1 “2018 Service,” Federal Transit Administration, https://www.transit.dot.gov/ntd/data-product/2018-service.
2 “2018 Service,” Federal Transit Administration.
3 “December 2019 Adjusted Database,” Monthly Module Adjusted Data Release, Federal Transit Administration, https://www.transit.dot.gov/ntd/data-product/monthly-module-adjusted-data-release.
4 Laura Bliss, “A Year after a Radical Route Rethink, Houston’s Transit Ridership Is Up,” CityLab, August 18, 2016; Scudder Wagg, “Early Positive News from Richmond, Virginia Redesign,” Human Transit, September 26, 2018; and Angie Schmitt, “The Columbus Bus Network Redesign Boosted Ridership,” Streetsblog (blog), August 14, 2018.
5 Urban area population densities are calculated from 2018 population estimates in the “American Community Survey,” Table B01003, https://data.census.gov/cedsci/table?q=b01003&g=0100000US.400000&tid=ACSDT1Y2018.B01003&hidePreview=true divided by land areas that are listed in the 2010 census, “2010 Urbanized Area Name,” https://www.apta.com/wp-content/uploads/Resources/resources/statistics/Documents/2010-UZA-List.xls.
6 Wendell Cox, United States Central Business Districts (Downtowns) (Belleville, IL: Demographia.com, 2014), Table 2, http://demographia.com/db-cbd2000.pdf.
7 “December 2019 Adjusted Database.”
8 Calculated from “2018 Annual Database Operating Expenses,” Federal Transit Administration, https://www.transit.dot.gov/ntd/data-product/2018-annual-database-operating-expenses; “2018 Annual Database Capital Use,” Federal Transit Administration, https://www.transit.dot.gov/ntd/data-product/2018-annual-database-capital-use; “2017 Annual Database Operating Expense,” Federal Transit Administration, https://www.transit.dot.gov/ntd/data-product/2017-annual-database-operating-expense; and “2017 Annual Database Capital Use,” Federal Transit Administration, https://www.transit.dot.gov/ntd/data-product/2017-annual-database-capital-use.
9 Randal O’Toole, Transportation Costs and Subsidies by Mode (Camp Sherman, OR: Thoreau Institute, 2019), p. 2.
10 Status of the Nation’s Highways, Bridges, and Transit: Conditions and Performance, 23rd ed. (Washington: Department of Transportation, 2019), pp. 6–39.
11 Status of the Nation’s Highways, Bridges, and Transit, pp. 6–39.
12 Calculated from “2018 Annual Database Capital Use”; and Federal Transit Administration, “2017 Annual Database Capital Use.”
13 Status of the Nation’s Highways, Bridges, and Transit, p. ES-17.
14 Calculated from “2018 Annual Database Service,” Federal Transit Administration, https://www.transit.dot.gov/ntd/data-product/2018-annual-database-service; and “2017 Annual Database Service,” Federal Transportation Administration, https://www.transit.dot.gov/ntd/data-product/2017-annual-database-service.
15 Calculated from “2018 Annual Database Fare Revenue,” Federal Transit Administration, https://www.transit.dot.gov/ntd/data-product/2018-annual-database-fare-revenue; and “2017 Annual Database Fare Revenue,” Federal Transit Administration, https://www.transit.dot.gov/ntd/data-product/2017-annual-database-fare-revenue.
16 “Nobody Pays!: An International Call for a Strike against the Rising Cost of Living November 29th,” It’s Going Down, November 18, 2019.
17 Scott Wiener (@Scott_Wiener), “Transit agencies brag about high fare-box recovery. High fare-box recovery is bad. It means tax $ isn’t supporting transit. It means high fares that lower ridership & harm low income ppl. The goal is low farebox recovery. Transit is a public good & should have taxpayer support,” Twitter, November 21, 2019, 10:48 a.m., https://twitter.com/Scott_Wiener/status/1197542209576292353.
18 Alissa Walker, “Free Transit Isn’t Enough. Transportation Needs to Be a Right,” Curbed, December 20, 2019.
19 Andrew Owen and Brendan Murphy, Access Across America: Auto 2017 (Minneapolis: University of Minnesota, 2018), pp. 5–6.
