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2008Reforming ramp meter queue override. 5151-5155.
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2001A flexible image retrieval and multimedia presentation management system for multimedia databases. 601-602.Full Text via DOI: 10.1145/500249.500255
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2001A flexible image retrieval and multimedia presentation management system for multimedia databases. 601-602.Full Text via DOI: 10.1145/500141.500255
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Other Scholarly Work
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2017Introduction to the special issue on computer vision in road safety and intelligent trafficFull Text via DOI: 10.1186/s13640-017-0166-5 Web of Science: 000397040200001
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Preprint
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2022Impacts of E-commerce on Shopping Trips for Non-grocery Experience GoodsFull Text via DOI: 10.21203/rs.3.rs-1808503/v1
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2022Online and In-Store Shopping Interactions for Non-Essential Experience GoodsFull Text via DOI: 10.2139/ssrn.4117496
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Research
principal investigator on
- Assessment of the Mobility Energy Productivity (MEP) Metric for Transportation Applications in Florida awarded by U.S. Department of Transportation 2021 - 2023
- Assessing the Impacts of Autonomous Connected Electric and Shared (ACES) Mobility on Travel Demand awarded by U.S. Department of Transportation 2021 - 2022
- NYMTC Planning 2017 - Support for NYBPM 2019 Base Year Update awarded by New York Metropolitan Transportation Cou 2020 - 2022
- Investigation of E-Commerce Enabled Freight Demand and Activities in Residential Areas awarded by Florida Department of Transportation 2020 - 2022
- Evaluation and Enhancement of the Florida Statewide Model awarded by U.S. Department of Transportation 2019 - 2021
- Identifying and Tracking Emerging Transportation Trends and Indicators awarded by U.S. Department of Transportation 2019 - 2021
- A Synthesis on Data Mining Methods and Applications for Automated Fare Collection (AFC) Data awarded by U.S. Department of Transportation 2019 - 2021
- Evaluating the Propensity toward Telecommuting awarded by Florida Department of Transportation 2020
- Assessing the Health Impacts of Transportation Projects: Synthesis and Framework Development awarded by Florida Department of Transportation 2019 - 2020
- The Impacts of Emerging Mobility Options and Vehicle Technologies on Travel Behavior awarded by Florida Department of Transportation 2018 - 2020
- Transportation Statistics Support - FDOT D4 awarded by CTS Engineering Inc 2016 - 2020
- Incorporating Reliability Measures into Freight Project Prioritization Decision Support System awarded by U.S. Department of Transportation 2018 - 2020
- New York Best Practice Model 2012 Base Year Update awarded by Federal Transit Administration 2016 - 2019
- Large Truck Crash Analysis for Freight Mobility and Safety Enhancement in Florida awarded by U.S. Department of Transportation 2016 - 2019
- Incorporating Transit Service Decisions into Express Lane Programs awarded by U.S. Department of Transportation 2015 - 2018
- Implications of Automated Vehicles on Travel Behavior awarded by U.S. Department of Transportation 2016 - 2018
- Regional Establishment Survey awarded by New York Metropolitan Transportation Cou 2013 - 2017
- Examining the Value of Travel Time Reliability for Freight Transportation to Support Freight Planning and Decision-Making awarded by U.S. Department of Transportation 2014 - 2016
- Investigating the Value of Time and Value of Reliability for Managed Lanes awarded by U.S. Department of Transportation 2014 - 2015
- Towards a Holistic Understanding of Quality of Life: An Analysis of Activity-Travel Patterns on Non- Mid-week Days awarded by U.S. Department of Transportation 2012 - 2015
- STRIDE Summer Internship 2015 awarded by U.S. Department of Transportation 2015
- A Synthesis of the "State-of-the-Practice for Advancing Planning and Operations Integration Opportunities within Transportation Agencies" awarded by U.S. Department of Transportation 2014
- BPM Base Year Update and Validation awarded by New York Metropolitan Transportation Cou 2012 - 2014
- Traffic Incident Management Program Assessment and Performance Measures awarded by Florida Department of Transportation 2012 - 2014
- Planning for Incorporating Ancillary Demands in the Next Generation FSUTMS awarded by Florida Department of Transportation 2013 - 2014
- Ramp Metering Feasibility Study on I-95 for South Florida awarded by Florida Department of Transportation 2012 - 2013
co-principal investigator on
- FIU Professional Development & Participation in Southeastern Transportation Research, Innovation, Development and Education Center (STRIDE) Internal Steering Committee awarded by U.S. Department of Transportation 2017 - 2023
- Assessment of the Mobility Energy Productivity (MEP) Metric for Transportation Applications in Florida awarded by U.S. Department of Transportation 2021 - 2023
- Consequence Based Route Selection for Hazardous Material Cargo: GIS-Based Time Progression of Environmental Impact Radius of Accidental Spills awarded by U.S. Department of Transportation 2012 - 2015
subproject principal investigator on
- FIU Professional Development & Participation in Southeastern Transportation Research, Innovation, Development and Education Center (STRIDE) Internal Steering Committee awarded by U.S. Department of Transportation 2017 - 2023
- Tier I University Transportation Center (UTC) Program Support awarded by U.S. Department of Transportation 2012 - 2017
investigator on
- District 11 Strategic Development Plan awarded by Lennar Homes 2013 - 2015
Contact
full name
- Xia Jin
Identifiers
ORCID iD
- https://orcid.org/0000-0002-8660-3528 (confirmed)
visualizations
publication subject areas
Citation index-derived subject areas the researcher has published in