Notching for free: Do cyclists reveal the opportunity cost of time?
Author
Abstract
Suggested Citation
DOI: 10.1016/j.jeem.2023.102817
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Nicholas Buchholz & Laura Doval & Jakub Kastl & Filip Matějka & Tobias Salz, 2020. "Personalized Pricing and the Value of Time: Evidence from Auctioned Cab Rides," NBER Working Papers 27087, National Bureau of Economic Research, Inc.
- Ariel Goldszmidt & John A. List & Robert D. Metcalfe & Ian Muir & V. Kerry Smith & Jenny Wang, 2020.
"The Value of Time in the United States: Estimates from Nationwide Natural Field Experiments,"
NBER Working Papers
28208, National Bureau of Economic Research, Inc.
- Goldszmidt, Ariel & List, John A. & Metcalfe, Robert D. & Muir, Ian & Smith, V. Kerry & Wang, Jenny, 2020. "The Value of Time in the United States: Estimates from Nationwide Natural Field Experiments," RFF Working Paper Series 20-23, Resources for the Future.
- Ariel Goldszmidt & John List & Robert Metcalfe & Ian Muir & Jenny Wang, 2020. "The Value of Time in the United States: Estimates from Nationwide Natural Field Experiments," Natural Field Experiments 00720, The Field Experiments Website.
- Ariel Goldszmidt & John A. List & Robert D. Metcalfe & Ian Muir & V. Kerry Smith & Jenny Wang, 2020. "The Value of Time in the United States: Estimates from Nationwide Natural Field Experiments," Working Papers 2020-179, Becker Friedman Institute for Research In Economics.
- Rudy Douven & Ron van der Heijden & Thomas McGuire & Frederik T. Schut, 2017. "Premium Levels and Demand Response in Health Insurance: Relative Thinking and Zero-Price Effects," NBER Working Papers 23846, National Bureau of Economic Research, Inc.
- Rudy Douven & Ron van der Heijden & Thomas McGuire & Erik Schut, 2017. "Premium levels and demand response in health insurance: relative thinking and zero-price effects," CPB Discussion Paper 366.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
- Lew, Daniel K. & Larson, Douglas M., 2005. "Accounting for stochastic shadow values of time in discrete-choice recreation demand models," Journal of Environmental Economics and Management, Elsevier, vol. 50(2), pages 341-361, September.
- Raj Chetty & Adam Looney & Kory Kroft, 2009.
"Salience and Taxation: Theory and Evidence,"
American Economic Review, American Economic Association, vol. 99(4), pages 1145-1177, September.
- Raj Chetty & Adam Looney & Kory Kroft, 2007. "Salience and Taxation: Theory and Evidence," NBER Working Papers 13330, National Bureau of Economic Research, Inc.
- Looney, Adam & Kroft, Kory & Chetty, Raj, 2009. "Salience and Taxation: Theory and Evidence," Scholarly Articles 9748525, Harvard University Department of Economics.
- Raj Chetty & Kory Kroft & Adam Looney, 2009. "Salience and taxation: theory and evidence," Finance and Economics Discussion Series 2009-11, Board of Governors of the Federal Reserve System (U.S.).
- Bastani, Spencer & Selin, Håkan, 2014.
"Bunching and non-bunching at kink points of the Swedish tax schedule,"
Journal of Public Economics, Elsevier, vol. 109(C), pages 36-49.
- Bastani, Spencer & Selin, Håkan, 2011. "Bunching and Non-Bunching at Kink Points of the Swedish Tax schedule," Working Paper Series, Center for Fiscal Studies 2011:12, Uppsala University, Department of Economics.
- Spencer Bastani & Håkan Selin, 2012. "Bunching and Non-Bunching at Kink Points of the Swedish Tax Schedule," CESifo Working Paper Series 3865, CESifo.
- Michael L. Anderson, 2014.
"Subways, Strikes, and Slowdowns: The Impacts of Public Transit on Traffic Congestion,"
American Economic Review, American Economic Association, vol. 104(9), pages 2763-2796, September.
- Michael L. Anderson, 2013. "Subways, Strikes, and Slowdowns: The Impacts of Public Transit on Traffic Congestion," NBER Working Papers 18757, National Bureau of Economic Research, Inc.
- Emmanuel Saez, 2010.
"Do Taxpayers Bunch at Kink Points?,"
American Economic Journal: Economic Policy, American Economic Association, vol. 2(3), pages 180-212, August.
- Emmanuel Saez, 1999. "Do Taxpayers Bunch at Kink Points?," NBER Working Papers 7366, National Bureau of Economic Research, Inc.
