Associate Professor
Hampton K. and Margaret Frye Snell Endowed Chair in Transportation

Junfeng Jiao is an associate professor in the Community and Regional Planning program and founding director of Urban Information Lab at UTSOA. 

His research focuses on urban informatics/big data, smart city and shared mobility. He has used different technologies (GIS, GPS, Drone, smart phone, social media, wearable devices, etc.) to quantify cities and understand their impacts on people’s behaviors. He has investigated 311 calls' spatial distribution, Uber's price surge, Airbnb's spatial clustering, People’s perception of cities in cyber space, E-scooters' spatial-temporal pattern, and bike sharing travels. He firstly coined the term of Transit Desert and measured it in all major US cities. His works were widely reported by the Associated Press, CNN, US News, Yahoo, MSN, NBC, NPR, USA today, Finance and Commerce, City Lab, The Conversation, Chicago Tribute, San Francisco Chronicle, LA Times, Seattle Times, Seattle Met, Dallas News, Houston Chronicle, Austin Statesman, Texas Tribune, Wired and many other news outlets.

He has worked on projects funded by the NIH, USDOT, UT Austin, Intel, Google, WSDOT, RWJF, and others.  These works have been published in journals like Journal of the American Planning Association, Journal of Planning Education and Research, Cities, Journal of Urban Design, Journal of Urban Technology, Land Use Policy, American Journal of Public Health, Journal of Transport and Land Use, and Journal of Public Transportation etc.  
 
He is the co-chair for The Analytical Methods, Technology, & Society​ track at the ACSP conference and on the editorial board of Journal of Urban TechnologyTransportation Research Part D, Journal of Transport and Land Use, PLOS one, and AIMS Public Health. He published six book chapters through the Springer and Routledge.

He is a recipient for CM2 University Transportation Center Best Equity Project Award, UTSOA Research Excellence Award, UT Provost Experiential Learning Award, and UT President Award for Global Learning. 
 

Education

  • Ph.D. Urban Planning, University of Washington, 2010
  • M.S. Transportation Engineering, University of Washington, 2009
  • M.S. Geographic Information System, University of Twente, 2004
  • M.E. Architectural Design, Wuhan University, 2004
  • B.E. Urban Planning,Wuhan University, 2001

Publications

(students co-authors are italicized

Journal Publications:

