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Milliken T, Beiler D, Hoffman S, Olenginski A, Troiani V. Recruitment in Appalachian, Rural and Older Adult Populations in an Artificial Intelligence World: Study Using Human-Mediated Follow-Up. JMIR Form Res 2024; 8:e38189. [PMID: 39173153 PMCID: PMC11377916 DOI: 10.2196/38189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 05/17/2024] [Accepted: 06/15/2024] [Indexed: 08/24/2024] Open
Abstract
BACKGROUND Participant recruitment in rural and hard-to-reach (HTR) populations can present unique challenges. These challenges are further exacerbated by the need for low-cost recruiting, which often leads to use of web-based recruitment methods (eg, email, social media). Despite these challenges, recruitment strategy statistics that support effective enrollment strategies for underserved and HTR populations are underreported. This study highlights how a recruitment strategy that uses email in combination with follow-up, mostly phone calls and email reminders, produced a higher-than-expected enrollment rate that includes a diversity of participants from rural, Appalachian populations in older age brackets and reports recruitment and demographic statistics within a subset of HTR populations. OBJECTIVE This study aims to provide evidence that a recruitment strategy that uses a combination of email, telephonic, and follow-up recruitment strategies increases recruitment rates in various HTR populations, specifically in rural, older, and Appalachian populations. METHODS We evaluated the overall enrollment rate of 1 recruitment arm of a larger study that aims to understand the relationship between genetics and substance use disorders. We evaluated the enrolled population's characteristics to determine recruitment success of a combined email and follow-up recruitment strategy, and the enrollment rate of HTR populations. These characteristics included (1) enrollment rate before versus after follow-up; (2) zip code and county of enrollee to determine rural or urban and Appalachian status; (3) age to verify recruitment in all eligible age brackets; and (4) sex distribution among age brackets and rural or urban status. RESULTS The email and follow-up arm of the study had a 17.4% enrollment rate. Of the enrolled participants, 76.3% (4602/6030) lived in rural counties and 23.7% (1428/6030) lived in urban counties in Pennsylvania. In addition, of patients enrolled, 98.7% (5956/6030) were from Appalachian counties and 1.3% (76/6030) were from non-Appalachian counties. Patients from rural Appalachia made up 76.2% (4603/6030) of the total rural population. Enrolled patients represented all eligible age brackets from ages 20 to 75 years, with the 60-70 years age bracket having the most enrollees. Females made up 72.5% (4371/6030) of the enrolled population and males made up 27.5% (1659/6030) of the population. CONCLUSIONS Results indicate that a web-based recruitment method with participant follow-up, such as a phone call and email follow-up, increases enrollment numbers more than web-based methods alone for rural, Appalachian, and older populations. Adding a humanizing component, such as a live person phone call, may be a key element needed to establish trust and encourage patients from underserved and rural areas to enroll in studies via web-based recruitment methods. Supporting statistics on this recruitment strategy should help researchers identify whether this strategy may be useful in future studies and HTR populations.
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Affiliation(s)
| | | | | | - Ashlee Olenginski
- Philadelphia College of Osteopathic Medicine, Philadelphia, PA, United States
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Hirten RP. Forging a Career in Digital Health Research. Gastroenterology 2024:S0016-5085(24)05218-1. [PMID: 39033864 DOI: 10.1053/j.gastro.2024.07.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 07/07/2024] [Accepted: 07/15/2024] [Indexed: 07/23/2024]
Affiliation(s)
- Robert P Hirten
- The Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, New York; The Hasso Plattner Institute for Digital Health at Mount Sinai, New York, New York; Windreich Department of Artificial Intelligence and Human Health, Icahn School of Medicine at Mount Sinai, New York, New York.
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Ferguson JE, Hagel Campbell E, Bangerter A, Cross LJS, Allen KD, Behrens K, Branson M, Calvert C, Friedman JK, Hennessy S, Meis LA, Taylor BC, Burgess DJ. Email recruitment for chronic pain clinical trials: results from the LAMP trial. Trials 2024; 25:491. [PMID: 39030622 PMCID: PMC11264665 DOI: 10.1186/s13063-024-08301-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Accepted: 06/28/2024] [Indexed: 07/21/2024] Open
Abstract
BACKGROUND Recruitment for clinical trials and large-scale studies is challenging, especially for patients with complex conditions like chronic pain. Email recruitment has the potential to increase efficiency, to reduce costs, and to improve access for underrepresented patient populations. The objective of this study was to examine the effectiveness, efficiency, and equitability of email versus postal mail recruitment for the Learning to Apply Mindfulness to Pain (LAMP) study, a three-site clinical trial of mindfulness-based interventions for chronic pain. METHODS Patients with chronic pain diagnoses were recruited from three United States Department of Veterans Affairs (VA) facilities using the VA electronic health record (EHR). Recruitment materials were sent using either postal mail (n = 7986) or email (n = 19,333). Patients in the email recruitment group were also mailed introductory postcards before any emails. Mailing addresses and email addresses were obtained from the EHR. Effectiveness was measured by the response rate of patients who logged into the secure LAMP study website. Efficiency was measured by the number of days from when the recruitment materials were sent to when patients logged into the LAMP portal as well as the estimated costs of each recruitment approach. To assess equitability, we examined whether email recruitment was less effective for underrepresented populations, based on demographic information from the EHR. RESULTS Effectiveness-unadjusted response rates were greater for email versus postal-mail recruitment (18.9% versus 6.3%), and adjusted response rates were over three times greater for email recruitment (RR = 3.5, 95% CI 3.1-3.8) based on a multivariable analysis controlling for age, gender, race, ethnicity, rurality, and site. Efficiency-email recruitment had a significantly lower mean response time (1 day versus 8 days) and a lower cost. Equity-email recruitment led to higher response rates for all subpopulations, including older, non-White, Hispanic, rural, and female Veterans. CONCLUSIONS Email recruitment is an effective, efficient, and equitable way to recruit VA patients to large-scale, chronic pain clinical trials. TRIAL REGISTRATION Clinical Trial Registration Number: NCT04526158. Patient enrollment began on December 4, 2020.
