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The role of energy infrastructure in shaping early adoption of electric and gasoline cars

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Abstract

Electric vehicles have a potential to lower greenhouse gas emissions but still face challenges. This study asks what can be learned from the US automobile history. In 1900, there were three equal contenders in the US automotive industry: gasoline, electric and steam cars. Only a decade later, the gasoline car had achieved a crushing dominance. This dominance is often attributed to techno-economic factors, such as an innate inferiority of electric cars. Meanwhile, the role of the infrastructures is not well understood. This study presents evidence on the mechanisms behind the rise of gasoline vehicles, using a database of more than 36,000 passenger car models. We estimated econometric models to explain the technology choice of car producers, which show that the slow expansion of electricity infrastructure had a key impact. We estimate that a 15 or 20 year earlier diffusion of electricity grids would have tipped the balance in favour of electric vehicles, most notably in metropolitan areas. In the context of the current climate crisis, the results support the notion that large-scale investment in infrastructure is critical to achieve sustainable socio-technological transitions.

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Fig. 1: Production of personal vehicles and prices in the United States.
Fig. 2: Location of automobile producers.
Fig. 3: Marginal effects of standardized variables.
Fig. 4: Electric vehicle adoption under the counterfactual assumption that electricity diffused 15 or 20 years earlier.

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Data availability

The data that support the figures and other findings within this article are available at https://doi.org/10.5878/j8af-b705. Data for Supplementary Fig. 2 and Supplementary Notes 8 and 9 are available upon request from the corresponding author. Source data are provided with this paper.

Code availability

Most data cleaning and analysis was performed using Stata. Maps were produced using ArcGIS and Moran’s I using R statistical software and spdep packages. The code that supports the findings of the main study is available at https://doi.org/10.5878/j8af-b705. The code that supports supplementary results are available upon request from the corresponding author.

References

  1. Brouwer, A. S., Kuramochi, T., van den Broek, M. & Faaij, A. Fulfilling the electricity demand of electric vehicles in the long term future: an evaluation of centralised and decentralised power supply systems. Appl. Energy 107, 33–51 (2013).

    Article  Google Scholar 

  2. Needell, Z. A., McNerney, J., Chang, M. T. & Trancik, J. E. Potential for widespread electrification of personal vehicle travel in the United States. Nat. Energy 1, 16112 (2016).

    Article  Google Scholar 

  3. Plötz, P., Funke, S., Jochem, P. & Wietschel, M. CO2 mitigation potential of plug-in hybrid electric vehicles larger than expected. Sci. Rep. 7, 16493 (2017).

    Article  Google Scholar 

  4. CO2 Emissions from Transport (% of Total Fuel Combustion) (World Bank, 2014); https://data.worldbank.org/indicator/EN.CO2.TRAN.ZS?end=2014&start=1960&view=chart&year=1966

  5. Nykvist, B. & Nilsson, M. Rapidly falling costs of battery packs for electric vehicles. Nat. Clim. Change 5, 329–332 (2015).

    Article  Google Scholar 

  6. Tran, M., Banister, D., Bishop, J. D. & McCulloch, M. D. Realizing the electric-vehicle revolution. Nat. Clim. Change 2, 328–333 (2012).

    Article  Google Scholar 

  7. Kieckhäfer, K., Wachter, K. & Spengler, T. S. Analyzing manufacturers’ impact on green products’ market diffusion—the case of electric vehicles. J. Clean. Prod. 162, S11–S25 (2017).

    Article  Google Scholar 

  8. Wesseling, J. H., Faber, J. & Hekkert, M. P. How competitive forces sustain electric vehicle development. Technol. Forecast. Soc. Change 81, 154–164 (2014).

    Article  Google Scholar 

  9. Wesseling, J. H., Niesten, E. M. M., Faber, J. & Hekkert, M. P. Business strategies of incumbents in the market for electric vehicles: opportunities and incentives for sustainable innovation. Bus. Strateg. Environ. 24, 518–531 (2014).

    Article  Google Scholar 

  10. Lynes, J. Dealerships are a tipping point. Nat. Energy 3, 457–458 (2018).

    Article  Google Scholar 

  11. de Rubens, G. Z., Noel, L. & Sovacool, B. K. Dismissive and deceptive car dealerships create barriers to electric vehicle adoption at the point of sale. Nat. Energy 3, 501–507 (2018).

