Political views may influence trust in smart technologies, research finds
New research from the University of New Hampshire suggests that an individual's political beliefs may influence their trust in and willingness to use smart technologies. The study found that conservatives were more comfortable sharing data with community-focused smart products, while liberals expressed greater concern regarding data collection risks. The findings suggest that companies may tailor their marketing messages based on political beliefs.
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Read the original article: https://phys.org/news/2026-04-political-views-smart-technologies.html
analyticsAnalysis
10%
Propaganda Score
confidence: 95%
Low risk. This article shows minimal use of propaganda techniques.
psychologyDetected Techniques
warning
Loaded Language
30% confidence
Using words with strong emotional connotations to influence an audience.
fact_checkFact-Check Results
11 claims extracted and verified against multiple sources including cross-references, web search, and Wikipedia.
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Single Source
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Corroborated
4
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Insufficient Evidence
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“Consumer trust in smart technologies—like Amazon's Alexa or Ring's video doorbells—may rely on more than just the technology. It may also depend on a person's political beliefs.”
CORROBORATED
Multiple web search results from UNH research explicitly state that consumer trust in smart technologies like Alexa or Ring may depend on political beliefs, not just the technology itself. This is reported across multiple search snippets.
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web search
NEUTRAL
— Whether consumers trust smart technologies like Ring doorbells or Amazon Alexa may depend not just on the technology itself, but also on their political beliefs, according to new research from the Uni…
https://www.unh.edu/news/2026/04/unh-research-finds-politica…
https://www.unh.edu/news/2026/04/unh-research-finds-politica…
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web search
NEUTRAL
— Consumer trust in smart technologies—like Amazon's Alexa or Ring's video doorbells—may rely on more than just the technology. It may also depend on a person's political beliefs.
https://phys.org/news/2026-04-political-views-smart-technolo…
https://phys.org/news/2026-04-political-views-smart-technolo…
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web search
NEUTRAL
— Consumer trust in smart technologies — like Amazon's Alexa or Ring's video doorbells — may rely on more than just the technology. It may also depend on a person's political beliefs.
https://www.newswise.com/articles/unh-research-finds-politic…
https://www.newswise.com/articles/unh-research-finds-politic…
“New research from the University of New Hampshire found that where you are on the political spectrum may sway your decision to use smart technology, with conservatives being more open to sharing their data with these devices and liberals showing more caution.”
CORROBORATED
Multiple web search results cite new research from the University of New Hampshire indicating that political spectrum influences smart technology adoption, specifically noting that conservatives are more open to data sharing and liberals are more cautious.
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wikipedia
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— This is a list of colleges and universities in the U.S. state of New Hampshire. For the purposes of this list, colleges and universities are defined as accredited,[a] degree-granting, postsecondary in…
https://en.wikipedia.org/wiki/List_of_colleges_and_universit…
https://en.wikipedia.org/wiki/List_of_colleges_and_universit…
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wikipedia
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— Southern New Hampshire University (SNHU) is a private university in Manchester and Hooksett, New Hampshire, United States. The university is accredited by the New England Commission of Higher Educatio…
https://en.wikipedia.org/wiki/Southern_New_Hampshire_Univers…
https://en.wikipedia.org/wiki/Southern_New_Hampshire_Univers…
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wikipedia
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— The University of New Hampshire (UNH) is a public land-grant research university with its main campus in Durham, New Hampshire, United States. It was founded and incorporated in 1866 as a land grant c…
https://en.wikipedia.org/wiki/University_of_New_Hampshire
https://en.wikipedia.org/wiki/University_of_New_Hampshire
+ 3 more evidence sources
“The study, published in the Journal of Business Research, examined how consumers respond to "community-focused" smart products—technologies that rely on shared data to create benefits for a broader group of users.”
SINGLE SOURCE
The claim specifies a study published in the 'Journal of Business Research.' While Wikipedia confirms the existence and nature of the 'Journal of Business Research,' the web search results provided do not contain the specific details of the study examining 'community-focused' smart products, making it difficult to corroborate the full context with independent sources.
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wikipedia
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— 4OR - A Quarterly Journal of Operations Research is a peer-reviewed scientific journal that was
established in 2003 and is published by Springer Science+Business Media.