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Affiliation(s)
- John E Ferguson
- Divisions of PM&R and Rehabilitation Science, Department of Rehabilitation Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Emily Hagel Campbell
- Center for Care Delivery and Outcomes Research, Minneapolis VA Health Care System, Minneapolis, MN, 55417, USA
| | - Ann Bangerter
- Center for Care Delivery and Outcomes Research, Minneapolis VA Health Care System, Minneapolis, MN, 55417, USA
| | - Lee J S Cross
- Center for Care Delivery and Outcomes Research, Minneapolis VA Health Care System, Minneapolis, MN, 55417, USA.
| | - Kelli D Allen
- Center of Innovation to Accelerate Discovery and Practice Transformation, Durham VA Health Care System, Durham, NC, USA
- Thurston Arthritis Research Center, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Kimberly Behrens
- Center for Care Delivery and Outcomes Research, Minneapolis VA Health Care System, Minneapolis, MN, 55417, USA
| | - Mariah Branson
- Center for Care Delivery and Outcomes Research, Minneapolis VA Health Care System, Minneapolis, MN, 55417, USA
| | - Collin Calvert
- Center for Care Delivery and Outcomes Research, Minneapolis VA Health Care System, Minneapolis, MN, 55417, USA
- University of Minnesota Medical School, Minneapolis, MN, USA
| | - Jessica K Friedman
- Center for the Study of Healthcare Innovation, Implementation and Policy, VA Greater Los Angeles Health Care System, Los Angeles, CA, USA
| | - Sierra Hennessy
- Center for Care Delivery and Outcomes Research, Minneapolis VA Health Care System, Minneapolis, MN, 55417, USA
| | - Laura A Meis
- Center for Care Delivery and Outcomes Research, Minneapolis VA Health Care System, Minneapolis, MN, 55417, USA
- University of Minnesota Medical School, Minneapolis, MN, USA
- National Center for Post Traumatic Stress Disorder Women's Health Sciences Division, Veterans Affairs, MA, Boston, USA
| | - Brent C Taylor
- Center for Care Delivery and Outcomes Research, Minneapolis VA Health Care System, Minneapolis, MN, 55417, USA
- University of Minnesota Medical School, Minneapolis, MN, USA
| | - Diana J Burgess
- Center for Care Delivery and Outcomes Research, Minneapolis VA Health Care System, Minneapolis, MN, 55417, USA
- University of Minnesota Medical School, Minneapolis, MN, USA
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Quigley M, McKenna C, Webb TL. Best practices for recruitment in veterinary clinical trials. Front Vet Sci 2024; 11:1418747. [PMID: 39086763 PMCID: PMC11288851 DOI: 10.3389/fvets.2024.1418747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Accepted: 06/11/2024] [Indexed: 08/02/2024] Open
Abstract
A successful clinical trial requires participants, but many factors can impede effective study recruitment. To better recruit for quality veterinary clinical trials in client-owned animals that lead to improved evidence-based patient care and outcomes, there is a collective need to share and implement current best practices for recruitment strategies. These strategies should utilize a holistic view of recruitment, encompassing study design and logistics, representative participation, incentives, personnel resources, advertising, and participant retention. Although human clinical trial data and resources can provide guidance, effort also needs to be put into evaluating current practices and opportunities for process improvement that are specific to the conduct of veterinary clinical trials. Considering the power of pets as naturally occurring models of disease and as sentinels, improved conduct of veterinary clinical research has the potential to inform human health outcomes. Continued development of collaborations surrounding best practices and training opportunities in veterinary clinical research will improve the impact of veterinary clinical trials teams, while also promoting workforce development and alternate career paths for veterinary professionals.
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Affiliation(s)
- Mindy Quigley
- Veterinary Clinical Research Office, Virginia-Maryland College of Veterinary Medicine, Virginia Tech, Blacksburg, VA, United States
| | - Charly McKenna
- Clinical Studies, Department of Clinical Sciences, Ontario Veterinary College, University of Guelph, Guelph, ON, Canada
| | - Tracy L. Webb
- Department of Clinical Sciences, College of Veterinary Medicine and Biomedical Sciences, Colorado State University, Fort Collins, CO, United States
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Patchwood E, Foote H, Vail A, Cotterill S, Hill G, Bowen A. Wellbeing After Stroke (WAterS): Feasibility Testing of a Co-developed Acceptance and Commitment Therapy Intervention to Support Psychological Adjustment After Stroke. Clin Rehabil 2024; 38:979-989. [PMID: 38505946 PMCID: PMC11118776 DOI: 10.1177/02692155241239879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Accepted: 02/28/2024] [Indexed: 03/21/2024]
Abstract
OBJECTIVE Feasibility test a co-developed intervention based on Acceptance and Commitment Therapy to support psychological adjustment post-stroke, delivered by a workforce with community in-reach. DESIGN Observational feasibility study utilising patient, carer, public involvement. SETTING Online. UK. PARTICIPANTS Stroke survivors with self-reported psychological distress 4 + months post-stroke. INTERVENTIONS The co-developed Wellbeing After Stroke (WAterS) intervention includes: 9-weekly, structured, online, group sessions for stroke survivors, delivered via a training programme to upskill staff without Acceptance and Commitment Therapy experience, under Clinical Psychology supervision. MAIN MEASURES Feasibility of recruitment and retention; data quality from candidate measures; safety. Clinical and demographic information at baseline; patient-reported outcome measures (PROMs) via online surveys (baseline, pre- and post-intervention, 3 and 6 months after intervention end) including Mood (hospital anxiety and depression scale (HADS)), Wellbeing (ONS4), Health-Related Quality of Life (EQ5D5L), Psychological Flexibility (AAQ-ABI) and Values-Based Living (VQ). RESULTS We trained eight staff and recruited 17 stroke survivors with mild-to-moderate cognitive and communication difficulties. 12/17 (71%) joined three intervention groups with 98% attendance and no related adverse events. PROMS data were well-completed. The HADS is a possible future primary outcome (self-reported depression lower on average by 1.3 points: 8.5 pre-group to 7.1 at 3-month follow-up; 95% CI 0.4 to 3.2). CONCLUSION The WAterS intervention warrants further research evaluation. Staff can be trained and upskilled to deliver. It appears safe and feasible to deliver online to groups, and study recruitment and data collection are feasible. Funding has been secured to further develop the intervention, considering implementation and health equality.
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Affiliation(s)
- Emma Patchwood
- Geoffrey Jefferson Brain Research Centre, The Manchester Academic Health Science Centre, Northern Care Alliance and University of Manchester, Manchester, UK
- Division of Psychology and Mental Health, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Hannah Foote
- Geoffrey Jefferson Brain Research Centre, The Manchester Academic Health Science Centre, Northern Care Alliance and University of Manchester, Manchester, UK
- Division of Psychology and Mental Health, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Andy Vail
- Division of Population Health, Health Services Research & Primary Care, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Sarah Cotterill
- Division of Population Health, Health Services Research & Primary Care, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Geoff Hill
- Neuropsychology Service, South Tees Hospitals NHS Foundation Trust, The James Cook University Hospital, Middlesbrough, UK
| | | | - Audrey Bowen
- Geoffrey Jefferson Brain Research Centre, The Manchester Academic Health Science Centre, Northern Care Alliance and University of Manchester, Manchester, UK
- Division of Psychology and Mental Health, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
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Muldowney LA, Hynes SM, Oglesby M, Dwyer CP. A qualitative exploration of advantages and disadvantages to using technology in the process of randomised controlled trial recruitment. HRB Open Res 2024; 6:56. [PMID: 39211398 PMCID: PMC11358689 DOI: 10.12688/hrbopenres.13776.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/03/2024] [Indexed: 09/04/2024] Open
Abstract
Background Despite its importance, recruiting a sufficient sample size for randomised controlled trials (RCTs) can pose a significant challenge, which has real-world impact on reliability of evidence, trial completion and ultimately, patient care. Technology has potential to enhance the recruitment process, but there is a lack of evidence regarding its current use and effectiveness. Consistent with findings from the PRioRiTy I study, the current research aims to explore the advantages and disadvantages to using technology during the recruitment process for RCTs. Methods Semi-structured interviews (n=7) were conducted with researchers involved in RCT recruitment in Ireland. Subsequently, a Public & Patient Involvement (PPI) panel focus group (n=3) was conducted to add further depth to these findings. The data were qualitatively analysed through 'Reflexive Thematic Analysis' to extract prominent themes. Results A superordinate theme arose: 'Tech is just a medium so that you can reach more people', along with two themes, which were corroborated by the PPI focus group: 'Technology is used if and when the benefits outweigh the costs' and 'Success of recruitment through technology depends on the nature of the study.' Conclusions This study provided a deeper understanding of the factors which influence researchers to employ technology in recruitment for RCTs. Implications suggest that future researchers should aim to adapt their recruitment approaches to meet digital tool preferences of their target cohort; and engage with patient groups in the community to allow networking opportunities for future studies. This research may contribute towards maximising efficiency in RCT recruitment.
