Academic Projects
PEER-REVIEWED PUBLICATIONS
How publics in small-island states view climate change and international responses to it
2025. With Matto Mildenberger, Sara M. Constantino, Paasha Mahdavi, Parrish Bergquist, Emma Franzblau, Cesar Martinez-Alvarez, and Ingmar Sturm. Proceedings of the National Academy of Sciences (PNAS) 122 (30).
Available open access here: https://doi.org/10.1073/pnas.2415324122
Abstract (click to expand)
Climate change caused by carbon pollution from the worldโs largest economies poses an existential threat to small-island states and territories this century. These places bear virtually no responsibility for climate change but will face sea-level rise, fresh water resource degradation, and intensified storms that will kill or dislocate exposed publics, and damage local economies. To alleviate this crisis, the global community has begun discussing who is responsible for climate mitigation and adaptation costs for those affected by climate change, in addition to continued debates around the distribution of responsibility for climate change. Missing from this analysis, however, are systematic efforts to elicit the preferences and perceptions of publics in these threatened small-island states and territories. Here, we report results from a large-sample (n = 14,710) cross-national survey of publics living in climate-vulnerable states and territories, conducted in JuneโJuly 2022. By quota sampling through Facebookโs ad platform, we generate survey samples at the national or territorial level for publics in 55 small-island states, territories, and subnational regions in the South Pacific, Indian Ocean, and Caribbean. We find widespread awareness and concern about the threat posed by climate change and sea-level rise, in contrast to what existing research finds in the Global North. We also find that climate-vulnerable publics believe their home governments, large polluters, and former colonial powers are all responsible for helping to manage the climate crisis, irrespective of these actorsโ relative carbon emissions. These findings fill an important gap by depicting climate beliefs among the communities at the frontlines of climate change.
The politics of intersecting crises: the effect of the COVID-19 pandemic on climate policy preferences
2022. With Parrish Bergquist, Erick Lachapelle, Matto Mildenberger, and Kathryn Harrison, British Journal of Political Science.
Available open access here: https://doi.org/10.1017/S0007123422000266
Abstract (click to expand)
Few contemporary crises have reshaped public policy as dramatically as the COVID-19 pandemic. In its shadow, policymakers have debated whether other pressing crisesโincluding climate changeโshould be integrated into COVID-19 policy responses. Public support for such an approach is unclear: the COVID-19 crisis might eclipse public concern for other policy problems, or complementarities between COVID-19 and other issues could boost support for broad government interventions. In this research note, we use a conjoint experiment, panel study, and framing experiment to assess the substitutability or complementarity of COVID-19 and climate change among US and Canadian publics. We find no evidence that the COVID-19 crisis crowds out public concern about the climate crisis. Instead, we find that the publics in both countries prefer that their governments integrate climate action into COVID-19 responses. We also find evidence that analogizing climate change with COVID-19 may increase concern about climate change.
PAPERS UNDER REVIEW
State and local attitudes toward household electrification in California: evidence from a large survey
Working paper, under review. First author. With Sophia Tomany de Brito, Yohan Min, Sanjay Poudel, Madalsa Singh, Patricia Hidalgo-Gonzalez, Ranjit Deshmukh, Grace C. Wu, and Matto Mildenberger.
Pre-print available at https://osf.io/preprints/socarxiv/zjcw2_v1
Abstract (click to expand)
Decarbonizing residential energy depends on millions of households making millions of purchasing decisions across multiple household electrification technologies, especially solar and storage systems, electric vehicles, heat pumps, and induction stoves. This paper describes consumer attitudes towards household electrification using a large representative survey of 7,158 households in California, with data collected in Spring 2025 from a stratified sample that includes large subgroups across all of California’s climate zones as well as from census tracts designated as Disadvantaged Communities by the state. Alongside a wide range of sociodemographic and attitudinal predictors of current adoption, we measure future adoption interest with a personalized contingent-valuation measure of the minimum financial incentive/subsidy required to adopt along a technology-specific subsidy ladder. Leveraging the large statewide sample size, we also use multilevel regression with post-stratification (MRP) to estimate future adoption rates for each of California’s 9,129 census tracts for every threshold along this subsidy ladder. We find substantial latent demand, especially for technologies with low current adoption. We also find heterogeneity across technologies in consumers’ sensitivity to subsidies and that attitudinal predictors (and especially beliefs about cost, health, and safety benefits) dominate sociodemographic predictors. These results have direct implications for active policy design. Information campaigns designed to shift beliefs about health and safety play an important complementary role alongside cost-focused messages. Our geographically fine-grained estimates of future adoption at the census tract level provide rich local data for policy-makers, researchers, and practitioners designing incentive programs and planning grid infrastructure as California households continue to electrify.