20 “Should Transit Be Free?” Transit Center, January 28, 2019.
21 Shaunacy Ferro, “Why the World’s Largest Experiment in Free Public Transportation Failed,” FastCompany, January 31, 2014.
22 Jennifer S. Perone and Joel M. Volinski, “Fare, Free, or Something in Between?,” Center for Urban Transportation Research, 2004.
23 Jake Blumgart, “As U.S. Transit Fares Increase, Europe Starts to Make It Free,” NextCity, March 1, 2013.
24 Joel Volinski, “TCRP Synthesis 101: Implementation and Outcomes of Fare-Free Transit Systems,” Center for Urban Transportation Research, 2012.
25 Laura Bliss, “Why Kansas City’s Free Transit Experiment Matters,” CityLab, December 13, 2019.
26 Matt Tinoco, “Metro’s Declining Ridership, Explained,” Curbed, August 29, 2017.
27 Alissa Walker, “Every Bus in This Country Deserves Its Own Lane,” Curbed, October 14, 2019.
28 Ethan Millman, “As Bus Ridership Plummets in Los Angeles, Efforts to Boost It Hit Speed Bumps,” Wall Street Journal, August 25, 2019.
29 “2018 Annual Database Service”; “2017 Annual Database Service”; and “2016 Annual Database Service,” Federal Transit Administration, https://www.transit.dot.gov/ntd/data-product/2016-annual-database-service‑0.
30 “2018 Annual Database Service.”
31 Calculated from “Means of Transportation to Work, 2018,” American Community Survey, Table B08301 (for the nation), https://data.census.gov/cedsci/table?q=b08301&tid=ACSDT1Y2018.B08301; and “Means of Transportation to Work, 2017,” American Community Survey, Table B08301, https://data.census.gov/cedsci/table?q=b08301&tid=ACSDT1Y2017.B08301.
32 “Principle Means of Transportation to Work,” Bureau of Transportation Statistics, U.S. Department of Transportation, 2019, Table 1–41, https://www.bts.gov/content/principal-means-transportation-work.
33 Calculated from “Means of Transportation to Work, 2018,” Table B08301 (for urbanized areas); and “Means of Transportation to Work, 2017,” Table B08301.
34 Calculated from “Means of Transportation to Work, 2018,” American Community Survey, Table B08301, (for nation and urban areas).
35 Brian Taylor, Michael Manville, and Evelyn Blumenberg, Why Is Public Transit Use Declining? Evidence from California (Washington: Transportation Research Board, 2019), p. 1.
36 “Means of Transportation to Work, 2017,” American Community Survey, Table B08121 https://data.census.gov/cedsci/table?q=b08121&g=0100000US.400000,&tid=ACSDT1Y2018.B08301&hidePreview=true&y=2017.
37 “Median Earnings in the Past 12 Months,” American Community Survey, Table B08121, https://data.census.gov/cedsci/table?q=b08121&g=0100000US.400000,&tid=ACSDT1Y2018.B08121&hidePreview=true&y=2018.
38 Calculated from 2016, 2017, and 2018 American Community Surveys, “Means of Transportation to Work by Workers’ Earnings in the Past 12 Months,” Table B08119, https://data.census.gov/cedsci/table?q=b08119&g=0100000US.400000,&tid=ACSDT1Y2018.B08119&hidePreview=true&y=2018, https://data.census.gov/cedsci/table?q=b08119&g=0100000US.400000,&tid=ACSDT1Y2018.B08119&hidePreview=true&y=2017, and https://data.census.gov/cedsci/table?q=b08119&g=0100000US.400000,&tid=ACSDT1Y2018.B08119&hidePreview=true&y=2016.
39 Kerri Sullivan, Transportation and Work: Exploring Car Usage and Employment Outcomes in the LSAL Data (Cambridge, MA: Harvard Graduate School of Education, 2003).
40 Michelle Corson, Freedom of Motion: Working Families and the Transportation Revolution (Dallas: On the Road Lending, 2017).