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Affiliation(s)
| | - Sinéad M. Hynes
- Occupational Therapy, School of Health Sciences, University of Galway, Galway, County Galway, Ireland
| | - Megan Oglesby
- Occupational Therapy, School of Health Sciences, University of Galway, Galway, County Galway, Ireland
| | - Christopher P. Dwyer
- Teacher Education, Technological University of the Shannon Midlands Midwest, Athlone, Westmeath, Ireland
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7
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Grudziąż-Sękowska J, Sękowski K, Pinkas J, Jankowski M. Preferred sources of information on diabetes prevention programmes: a population-based cross-sectional study in Poland. BMJ Open 2024; 14:e083362. [PMID: 38760035 PMCID: PMC11103186 DOI: 10.1136/bmjopen-2023-083362] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 05/09/2024] [Indexed: 05/19/2024] Open
Abstract
OBJECTIVE This study aimed to analyse preferred sources of information on diabetes prevention programmes and to identify sociodemographic determinants influencing these preferences among adults in Poland. DESIGN A cross-sectional survey was carried out between 15 and 18 September 2023 using a computer-assisted web interview. A self-prepared questionnaire included 10 questions on sources of information on type 2 diabetes prevention. PARTICIPANTS Data were obtained from 1046 adults (18-82 years); 53.4% were females. RESULTS Most respondents preferred email communication (46.4%), followed by a doctor or nurse (33.5%), and a letter or leaflet directly delivered to the mailbox (25.8%) for type 2 diabetes mellitus (DM2) prevention information. Younger respondents were more likely to indicate mass media (OR=1.81, 95% CI=1.12 to 2.95, p=0.01) and digital media (OR=1.65, 95% CI=1.02 to 2.67, p=0.04) as a source of information on DM2 prevention. Those who had higher education (OR=1.51, 95% CI=1.16 to 1.96, p=0.002), as well as those with chronic diseases (OR=1.50, 95% CI=1.14 to 1.97, p=0.004), were more likely to indicate digital media. Out of 10 different variables analysed in this study, passive occupational status (OR=1.43, 95% CI=1.04 to 1.96, p=0.03) as well as having chronic diseases (OR=1.51, 95% CI=1.16 to 1.96, p=0.002) were associated with higher odds of indicating healthcare workers as a preferred source of information. Marital status, having children, place of residence, household characteristics and financial status do not significantly decide communication preferences. CONCLUSION Communication on DM2 prevention should be adjusted to public preferences and expectations. Tailoring interventions to different demographic groups can enhance outreach and engagement. Email emerged as a popular choice, suggesting the potential of digital communication in preventive health programmes.
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Affiliation(s)
| | - Kuba Sękowski
- School of Public Health, Centrum Medyczne Ksztalcenia Podyplomowego, Warsaw, Poland
| | - Jarosław Pinkas
- School of Public Health, Centrum Medyczne Ksztalcenia Podyplomowego, Warsaw, Poland
| | - Mateusz Jankowski
- School of Public Health, Centrum Medyczne Ksztalcenia Podyplomowego, Warsaw, Poland
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Clohessy S, Arvanitis TN, Rashid U, Craddock C, Evans M, Toro CT, Elliott MT. Using digital tools in clinical, health and social care research: a mixed-methods study of UK stakeholders. BMJ Open 2024; 14:e076613. [PMID: 38569710 PMCID: PMC11146398 DOI: 10.1136/bmjopen-2023-076613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Accepted: 02/08/2024] [Indexed: 04/05/2024] Open
Abstract
OBJECTIVE The COVID-19 pandemic accelerated changes to clinical research methodology, with clinical studies being carried out via online/remote means. This mixed-methods study aimed to identify which digital tools are currently used across all stages of clinical research by stakeholders in clinical, health and social care research and investigate their experience using digital tools. DESIGN Two online surveys followed by semistructured interviews were conducted. Interviews were audiorecorded, transcribed and analysed thematically. SETTING, PARTICIPANTS To explore the digital tools used since the pandemic, survey participants (researchers and related staff (n=41), research and development staff (n=25)), needed to have worked on clinical, health or social care research studies over the past 2 years (2020-2022) in an employing organisation based in the West Midlands region of England (due to funding from a regional clinical research network (CRN)). Survey participants had the opportunity to participate in an online qualitative interview to explore their experiences of digital tools in greater depth (n=8). RESULTS Six themes were identified in the qualitative interviews: 'definition of a digital tool in clinical research'; 'impact of the COVID-19 pandemic'; 'perceived benefits/drawbacks of digital tools'; 'selection of a digital tool'; 'barriers and overcoming barriers' and 'future digital tool use'. The context of each theme is discussed, based on the interview results. CONCLUSIONS Findings demonstrate how digital tools are becoming embedded in clinical research, as well as the breadth of tools used across different research stages. The majority of participants viewed the tools positively, noting their ability to enhance research efficiency. Several considerations were highlighted; concerns about digital exclusion; need for collaboration with digital expertise/clinical staff, research on tool effectiveness and recommendations to aid future tool selection. There is a need for the development of resources to help optimise the selection and use of appropriate digital tools for clinical research staff and participants.
