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Accepted for/Published in: JMIR Formative Research

Date Submitted: Jan 29, 2024
Date Accepted: Apr 25, 2025

The final, peer-reviewed published version of this preprint can be found here:

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

Lee EM, Subramaniam C, Park S

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

JMIR Form Res 2025;9:e56887

DOI: 10.2196/56887

PMID: 40536905

PMCID: 12199847

Perceived Risk and Fashion on the Intention to Adopt Wireless Earbuds in the USA: Using a PLS-SEM Approach

  • Edward M Lee; 
  • Chandra Subramaniam; 
  • Sungjune Park

ABSTRACT

Background:

Studies related to smart wearables have increased dramatically during recent years. However, personal safety perspectives of wearable devices have not been adequately addressed in the literature so far. There have been debates regarding the potential health risks, such as radiation, and fashionability of using wearable devices. Regardless of the actual health risks from wearable devices, these controversial debates could affect users’ perceptions toward purchasing and using the technology.

Objective:

This paper addresses the following research question: how do perceptions of technology, risks, and fashionability affect the user’s intention to purchase and use wearable technology?

Methods:

A survey was administered with questions on health risk, privacy risk, fashionability, wearable comfort (all perceived) and behavioral intention to (re)purchase and use wearable device. All questions were adapted from prior research and measured using a seven-point Likert scale. The final sample of 205 responses was analyzed using partial least squares method with Smart-PLS software.

Results:

We find that Perceived Health Risk (p-value = 0.015), Perceived Fashionability (p-value < 0.001), and Wearable Comfort (p-value = 0.007) have a significant impact on a consumer’s intention to purchase wireless earbuds. Privacy Risk did not have a significant impact on intension to purchase wireless earbuds. Purchase Intention had a significant impact on Use Intention (p-value < 0.001).

Conclusions:

As new types of emerging technology get introduced to the market, technology acceptance models should also evolve in order to understand consumers’ perceptions toward these new technologies from an academic and a practical point-of-view.


 Citation

Please cite as:

Lee EM, Subramaniam C, Park S

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

JMIR Form Res 2025;9:e56887

DOI: 10.2196/56887

PMID: 40536905

PMCID: 12199847

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