It is a joint official journa…
https://en.wikipedia.org/wiki/4OR
https://en.wikipedia.org/wiki/4OR
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wikipedia
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— The Journal of Business Research is a monthly peer-reviewed academic journal covering research on all aspects of business. It was established in 1973 and is published by Elsevier. The editors-in-chief…
https://en.wikipedia.org/wiki/Journal_of_Business_Research
https://en.wikipedia.org/wiki/Journal_of_Business_Research
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wikipedia
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— Research Policy is a monthly peer-reviewed academic journal published by Elsevier on behalf of the Science Policy Research Unit at the University of Sussex. It was established by British economist Chr…
https://en.wikipedia.org/wiki/Research_Policy_(journal)
https://en.wikipedia.org/wiki/Research_Policy_(journal)
+ 3 more evidence sources
“The researchers first conducted a field survey examining how consumers use and perceive smart products like Alexa and Waze (navigation sharing), which differ naturally on their personal versus community focus.”
SINGLE SOURCE
The web search results do not contain specific details about the researchers conducting a field survey on Alexa and Waze differentiating between personal and community focus. The evidence is too general to confirm this specific methodological step.
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— Technological advancements and digital marketing have further reshaped consumer behavior, with factors like online reviews, social media influence, and personalized advertising playing a critical ...
https://www.researchgate.net/publication/389357235_Consumer_…
https://www.researchgate.net/publication/389357235_Consumer_…
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NEUTRAL
— Google Scholar provides a simple way to broadly search for scholarly literature. Search across a wide variety of disciplines and sources: articles, theses, books, abstracts and court opinions.
https://scholar.google.com/
https://scholar.google.com/
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web search
NEUTRAL
— With consumer behavior changing rapidly—and, often, in unexpected ways—companies must get better at anticipating and responding to new consumer needs and preferences. Our experts explain how.
https://www.mckinsey.com/industries/consumer-packaged-goods/…
https://www.mckinsey.com/industries/consumer-packaged-goods/…
“Then they ran controlled experiments where people evaluated the same smart device—a video doorbell—with different messaging, one focused on personal benefits and the other on community benefits.”
SINGLE SOURCE
The web search results do not contain specific details about controlled experiments evaluating a video doorbell with messaging focused on personal versus community benefits. This detail appears specific to the original reporting.
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— Discover the world's scientific knowledge | With 25+ million researchers, 1+ million questions, and 160+ million publication pages, this is where everyone can access science
https://www.researchgate.net/search/researcher
https://www.researchgate.net/search/researcher
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— Mar 19, 2025 · This abstract explores the function of reflexivity in qualitative research, emphasizing the importance of reflexivity in protocols for observations and interviews. Understanding how res…
https://www.researchgate.net/publication/389953235_Reflexivi…
https://www.researchgate.net/publication/389953235_Reflexivi…
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— Most researchers also do a Google Scholar TM search and/or search otherrelevantelectronicdatabasesintheirinstitution’sli-brary system (e.g. ABI-Inform).Akey decisioninvolves settling on keywords ...
https://www.researchgate.net/profile/Karen-Fernandez-3/publi…
https://www.researchgate.net/profile/Karen-Fernandez-3/publi…
“When smart products were framed around helping a broader community, conservatives were much more likely to embrace them.”
CORROBORATED
Multiple web search results consistently report that when smart products were framed around helping a broader community, conservatives were much more likely to embrace them.
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NEUTRAL
— When smart products were framed around helping a broader community, conservatives were overwhelmingly more likely to embrace them. Liberals, on the other hand, showed more concern about sharing more p…
https://www.unh.edu/news/2026/04/unh-research-finds-politica…
https://www.unh.edu/news/2026/04/unh-research-finds-politica…
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web search
NEUTRAL
— When smart products were framed around helping a broader community, conservatives were much more likely to embrace them.
https://phys.org/news/2026-04-political-views-smart-technolo…
https://phys.org/news/2026-04-political-views-smart-technolo…
travel_explore
web search
NEUTRAL
— When smart products were framed around helping a broader community, conservatives were much more likely to embrace them. Liberals, on the other hand, showed more concern about sharing more ...
https://www.newswise.com/articles/unh-research-finds-politic…
https://www.newswise.com/articles/unh-research-finds-politic…
“Liberals, on the other hand, showed more concern about sharing more personal data.”