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Affiliation(s)
| | | | | | - Carly Craddock
- National Institute for Health Research Clinical Research Network West Midlands, Birmingham, UK
- The Royal Wolverhampton NHS Trust, Wolverhampton, UK
| | - Mark Evans
- National Institute for Health Research Clinical Research Network West Midlands, Birmingham, UK
- The Royal Wolverhampton NHS Trust, Wolverhampton, UK
| | - Carla T Toro
- Warwick Medical School, University of Warwick, Coventry, UK
| | - Mark T Elliott
- WMG, University of Warwick, Coventry, UK
- School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, Birmingham, UK
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Anastasi JK, Capili B, Norton M, McMahon DJ, Marder K. Recruitment and retention of clinical trial participants: understanding motivations of patients with chronic pain and other populations. FRONTIERS IN PAIN RESEARCH 2024; 4:1330937. [PMID: 38606348 PMCID: PMC11006977 DOI: 10.3389/fpain.2023.1330937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 12/20/2023] [Indexed: 04/13/2024] Open
Abstract
This paper aims to present and discuss the issues, challenges, and strategies related to recruitment and retention in clinical trials involving participants with chronic pain. The randomized controlled clinical trial (RCT) is widely regarded as the gold standard for evaluating clinical interventions. However, it is crucial to acknowledge and address the challenges associated with recruiting and retaining participants. To prioritize the experience of the study population, targeted outreach strategies and a patient-centric approach are necessary. Researchers should consider incorporating recruitment and retention strategies during the study design phase. Implementing multi-pronged recruitment methods, leveraging relationships with community providers, and involving representatives of the patient population are helpful approaches. Effective communication and maintaining a professional environment are vital for optimizing engagement and supporting the successful execution of clinical trials involving participants with chronic pain.
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Affiliation(s)
- Joyce K. Anastasi
- Division of Special Studies in Symptom Management, New York University, New York, NY, United States
| | - Bernadette Capili
- Heilbrunn Family Center for Research Nursing, The Rockefeller University, New York, NY, United States
| | - Margaret Norton
- Division of Special Studies in Symptom Management, New York University, New York, NY, United States
- Department of Nursing, St. Joseph's University, Brooklyn, NY, United States
| | - Donald J. McMahon
- Division of Special Studies in Symptom Management, New York University, New York, NY, United States
| | - Karen Marder
- Irving Medical Center, Columbia University, New York, NY, United States
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10
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Ng MY, Olgin JE, Marcus GM, Lyles CR, Pletcher MJ. Email-Based Recruitment Into the Health eHeart Study: Cohort Analysis of Invited Eligible Patients. J Med Internet Res 2023; 25:e51238. [PMID: 38133910 PMCID: PMC10770794 DOI: 10.2196/51238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Revised: 11/28/2023] [Accepted: 11/30/2023] [Indexed: 12/23/2023] Open
Abstract
BACKGROUND Web- or app-based digital health studies allow for more efficient collection of health data for research. However, remote recruitment into digital health studies can enroll nonrepresentative study samples, hindering the robustness and generalizability of findings. Through the comprehensive evaluation of an email-based campaign on recruitment into the Health eHeart Study, we aim to uncover key sociodemographic and clinical factors that contribute to enrollment. OBJECTIVE This study sought to understand the factors related to participation, specifically regarding enrollment, in the Health eHeart Study as a result of a large-scale remote email recruitment campaign. METHODS We conducted a cohort analysis on all invited University of California, San Francisco (UCSF) patients to identify sociodemographic and clinical predictors of enrollment into the Health eHeart Study. The primary outcome was enrollment, defined by account registration and consent into the Health eHeart Study. The email recruitment campaign was carried out from August 2015 to February 2016, with electronic health record data extracted between September 2019 and December 2019. RESULTS The email recruitment campaign delivered at least 1 email invitation to 93.5% (193,606/206,983) of all invited patients and yielded a 3.6% (7012/193,606) registration rate among contacted patients and an 84.1% (5899/7012) consent rate among registered patients. Adjusted multivariate logistic regression models analyzed independent sociodemographic and clinical predictors of (1) registration among contacted participants and (2) consent among registered participants. Odds of registration were higher among patients who are older, women, non-Hispanic White, active patients with commercial insurance or Medicare, with a higher comorbidity burden, with congestive heart failure, and randomized to receive up to 2 recruitment emails. The odds of registration were lower among those with medical conditions such as dementia, chronic pulmonary disease, moderate or severe liver disease, paraplegia or hemiplegia, renal disease, or cancer. Odds of subsequent consent after initial registration were different, with an inverse trend of being lower among patients who are older and women. The odds of consent were also lower among those with peripheral vascular disease. However, the odds of consent remained higher among patients who were non-Hispanic White and those with commercial insurance. CONCLUSIONS This study provides important insights into the potential returns on participant enrollment when digital health study teams invest resources in using email for recruitment. The findings show that participant enrollment was driven more strongly by sociodemographic factors than clinical factors. Overall, email is an extremely efficient means of recruiting participants from a large list into the Health eHeart Study. Despite some improvements in representation, the formulation of truly diverse studies will require additional resources and strategies to overcome persistent participation barriers.
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Affiliation(s)
- Madelena Y Ng
- School of Public Health, University of California, Berkeley, CA, United States
- Department of Medicine (Biomedical Informatics), Stanford University, Stanford, CA, United States
- Department of Medicine, University of California, San Francisco, CA, United States
| | - Jeffrey E Olgin
- Department of Medicine, University of California, San Francisco, CA, United States
| | - Gregory M Marcus
- Department of Medicine, University of California, San Francisco, CA, United States
| | - Courtney R Lyles
- School of Public Health, University of California, Berkeley, CA, United States
- Department of Medicine, University of California, San Francisco, CA, United States
- Department of Public Health Sciences, University of California, Davis, CA, United States
| | - Mark J Pletcher
- Department of Medicine, University of California, San Francisco, CA, United States
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, United States
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11
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Daniels AM, Law JK, Green Snyder L, Diehl K, Goin-Kochel RP, Feliciano P, Chung WK. Effectiveness of multimodal participant recruitment in SPARK, a large, online longitudinal research study of autism. J Clin Transl Sci 2023; 8:e64. [PMID: 38655455 PMCID: PMC11036434 DOI: 10.1017/cts.2023.697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2023] [Revised: 12/06/2023] [Accepted: 12/08/2023] [Indexed: 04/26/2024] Open
Abstract
Background SPARK launched in 2016 to build a US cohort of autistic individuals and their family members. Enrollment includes online consent to share data and optional consent to provide saliva for genomic analysis. SPARK's recruitment strategies include social media and support of a nation-wide network of clinical sites. This study evaluates SPARK's recruitment strategies to enroll a core study population. Methods Individuals who joined between January 31, 2018, and May 29, 2019 were included in the analysis. Data include sociodemographic characteristics, clinical site referral, the website URL used to join, how the participant heard about SPARK, enrollment completion (online registration, study consents, and returning saliva sample), and completion of the baseline questionnaire. Logistic regressions were performed to evaluate the odds of core participant status (completing enrollment and baseline questionnaire) by recruitment strategy. Results In total, 31,715 individuals joined during the study period, including 40% through a clinical site. Overall, 88% completed online registration, 46% returned saliva, and 38% were core participants. Those referred by a clinical site were almost twice as likely to be core participants. Those who directly visited the SPARK website or performed a Google search were more likely to be core participants than those who joined through social media. Discussion Being a core participant may be associated with the "personal" connection and support provided by a clinical site and/or site staff, as well as greater motivation to seek research opportunities. Findings from this study underscore the value of adopting a multimodal recruitment approach that combines social media and a physical presence.
