ArticleFrontiers in psychology2022
COVID-19 Paradox: The Role of Privacy Concerns and Ad Intrusiveness on Consumer's Attitude Toward App Usage Behavior.
Article in Frontiers in psychology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
What it found
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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.
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.
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Who cites it
2 citing papers in PubMed.
- Remembering or monitoring? Contextual fit of simulated AI memory cues and consumer trust.Frontiers in psychology · 2026Article
- Contextualizing the privacy paradox-a risk-benefit analysis of generation z's adoption intentions toward AI-based virtual try-on.Frontiers in psychology · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The COVID-19 pandemic has changed lives in an unprecedented way. The most notable and urgent requirement to combat the epidemic was to transform the way human interacts with each other. The adherence to maintaining social distance has given an upsurge to the increased usage of mobile app users. This change in human interaction for fulling their basic to social to work needs through the intervention of app usage has led to privacy concerns by users. By keeping in view the changing dynamics of the way society works, this study is an endeavor to investigate gender differences of ad intrusive and privacy concerns on app usage behavior. Employing a quantitative research design, 371 respondents were surveyed using through an online structured questionnaire. Data were analyzed by using partial least square structural equation modeling (PLS-SEM). Results suggest that advertising intrusiveness and privacy concerns are significant in determining the consumer's attitude toward App usage, and a positive attitude toward App usage results in App usage behavior. However, gender's moderating role in attitude toward app usage and app usage behavior is insignificant for this study. The study provides a more comprehensive understanding and complements prior insights on ads intrusiveness and privacy concerns toward app usage.
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Registered trials
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