  1. Feng, C., Jiao, J. and Wang, H. (accepted).Estimating e-scooter traffic flow using big data to support planning for micromobility. Journal of Urban Technology. 
  2. Feng, C., & Jiao, J. (accepted). Predicting and mapping neighborhood-scale health outcomes: A machine learning approach. Computers, Environment and Urban Systems. 
  3. Wu, H., Chen, Y., Zhang, Z., and Jiao, J. (accepted). The impact of street characteristics on older pedestrians’ perceived safety in Shanghai, China. Journal of Transport and Land Use.
  4. Bai, S. & Jiao, J. (2020).From Shared Micro-Mobility to Shared Responsibility: Using Crowdsourcing to Understand Dockless Vehicle Violations in Austin, Texas. Journal of Urban Affairs. https://doi.org/10.1080/07352166.2020.1798244
  5. Bai, S. & Jiao, J. (2020). Dockless E-scooter Usage Patterns and Urban Built Environments: A Comparison Study of Austin, TX, and Minneapolis, MN. Travel Behavior and Society. 20, 264-272.
  6. Cai, M., Jiao, J., Liu, Y., and Luo, M., (2020). Identifying Transit Deserts for Low-Income Commuters in Wuhan Metropolitain Area, China. Transportation Research Part D. 82, 1-11.
  7. Jiao, J. & Wang, F. (2020).Shared Mobility and Transit-dependent Population: A New Equity Opportunity or Issue? International Journal of Sustainable Transportationhttps://doi.org/10.1080/15568318.2020.1747578
  8. Jiao, J., & Bai, S., (2020). Understanding the Shared E-scooter Travels in Austin, TX. ISPRS International Journal of Geo-Information. 9(2), 135; https://doi.org/10.3390/ijgi9020135
  9. Boeing, G., Wegmann, J., & Jiao, J., (2020). Rental Housing Spot Markets: How Online Information Exchanges Can Supplement Transacted-Rents Data. Journal of Planning and Education Research. https://doi.org/10.1177/0739456X20904435
  10. Jiao, J. & Cai, M. (2020). Using Open Source Data to Identify Transit Deserts in Four Major Chinese Cities. ISPRS International Journal of Geo-Information. 9 (2), 100.
  11. Jiao, J., & Bai, S., (2020). An Empirical Analysis of Airbnb Listings in Forty Major American Cities, Cities. 
    https://doi.org/10.1016/j.cities.2020.102618
  12. Jiao, J., Bischak, C., Hyden, S., (2020). The Impact of Shared Mobility on Trip Generation Behavior in the US: Findings from the 2017 National Household Travel Survey. Travel Behaviour and Society. 19, 1-7.
  13. Alcorn, L. & Jiao,J., (2019). Bike Sharing Station Usage and the Surrounding Built Environments in Major Texas Cities. Journal of Planning and Education Researchhttps://doi.org/10.1177/0739456X19862854
  14. Xie, B., Jiao, J., An, Z., Zheng, Y., & Li., Z. (2019). Deciphering the stroke–built environment nexus in transitional cities. Cities. https://doi.org/10.1016/j.cities.2019.05.035.
  15. Jiao, J., & Bai, S.(2019).Cities reshaped by Airbnb: A Case Study in New York City, Chicago, and Los Angeles. Environment and Planning A: Economy and Space. https://doi.org/10.1177/0308518X19853275
  16. France-Mensah, J., OBrien, W.,  Kothari, C., Jiao, J.(2019). Integrating Social Equity inHighway Maintenance and Rehabilitation Programming: A Quantitative Approach. Sustainable Cities and Societyhttps://doi.org/10.1016/j.scs.2019.101526
  17. Wu,H.,Chen,Y.,Jiao,J.(2019).The Impact of Neighborhood Built Environments on Shopping Travel Modes in Shanghai, China. Transportation Research Record: Journal of the Transportation Research Board. https://doi.org/10.1177/0361198119844969
  18. Yunda, J.,& Jiao, J.  (2019). Zoning Changes and Social Diversity in New York City, 1990 – 2015. Journal of Urbanismhttps://doi.org/10.1080/17549175.2018.1562488
  19. Griffin, G., & Jiao, J. (2019). The Geography and Equity of Crowdsourced Public Participation for Active Transportation Planning. Transportation Research Record: Journal of the Transportation Research Board. https://doi.org/10.1177/0361198118823498. 
  20. Zhao, X., Chen, P., Jiao, J., Chen, X.,, & Bischak, C. (2019). How Does ‘Park and Ride’ Perform? A Longitudinal Evaluation. Journal of Transport Policy. 74:15-23.
  21. Chen, Z. Zhang, Y.H., Liu, S., & Jiao, J., (2018). Management of Health-Enhancing Recreation Resource in Urban Green Spaces: A Lesson from American Park Rx Program. Journal of Urban and Regional Planning. 10(4): 100-116. (In Chinese).
  22. Chen, P., Jiao, J., Xu, M., Gao, X.,& Bischak, C. (2018). Promoting Active Student Travel: A Longitudinal Study. Journal of Transport Geography. 70, 265-274.
  23. Jiao, J. (2018). Investigating Uber Price Surges During a Special Event in Austin, TX. Research in Transportation and Business Management. https://doi.org/10.1016/j.rtbm.2018.02.008 
  24. Sun, F., Chen,P., & Jiao, J. (2018). Promoting Public Biking Sharing: A Lesson from the Unsuccessful Pronto System. Transportation Research Part D. 63, 533-547. 
  25. Griffin, G., & Jiao, J. (2018). Crowdsourcing Bike Share Station Locations: Evaluating Participation and Placement. Journal of the American Planning Association. https://doi.org/10.1080/01944363.2018.1476174
  26. Sun, F., Wang, Z., Gao, X., Jiao, J., & Tao, Z. (2018), Built Environment Effects on Bike Crash Frequency and Risk in Beijing. Journal of Safety Research. 64, 135-143. 
  27. Yu, H. , Jiao, J., Houston, E., & Peng, Z. (2018). Evaluating The Relationship Between Rail Transit and Industrial Agglomeration: An Observation From the Dallas-Fort Worth Region, TX. Journal of Transport Geography. 67. 33-52. 