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Affiliation(s)
| | - J. Kiely Law
- Simons Foundation, New York, NY,
USA
- Kennedy Krieger Institute, Baltimore,
MD, USA
| | | | | | | | | | - Wendy K. Chung
- Department of Pediatrics, Boston Children’s Hospital, Harvard
Medical School, Boston, MA,
USA
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12
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Alarcón Garavito GA, Burgess R, Dedios Sanguinetti MC, Peters LER, Vera San Juan N. Mental health services implementation in Colombia-A systematic review. PLOS GLOBAL PUBLIC HEALTH 2023; 3:e0001565. [PMID: 38055705 DOI: 10.1371/journal.pgph.0001565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Accepted: 10/02/2023] [Indexed: 12/08/2023]
Abstract
Colombia's mental health services have a complex history shaped by 60 years of armed conflict, a predominantly clinical approach to mental health, and social factors such as inequities and stigma. The 1990 Caracas declaration proposed a shift towards decentralised community mental health services and interventions based on the recovery approach and emphasis on social determinants of mental health in the Americas. Colombia has adopted these approaches in its legal and practical framework in recent years, but implementation has been uneven. This systematic review aims to contribute to mental health services understanding in Colombia by examining the barriers and facilitators to the implementation of mental health services in Colombia. A search was conducted to explore available peer-reviewed studies on Colombian mental health services across five databases (Medline, PubMed, Scopus, Scielo and BVS) on quantitative and qualitative research papers published in the last ten years and without language restrictions. The Consolidated Framework for Implementation Research (CFIR) was used to structure the analysis and identify barriers and facilitators during the implementation of mental health services. We adapted the CFIR to attend to gender, race and age informed by the Socio-Political Economy of Global Mental Health framework, given the importance of these factors to the Colombian health landscape. Finally, narrative synthesis was used to summarise the data. 1 530 records were identified, and 12 articles met all inclusion criteria and were included in the analysis. 8 papers described substance use disorders services, 11 involved multidisciplinary healthcare professionals, and 7 were implemented at a local scale. The primary barriers to implementation were the lack of coordination, high workloads, and low funding. Facilitators included the use of protocols, and the involvement of communities, stakeholders, users, and external champions. Findings suggest the continued importance of community and recovery approaches and efforts to improve coordination between multi-sector actors involved in the mental health spaces (e.g., public, and private organisations, users and their families).
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Affiliation(s)
- Germán Andrés Alarcón Garavito
- Institute for Global Health-University College London, London, United Kingdom
- School of Government-Universidad de los Andes, Bogotá, Colombia
| | - Rochelle Burgess
- Institute for Global Health-University College London, London, United Kingdom
| | | | - Laura E R Peters
- Institute for Risk and Disaster Reduction, University College London, London, United Kingdom
- College of Earth, Ocean, and Atmospheric Sciences, Oregon State University, Corvallis, OR, United States of America
| | - Norha Vera San Juan
- Institute for Global Health-University College London, London, United Kingdom
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Herrera-Espejel PS, Rach S. The Use of Machine Translation for Outreach and Health Communication in Epidemiology and Public Health: Scoping Review. JMIR Public Health Surveill 2023; 9:e50814. [PMID: 37983078 PMCID: PMC10696499 DOI: 10.2196/50814] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 09/11/2023] [Accepted: 10/06/2023] [Indexed: 11/21/2023] Open
Abstract
BACKGROUND Culturally and linguistically diverse groups are often underrepresented in population-based research and surveillance efforts, leading to biased study results and limited generalizability. These groups, often termed "hard-to-reach," commonly encounter language barriers in the public health (PH) outreach material and information campaigns, reducing their involvement with the information. As a result, these groups are challenged by 2 effects: the medical and health knowledge is less tailored to their needs, and at the same time, it is less accessible for to them. Modern machine translation (MT) tools might offer a cost-effective solution to PH material language accessibility problems. OBJECTIVE This scoping review aims to systematically investigate current use cases of MT specific to the fields of PH and epidemiology, with a particular interest in its use for population-based recruitment methods. METHODS PubMed, PubMed Central, Scopus, ACM Digital Library, and IEEE Xplore were searched to identify articles reporting on the use of MT in PH and epidemiological research for this PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews)-compliant scoping review. Information on communication scenarios, study designs and the principal findings of each article were mapped according to a settings approach, the World Health Organization monitoring and evaluation framework and the service readiness level framework, respectively. RESULTS Of the 7186 articles identified, 46 (0.64%) were included in this review, with the earliest study dating from 2009. Most of the studies (17/46, 37%) discussed the application of MT to existing PH materials, limited to one-way communication between PH officials and addressed audiences. No specific article investigated the use of MT for recruiting linguistically diverse participants to population-based studies. Regarding study designs, nearly three-quarters (34/46, 74%) of the articles provided technical assessments of MT from 1 language (mainly English) to a few others (eg, Spanish, Chinese, or French). Only a few (12/46, 26%) explored end-user attitudes (mainly of PH employees), whereas none examined the legal or ethical implications of using MT. The experiments primarily involved PH experts with language proficiencies. Overall, more than half (38/70, 54% statements) of the summarizing results presented mixed and inconclusive views on the technical readiness of MT for PH information. CONCLUSIONS Using MT in epidemiology and PH can enhance outreach to linguistically diverse populations. The translation quality of current commercial MT solutions (eg, Google Translate and DeepL Translator) is sufficient if postediting is a mandatory step in the translation workflow. Postediting of legally or ethically sensitive material requires staff with adequate content knowledge in addition to sufficient language skills. Unsupervised MT is generally not recommended. Research on whether machine-translated texts are received differently by addressees is lacking, as well as research on MT in communication scenarios that warrant a response from the addressees.