41 Stacy C. Davis and Robert G. Boundy, Transportation Energy Data Book: Edition 38 (Oak Ridge, TN: Department of Energy, 2019), Appendix B, Table B‑4, https://tedb.ornl.gov/.
42 Davis and Boundy, Transportation Energy Data Book, Table B‑6.
43 Davis and Boundy, Transportation Energy Data Book, Table 2–14.
44 “State Electricity Profiles,” U.S. Energy Information Administration, https://www.eia.gov/electricity/state/unitedstates/index.php.
45 Mikhail V. Chester and Arpad Horvath, “Environmental Assessment of Passenger Transportation Should Include Infrastructure and Supply Chains,” Environmental Research Letters 4, no. 2 (2009): 024008 (8 pp.), https://doi.org/10.1088/1748–9326/4/2/024008.
46 North Corridor Interstate MAX Light Rail Project Final Environmental Impact Statement (Portland, OR: Metro, 1999), pp. 4–104.
47 Rachel Dawson, “The MAX Yellow Line: A Look Back after 15 Years,” Oregon Catalyst (blog), November 11, 2019.
48 Prosper Portland Adopted Budget FY 19–20 (Portland: Portland Development Commission, 2019), p. 21, https://prosperportland.us/wp-content/uploads/2019/07/Prosper-Portland-Adopted-Budget-FY-2019–20.pdf.
49 Teresa Carson, “Metro Sells Land Near MAX Stop to Developers for $1,000,” Portland Tribune, November 20, 2019.
50 Randal O’Toole, Valley Metro Light Rail Economic Claims Fall Flat (Phoenix: Arizona Free Enterprise Club, 2019), pp. 5–9.
51 Guidelines for Land Use and Economic Development Effects for New Starts and Small Starts Projects (Washington: Federal Transit Administration, 2013), pp. 11–26.
52 See, for example, Colette Santasieri, Planning for Transit-Supportive Development: A Practitioners Guide (Washington: Federal Transit Administration, 2014); and Transit-Supportive Planning Toolkit (Seattle: Puget Sound Regional Council, 2013).
53 As calculated in Excel, the correlation between any two sets of 50 random numbers will be frequently higher than 0.15.
54 See, for example, Laura Bliss, “More Routes = More Riders,” CityLab, June 4, 2018.
55 “December 2019 Adjusted Database.”
56 “Gas Price Charts,” GasBuddy, https://www.gasbuddy.com/Charts.
57 Cox, United States Central Business Districts (2014), Table 2.
58 The Census Bureau defines urban areas, based on standard criteria, after every decennial census. Densities from the 2010 census are from “2010 Urban Area List Files,” Census Bureau, https://www2.census.gov/geo/docs/reference/ua/ua_list_ua.xls. Per capita transit ridership is based on “2010 Annual Database Service,” Federal Transit Administration, https://www.transit.dot.gov/ntd/data-product/2010-annual-database-service, which includes ridership by agency; and “2010 Annual Database Agency UZAs,” Federal Transit Administration, https://www.transit.dot.gov/ntd/data-product/2010-annual-database-agency-uzas, which defines which transit agencies service which urban areas.
59 Calculated from Cox, United States Central Business Districts (2014), Table 2; and Cox, (2006), Table 1.
60 Calculated from Cox, United States Central Business Districts (2014), Table 2; and Cox, (2006), Table 2.
61 “Downtown Leads the Region in Job Growth,” Downtown Seattle Association, 2019.
62 The number of jobs in each city is from “Means of Transportation to Work for Workplace Geography, 2018,” American Community Survey, Table B08601, https://data.census.gov/cedsci/table?q=b08601&g=0100000US.160000&tid=ACSDT1Y2018.B08601&hidePreview=true.
63 Rachel Dovey, “NYC Uber Rides Will Soon Get More Expensive,” Next City, April 5, 2018.
64 Sara Freund, “Chicago’s New Ride-Hailing Tax Begins Now, and It’s the Country’s Highest Fee,” Curbed, December 2, 2019.
65 Bruce Schaller, The New Automobility: Lyft, Uber and the Future of American Cities (New York: Schaller Consulting, 2019), p. 2.
