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Journal Article

Do Facts Matter? Consumer Misperceptions About Adopting Electrification Technologies

Shahzeen Z. Attari; Benjamin A. Motz; Apramay Mishra; Grace K. Brautigam; Ty Trapp; John D. Graham
Climatic Change · Vol. 179, Issue 2 · 2026

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.

Bibliographic Information

JournalClimatic Change
PublisherSpringer
Publication Date2026-02-01
Publication Year2026
Volume179
Issue2
Document TypeJournal Article
Print ISSN0165-0009
eISSN1573-1480
DOI10.1007/s10584-026-04120-9

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NARA Access Coverage1977-01-01~Current
Journal Homepagehttps://www.springer.com/journal/10584
Publisher PageOpen Publisher Page
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