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Affiliation(s)
- Paula Sofia Herrera-Espejel
- Department Epidemiological Methods and Etiological Research, Leibniz Institute for Prevention Research and Epidemiology - BIPS, Bremen, Germany
- Leibniz ScienceCampus Digital Public Health, Bremen, Germany
| | - Stefan Rach
- Department Epidemiological Methods and Etiological Research, Leibniz Institute for Prevention Research and Epidemiology - BIPS, Bremen, Germany
- Leibniz ScienceCampus Digital Public Health, Bremen, Germany
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14
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Hirten RP, Danieletto M, Landell K, Zweig M, Golden E, Orlov G, Rodrigues J, Alleva E, Ensari I, Bottinger E, Nadkarni GN, Fuchs TJ, Fayad ZA. Development of the ehive Digital Health App: Protocol for a Centralized Research Platform. JMIR Res Protoc 2023; 12:e49204. [PMID: 37971801 PMCID: PMC10690532 DOI: 10.2196/49204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Revised: 09/14/2023] [Accepted: 09/22/2023] [Indexed: 11/19/2023] Open
Abstract
BACKGROUND The increasing use of smartphones, wearables, and connected devices has enabled the increasing application of digital technologies for research. Remote digital study platforms comprise a patient-interfacing digital application that enables multimodal data collection from a mobile app and connected sources. They offer an opportunity to recruit at scale, acquire data longitudinally at a high frequency, and engage study participants at any time of the day in any place. Few published descriptions of centralized digital research platforms provide a framework for their development. OBJECTIVE This study aims to serve as a road map for those seeking to develop a centralized digital research platform. We describe the technical and functional aspects of the ehive app, the centralized digital research platform of the Hasso Plattner Institute for Digital Health at Mount Sinai Hospital, New York, New York. We then provide information about ongoing studies hosted on ehive, including usership statistics and data infrastructure. Finally, we discuss our experience with ehive in the broader context of the current landscape of digital health research platforms. METHODS The ehive app is a multifaceted and patient-facing central digital research platform that permits the collection of e-consent for digital health studies. An overview of its development, its e-consent process, and the tools it uses for participant recruitment and retention are provided. Data integration with the platform and the infrastructure supporting its operations are discussed; furthermore, a description of its participant- and researcher-facing dashboard interfaces and the e-consent architecture is provided. RESULTS The ehive platform was launched in 2020 and has successfully hosted 8 studies, namely 6 observational studies and 2 clinical trials. Approximately 1484 participants downloaded the app across 36 states in the United States. The use of recruitment methods such as bulk messaging through the EPIC electronic health records and standard email portals enables broad recruitment. Light-touch engagement methods, used in an automated fashion through the platform, maintain high degrees of engagement and retention. The ehive platform demonstrates the successful deployment of a central digital research platform that can be modified across study designs. CONCLUSIONS Centralized digital research platforms such as ehive provide a novel tool that allows investigators to expand their research beyond their institution, engage in large-scale longitudinal studies, and combine multimodal data streams. The ehive platform serves as a model for groups seeking to develop similar digital health research programs. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/49204.
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Affiliation(s)
- Robert P Hirten
- Henry D Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, NY, United States
- Hasso Plattner Institute for Digital Health at Mount Sinai, New York, NY, United States
- Windreich Department of Artificial Intelligence and Human Health, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Matteo Danieletto
- Hasso Plattner Institute for Digital Health at Mount Sinai, New York, NY, United States
- Windreich Department of Artificial Intelligence and Human Health, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Kyle Landell
- Hasso Plattner Institute for Digital Health at Mount Sinai, New York, NY, United States
- Windreich Department of Artificial Intelligence and Human Health, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Micol Zweig
- Hasso Plattner Institute for Digital Health at Mount Sinai, New York, NY, United States
- Windreich Department of Artificial Intelligence and Human Health, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Eddye Golden
- Hasso Plattner Institute for Digital Health at Mount Sinai, New York, NY, United States
- Windreich Department of Artificial Intelligence and Human Health, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Georgy Orlov
- Hasso Plattner Institute for Digital Health at Mount Sinai, New York, NY, United States
- Windreich Department of Artificial Intelligence and Human Health, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Jovita Rodrigues
- Hasso Plattner Institute for Digital Health at Mount Sinai, New York, NY, United States
- Windreich Department of Artificial Intelligence and Human Health, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Eugenia Alleva
- Hasso Plattner Institute for Digital Health at Mount Sinai, New York, NY, United States
| | - Ipek Ensari
- Hasso Plattner Institute for Digital Health at Mount Sinai, New York, NY, United States
- Windreich Department of Artificial Intelligence and Human Health, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Erwin Bottinger
- Hasso Plattner Institute for Digital Health at Mount Sinai, New York, NY, United States
- Windreich Department of Artificial Intelligence and Human Health, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Girish N Nadkarni
- Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Thomas J Fuchs
- Hasso Plattner Institute for Digital Health at Mount Sinai, New York, NY, United States
- Windreich Department of Artificial Intelligence and Human Health, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Zahi A Fayad
- BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, United States
- Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, United States
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15
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Siedlecki SL. Artificial Intelligence, Digital Health Research, and the Clinical Nurse Specialist. CLIN NURSE SPEC 2023; 37:214-217. [PMID: 37595194 DOI: 10.1097/nur.0000000000000763] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/20/2023]
Affiliation(s)
- Sandra L Siedlecki
- Author Affiliation: Senior Nurse Scientist, Department of Nursing Research and Innovation
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Menon U, Gentry-Maharaj A, Burnell M, Apostolidou S, Ryan A, Kalsi JK, Singh N, Fallowfield L, McGuire AJ, Campbell S, Skates SJ, Dawnay A, Parmar M, Jacobs IJ. Insights from UKCTOCS for design, conduct and analyses of large randomised controlled trials. Health Technol Assess 2023:1-38. [PMID: 37843101 PMCID: PMC10591208 DOI: 10.3310/cldc7214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2023] Open
Abstract
Abstract Randomised controlled trials are challenging to deliver. There is a constant need to review and refine recruitment and implementation strategies if they are to be completed on time and within budget. We present the strategies adopted in the United Kingdom Collaborative Trial of Ovarian Cancer Screening, one of the largest individually randomised controlled trials in the world. The trial recruited over 202,000 women (2001-5) and delivered over 670,000 annual screens (2001-11) and over 3 million women-years of follow-up (2001-20). Key to the successful completion were the involvement of senior investigators in the day-to-day running of the trial, proactive trial management and willingness to innovate and use technology. Our underlying ethos was that trial participants should always be at the centre of all our processes. We ensured that they were able to contact either the site or the coordinating centre teams for clarifications about their results, for follow-up and for rescheduling of appointments. To facilitate this, we shared personal identifiers (with consent) with both teams and had dedicated reception staff at both site and coordinating centre. Key aspects were a comprehensive online trial management system which included an electronic data capture system (resulting in an almost paperless trial), biobanking, monitoring and project management modules. The automation of algorithms (to ascertain eligibility and classify results and ensuing actions) and processes (scheduling of appointments, printing of letters, etc.) ensured the protocol was closely followed and timelines were met. Significant engagement with participants ensured retention and low rates of complaints. Our solutions to the design, conduct and analyses issues we faced are highly relevant, given the renewed focus on trials for early detection of cancer. Future work There is a pressing need to increase the evidence base to support decision making about all aspects of trial methodology. Trial registration ISRCTN-22488978; ClinicalTrials.gov-NCT00058032. Funding This article presents independent research funded by the National Institute for Health and Care Research (NIHR) Health Technology Assessment programme as award number 16/46/01. The long-term follow-up UKCTOCS (2015 20) was supported by National Institute for Health and Care Research (NIHR HTA grant 16/46/01), Cancer Research UK, and The Eve Appeal. UKCTOCS (2001-14) was funded by the MRC (G9901012 and G0801228), Cancer Research UK (C1479/A2884), and the UK Department of Health, with additional support from The Eve Appeal. Researchers at UCL were supported by the NIHR UCL Hospitals Biomedical Research Centre and by the MRC Clinical Trials Unit at UCL core funding (MC_UU_00004/09, MC_UU_00004/08, MC_UU_00004/07). The views expressed are those of the authors and not necessarily those of the NHS, the NIHR, or the UK Department of Health and Social Care.