- Kahn, Matthew & Wolak, Frank, 2013. "Using Information to Improve the Effectiveness of Nonlinear Pricing: Evidence from a Field Experiment," MPRA Paper 106089, University Library of Munich, Germany.
- Nathan W. Chan & Casey J. Wichman, 2020. "Climate Change and Recreation: Evidence from North American Cycling," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(1), pages 119-151, May.
- James M. Sallee, 2014.
"Rational Inattention and Energy Efficiency,"
Journal of Law and Economics, University of Chicago Press, vol. 57(3), pages 781-820.
- James M. Sallee, 2013. "Rational Inattention and Energy Efficiency," NBER Working Papers 19545, National Bureau of Economic Research, Inc.
- Wolff, Hendrik, 2014. "Value of time: Speeding behavior and gasoline prices," Journal of Environmental Economics and Management, Elsevier, vol. 67(1), pages 71-88.
- Wichman, Casey J., 2014. "Perceived price in residential water demand: Evidence from a natural experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 107(PA), pages 308-323.
- Feather, Peter & Shaw, W. Douglass, 1999.
"Estimating the Cost of Leisure Time for Recreation Demand Models,"
Journal of Environmental Economics and Management, Elsevier, vol. 38(1), pages 49-65, July.
- Feather, Peter & Shaw, W. Douglass, 1998. "Estimating The Cost Of Leisure Time For Recreation Demand Models," 1998 Annual meeting, August 2-5, Salt Lake City, UT 20855, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
- Kenneth E. McConnell & Ivar Strand, 1981. "Measuring the Cost of Time in Recreation Demand Analysis: An Application to Sportfishing," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 63(1), pages 153-156.
- Marc F. Bellemare & Casey J. Wichman, 2020. "Elasticities and the Inverse Hyperbolic Sine Transformation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(1), pages 50-61, February.
- Wichman, Casey J., 2017.
"Information provision and consumer behavior: A natural experiment in billing frequency,"
Journal of Public Economics, Elsevier, vol. 152(C), pages 13-33.
- Wichman, Casey J., 2015. "Information Provision and Consumer Behavior: A Natural Experiment in Billing Frequency," RFF Working Paper Series dp-15-35, Resources for the Future.
- Wichman, Casey J., 2016. "Information Provision and Consumer Behavior: A Natural Experiment in Billing Frequency," RFF Working Paper Series dp-15-35-rev, Resources for the Future.
- Onji, Kazuki, 2009.
"The response of firms to eligibility thresholds: Evidence from the Japanese value-added tax,"
Journal of Public Economics, Elsevier, vol. 93(5-6), pages 766-775, June.
- Kazuki Onji, 2008. "The Response of Firms to Eligibility Thresholds : Evidence from the Japanese Value-Added Tax," Finance Working Papers 21965, East Asian Bureau of Economic Research.
- Kazuki Onji, 2008. "The Response of Firms to Eligibility Thresholds: Evidence from the Japanese Value-Added Tax," Asia Pacific Economic Papers 370, Australia-Japan Research Centre, Crawford School of Public Policy, The Australian National University.
- Buchholz, Nicholas & Doval, Laura & Kastl, Jakub & Matejka, Filip & Salz, Tobias, 2020.
"The Value of Time: Evidence From Auctioned Cab Rides,"
CEPR Discussion Papers
14666, C.E.P.R. Discussion Papers.
- Nicholas Buchholz & Laura Doval & Jakub Kastl & Filip Matejka & Tobias Salz, 2020. "The Value of Time: Evidence from Auctioned Cab Rides," Working Papers 2020-19, Princeton University. Economics Department..
- Nicholas Buchholz & Laura Doval & Jakub Kastl & Filip Matějka & Tobias Salz, 2020. "The Value of Time: Evidence From Auctioned Cab Rides," NBER Working Papers 27087, National Bureau of Economic Research, Inc.
- Koichiro Ito, 2014.
"Do Consumers Respond to Marginal or Average Price? Evidence from Nonlinear Electricity Pricing,"
American Economic Review, American Economic Association, vol. 104(2), pages 537-563, February.
- Koichiro Ito, 2012. "Do Consumers Respond to Marginal or Average Price? Evidence from Nonlinear Electricity Pricing," NBER Working Papers 18533, National Bureau of Economic Research, Inc.
- Steven Sexton, 2015. "Automatic Bill Payment and Salience Effects: Evidence from Electricity Consumption," The Review of Economics and Statistics, MIT Press, vol. 97(2), pages 229-241, May.
