Using supervised machine learning classifiers to estimate likelihood of participating in clinical trials of a de-identified version of ResearchMatch

J Vazquez, S Abdelrahman, LM Byrne… - Journal of Clinical and …, 2021 - cambridge.org
Introduction: Lack of participation in clinical trials (CTs) is a major barrier for the evaluation of
new pharmaceuticals and devices. Here we report the results of the analysis of a dataset …

The influence of patient identification and narrative transportation on intentions to participate in cancer research

JM Neil, A Gough, F Kee, TJ George, J Pufahl… - Journal of Cancer …, 2019 - Springer
Cancer decision-making interventions commonly utilize narratives as a persuasive strategy
to increase identification with the message source, promote involvement with the topic, and …

What can we learn about drug safety and other effects in the era of electronic health records and big data that we would not be able to learn from classic epidemiology …

A Zarrinpar, TYD Cheng, Z Huo - Journal of Surgical Research, 2020 - Elsevier
As more and more health systems have converted to the use of electronic health records, the
amount of searchable and analyzable data is exploding. This includes not just provider or …

Developing the Opioid Rapid Response System™ for Lay Citizen Response to the Opioid Overdose Crisis: a Randomized Controlled Trial

ML Hecht, W Jayawardene, C Henderson, A Pezalla… - Prevention …, 2023 - Springer
Emergency responders face challenges in arriving timely to administer naloxone in opioid
overdoses. Therefore, interest in having lay citizens administer naloxone nasal spray has …

Perspectives of pregnant and breastfeeding women on longitudinal clinical studies that require non-invasive biospecimen collection–a qualitative study

DJ Lemas, L Wright, E Flood-Grady, M Francois… - BMC Pregnancy and …, 2021 - Springer
Background Investigation of the microbiome during early life has stimulated an increasing
number of cohort studies in pregnant and breastfeeding women that require non-invasive …

Development of opioid rapid response system: Protocol for a randomized controlled trial

W Jayawardene, A Pezalla, C Henderson… - Contemporary clinical …, 2022 - Elsevier
Background Opioid overdoses require a rapid response, but emergency responders are
limited in how quickly they can arrive at the scene for administering naloxone. If laypersons …

Exploring patient and staff member views on a 'consent for contact'system for sexual health research: A mixed methods study

A Hudda, E Bird, D Holmes… - … journal of STD & …, 2024 - journals.sagepub.com
Background Recruitment in sexual health research is challenging. This study explores the
potential of a Consent for Contact system (C4C)-generic consent for research contact-to …

Improving African Americans' Intentions to Enroll in a Health Registry: Message Development and Evaluation

A Occa, DB Francis, A Grumbein… - Health Communication, 2023 - Taylor & Francis
African Americans' enrollment in health registries is low, negatively affecting their
representation in clinical research. Young African Americans are particularly …

Broad-scale informed consent: A survey of the CTSA landscape

R Chandler, KT Brady, RN Jerome, M Eder… - Journal of Clinical and …, 2019 - cambridge.org
Introduction: Research opportunities associated with the proliferation of the electronic health
record (EHR), big data initiatives, and innovative approaches to trial design can present …

[PDF][PDF] Recruitment approaches in an opioid intervention: A case study in rural America

A Pezalla, C Henderson, W Jayawardene… - Academia Letters, 2021 - academia.edu
Clinical research can improve our quality of life, but to generate valid outcomes, such
studies rely on successful recruitment of participants. Several clinical studies (Bower et al …