  28. Chen, P., Ding, C., & Jiao, J.  (2018). Non-linear Effects of the Built Environment on Automobile-Involved Pedestrian Crash Frequency: A Machine Learning Approach. Accident Analysis & Prevention. 112, 116-126. 
  29. Wegmann, J., & Jiao, J. (2017). Taming Airbnb: Toward Guiding Principles for Local Regulation of UrbanVacation Rentals Based on Empirical Results from Five US Cities. Land Use Policy. 69, 494-501.
  30. Jiao, J., Holmes, M., & Griffin, G.  (2017). Revisiting Images of the City in Cyberspace: Analysis of Spatial Twitter Messages During a Special Event. Journal of Urban Technology. DOI:10.1080/10630732.2017.1348881. 
  31. Choi, K., Jiao, J., & Zhang, M. (2017). Reducing Vehicle Travel for the Next Generation: Lessons from the 2001 and 2009 National Household Travel Surveys. Journal of Urban Planning and Development. 143(4), 1-9. 
  32. Jiao, J., Chen, Y., & He, N. (2017). Plan Pedestrian Friendly Environments around Subway Stations: Lessons from Shanghai, China. Journal of Urban Design. 22(6), 796-811. 
  33. Jiao, J. (2017). Identifying Transit Deserts in Major Texas Cities Where the Supplies Missed the Demands. Journal of Transport and Land Use. 10(1), 529-540. 
  34. Jiao, J. (2016). Measuring Vulnerable Population’s Healthy and Unhealthy Food Access in Austin, Texas. AIMS Public Health. 3(4), 722-732. 
  35. Jiao, J., Moudon, A.V., & Drewnowski, A. (2016). Does Urban Form Influence Grocery Shopping Frequency? A Study from Seattle, Washington. International Journal of Retail and Distribution Management. 44(9), 903-922. 
  36. Jiao, J., Drewnowski A., Moudon, A.V., Aggarwal, A., Oppert, J.M., Charreire, H., & Chais, B. (2016). The Impact of Area Residential Property Values on Self-Rated Health: A Cross-Sectional Comparative Study of Seattle and Paris. Preventive Medicine Reports. 4, 68-74. 
  37. Radil, S.,& Jiao, J. (2016). Public Participatory GIS and the Geography of Inclusion. The Professional Geographer. 68(2), 202-210. 
  38. Jiao, J., Moudon A.V., Kim, S., Hurvitz, P., & Drewnowski, A. (2015). Health Implications of Adults’ Eating at Versus Living Near Fast Food or Quick Service Restaurants. Nutrition and Diabetes. 5 (e171), 1-6. 
  39. Jiao, J. (2015). Introduction to AIMS Special Issue "Obesity and Food Intake in Vulnerable Populations". AIMS Public Health. 2(1), 161-162. 
  40. Pang, H., & Jiao, J.  (2015). Impacts of Beijing Bus Rapid Transit on Pre-Owned Home Values. Journal of Public Transportation.18(2), 34-44. 
  41. Griffin, G., & Jiao, J. (2015). Where does Bicycling for Health Happen? Analyzing Volunteered Geographic Information through Place and Plexus. Journal of Transport & Health. 2(2), 238-247. 
  42. Griffin, G., & Jiao, J. (2015). Crowdsourcing Bicycle Volumes: Exploring the Role of Volunteered Geographic Information and Established Monitoring Methods. URISA Journal 27(1), 57-66. 
  43. Aggarwal, A., Cook, A., Jiao, J., Seguin, R., Moudon, A.V., Hurvitz, P., & Drewnowski, A. (2014). Access to Supermarkets and Fruit and Vegetable Consumption. American Journal of Public Health. 104 (5), 917-923. 
  44. Drewnowski, A., Moudon, A.V., Jiao, J., Aggarwal, A., Charreire, H., & Chaix, B. (2014). Food Shopping Behaviors and Socioeconomic Status (SES) Influence on Obesity Rates in Seattle and in Paris. International Journal of Obesity. 38(2), 306-314. 
  45. Jiao, J., Harbin, J., & Li, Y. (2013). Fast Tracks: A Comparison of High Speed Rail in China, Europe, and the United States. Journal of Transportation Technology, 3(2a), 57-62. 
  46. Jiao, J., & Dillivan, M. (2013). Transit Deserts: The Gap Between Demand and Supply. Journal of Public Transportation. 16(3), 23-39. 
  47. Li, Y., Liu,Y., & Jiao, J. (2013). A GIS-based Suitability Analysis of Xiamen’s Green Space in Parks for Earthquake Disaster Prevention and Refuge. Urban Planning and Design Research, 1(1), 1-8. 
  48. Jiao, J., Moudon, A.V., Ulmer, J., Hurvitz, P., & Drewnowski, A. (2012). How to Identify Food Deserts: Measuring Physical and Economic Access to Supermarkets in King County, WA. American Journal of Public Health, 102 (10), e32-e39. 
  49. Li, Y., Li, M., & Jiao, J.  (2012). Land Use Change and Rangeland Sandification Research in an Ecologically Fragile Zone, Taking Shiqu County as an Example.  International Journal of Digital Content Technology and its Application, 6 (18): 203-210. 
  50. Jiao, J., Moudon, A.V., & Drewnowski, A. (2011). Grocery Shopping: How Individuals and Built Environments Influence Travel Mode Choice. Transportation Research Record: Journal of the Transportation Research Board, 2230, 85-95. 
  51. Moudon, A.V., Lin, L., Jiao, J., Hurvitz, P., & Reeves, P. (2011). The Risk of Pedestrian Injury and Fatality in Collisions with Motor Vehicles; A Social Ecological Study of State Routes and City Streets in King County, Washington. Accident Analysis & Prevention, 43(1), 11-24. 
  52. Bing, H., & Jiao, J. (2003). Urban Development Predictions, Cellular Automata Model and Transition Rules. Engineering Journal of Wuhan University, 36 (z2), 379-381 (In Chinese). 
  53. Shang, T., & Jiao, J. (2002). A New Urban Planning Support System based on GIS and 3D Modeling Technologies. Engineering Journal of Wuhan University, 35 (5), 37-39 (In Chinese). 

