Ashley Nunes’s research while affiliated with Breakthrough and other places

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Publications (16)


Figure 1a: Abatement costs ($/mt) associated with individual regulations
Cost-effectiveness of climate regulations depends on non-climate benefits
  • Preprint
  • File available

March 2025

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29 Reads

Nick Loris

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Philip Rossetti

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Chung-Yi See

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Ashley Nunes

The United States has long pursued regulations that aim to reduce fossil fuel use. However, while potential emission reduction motivates the introduction and enforcement of these regulations, realization of this potential does not obfuscate the need for prudent economic policy. Scrutinizing nearly two decades of climate regulations in the transportation, industrial, and electric power sector, we enumerate their associated cost effectiveness. Our findings are twofold. Firstly, we find that whereas there are instances where climate regulations carry net economic benefits, there are also cases where compliance costs substantially exceed the social cost of carbon (SCC). Aggregated across sectors and subject to the precise SCC leveraged, up to 65 percent of climate regulations have abatement costs that exceed the SCC. This exceedance is particularly profound in the transportation sector where up to 82 percent of regulations reviewed have abatement costs that exceed the SCC. Secondly, we find that whereas the economic benefits of climate regulations generally exceed the economic costs, this exceedance is largely contingent on the presence of non-climate benefits. Aggregated across sectors, climate benefits account for 33 percent of overall benefits associated with a regulation, compared to 18, 46, and 2 percent for public health, private, and other benefits respectively. Furthermore, we document instances where climate benefits account for as little as 1.6 percent of overall regulatory benefits. This finding hints at a regulatory inefficiency and raises the prospect that alternative, non-climate specific regulation may be a more appropriate mechanism for realizing the non-climate benefits associated with these regulations. Collectively, our findings challenge the economic pragmatism of some (but not all) climate regulations adopted by the United States over a period of nearly two decades.

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Overview of EV sales scenarios and impact of mineral supply constraints
a estimates for sedan only fleet. b estimates for SUV + sedan fleet.
Estimates reflect production constraints, trends in consumption patterns, and import patterns
Overview of mineral demands versus available supply (Optimal chemistry – NMC 811).
Estimates reflect production constraints, trends in consumption patterns, and import patterns
Overview of mineral demands versus available supply (Market mix).
Climate impacts of critical mineral supply chain bottlenecks for electric vehicle deployment

August 2024

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54 Reads

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8 Citations

New tailpipe emissions standards aim to increase electric vehicle (EV) sales in the United States. Here, we analyze the associated critical mineral supply chain constraints and enumerate the climate consequences of these constraints. Our work yields five findings. First, the proposed standard necessitates replacing at least 10.21 million new internal combustion engine vehicles with EVs between 2027 and 2032. Second, based on economically viable and geologically available mineral reserves, manufacturing sufficient EVs is plausible and reduces up to 457.3 million tons of CO2e. Third, mineral production capacities in the United States and amongst allies support the deployment of 5.09 million vehicles between 2027 and 2032, well short of compliance target. Fourth, this shortfall produces at least 59.54 million tons of CO2e in lost lifecycle emissions benefits. Fifth, limited production of battery-grade graphite and cobalt may represent particularly profound constraints. Pathways that afford comparable emission reductions are subsequently explored.





Auto procurement and utilization trends analysis based on NHTS data
Historical automotive trend data.
Requisite EV longevity thresholds
a, Scenario 1: requisite EV longevity threshold (yr) to achieve the 28,069 mile requisite aggregate utilization threshold. Blue text represents current EV utilization multipliers (the proportion of miles EVs cover compared to equivalent ICEVs), annual vehicle utilization and new vehicle ownership duration. Red shades denote conditions wherein estimated requisite longevity exceeds trends observed today. b, Scenario 2: requisite EV longevity threshold (yr) to achieve the 68,160 mile requisite aggregate utilization threshold. Blue text represents current EV utilization multipliers (the proportion of miles EVs cover compared to equivalent ICEVs), annual vehicle utilization and new vehicle ownership duration. Red shades denote conditions wherein estimated requisite longevity exceeds trends observed today. c, Scenario 3: requisite longevity threshold (yr) to achieve the 28,069 mile requisite aggregate utilization threshold. Blue text represents current EV utilization multipliers (the proportion of miles EVs cover versus equivalent ICEVs), primary versus secondary vehicle utilization percentage and new vehicle ownership duration. Red shades denote conditions wherein estimated requisite longevity exceeds current trends. d, Scenario 4: requisite longevity threshold (yr) to achieve the 68,160 mile requisite aggregate utilization threshold. Blue text represents current EV utilization multipliers (the proportion of miles EVs cover versus equivalent ICEVs), primary versus secondary vehicle utilization percentage and new vehicle ownership duration. Red shades denote conditions wherein estimated requisite longevity exceeds current trends.
Re-thinking procurement incentives for electric vehicles to achieve net-zero emissions

