Evidence map›Paper›PMID 40536905›Full record

ArticleJMIR formative research2025

Perceived Risk and Fashion on the Intention to Adopt Wireless Earbuds in the United States Using a Partial Least Squares-Structural Equation Modeling Approach: Empirical Study.

Edward M Lee, Chandrasekar Subramaniam, Sungjune Park

Abstract read
In one paragraph

Article in JMIR formative research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Edward M Lee *Bank of America, Charlotte, NC, United States.ORCID 0009-0003-2107-3970
Chandrasekar Subramaniam *Department of Business Information Systems and Operations Management, University of North Carolina Charlotte, 9201 University City Blvd, Charlotte, NC, 28223, United States, 1 7046878622.ORCID 0000-0003-4832-2503
Sungjune Park *Department of Business Information Systems and Operations Management, University of North Carolina Charlotte, 9201 University City Blvd, Charlotte, NC, 28223, United States, 1 7046878622.ORCID 0000-0001-7482-4553

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The number of studies on the use of smart wearables has increased dramatically in recent years. However, aspects including personal safety and fashion perspectives of wearable devices have not yet been adequately addressed in the literature. There have been debates regarding the potential health risks and fashionability of using wearable devices. Regardless of the actual impact of such devices, these aspects may influence users' perceptions toward the purchase and use of wearable technology. Objective: This paper addresses the following research question: How do perceptions of risk and fashion affect the user's intention to purchase and use wireless earbuds? Methods: A survey was administered to assess perceptions on health and privacy risks, fashionability, and wearable comfort of wireless earbuds, alongside questions on behavioral intention regarding their purchase and use. All questions were adapted from prior research and measured using a 7-point Likert scale. The final sample of 205 responses was analyzed using the partial least squares method with Smart-PLS software. Results: Perceived health risk (P=.015), perceived fashionability (P<.001), and wearable comfort (P=.007) had a significant impact on a consumer's intention to purchase wireless earbuds. Privacy risk did not have a significant impact on intention to purchase. Intention to purchase had a significant impact on intention to use (P<.001). Conclusions: As new types of emerging technology are introduced to the market, technology acceptance models should evolve to better understand consumers' perceptions toward these new technologies, from both academic and practical points of view.

Indexed as

IntentionWearable Electronic DevicesWireless TechnologyAdultAgedConsumer BehaviorEmpirical ResearchFemaleHumansLatent Class AnalysisLeast-Squares AnalysisMaleMiddle AgedPrivacySurveys and QuestionnairesUnited Statesfashionabilityhealth riskintention to buywearable comfortwireless earbuds

Identifiers

PMID40536905
PMCPMC12199847

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.