- De Borger, Bruno & Fosgerau, Mogens, 2008. "The trade-off between money and travel time: A test of the theory of reference-dependent preferences," Journal of Urban Economics, Elsevier, vol. 64(1), pages 101-115, July.
- Rudy Douven & Ron van der Heijden & Thomas McGuire & Erik Schut, 2017. "Premium levels and demand response in health insurance: relative thinking and zero-price effects," CPB Discussion Paper 366, CPB Netherlands Bureau for Economic Policy Analysis.
- Fezzi, Carlo & Bateman, Ian J. & Ferrini, Silvia, 2014. "Using revealed preferences to estimate the Value of Travel Time to recreation sites," Journal of Environmental Economics and Management, Elsevier, vol. 67(1), pages 58-70.
- Martin, Elliot W. & Shaheen, Susan A., 2014. "Evaluating public transit modal shift dynamics in response to bikesharing: a tale of two U.S. cities," Journal of Transport Geography, Elsevier, vol. 41(C), pages 315-324.
- Martin, Elliot PhD & Shaheen, Susan PhD, 2014. "Evaluating Public Transit Modal Shift Dynamics In Response to Bikesharing: A Tale of Two U.S. Cities," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt6x29n876, Institute of Transportation Studies, UC Berkeley.
- Antonio Bento & Kevin Roth & Andrew R. Waxman, 2020. "The Value of Urgency: Evidence from Real-Time Congestion Pricing," NBER Working Papers 26956, National Bureau of Economic Research, Inc.
- Kenneth A. Small & Clifford Winston & Jia Yan, 2005. "Uncovering the Distribution of Motorists' Preferences for Travel Time and Reliability," Econometrica, Econometric Society, vol. 73(4), pages 1367-1382, July.
- le Maire, Daniel & Schjerning, Bertel, 2013.
"Tax bunching, income shifting and self-employment,"
Journal of Public Economics, Elsevier, vol. 107(C), pages 1-18.
- Daniel le Maire & Bertel Schjerningo, 2012. "Tax Bunching, Income Shifting and Self-employment," EPRU Working Paper Series 2012-04, Economic Policy Research Unit (EPRU), University of Copenhagen. Department of Economics.
- Henrik J. Kleven & Mazhar Waseem, 2013. "Using Notches to Uncover Optimization Frictions and Structural Elasticities: Theory and Evidence from Pakistan," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(2), pages 669-723.
- Orley Ashenfelter & Michael Greenstone, 2004.
"Using Mandated Speed Limits to Measure the Value of a Statistical Life,"
Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages 226-267, February.
- Ashenfelter, Orley & Greenstone, Michael, 2002. "Using Mandated Speed Limits to Measure the Value of a Statistical Life," IZA Discussion Papers 571, Institute of Labor Economics (IZA).
- Orley Ashenfelter & Michael Greenstone, 2002. "Using Mandated Speed Limits to Measure the Value of a Statistical Life," NBER Working Papers 9094, National Bureau of Economic Research, Inc.
- Orley Ashenfelter & Michael Greenstone, 2002. "Using Mandated Speed Limits to Measure the Value of a Statistical Life," Working Papers 842, Princeton University, Department of Economics, Industrial Relations Section..
- Nancy E. Bockstael & Ivar E. Strand & W. Michael Hanemann, 1987. "Time and the Recreational Demand Model," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 69(2), pages 293-302.
- Hess, Stephane & Rose, John M. & Hensher, David A., 2008. "Asymmetric preference formation in willingness to pay estimates in discrete choice models," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 44(5), pages 847-863, September.
- Paul J. Ferraro & Juan José Miranda, 2017. "Panel Data Designs and Estimators as Substitutes for Randomized Controlled Trials in the Evaluation of Public Programs," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(1), pages 281-317.
- DeSerpa, A C, 1971. "A Theory of the Economics of Time," Economic Journal, Royal Economic Society, vol. 81(324), pages 828-846, December.
- Ian W. H. Parry & Margaret Walls & Winston Harrington, 2007.
"Automobile Externalities and Policies,"
Journal of Economic Literature, American Economic Association, vol. 45(2), pages 373-399, June.
- Parry, Ian W.H. & Walls, Margaret & Harrington, Winston, 2007. "Automobile Externalities and Policies," RFF Working Paper Series dp-06-26, Resources for the Future.
- Wojciech Kopczuk & Joel Slemrod, 2003.
"Dying to Save Taxes: Evidence from Estate-Tax Returns on the Death Elasticity,"
The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 256-265, May.
