Do Facts Matter? Consumer Misperceptions About Adopting Electrification Technologies

Consumer adoption of electrification technologies such as electric vehicles (EVs) and heat pumps (HPs) is critical for mitigating climate change. While previous research has focused on demographic factors, incentives, and technology attributes, we do not yet understand how consumers’ ability to discern fact from fiction about these technologies relates to their adoption interest. In a preregistered study, we conducted an online national U.S. survey (n = 861) to investigate relationships between adoption interests and participants’ ability to discern true and false narrative statements about EVs and HPs. Our results show distinct consumer segments and reasons for technology adoption. We also find that adoption interest is not significantly associated with participants’ ability to discriminate accurate information about the technologies. Surprisingly, technology owners are less accurate than non-owners, being more likely to endorse false positive narrative statements and less likely to endorse correct negative narrative statements, regardless of technology. The disconnect between adoption and accuracy suggests that efforts to promote these technologies should focus beyond information provision to also address consumers’ biases. Politically liberal participants were biased toward positive statements, while politically conservative participants were biased toward negative statements about these technologies, again indicating confirmation bias. This bias is far stronger for EVs than HPs, given that HPs are broadly less familiar and less politically polarizing. Our work shows how participants systematically succumb to confirmation bias when navigating information which can dramatically shape adoption interest.

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Publication Details

Journal
Climatic Change
Published
2026-02-01
DOI
https://doi.org/10.1007/s10584-026-04120-9
Primary Topic
Environmental Education and Sustainability
Type
article
Field-Weighted Citation Impact
0.00

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article

Do Facts Matter? Consumer Misperceptions About Adopting Electrification Technologies

Benjamin Motz, Shahzeen Z. Attari, John D. Graham, Apramay Mishra et al.
Climatic Change
Environmental Education and Sustainability
article

Do Facts Matter? Consumer Misperceptions About Adopting Electrification Technologies

Benjamin Motz, Shahzeen Z. Attari, John D. Graham, Apramay Mishra, Ty Trapp, Grace K. Brautigam
article en

Abstract

Consumer adoption of electrification technologies such as electric vehicles (EVs) and heat pumps (HPs) is critical for mitigating climate change. While previous research has focused on demographic factors, incentives, and technology attributes, we do not yet understand how consumers’ ability to discern fact from fiction about these technologies relates to their adoption interest. In a preregistered study, we conducted an online national U.S. survey (n = 861) to investigate relationships between adoption interests and participants’ ability to discern true and false narrative statements about EVs and HPs. Our results show distinct consumer segments and reasons for technology adoption. We also find that adoption interest is not significantly associated with participants’ ability to discriminate accurate information about the technologies. Surprisingly, technology owners are less accurate than non-owners, being more likely to endorse false positive narrative statements and less likely to endorse correct negative narrative statements, regardless of technology. The disconnect between adoption and accuracy suggests that efforts to promote these technologies should focus beyond information provision to also address consumers’ biases. Politically liberal participants were biased toward positive statements, while politically conservative participants were biased toward negative statements about these technologies, again indicating confirmation bias. This bias is far stronger for EVs than HPs, given that HPs are broadly less familiar and less politically polarizing. Our work shows how participants systematically succumb to confirmation bias when navigating information which can dramatically shape adoption interest.

Climatic ChangeVol. 179(2)
Indiana University Bloomington (US)
Indiana University Bloomington
Reduced inequalities
Openalex Percentile: Top 73%
Environmental Education and Sustainability
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Do Facts Matter? Consumer Misperceptions About Adopting Electrification Technologies — Benjamin Motz, Shahzeen Z. Attari, et al. · Climatic Change (2026) | TGRS Research Map | TGRS