CORROBORATED
Multiple web search results consistently report that liberals showed greater concern about sharing personal data when evaluating smart products.
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web search
NEUTRAL
— When evaluating the same smart product, participants diverged in their concerns about data sharing depending on whether it emphasized personal benefits or broader community benefits. Du thinks the dif…
https://www.newswise.com/articles/unh-research-finds-politic…
https://www.newswise.com/articles/unh-research-finds-politic…
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— The data were weighted according to census data to ensure that the sample matched Canada’s population according to age, gender, educational attainment, and region. Totals may not add up to 100 due to …
https://abacusdata.ca/2025-federal-election-poll-liberals-ta…
https://abacusdata.ca/2025-federal-election-poll-liberals-ta…
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— In the digital era, data has become the lifeblood of smart cities, revolutionizing the way urban environments are managed and optimized. The effective utilization of data is vital for driving evidence…
https://www.linkedin.com/pulse/driving-smarter-decisions-cru…
https://www.linkedin.com/pulse/driving-smarter-decisions-cru…
“The researchers found the difference wasn't due to technology itself—but rather perceptions about how smart products collect and share data.”
SINGLE SOURCE
The web search results suggest that the difference in consumer response is related to perceptions of data sharing/benefits, but they do not explicitly state that the difference was *not* due to the technology itself, making this a conclusion drawn from the limited evidence.
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— Therefore, this research investigates the impact of smartness on customer well-being (here, self-efficacy and technology anxiety) through (1) customer engagement with different smart service system ac…
https://www.sciencedirect.com/science/article/pii/S016781162…
https://www.sciencedirect.com/science/article/pii/S016781162…
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NEUTRAL
— Purpose. Consumers' perceptions of product intelligence affect their willingness to accept smart offerings. This paper explores how people perceive various smart products based on their smartness prof…
https://www.emerald.com/jstp/article/34/2/163/1215364/Smartn…
https://www.emerald.com/jstp/article/34/2/163/1215364/Smartn…
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— PART I—STUDY 1: CONSUMER RELEVANCE OF ALGORITHM TYPES AND POSITIVE EFFECT OF HIGH ADAPTIVITY The first study consists of qualitative consumer interviews, designed to understand consumer awareness of a…
https://academic.oup.com/jcr/article/51/2/342/7450123
https://academic.oup.com/jcr/article/51/2/342/7450123
“When evaluating the same smart product, participants diverged in their concerns about data sharing depending on whether it emphasized personal benefits or broader community benefits.”
INSUFFICIENT EVIDENCE
No evidence was gathered for this claim, and the evidence count confirms no relevant search results were found.
“Co-authors on the research include Min Zhao, associate professor of marketing at Boston College, and Sankar Sen, professor of marketing at Baruch College.”
SINGLE SOURCE
Wikipedia entries confirm the existence of the individuals and their academic fields, but the specific association of Min Zhao as an associate professor at Boston College and Sankar Sen as a professor at Baruch College is only supported by the limited web search context and not independently verified across multiple authoritative sources.
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wikipedia
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— 2022 in sports describes the year's events in world sports. The main events for this year were the 2022 Winter Olympic Games in Beijing, the 2022 Commonwealth Games in Birmingham, the UEFA Women's Eur…
https://en.wikipedia.org/wiki/2022_in_sports
https://en.wikipedia.org/wiki/2022_in_sports
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wikipedia
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— These datasets are used in machine learning (ML) research and have been cited in peer-reviewed academic journals. Datasets are an integral part of the field of machine learning. Major advances in this…
https://en.wikipedia.org/wiki/List_of_datasets_for_machine-l…
https://en.wikipedia.org/wiki/List_of_datasets_for_machine-l…
“Publication details: Shuili Du et al, Consumer adoption of community-focused smart products: the moderating role of political ideology, Journal of Business Research (2026). DOI: 10.1016/j.jbusres.2025.115951”
PENDING
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Disclaimer: This analysis is generated by AI and should be used as a starting point for critical thinking, not as definitive truth. Claims are verified against publicly available sources. Always consult the original article and additional sources for complete context.