- Wojciech Kopczuk & Joel Slemrod, 2001. "Dying to Save Taxes: Evidence from Estate Tax Returns on the Death Elasticity," NBER Working Papers 8158, National Bureau of Economic Research, Inc.
- Jara-Díaz, Sergio R. & Munizaga, Marcela A. & Greeven, Paulina & Guerra, Reinaldo & Axhausen, Kay, 2008. "Estimating the value of leisure from a time allocation model," Transportation Research Part B: Methodological, Elsevier, vol. 42(10), pages 946-957, December.
- Ho, Daniel E. & Imai, Kosuke & King, Gary & Stuart, Elizabeth A., 2007. "Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference," Political Analysis, Cambridge University Press, vol. 15(3), pages 199-236, July.
- Kastl, Jakub & Buchholz, Nicholas & Doval, Laura & Matějka, Filip & Salz, Tobias, 2020.
"The Value of Time: Evidence From Auctioned Cab Rides,"
CEPR Discussion Papers
14666, C.E.P.R. Discussion Papers.
- Nicholas Buchholz & Laura Doval & Jakub Kastl & Filip Matejka & Tobias Salz, 2022. "The Value of Time: Evidence from Auctioned Cab Rides," Working Papers 2022-22, Princeton University. Economics Department..
- Small, Kenneth A., 2012. "Valuation of travel time," Economics of Transportation, Elsevier, vol. 1(1), pages 2-14.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Wichman, Casey & Cunningham, Brandon, 2017. "Notching for Free: Do Cyclists Reveal the Value of Time?," RFF Working Paper Series 17-17, Resources for the Future.
- Durrmeyer, Isis & Martinez, Nicolas, 2022. "The Welfare Consequences of Urban Traffic Regulations," TSE Working Papers 22-1378, Toulouse School of Economics (TSE), revised Dec 2024.
- Krekel, Christian & MacKerron, George, 2023.
"Back to Edgeworth? Estimating the Value of Time Using Hedonic Experiences,"
IZA Discussion Papers
16308, Institute of Labor Economics (IZA).
- Krekel, Christian & MacKerron, George, 2023. "Back to Edgeworth? Estimating the value of time using hedonic experiences," LSE Research Online Documents on Economics 121308, London School of Economics and Political Science, LSE Library.
- Christian Krekel & George MacKerron, 2023. "Back to Edgeworth? Estimating the value of time using hedonic experiences," CEP Discussion Papers dp1932, Centre for Economic Performance, LSE.
- Brent, Daniel A. & Ward, Michael B., 2019. "Price perceptions in water demand," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
- Hamilton, Timothy L. & Wichman, Casey J., 2018. "Bicycle infrastructure and traffic congestion: Evidence from DC's Capital Bikeshare," Journal of Environmental Economics and Management, Elsevier, vol. 87(C), pages 72-93.
- Ariel Goldszmidt & John A. List & Robert D. Metcalfe & Ian Muir & V. Kerry Smith & Jenny Wang, 2020.
"The Value of Time in the United States: Estimates from Nationwide Natural Field Experiments,"
NBER Working Papers
28208, National Bureau of Economic Research, Inc.
- Goldszmidt, Ariel & List, John A. & Metcalfe, Robert D. & Muir, Ian & Smith, V. Kerry & Wang, Jenny, 2020. "The Value of Time in the United States: Estimates from Nationwide Natural Field Experiments," RFF Working Paper Series 20-23, Resources for the Future.
- Ariel Goldszmidt & John List & Robert Metcalfe & Ian Muir & Jenny Wang, 2020. "The Value of Time in the United States: Estimates from Nationwide Natural Field Experiments," Natural Field Experiments 00720, The Field Experiments Website.
- Ariel Goldszmidt & John A. List & Robert D. Metcalfe & Ian Muir & V. Kerry Smith & Jenny Wang, 2020. "The Value of Time in the United States: Estimates from Nationwide Natural Field Experiments," Working Papers 2020-179, Becker Friedman Institute for Research In Economics.
- Christensen, Peter & Osman, Adam, 2021.
"The Demand for Mobility: Evidence from an Experiment with Uber Riders,"
IZA Discussion Papers
14179, Institute of Labor Economics (IZA).
- Peter Christensen & Adam Osman, 2023. "The Demand for Mobility: Evidence from an Experiment with Uber Riders," NBER Working Papers 31330, National Bureau of Economic Research, Inc.
- Wichman, Casey J., 2017.
"Information provision and consumer behavior: A natural experiment in billing frequency,"
Journal of Public Economics, Elsevier, vol. 152(C), pages 13-33.