Book Chapters: 

  1. Jiao, J., & Wegmann, J. (2017). Urban Vacation Rentals and the Housing Market: Boon or Bane in the Millennial City? In Moos et al. (eds), The Millennial City: Trends, Implications, and Prospects for Urban Planning and Policy  (pp. 167-179). New York, NY: Routledge. 
  2. Jiao, J., Radil, S., Harbin, J., & Li., Y. (2015). A People’s Atlas of Muncie: Citizen Representations of Urban Space. In Chen et al. (eds.), Building Resilient Cities in China; The Nexus between Planning and Science (pp 109-117). New York, NY: Springer. 
  3. Li, Y., He, L., Jiao, J.,  & Shen, G. (2015). A Quantitative Study of Housing Price based on a Huff Model and Hedonic Method. In Chen et al. (eds.), Building Resilient Cities in China; The Nexus between Planning and Science (pp 207-221). New York, NY: Springer. 
  4. Jiao, J., Phelps, T., & Li, Y. (2015). Storm Preparedness: A Case Study of Delaware County, Indiana. In Chen et al. (eds.), Building Resilient Cities in China; The Nexus between Planning and Science (pp 235-243). New York, NY: Springer. 
  5. Jiao, J.,  Moudon, A.V., &  Li, Y. (2013).  Locations with Frequent Pedestrian-Vehicle Collisions: Their Transportation and Neighborhood Environment Characteristics in Seattle and King County, Washington. In Geertman et al. (eds.), Planning Support Systems for Sustainable Urban Development (Volume 195, pp 281-296). New York, NY: Springer. 
  6. Jiao, J., & Boerboom, L. (2006). Transition Rule Elicitation Methods for Urban Cellular Automata Models. Leeuwen, J. and  Timmermans, H. (eds), Innovations in Design & Decision Support Systems in Architetcure and Urban Planning (pp. 53-68). New York, NY: Springer.

Peer Reviewed Conference Proceedings:

  1. Chen, Y., Jiao, J., Mao, J.,& Wu, H. (2017). Understanding Pedestrians’ Travel Behavior in Large Chinese Cities, A Case Study of Shanghai Central City,  Transportation Research Procedia. 25, 2292-2301. 
  2. Jiao, J., & Li, Y. (2012). The Influence of Built Environments on Grocery Shopper’s Destination Choice: A Case Study of Seattle. The 6th International Association for China Planning Conference (IACP) Proceedings (pp. 29-34).2012 IEEE Xplore. DOI: 10.1109/IACP.2012.6342985.
  3. Li, Y., He, L., & Jiao, J. (2012). A Spatial Analysis of Housing Prices in Chinese Coastal Cities: A Case Study of Xiamen, China. The 6th International Association for China Planning Conference (IACP) Proceedings (pp. 144-148). 2012 IEEE Xplore. DOI: 10.1109/IACP.2012.6342973
photo of Junfeng Jiao
  • Urban Informatics, Smart City, Transportation Technology, Shared Mobility