June 2022

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201 Reads

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55 Citations

Nature Sustainability

Procurement incentives are a widely leveraged policy lever to stimulate electric vehicle (EV) sales. However, their effectiveness in reducing transportation emissions depends on the behavioural characteristics of EV adopters. When an EV is used, under what conditions and by whom dictates whether or not these vehicles can deliver emissions reductions. Here, we document that replacing gasoline powered vehicles with EVs may—depending on behavioural characteristics—increase, not decrease, emissions. We further show that counterfactual vehicle inventory—how many vehicles a household would own absent an EV purchase—is an important influencer of these effects. We conclude that achieving emissions reductions using EVs requires redesigning procurement incentive programmes in a manner that (re)distributes incentives towards the second-hand EV market. Doing so would not only facilitate emissions reductions but also address fiscal prudency and regressivity concerns associated with these programmes.


Figure 3: Relief eligibility estimates by parental group (S2). Solid lines represent values generalizable to the population. Dotted lines indicate underestimated population-wide values. Values that cannot be estimated are omitted from presentation/analysis.
Figure 4: Relief eligibility for maximum envisioned per-child benefit. A and B correspond to S1 and S2 scenario respectively.
Figure 5: Relief eligibility for refundable only pathways. A and B correspond to S1 and S2 scenario respectively.
Figure 6: Impact of ACTC-CTC parity by credit size. A and B correspond to S1 and S2 scenario respectively.
Estimating beneficiaries of the child tax credit: past, present, and future

May 2022

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144 Reads

Government efforts to address child poverty commonly encompass economic assistance programs that bolster household income. The Child Tax Credit (CTC) is the most prominent example of this. Introduced by the United States Congress in 1997, the program endeavors to help working parents via income stabilization. Our work examines the extent to which the CTC has done so. Our study, which documents clear, consistent, and compelling evidence of gender inequity in benefits realization, yields four key findings. First, stringent requisite income thresholds disproportionally disadvantage single mothers, a reflection of the high concentration of this demographic in lower segments of the income distribution. Second, married parents and, to a lesser extent, single fathers, are the primary beneficiaries of the CTC program when benefits are structured as credits rather than refunds. Third, making program benefits more generous disproportionally reduces how many single mothers, relative to married parents and single fathers, can claim this benefit. Fourth and finally, increasing credit refundability can mitigate gender differences in relief eligibility, although doing so imposes externalities of its own. Our findings can inform public policy discourse surrounding the efficacy of programs like the CTC and the effectiveness of programs aimed at alleviating child poverty.



Estimating the energy impact of electric, autonomous taxis: Evidence from a select market

September 2021

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77 Reads

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4 Citations

Electric, autonomous vehicles promise to address technical consumption inefficiencies associated with gasoline use and reduce emissions. Potential realization of this prospect has prompted considerable interest and investment in the technology. Using publicly available data from a select market, we examine the magnitude of the envisioned benefits and the determinants of the financial payoff of investing in a tripartite innovation in motor vehicle transportation: vehicle electrification, vehicle automation, and vehicle sharing. In contrast to previous work, we document that (a) the technology’s envisioned cost effectiveness may be impeded by previously unconsidered parameters, (b) the inability to achieve cost parity with the status quo does not necessarily preclude net increases in energy consumption and emissions, (c) these increases are driven primarily by induced demand and mode switches away from pooled personal vehicles, and (d) the aforementioned externalities may be mitigated by leveraging a specific set of technological, behavioral and logistical pathways. We quantify—for the first time—the thresholds required for each of these pathways to be effective and demonstrate that pathway stringency is largely influenced by heterogeneity in trip timing behavior. We conclude that enacting these pathways is crucial to fostering environmental stewardship absent impediments in economic mobility.


Citations (12)


... These components operate through a lithium-ion intercalation process, where lithium ions migrate between the anode and cathode to store or discharge energy. The choice of battery chemistry significantly influences energy density, lifespan, cost, and sustainability [49][50][51]. ...

Reference:

Critical Materials for EV Batteries: Challenges, Opportunities, and Policymakers
Estimating the tipping point for lithium iron phosphate batteries
  • Citing Article
  • January 2025

Applied Energy

... Koroma et al. (2022) performed a battery LCA, emphasizing the need to parallel the deployment of BEVs with the expansion of renewable energy and the development of effective recycling processes for both vehicle bodies and batteries. Woodley et al. (2024) highlighted the limitations of the current mineral production capacity to meet the targeted EV production by 2032. Thus, some studies have indicated that concerns exist over the viability of EV deployment in the current situation. ...

Climate impacts of critical mineral supply chain bottlenecks for electric vehicle deployment

... The magnitude of the differential between abatement costs and the SCC warrants scrutiny from policymakers given the evolution of intent of CAFE standards away from being a mechanism for reducing dependence on foreign oil, to a means of lessening GHG emissions by reducing oil consumption altogether (57). Given the concurrent need to reduce GHG emissions and maintain energy security, while ensuring that efforts to do so are cost effective, our results highlight the need to explore alternative regulations that achieve more robust emissions reductions per dollar spent (58,59). ...