When do communities support clean energy infrastructure? Results from a large, representative survey of planned and prospective utility-scale solar sites in the United States
Working paper, under review. First author. With Sara M. Constantino, Yohan Min, Shawn Rumery, Robi Nilson, Ben Hoen, Holly Caggiano, David Gahl, Grace C. Wu, and Matto Mildenberger.
Please contact me at gderoche [at] ucsb [dot] edu for a copy of the paper.
Abstract (click to expand)
Community opposition to (and support for) energy infrastructure has emerged as a critical determinant of the pace and success of the clean energy transition. Recognizing the need to mitigate local opposition, policymakers and developers are exploring what types of compensation and community engagement will increase community buy-in for local developments. However, large-N studies of communities where utility-scale energy infrastructure are relatively rare, and most studies typically occur at late-stages of project development. Here, we report the results from a representative survey of US communities with planned and prospective utility-scale solar projects. We find only mild opposition to clean energy developments across target communities, but reduced support among communities with previous exposure to solar developments. Importantly, we find that respondents substantially overestimate the level of opposition to clean energy among their neighbors. In a series of choice experiments, we find that project attributes can substantially shift community support for local development; for example, we find strong disapproval of developments that will be used to power data centers and/or AI needs. Overall, our results provide a holistic understanding of energy transition attitudes among the communities most impacted by large-scale infrastructure build-out.
Climate change and migration in the worldโs small island states: evidence from a novel, large survey
Working paper, under review. First author. With Cesar B. Martinez-Alvarez.
Please contact me at gderoche [at] ucsb [dot] edu for a copy of the working paper.
Abstract (click to expand)
Despite growing interest in climate change-induced migration, we lack empirical evidence of climate changeโs impacts in shaping migration preferences in highly vulnerable countries. To address this gap, we employ a novel, large-N survey, the first to sample from nearly every small-island state and territory in the world across the South Pacific, Indian Ocean, and Caribbean. We propose a theoretical framework to understand the role of climate impacts in shaping migration intent, emphasizing objective/subjective vulnerability, time horizons, and adaptation policies. Using an embedded experiment, we find that while offering hypothetical legal support for migration strengthens desire to migrate, providing hypothetical financial resources has the opposite effect. Additionally, future expectation of climate harm is more strongly associated with desire to migrate than past experiences, and exposure to adaptation policies is a weak predictor of the same. These findings contribute to the growing literature on climate mobility among those most vulnerable to displacement.
Distributional impacts of electricity rate reform in California
Working paper, under review. Madalsa Singh, Rajni Kant Bansal, Gabriel De Roche. Yohan Min, Sanjay Poudel, Grace C. Wu, Matto Mildenberger, Patricia Hidalgo-Gonzalez, and Ranjit Deshmukh.
Please contact me at gderoche [at] ucsb [dot] edu for a copy of the paper.
Abstract (click to expand)
Rising electricity prices disproportionately affect low-income households, acting as a barrier to equitable electrification and making electricity rate reform a critical policy priority. We evaluate the distributional impacts of rate reform in California across climate zones, income, and adoption of both electric vehicles and solar-plus-storage systems. We explore three policy levers for rate reform: a revenue-neutral expansion of income-graduated fixed charges (fixed charges”, removing wildfire costs from utility revenue requirement, and reducing the authorized return on equity. Under the fixed charge expansion, lower grid electricity consumers including non-adopters in coastal (milder weather) regions and solar-plus-storage adopters face bill increases (up to $910/year for non-CARE adopters), whereas higher consumers including those in inland hotter regions save. These charges are progressive but weaken solar-plus-storage incentives. However, co-adoption of electric vehicles with solar-plus-storage systems improves economics, with non-CARE adopters saving up to $325/year. Moving wildfire-related costs from utility revenue requirement to other revenue sources can substantially reduce non-adopter bills (10โ27% or $176โ$959/year) with proportional savings across geographies and technologies, but reducing return on equity by one percentage point yields only modest savings. Thus, expanding income-graduated fixed charges, incentivizing electrification with solar-plus-storage adoption, and removing wildfire-related costs from utility revenue requirement could advance both equitable decarbonization and affordability.
Survey-based, spatially resolved pathways of household electrification technology adoption and equity outcomes
Working paper, under review. Yohan Min, Madalsa Singh, Gabriel De Roche, Sanjay Poudel, Patricia Hidalgo-Gonzalez, Ranjit Deshmukh, Matto Mildenberger, Grace C. Wu.
Please contact me at gderoche [at] ucsb [dot] edu for a copy of the paper.