    Article  Google Scholar 

  12. Merriam, W. R. Twelfth Census of the United States, taken in the Year 1900. Census Reports. Vol. X. Manufacturers, Part 4 (US Census Office, 1902).

    Google Scholar 

  13. Mom, G. The Electric Vehicle: Technology and Expectations in the Automobile Age (Johns Hopkins Univ. Press, 2004).

    Google Scholar 

  14. Schiffer, M. B. Taking Charge: The Electric Automobile in America (Smithsonian Institution, 1994).

    Google Scholar 

  15. Flink, J. J. The Automobile Age (MIT, 1990).

    Google Scholar 

  16. Kirsch, D. A. The Electric Vehicle and the Burden of History (Rutgers Univ. Press, 2000).

  17. Geels, F. W. The dynamics of transitions in socio-technical systems: a multi-level analysis of the transition pathway from horse-drawn carriages to automobiles (1860–1930). Technol. Anal. Strateg. Manage. 17, 445–476 (2005).

    Article  Google Scholar 

  18. Scharff, V. Taking the Wheel: Women and the Coming of the Motor Age (Univ. New Mexico Press, 1992).

    Google Scholar 

  19. Mom, G. P. & Kirsch, D. A. Technologies in tension: horses, electric trucks, and the motorization of American cities, 1900–1925. Technol. Cult. 42, 489–518 (2001).

    Article  Google Scholar 

  20. Cowan, R. & Hultén, S. Escaping lock-in: the case of the electric vehicle. Technol. Forecast. Soc. Change 53, 61–79 (1996).

    Article  Google Scholar 

  21. Mom, G. P. Civilized adventure as a remedy for nervous times: early automobilism and fin de siècle culture. Hist. Technol. 23, 157–190 (2003).

    Google Scholar 

  22. Ivory, C. & Genus, A. Symbolic consumption, signification and the ’lockout’ of electric cars, 1885–1914. Bus. Hist. 52, 1107–1122 (2010).

    Article  Google Scholar 

  23. Raff, D. M. & Trajtenberg, M. in The Economics of New Goods (eds Bresnahan, T. F. & Gordon, R. J.) 71–108 (Univ. Chicago Press, 1996).

  24. Klepper, S. The origin and growth of industry clusters: the making of Silicon Valley and Detroit. J. Urban Econ. 67, 15–32 (2010).

    Article  Google Scholar 

  25. Fogel, R. W. Railroads and American Economic Growth (John Hopkins, 1964).

    Google Scholar 

  26. Mood, C. Logistic regression: why we cannot do what we think we can do, and what we can do about it. Eur. Sociol. Rev. 26, 67–82 (2010).

    Article  Google Scholar 

  27. Bilotkach, V. & Mills, M. Simple economics of electric vehicle adoption. Proc. Soc. Behav. Sci. 54, 979–988 (2012).

    Article  Google Scholar 

  28. Cecere, G., Corrocher, N. & Guerzoni, M. Price or performance? A probabilistic choice analysis of the intention to buy electric vehicles in European countries. Energy Policy 118, 19–32 (2018).

    Article  Google Scholar 

  29. Sierzchula, W., Bakker, S., Maat, K. & Van Wee, B. The influence of financial incentives and other socio-economic factors on electric vehicle adoption. Energy Policy 68, 183–194 (2014).

    Article  Google Scholar 

  30. Katz, M. L. & Shapiro, C. Technology adoption in the presence of network externalities. J. Polit. Econ. 94, 822–841 (1986).

    Article  Google Scholar 

  31. Dahmén, E. ‘Development blocks’ in industrial economics. Scan. Econ. Hist. Review 36, 3–14 (1988).

    Article  Google Scholar 

  32. Carlsson, B. & Stankiewicz, R. On the nature, function and composition of technological systems. J. Evol. Econ. 1, 93–118 (1991).

    Article  Google Scholar 

  33. Brynjolfsson, E. & Kemerer, C. F. Network externalities in microcomputer software: an econometric analysis of the spreadsheet market. Manage. Sci. 42, 1627–1647 (1996).

    Article  MATH  Google Scholar 

  34. Hughes, T. P. Networks of Power: Electrification in Western Society, 1880–1930 (John Hopkins Univ. Press, 1983).

    Google Scholar 

  35. Tobey, R. C. Technology as Freedom: the New Deal and the Electrical Modernization of the American Home (Univ. California Press, 1996).