66 Schaller, The New Automobility, p. 2.
67 “Highway Statistics 2016,” Federal Highway Administration, Table HM-72, https://www.fhwa.dot.gov/policyinformation/statistics/2016/hm72.cfm; and “Highway Statistics 2017,” Federal Highway Administration, Table HM-72, https://www.fhwa.dot.gov/policyinformation/statistics/2017/hm72.cfm.
68 For example, see Steven R. Gehrke, Alison Felix, and Timothy Reardon, Fare Choices: A Survey of Ride-Hailing Passengers in Metro Boston (Boston: Metropolitan Area Planning Council, 2018), p. 10.
69 Trevor Reed and Joshua Kidd, Global Traffic Scorecard (Kirkland, WA: INRIX, 2019), p. 11, https://inrix.com/scorecard/.
70 “Mortgage Affordability, Rent Affordability, Price to Income Ratio,” Zillow, 2019, https://files.zillowstatic.com/research/public/Affordability_Wide_2019Q3_Public.csv.
71 Walker, “Every Bus in This Country Deserves Its Own Lane.”
72 Matt Novak, “Uber Is Currently Fighting the Battle That Jitneys Lost 100 Years Ago,” Gizmodo, September 2, 2014.
73 Data for 1964 are from “2019 Public Transit Fact Book,” American Public Transportation Association, Appendix A, Table 1, https://www.apta.com/wp-content/uploads/2019-APTA-Fact-Book-Appendix‑A.xlsx. Data for 2019 are from “September 2019 Adjusted Database,” Monthly Module Adjusted Data Release, Federal Transit Administration, https://www.transit.dot.gov/ntd/data-product/monthly-module-adjusted-data-release. Trips per capita were calculated using the Census Bureau estimates of urban population.
74 Calculated from “2019 Public Transit Fact Book,” Appendix A, Tables 80 and 87; “2017 National Transit Database Funding Sources,” Federal Transit Administration, https://www.transit.dot.gov/sites/fta.dot.gov/files/Funding%20Sources_1.xlsm; and “2018 National Transit Database,” Federal Transit Administration, https://www.transit.dot.gov/sites/fta.dot.gov/files/Funding%20Sources_2.xlsm. GDP deflators from the Bureau of Economic Analysis were used to adjust to 2018 dollars: see “Current-dollar and ‘Real’ GDP,” Bureau of Economic Analysis, https://www.bea.gov/national/xls/gdplev.xlsx.
75 Independent Auditors’ Review Report: Consolidated Interim Financial Statements as of and for the Six-Month Period Ended June 30, 2019 (New York: MTA, 2019), p. 21.
76 Emma G. Fitzsimmons, “7 Ways to Fix the M.T.A. (Which Needs a $60 Billion Overhaul),” New York Times, December 18, 2018.
77 Independent Auditors’ Review Report, p. 112.
78 Dave Henley, “New York City Transit,” presentation to the 2009 State of Good Repair Roundtable, Washington, DC, 2009, p. 15, https://www.transit.dot.gov/regulations-and-guidance/asset-management/state-good-repair/first-sgr-roundtable-legacy-systems.
79 Larry Penner, “Gateway’s Numbers Don’t Add Up: New York and New Jersey Have to Put in Some Real Money,” New York Daily News, April 23, 2019.
80 M. Anil Yazici, Herbert S. Levinson, Mustafa Ilicali, Nilgün Camkesen, and Camille Kamga, “A Bus Rapid Transit Line Case Study: Istanbul’s Metrobüs System,” Journal of Public Transportation 16, no. 1 (2013): 160.
81 Randal O’Toole, “Rapid Bus: A Low-Cost, High-Capacity Transit System for Major Urban Areas,” Cato Institute Policy Analysis no. 752, July 30, 2014.
82 Calculated from “2018 Annual Database Operating Expenses”; and “2018 Annual Database Service,” Federal Transit Administration.
83 “The Future of Microtransit?” Urbanism Next (blog), January 23, 2019.
84 Annalee Newitz, “The Hidden Bus Routes in San Francisco that Are Only for Techno-Elites,” Gizmodo, January 16, 2013.