Abstract (click to expand)
Electricity infrastructure planning requires spatially resolved estimates of household adoption of electrification technologies, yet existing approaches typically trade off behavioral specificity for spatial coverage. We address this gap with a survey-to-scenario adoption modeling framework that links household-level stated preferences to spatially representative adoption estimates. Using a stratified survey of 7,158 California households and multilevel regression with poststratification, we estimate census-tract adoption potential for electric vehicles (EVs), heat pumps, induction cooking, and rooftop PV with storage under 2035 scenarios. Financial incentives, EV-range improvements, and reported exposure to adopters produce different marginal responses in disadvantaged (DAC) and nonโdisadvantaged communities, with DACs generally exhibiting lower incremental gains in adoption. Knowing an adopter in one’s social network is strongly associated with adoption outcomes but varies by technology and urban-rural setting. Adoption of EVs, heat pumps, and induction stoves is more spatially coincident than PV-plus-storage, revealing geographic mismatches relevant for planning. Statewide averages obscure highly concentrated local patterns, underscoring the importance of spatially resolved estimates. The framework generates high-resolution spatial adoption scenarios from directly elicited household preferences and integrates equity in both sampling and spatial outputs, enabling planners and researchers to evaluate equity implications, cross-technology spatial patterns, and localized infrastructure needs in ways that state-level spatial resolution cannot.
WORKING PAPERS
The quiet climate voter: issue salience and the illusion of climate backlash in 17 countries
Please contact me at gderoche [at] ucsb [dot] edu for a copy of the working paper.
Abstract (click to expand)
Recent election post-mortems across several democracies have emphasized the declining salience of climate change, advancing a view that pro-climate policies contributed to a perception among voters that left-leaning parties have โover-reachedโ on climate, generating a backlash. For this to be true, however, we would need to observe a pivotal group of voters who are lukewarm-or-negative on climate policy and for whom this is important for their vote. We test this “climate backlash” folk theory using an original cross-national survey in 17 democracies with a sample size of 21,600 respondents. In Study 1, we reproduce the “climate backlash” theoryโs initial finding on declining salience of climate change as an issue, ranking tenth in a battery of twelve issues. However, in Study 2, we introduce a novel measurement technique that improves on issue-ranking salience measures by capturing both the valence of a respondentโs climate/clean-energy transition opinions as well as the salience of that opinion in their vote choice. We find a stark asymmetry with this improved measure: only 6.6% of the pooled electorate are opponents who say the issue moves their vote, while a majority of supporters (52%) say the same. In a third study employing a candidate conjoint experiment to identity the magnitude of a supposed “climate backlash” effect, we instead find that clean energy-supporting candidates beat fossil fuel-supporting candidates in 16 of 17 countries in our study; rather than facing a penalty, pro-climate candidates receive a reward. Clean energy-supporting candidates face a penalty from only the most motivated right-leaning voters.
Admitting climate migrants: experimental evidence from a survey of ten countries
Please contact me at gderoche [at] ucsb [dot] edu for a copy of the working paper.
Abstract (click to expand)
Over the coming decades, millions of people around the world will be displaced by climate change. Despite the potential scale of this change in migration patterns, relatively little is known about public preferences toward these prospective migrants. Drawing on a large public opinion sample in ten countries representing the top carbon-emitters in both the Global North and South, this paper offers experimental evidence of the effects of linking these migrantsโ displacement explicitly to climate change. I find that prospective migrants who have been forced from their homes due to climate change are seen as meriting admission more highly than economic migrants, and on par with migrants fleeing persecution, the only criterion currently included in most legal definitions of who qualifies for humanitarian admissions as refugees or asylees. I also test ways in which public opinion on climate migration is shaped by the interaction between the publicโs immigration attitudes and their climate change opinions through the process of issue linkage. The findings in this study suggest that public opinion barriers to developing expanded and differentiated admissions streams for climate-displaced people may be lower that previously thought, a finding with live policy implications as governments consider how they will manage the migration effects of a rapidly changing climate.
An expansionary port in a restrictive storm: experimental evidence of Americansโ preferences for admitting climate migrants
Please contact me at gderoche [at] ucsb [dot] edu for a copy of the working paper.