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Affiliation(s)
- Usha Menon
- MRC Clinical Trials Unit, Institute of Clinical Trials and Methodology, University College London, London, UK
| | - Aleksandra Gentry-Maharaj
- MRC Clinical Trials Unit, Institute of Clinical Trials and Methodology, University College London, London, UK
| | - Matthew Burnell
- MRC Clinical Trials Unit, Institute of Clinical Trials and Methodology, University College London, London, UK
| | - Sophia Apostolidou
- MRC Clinical Trials Unit, Institute of Clinical Trials and Methodology, University College London, London, UK
| | - Andy Ryan
- MRC Clinical Trials Unit, Institute of Clinical Trials and Methodology, University College London, London, UK
| | - Jatinderpal K Kalsi
- Institute of Epidemiology and Health Care, University College London, London, UK
| | - Naveena Singh
- Department of Cellular Pathology, Barts Health NHS Trust, London, UK
| | - Lesley Fallowfield
- Sussex Health Outcomes Research and Education in Cancer (SHORE-C), Brighton and Sussex Medical School, University of Sussex, Brighton, UK
| | | | | | - Steven J Skates
- Massachusetts General Hospital and Harvard Medical School, Boston, USA
| | - Anne Dawnay
- Department of Clinical Biochemistry, Barts Health NHS Trust, London, UK
| | - Mahesh Parmar
- MRC Clinical Trials Unit, Institute of Clinical Trials and Methodology, University College London, London, UK
| | - Ian J Jacobs
- Department of Women's Cancer, Elizabeth Garrett Anderson Institute for Women's Health, University College London, London, UK
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17
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Okpara C, Ioannidis G, Thabane L, Adachi JD, Rabinovich A, Hewston P, Lee J, McArthur C, Kennedy C, Woo T, Boulos P, Bobba R, Wang M, Thrall S, Mangin D, Marr S, Armstrong D, Patterson C, Bray S, de Wit K, Maharaj S, Misiaszek B, Sookhoo JB, Thompson K, Papaioannou A. The Geras virtual frailty rehabilitation program to build resilience in older adults with frailty during COVID-19: a randomized feasibility trial. Pilot Feasibility Stud 2023; 9:124. [PMID: 37461117 PMCID: PMC10351184 DOI: 10.1186/s40814-023-01346-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Accepted: 06/19/2023] [Indexed: 07/20/2023] Open
Abstract
BACKGROUND The Coronavirus (COVID-19) pandemic has exacerbated the risk for poor physical and mental health outcomes among vulnerable older adults. Multicomponent interventions could potentially prevent or reduce the risk of becoming frail; however, there is limited evidence about utilizing alternative modes of delivery where access to in-person care may be challenging. This randomized feasibility trial aimed to understand how a multicomponent rehabilitation program can be delivered remotely to vulnerable older adults with frailty during the pandemic. METHODS Participants were randomized to either a multimodal or socialization arm. Over a 12-week intervention period, the multimodal group received virtual care at home, which included twice-weekly exercise in small group physiotherapy-led live-streamed sessions, nutrition counselling and protein supplementation, medication consultation via a videoconference app, and once-weekly phone calls from student volunteers, while the socialization group received only once-weekly phone calls from the volunteers. The RE-AIM (Reach, Effectiveness, Adoption, Implementation and Maintenance) framework was used to evaluate the feasibility of the program. The main clinical outcomes were change in the 5-times sit-to-stand test (5 × STS) and Depression, Anxiety and Stress Scale (DASS-21) scores. The feasibility outcomes were analyzed using descriptive statistics and expressed as frequencies and mean percent with corresponding confidence intervals (CI). Analysis of covariance (ANCOVA) was used for the effectiveness component. RESULTS The program enrolled 33% (n = 72) of referrals to the study (n = 220), of whom 70 were randomized. Adoption rates from different referral sources were community self-referrals (60%), community organizations (33%), and healthcare providers (25%). At the provider level, implementation rates varied from 75 to 100% for different aspects of program delivery. Participant's adherence levels included virtual exercise sessions 81% (95% CI: 75-88%), home-based exercise 50% (95% CI: 38-62%), protein supplements consumption 68% (95% CI: 55-80%), and medication optimization 38% (95% CI: 21-59%). Most participants (85%) were satisfied with the program. There were no significant changes in clinical outcomes between the two arms. CONCLUSION The GERAS virtual frailty rehabilitation study for community-dwelling older adults living with frailty was feasible in terms of reach of participants, adoption across referral settings, adherence to implementation, and participant's intention to maintain the program. This program could be feasibly delivered to improve access to socially isolated older adults where barriers to in-person participation exist. However, trials with larger samples and longer follow-up are required to demonstrate effectiveness and sustained behavior change. TRIAL REGISTRATION ClinicalTrials.gov NCT04500366. Registered August 5, 2020, https://clinicaltrials.gov/ct2/show/NCT04500366.
