Climate Policy · 2023 · 11 citations · 87 references
Public AffairsEnvironmental PolicyPublic PolicyCarbon ManagementClimate Change MitigationClimate PolicyCarbon Emissions ManagementDecarbonization PlanningElectric Vehicle PolicyStated Preference MethodsSustainable TransportSustainable TransportationFossil Fuel CombustionLogistic RegressionPublic AcceptancePublic Opinion EffectsPublic Policy SupportRandom Forest ClassificationSocio-technical TransitionsVehicle Emission Reduction
Limiting the global mean temperature increase to 1.5°C requires phasing out fossil fuel combustion almost entirely within the next three decades and replacing carbon-intensive technologies with low-carbon alternatives. Such socio-technical transitions are politically feasible only if public acceptance is sufficiently high. Here we investigate German citizens’ views on the phase-out of internal combustion engine vehicles (ICEVs) using a random forest (decision trees) classification and logistic regression model. We surveyed a demographically representative sample (N = 1,663) in 2021, finding that the majority of respondents (67%) approve of an ICEV phase-out by 2040 or hold a neutral stance. Acceptability is best predicted by the degree to which environmental problems are attributed to ICEVs, followed by respondents’ willingness to abandon cars altogether or adopt electric vehicles (EVs). Our results further indicate that acceptability can be increased by providing people with information that present EVs in a more favourable, and ICEVs in a less favourable light. When the European Commission proposed to ban the sale of ICEVs by 2035, we conducted a follow-up survey to investigate whether this had influenced acceptability in Germany – with the result that it had not. In terms of concrete policies, pull measures such as public transport or electric vehicle purchase subsidies are preferred by the public over more restrictive policies such as taxes or bans. The findings of this study shed light on different dimensions of public opinion and their important implications for policymaking and the political feasibility of this socio-technical transition. Insights from this research can help policymakers in designing effective yet widely acceptable transport decarbonization policies.
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Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text
The theory of planned behavior
Icek Ajzen · Organizational Behavior and Human Decision Processes · 1991 · 84.8K citations
Dennis Chong, James Druckman · Annual Review of Political Science · 2007 · 2.9K citations