Abstract (click to expand)
As climate change displaces millions worldwide, possible receiving countries face mounting pressure to develop policy responses for this emerging class of migrants. Political scientists have only recently begun to investigate how climate change as a migration driver may alter the politics of immigration policymaking. In an era of restrictive immigration policy and with climate-displaced people lacking dedicated admissions pathways, what are the prospects for expansionary policy? We argue that targeted policy instruments such as a special humanitarian visa for climate migrants can garner public support even amid broader anti-immigration sentiment (as in our studyโs context, on the eve of Donald Trumpโs second inauguration). We theorize that information linking climate change and migration leads many voters to view climate-induced migration as inevitable, shifting preferences toward orderly management rather than restriction. We test this through an experiment with 3,095 US registered voters, introducing a novel measurement strategy that overcomes limitations of traditional immigration opinion surveys such as votersโ innumeracy over immigration levels. Respondents allocate up to 1,000 hypothetical visas across different migrant categories, allowing them to express both restrictive/expansionary preferences (by allocating many, few or even zero visas) and while also enabling relative prioritization across migrant classes. We find that information about climate-induced displacement significantly increases support for admitting climate migrants, with treated respondents allocating 20-22% of visas to this group, compared to 16\% in the control condition, a 25-35% increase over baseline preferences. Remarkably, this expansionary effect holds across virtually all ideological and partisan subgroups, including climate skeptics. These findings suggest that targeted, expansionary humanitarian immigration policies (an expansionary port in a restrictive storm) are possible even in policy environments where expansionary immigration policy is difficult.
SELECTED WORKS-IN-PROGRESS
The climate hush: assessing the evidence on electoral backlash to climate commitments in the United States
with Matto Mildenberger.
Description (click to expand)
Democrats have been told that talking about climate change will lose them votes. But that claim has never been tested in an empirically rigorous way. We fielded two nationally representative surveys to evaluate the โclimate hush.โ Does campaigning on climate really punish Democrats at the polls?Initial results published as a policy brief at https://2035initiative.com/climate-hush/, now being expanded into an academic paper for submission to peer review.
Modeling household electrification in California using geographically fine-grained survey data
with researchers at The 2035 Initiative at UC Santa Barbara.
Description (click to expand)
This project is a unique inter-disciplinary collaboration between engineers and social scientists. Using survey data collected using a geographically fine-grained mail-to-web survey methodology, we measure current adoption of household electrification technologies as part of the clean energy transition. We model present and future adoption at the census-tract level using multi-level regression with post-stratification (MRP) and model impacts on the electricity grid under multiple adoption scenarios.
Measuring preferences over local large-scale solar infrastructure development
with researchers at The 2035 Initiative at UC Santa Barbara.
Description (click to expand)
This project uses multi-wave surveys across the US to elicit preferences over local large-scale solar generation infrastructure. We construct a unique, geographically fine-grained sampling frame, and employ mail-to-web survey methodology to collect rich measures of attitudes and preferences. We then use subsequent survey waves to causally identify the impacts of innovative approaches to community engagement used by project partners in the solar energy industry.
Public opinion on economic transition in oil- and gas-producing communitis
with researchers at The 2035 Initiative at UC Santa Barbara.
Description (click to expand)
Using an innovative public opinion sampling approach, we collect a representative random sample of Americans living within 320 meters of an active oil or gas well. In this study, we measure attitudes toward fossil fuel extraction, the just transition, and preferences for local economic development and retraining policies.
The Power & Influence Index: measuring global prospects for progress on climate and the clean transition.
with researchers at The 2035 Initiative at UC Santa Barbara.
Description (click to expand)
This large project in partnership with global philanthropies and Arc Policy Lab measures the forces that open or close the โpolicymaking windowโ for progress on the clean transition. The project spans six data-streams across at least 25 countries. First, regular public opinion surveys will assess public attitudes and beliefs on climate and the clean transition, assessing electoral rewards or penalties for ambitious action. Second, my team is assembling a corpus of every legislative and committee speech delivered by an elected politician in each of these countries to assess how elites speak about the clean transition and who they name as influential interest group actors. Third, my team is assembling and coding every party platform/manifesto, and we will assess how parties differ in the ambition of their commitments and how platform attention maps to sectoral carbon emissions in these countries. Fourth, we will con-duct semi-structured interviews with political insiders in each country to measure how elites perceive the relative power of fossil- and clean-energy lobbies and electoral constituencies. Fifth, we will track media and social media mentions of clean transition issues and actors. Sixth, a Corporate Climate Tracker will monitor spending on politics by fossil- and clean-energy corporations and lobbies alongside governance and emissions commitments. Using Bayesian modelling techniques, these diverse data-streams can serve as inputs into a measurement model that allows us to compute interpretable and directly comparable โscoresโ across all the countries we analyze, which my team and I will track over time, observing how changes in particular forces exercise differential leverage over the window of opportunity for policy progress on the clean transition
Constructing an improved measure of attitudes toward immigration
Description (click to expand)
Many influential studies of public preferences on immigration employ a survey measure that asks the public whether they would prefer the number of immigrants be increased, decreased, or stay the same. How should we interpret this measure when study after study tells us that the public is largely innumerate when it comes to the number of migrants admitted annually. Drawing on experimental methods from the economics and marketing literature, I adapt and employ a number of incentive-compatible โwillingness-to-payโ (WTP) preference elicitation methods, resulting in a novel and more conceptually valid measure of public preferences on immigration levels.