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Affiliation(s)
- Chinenye Okpara
- Department of Health Research Methodology, Evidence and Impact, McMaster University, Hamilton, ON Canada
| | - George Ioannidis
- Department of Health Research Methodology, Evidence and Impact, McMaster University, Hamilton, ON Canada
- Geras Centre for Aging Research, Hamilton Health Sciences, Hamilton, ON Canada
- Department of Medicine, McMaster University, Hamilton, ON Canada
| | - Lehana Thabane
- Department of Health Research Methodology, Evidence and Impact, McMaster University, Hamilton, ON Canada
- The Research Institute of St Joseph’s Healthcare, Hamilton, ON Canada
- Faculty of Health Sciences, University of Johannesburg, Johannesburg, South Africa
| | | | | | - Patricia Hewston
- Geras Centre for Aging Research, Hamilton Health Sciences, Hamilton, ON Canada
- Department of Medicine, McMaster University, Hamilton, ON Canada
| | - Justin Lee
- Geras Centre for Aging Research, Hamilton Health Sciences, Hamilton, ON Canada
- Department of Medicine, McMaster University, Hamilton, ON Canada
| | - Caitlin McArthur
- Geras Centre for Aging Research, Hamilton Health Sciences, Hamilton, ON Canada
- School of Physiotherapy, Dalhousie University, Halifax, NS Canada
| | - Courtney Kennedy
- Geras Centre for Aging Research, Hamilton Health Sciences, Hamilton, ON Canada
- Department of Medicine, McMaster University, Hamilton, ON Canada
| | - Tricia Woo
- Geras Centre for Aging Research, Hamilton Health Sciences, Hamilton, ON Canada
- Department of Medicine, McMaster University, Hamilton, ON Canada
| | - Pauline Boulos
- Department of Medicine, McMaster University, Hamilton, ON Canada
| | - Raja Bobba
- Department of Medicine, McMaster University, Hamilton, ON Canada
| | - Mimi Wang
- Department of Medicine, McMaster University, Hamilton, ON Canada
| | - Samuel Thrall
- Department of Medicine, McMaster University, Hamilton, ON Canada
| | - Derelie Mangin
- Department of Family Medicine, McMaster University, Hamilton, ON Canada
| | - Sharon Marr
- Department of Medicine, University of Toronto, Hamilton, ON Canada
| | - David Armstrong
- Department of Medicine, McMaster University, Hamilton, ON Canada
| | | | - Steven Bray
- Department of Kinesiology, McMaster University, Hamilton, ON Canada
| | - Kerstin de Wit
- Department of Emergency Medicine, Queen’s University, Kingston, ON Canada
| | - Shyam Maharaj
- Department of Medicine, McMaster University, Hamilton, ON Canada
| | - Brian Misiaszek
- Department of Medicine, McMaster University, Hamilton, ON Canada
| | | | - Karen Thompson
- Geras Centre for Aging Research, Hamilton Health Sciences, Hamilton, ON Canada
| | - Alexandra Papaioannou
- Department of Health Research Methodology, Evidence and Impact, McMaster University, Hamilton, ON Canada
- Geras Centre for Aging Research, Hamilton Health Sciences, Hamilton, ON Canada
- Department of Medicine, McMaster University, Hamilton, ON Canada
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Xu W, Zhang Y, Wang Z, Dorsey SG, Starkweather A, Kim K. Pain self-management plus activity tracking and nurse-led support in adults with chronic low back pain: feasibility and acceptability of the problem-solving pain to enhance living well (PROPEL) intervention. BMC Nurs 2023; 22:217. [PMID: 37355622 DOI: 10.1186/s12912-023-01365-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Accepted: 05/31/2023] [Indexed: 06/26/2023] Open
Abstract
BACKGROUND Chronic low back pain can lead to individual suffering, high medical expenditures, and impaired social well-being. Although the role of physical activity in pain management is well established, the underlying mechanisms of biological and clinical outcomes are unknown. This study aimed to assess the feasibility and acceptability of a pain self-management intervention, Problem-Solving Pain to Enhance Living Well, which employs wearable activity tracking technology and nurse consultations for people with chronic low back pain. METHODS This one-arm longitudinal study recruited 40 adults aged 18-60 years with chronic low back pain. Over 12 weeks, participants watched 10 short video modules, wore activity trackers, and participated in nurse consultations every 2 weeks. At baseline and the 12-week follow-up, they completed study questionnaires, quantitative sensory testing, and blood sample collection. RESULTS Forty participants were recruited, and their mean age was 29.8. Thirty-two participants completed the survey questionnaire, quantitative sensory testing, Fitbit activity tracker, and bi-weekly nurse consultation, and 25 completed the evaluation of biological markers. The overall satisfaction with the Problem-Solving Pain to Enhance Living Well video modules, nurse consultations, and Fitbit in pain management was rated as excellent. No adverse events were reported. Between the baseline and 12-week follow-up, there was a significant decrease in pain intensity and interference and an increase in the warm detection threshold at the pain site. CONCLUSIONS Despite concerns about the participant burden due to multidimensional assessment and intensive education, the feasibility of the Problem-Solving Pain to Enhance Living Well intervention was favorable. Technology-based self-management interventions can offer personalized strategies by integrating pain phenotypes, genetic markers, and physical activity types affecting pain conditions. TRIAL REGISTRATION This pilot study was registered with ClinicalTrials.gov [NCT03637998, August 20, 2018]. The first participant was enrolled on September 21, 2018.
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Affiliation(s)
- Wanli Xu
- University of Connecticut School of Nursing, Storrs, Connecticut, USA
- Center for Advancement in Managing Pain, University of Connecticut, Storrs, Connecticut, USA
| | - Yiming Zhang
- Department of Statistics, University of Connecticut, Storrs, Connecticut, USA
| | - Zequan Wang
- University of Connecticut School of Nursing, Storrs, Connecticut, USA
- Center for Advancement in Managing Pain, University of Connecticut, Storrs, Connecticut, USA
| | - Susan G Dorsey
- School of Nursing, University of Maryland, Baltimore, USA
| | | | - Kyounghae Kim
- College of Nursing, Korea University, 145 Anam-ro, Seongbuk-Gu, Seoul, South Korea.
- Nursing Research Institute, Korea University, Seoul, South Korea.
- BK21 FOUR R&E Center for Learning Health Systems, Korea University, Seoul, South Korea.
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Lepage S, Conway A, Goodson N, Wicks P, Flight L, Devane D. Online randomised trials with children: A scoping review. PLoS One 2023; 18:e0280965. [PMID: 37228143 PMCID: PMC10212186 DOI: 10.1371/journal.pone.0280965] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Accepted: 05/10/2023] [Indexed: 05/27/2023] Open
Abstract
BACKGROUND Paediatric trials must contend with many challenges that adult trials face but often bring additional obstacles. Decentralised trials, where some or all trial methods occur away from a centralised location, are a promising strategy to help meet these challenges. This scoping review aims to (a) identify what methods and tools have been used to create and conduct entirely online-decentralised trials with children and (b) determine the gaps in the knowledge in this field. This review will describe the methods used in these trials to identify their facilitators and the gaps in the knowledge. METHODS The methods were informed by guidance from the Joanna Briggs Institute and the PRISMA extension for scoping reviews. We systematically searched MEDLINE, CENTRAL, CINAHL, and Embase databases, trial registries, pre-print servers, and the internet. We included randomised and quasi-randomised trials conducted entirely online with participants under 18 published in English. A risk of bias assessment was completed for all included studies. RESULTS Twenty-one trials met our inclusion criteria. The average age of participants was 14.6 years. Social media was the most common method of online recruitment. Most trials employed an external host website to store and protect their data. Duration of trials ranged from single-session interventions up to ten weeks. Fourteen trials compensated participants. Eight trials involved children in their trial design process; none reported compensation for this. Most trials had a low risk of bias in "random sequence generation", "selective reporting", and "other". Most trials had a high risk of bias in "blinding participants and personnel", "blinding of outcome assessment", and "incomplete outcome data". "Allocation concealment" was unclear in most studies. CONCLUSIONS There was a lack of transparent reporting of the recruitment, randomisation, and retention methods used in many of the trials included in this review. Patient and public involvement (PPI) was not common, and the compensation of PPI partners was not reported in any study. Consent methods and protection against fraudulent entries to trials were creative and thoroughly discussed by some trials and not addressed by others. More work and thorough reporting of how these trials are conducted is needed to increase their reproducibility and quality. ETHICS AND DISSEMINATION Ethical approval was not necessary since all data sources used are publicly available.
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Affiliation(s)
- Simone Lepage
- Health Research Board–Trials Methodology Research Network (HRB-TMRN), University of Galway, Galway, Ireland
- School of Nursing and Midwifery, University of Galway, Galway, Ireland
| | - Aislinn Conway
- Evidence Synthesis Ireland, University of Galway, Galway, