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Currently accepted at: Online Journal of Public Health Informatics

Date Submitted: Jan 6, 2026
Date Accepted: Sep 25, 2026

This paper has been accepted and is currently in production.

It will appear shortly on 10.2196/90967

The final accepted version (not copyedited yet) is in this tab.

Warning: This is an author submission that is not peer-reviewed or edited. Preprints - unless they show as "accepted" - should not be relied on to guide clinical practice or health-related behavior and should not be reported in news media as established information.

Association of Internet Use with Knowledge of Clinical Trials: An analysis using the Health Information National Trends Survey (HINTS) Dataset

  • Zaib Hussain; 
  • Erin D. Michos; 
  • Hailey N. Miller; 
  • Cheryl R. Himmelfarb; 
  • Payam Sheikhattari; 
  • Rifath Ara Alam Barsha; 
  • Timothy B. Plante

ABSTRACT

Background:

Lack of knowledge of clinical trial (CT) research may perpetuate poor engagement of underrepresented populations. The rise of internet use may improve CT knowledge, and internet-based recruitment modalities might differentially benefit recruitment if internet users have higher baseline CT knowledge. We seek to bridge these gaps by assessing the role the internet plays in improving access to health information and CT participation.

Objective:

To determine how internet use impacts CT knowledge among US adults.

Methods:

The Health Information National Trends Survey (HINTS) 5 Cycle 4 is a cross-sectional, nationally representative survey of US adults. Participants self-reported internet use (yes/no) and knowledge of CTs (dichotomized as none/little vs. higher). Logistic regression estimated odds ratios (OR) of higher CT knowledge by internet use, adjusting for sociodemographic and health factors. Analysis was stratified by internet use modalities, exploring knowledge variations.

Results:

Among a weighted sample of 249,896,898 participants (mean [SD] age 46 [17.0] years, 50% women), 88% were internet users. No knowledge or only a little knowledge of CTs was reported among 97% of internet non-users and 89% of internet users. There were significantly greater odds of high CT knowledge among internet users vs. non-users in the fully adjusted model (OR 2.68, 95% CI 1.30–5.52). Stratified analyses demonstrated a positive association of combined mobile phone and home-based internet use with higher CT knowledge in the fully adjusted model (OR 2.75, 95% CI 1.36–5.59).

Conclusions:

Internet use is associated with greater CT knowledge. Thus, internet-based recruitment modalities may augment conventional engagement methods to identify US adults potentially interested in CT participation. Clinical Trial: N/A


 Citation

Please cite as:

Hussain Z, Michos ED, Miller HN, Himmelfarb CR, Sheikhattari P, Alam Barsha RA, Plante TB

Association of Internet Use with Knowledge of Clinical Trials: An analysis using the Health Information National Trends Survey (HINTS) Dataset

JMIR Preprints. 06/01/2026:90967

DOI: 10.2196/preprints.90967

URL: https://preprints.jmir.org/preprint/90967

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