Which state is the cleanest of them all? Pricing long run heterogeneity in carbon abatement costs across America
  • Citing Article
  • August 2024

Journal of Cleaner Production

... The magnitude of the differential between abatement costs and the SCC warrants scrutiny from policymakers given the evolution of intent of CAFE standards away from being a mechanism for reducing dependence on foreign oil, to a means of lessening GHG emissions by reducing oil consumption altogether (57). Given the concurrent need to reduce GHG emissions and maintain energy security, while ensuring that efforts to do so are cost effective, our results highlight the need to explore alternative regulations that achieve more robust emissions reductions per dollar spent (58,59). ...

Targeted electric vehicle procurement incentives facilitate efficient abatement cost outcomes
  • Citing Article
  • May 2023

Sustainable Cities and Society

... Nevertheless, during the actual process of R&D, significant uncertainties arise in various facets, including technology, market, and policies, the success and timing of technological innovation carry a high degree of uncertainty [2][3][4]. For instance, the electric vehicle batteries industry faces uncertainties associated with material technology upgrades [5], ambiguous market dynamics (electric or hydrogen energy) [6], and the reduction of subsidies for new energy vehicles W. Guo, Y. Liang and M. Lei [7]. The timing of achieving a technological breakthrough in performance remains uncertain [8]. ...

Governments should optimize electric vehicle subsidies
  • Citing Article
  • March 2023

Nature Human Behaviour

... Similar scrutiny should be applied to regulations that rely on specific discount rates to be net beneficial. Doing so would not only facilitate emissions reductions but also address economic policy concerns associated with these regulations (14,51 For example, the regulators may conclude that the regulation delivers a net-benefit per unit regulated but may not give an economy-wide estimate of the benefit. Or, the regulators may acknowledge a benefit but not report, or the benefit category is simply unmentioned.' ...

Re-thinking procurement incentives for electric vehicles to achieve net-zero emissions

Nature Sustainability

... The RAT has a lower analytic sensitivity compared to RT-PCR, so its results can only be positive when the viral load is significantly high, presumably reaching the infectious stage of the virus trajectory [11]. Hence, there are debates on the roles of RAT and RT-PCR, such as in the routine airline testing [12]. ...

Rethinking routine airline testing during COVID-19
  • Citing Article
  • February 2022

Nature Human Behaviour

... Evidence suggests that, if AVs are shared (i.e., ride-pooled) and electric (i.e., green-sourced), they are expected to reduce vehicle ownership and congestion, enhance energy efficiency through rightsizing, virtually eliminate greenhouse gas emissions, allow urban space reclaiming through reduced parking needs and enhance social equity for disadvantaged groups (Fulton, 2018;Greenblatt and Saxena, 2015;Kontar et al., 2021;Li et al., 2022;Milakis et al., 2017;Milakis and Van Wee, 2020;Nikitas et al., 2021;Pan et al., 2021;Rodier et al., 2022;Silva et al., 2022;. In comparison, a deployment scenario of primarily private or non-pooled shared electric AVs (i.e., ride-hailed), although still beneficial from greenhouse gas emissions perspective, it is expected to cause further societal harm because of increased total travel demand (Circella et al., 2022;Emberger and Pfaffenbichler, 2020;Harb et al., 2021;Narayanan et al., 2020;Saleh and Hatzopoulou, 2020;Schaller, 2021;Soteropoulos et al., 2019), modal shift from public transport and active modes (Hörl et al., 2021), further congestion delays (Beojone and Geroliminis, 2021;Childress et al., 2015;Diao et al., 2021;Tarduno, 2021) further suburbanisation, increased space consumption for parking, reduced social equity (Milakis et al., 2018), increased energy consumption (Nunes et al., 2021) and reduced physical activity (Rojas-Rueda et al., 2020). ...

Estimating the energy impact of electric, autonomous taxis: Evidence from a select market

... Over the past four decades, the rapid development of autonomous driving has not only increased driving comfort and safety, reduced emissions, and increased convenience for people with disabilities, but has also brought about new hope for optimizing traffic flow and reduce traffic congestion [1][2][3][4]. In the realm of autonomous driving, many achievements are centered around autonomous driving decision making and control, involving machine learning, deep learning, and artificial intelligence (AI) [5][6][7]. ...

Road safety, health inequity and the imminence of autonomous vehicles
  • Citing Article
  • August 2021

Nature Machine Intelligence

... The manufacturing of HEV batteries requires fewer specialty raw materials, alleviating mineral supply constraints 42,43 . Moreover, HEVs offer substantially lower emissions relative to ICEVs for a similar vehicle price (thereby offering greater affordability to consumers relative to current EVs) 44 while also enjoying relative market popularity compared to EVs (thereby affording more rapid widespread deployment) 45 . HEVs' popularity has persisted despite the gradual withdrawal of HEV-specific procurement incentives first enacted in 2008 46,47 . ...

Near-term policy pathways for reducing car and light-truck emissions