Maintenance Notice

Due to necessary scheduled maintenance, the JMIR Publications website will be unavailable from Wednesday, July 01, 2020 at 8:00 PM to 10:00 PM EST. We apologize in advance for any inconvenience this may cause you.

Who will be affected?

Currently submitted to: Transfer Hub (manuscript eXchange)

Date Submitted: Jan 6, 2026

Warning: This is an author submission that is not peer-reviewed or edited.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

Download PDF


Request queued. Please wait while the file is being generated. It may take some time.

© The authors. All rights reserved. This is a privileged document currently under peer-review/community review (or an accepted/rejected manuscript). Authors have provided JMIR Publications with an exclusive license to publish this preprint on it's website for review and ahead-of-print citation purposes only. While the final peer-reviewed paper may be licensed under a cc-by license on publication, at this stage authors and publisher expressively prohibit redistribution of this draft paper other than for review purposes.