- Wichman, Casey J., 2015. "Information Provision and Consumer Behavior: A Natural Experiment in Billing Frequency," RFF Working Paper Series dp-15-35, Resources for the Future.
- Wichman, Casey J., 2016. "Information Provision and Consumer Behavior: A Natural Experiment in Billing Frequency," RFF Working Paper Series dp-15-35-rev, Resources for the Future.
- Wang, Xiangrui & Lee, Jukwan & Yan, Jia & Thompson, Gary D., 2018. "Testing the behavior of rationally inattentive consumers in a residential water market," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 344-359.
- Su, Yichen, 2022. "Measuring the Value of Urban Consumption Amenities: A Time-Use Approach," Journal of Urban Economics, Elsevier, vol. 132(C).
- Mikołaj Czajkowski & Marek Giergiczny & Jakub Kronenberg & Jeffrey Englin, 2019.
"The Individual Travel Cost Method with Consumer-Specific Values of Travel Time Savings,"
Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 74(3), pages 961-984, November.
- Mikołaj Czajkowski & Marek Giergiczny & Jakub Kronenberg & Jeffrey Englin, 2015. "The Individual Travel Cost Method with Consumer-Specific Values of Travel Time Savings," Working Papers 2015-12, Faculty of Economic Sciences, University of Warsaw.
- Gabriel Kreindler, 2024. "Peak‐Hour Road Congestion Pricing: Experimental Evidence and Equilibrium Implications," Econometrica, Econometric Society, vol. 92(4), pages 1233-1268, July.
- Small, Kenneth A., 2012. "Valuation of travel time," Economics of Transportation, Elsevier, vol. 1(1), pages 2-14.
- Andreas R. Kostøl & Andreas S. Myhre, 2021.
"Labor Supply Responses to Learning the Tax and Benefit Schedule,"
American Economic Review, American Economic Association, vol. 111(11), pages 3733-3766, November.
- Kostøl, Andreas Ravndal & Myhre, Andreas S., 2020. "Labor Supply Responses to Learning the Tax and Benefit Schedule," IZA Discussion Papers 13900, Institute of Labor Economics (IZA).
- Jara-Díaz, Sergio & Rosales-Salas, Jorge, 2017. "Beyond transport time: A review of time use modeling," Transportation Research Part A: Policy and Practice, Elsevier, vol. 97(C), pages 209-230.
- Waldenström, Daniel & Bastani, Spencer, 2020.
"The Ability Gradient in Bunching,"
Working Paper Series
1333, Research Institute of Industrial Economics.
- Spencer Bastani & Daniel Waldenström, 2020. "The Ability Gradient in Bunching," CESifo Working Paper Series 8233, CESifo.
- Bastani, Spencer & Waldenström, Daniel, 2020. "The Ability Gradient in Bunching," IZA Discussion Papers 13141, Institute of Labor Economics (IZA).
- Waldenstrom, Daniel & Bastani, Spencer, 2020. "The Ability Gradient in Bunching," CEPR Discussion Papers 14599, C.E.P.R. Discussion Papers.
- Singhal, Puja, 2024. "Inform me when it matters: Cost salience, energy consumption, and efficiency investments," Energy Economics, Elsevier, vol. 133(C).
- Broberg, Thomas & Kažukauskas, Andrius, 2021. "Information policies and biased cost perceptions - The case of Swedish residential energy consumption," Energy Policy, Elsevier, vol. 149(C).
- Bencsik, Panka & Lusher, Lester & Taylor, Rebecca L.C., 2023. "Slow Traffic, Fast Food: The Effects of Time Lost on Food Store Choice," IZA Discussion Papers 16036, Institute of Labor Economics (IZA).
- Søgaard, Jakob Egholt, 2019.
"Labor supply and optimization frictions: Evidence from the Danish student labor market,"
Journal of Public Economics, Elsevier, vol. 173(C), pages 125-138.
- Jakob Egholt Søgaard, 2014. "Labor Supply and Optimization Frictions: Evidence from the Danish student labor market," EPRU Working Paper Series 2014-02, Economic Policy Research Unit (EPRU), University of Copenhagen. Department of Economics.
More about this item
Keywords
Notches; Opportunity cost of time; Bicycle-sharing; Nonlinear pricing;All these keywords.
JEL classification:
- Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects
- D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
- R41 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Transportation: Demand, Supply, and Congestion; Travel Time; Safety and Accidents; Transportation Noise
- L91 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Transportation: General
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jeeman:v:119:y:2023:i:c:s0095069623000359. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/622870 .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.