    Book  Google Scholar 

  36. Jones, H. P., Hole, D. G. & Zavaleta, E. S. Harnessing nature to help people adapt to climate change. Nat. Clim. Change 2, 504–509 (2012).

    Article  Google Scholar 

  37. Thacker, S. et al. Infrastructure for sustainable development. Nat. Sustain. 2, 324–331 (2019).

    Article  Google Scholar 

  38. Kimes, B., Clark, H., Dunwoodie, R. & Marvin, K. Standard Catalog of American Cars 1805–1942 (Krause, 1996).

    Google Scholar 

  39. Klepper, S. The capabilities of new firms and the evolution of the US automobile industry. Ind. Corp. Change 11, 645–666 (2002).

    Article  Google Scholar 

  40. Manson, S. et al. IPUMS National Historical Geographic Information System: Version 12.0 (Univ. Minnesota, 2017); https://www.ipums.org/projects/ipums-nhgis/d050.v12.0

  41. Arthur, W. B. Competing technologies, increasing returns, and lock-in by historical events. Econ. J. 99, 116–131 (1989).

    Article  Google Scholar 

  42. David, P. Zvi Griliches and the Economics of Technology Diffusion: Adoption of Innovations, Investment Lags, and Productivity Growth. Discussion paper 09-016 (Stanford Institute for Economic Policy Research, 2015).

  43. Woolf, A. G. Electricity, productivity, and labor saving: American manufacturing, 1900–1929. Explorations in Economic History 21, 176 (1984).

    Article  Google Scholar 

  44. United States Bureau of the Census Central Electric Light and Power Stations, 1902, 1907, 1912, 1917, 1922, 1927, 1932, 1937 (US Government Printing Office, 1905, 1910, 1915, 1920, 1925, 1930, 1934, 1939).

  45. Powers’ Central Station Directory and Buyers’ Manual (E.L. Powers Company, 1900).

  46. US Department of Agriculture Public Road Mileage and Revenues in the United States, 1914 Bulletin No. 30 (US Government Printing Office, 1917).

  47. Michaels, G. The long term consequences of resource-based specialisation. Econ. J. 121, 31–57 (2010).

    Article  Google Scholar 

  48. Jordà, Ò., Schularick, M. & Taylor, A. M. in NBER Macroeconomics Annual 2016 Vol. 31 (eds Eichenbaum, M. & Parker, J. A.) 213–263 (Univ. Chicago Press, 2017).

  49. Koh, H. & Magee, C. L. A functional approach for studying technological progress: extension to energy technology. Technol. Forecast. Soc. Change 75, 735–758 (2008).

    Article  Google Scholar 

  50. Public Road Mileage, Lane-Miles and VMT, 1900–2017 Chart VMT421c (US Department of Transportation, 2017); https://www.fhwa.dot.gov/policyinformation/statistics/2017/vmt421c.cfm

  51. Williamson, H. F. The American Petroleum Industry: The Age of Energy, 1899–1959 (Northwestern Univ. Press, 1963).

  52. US Federal Highway Administration Highway Statistics, Summary to 1965 (US Government Printing Office, 1967).

    Google Scholar 

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Acknowledgements

We gratefully acknowledge funding support from the Jan Wallander and Tom Hedelius foundation (grant nos W2015-0445 (J.T.) and W2017-0025 (H.N.)).

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Authors

Contributions

J.T. conceived, designed and analysed the hedonic price and logistic regressions and curated the main data. H.N. conceived, designed and analysed the spatial location and spatial autocorrelation and performed data curation. Both authors wrote and revised the manuscript and discussed the results.

Corresponding author

Correspondence to Josef Taalbi.

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The authors declare no competing interests.

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Peer review informationNature Energy thanks Massimo Guarnieri, Gijs Mom and the other, anonymous, reviewer(s) for their contribution to the peer review of this work.

Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary information

Supplementary Information

Supplementary Notes 1–9, Figs. 1–8 and Tables 1–11.

Source data

Source Data Fig. 1

Statistical source data for Fig. 1.

Source Data Fig. 2

Statistical source data for Fig. 2.

Source Data Fig. 4

Statistical source data for Fig. 4.

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Taalbi, J., Nielsen, H. The role of energy infrastructure in shaping early adoption of electric and gasoline cars. Nat Energy 6, 970–976 (2021). https://doi.org/10.1038/s41560-021-00898-3

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