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Assessing Social Experiments Using Apps: The Case of Car-Free Days in Bogotá

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  • Jorge A. Bonilla
  • Fernando Carriazo

Abstract

Nowadays, several Apps record real-time data from social networks that enrich users’ decision making. We argue that these data may also be used to better inform policy makers in the absence of monitoring data or as a complementary tool of measurement systems. This is the case of Waze, an App designed to facilitate access to information on real-time traffic conditions reported by users and based on navigation tools through Global Position System in smartphones. We collect traffic speeds reported by Waze and use air quality measurements from the Air Quality Network in Bogotá to assess the impact of car-free days, a social experiment in Bogotá, aimed at promoting the use of alternative transport modes rather than automobile travel, and temporally addressing congestion and air pollution. Our results suggest that car-free days improve traffic speed in 20% and local air quality, measured by particulate matter, in 2%, compared to classical working days.

Suggested Citation

  • Jorge A. Bonilla & Fernando Carriazo, 2018. "Assessing Social Experiments Using Apps: The Case of Car-Free Days in Bogotá," Documentos CEDE 16856, Universidad de los Andes, Facultad de Economía, CEDE.
  • Handle: RePEc:col:000089:016856
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    References listed on IDEAS

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    1. Maureen Cropper & Yi Jiang & Anna Alberini & Patrick Baur, 2014. "Getting Cars Off the Road: The Cost-Effectiveness of an Episodic Pollution Control Program," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 57(1), pages 117-143, January.
    2. Jeffrey M. Wooldridge, 2002. "Inverse probability weighted M-estimators for sample selection, attrition, and stratification," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 117-139, August.
    3. Allen Blackman & Francisco Alpízar & Fredrik Carlsson & Marisol Rivera Planter, 2018. "A Contingent Valuation Approach to Estimating Regulatory Costs: Mexico’s Day without Driving Program," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 5(3), pages 607-641.
    4. Gallego, Francisco & Montero, Juan-Pablo & Salas, Christian, 2013. "The effect of transport policies on car use: A bundling model with applications," Energy Economics, Elsevier, vol. 40(S1), pages 85-97.
    5. Janet Currie & Matthew Neidell, 2005. "Air Pollution and Infant Health: What Can We Learn from California's Recent Experience?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(3), pages 1003-1030.
    6. Gibson, Matthew & Carnovale, Maria, 2015. "The effects of road pricing on driver behavior and air pollution," Journal of Urban Economics, Elsevier, vol. 89(C), pages 62-73.
    7. Hahn, Jinyong & Todd, Petra & Van der Klaauw, Wilbert, 2001. "Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design," Econometrica, Econometric Society, vol. 69(1), pages 201-209, January.
    8. Gallego, Francisco & Montero, Juan-Pablo & Salas, Christian, 2013. "The effect of transport policies on car use: Evidence from Latin American cities," Journal of Public Economics, Elsevier, vol. 107(C), pages 47-62.
    9. Bonilla,Jorge A., 2016. "The more stringent, the better ? rationing car use in Bogota with moderate and drastic restrictions," Policy Research Working Paper Series 7846, The World Bank.
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    More about this item

    Keywords

    Apps; Waze; car speed; air pollution; car-free day; transport policy.;
    All these keywords.

    JEL classification:

    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy
    • R41 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Transportation: Demand, Supply, and Congestion; Travel Time; Safety and Accidents; Transportation Noise

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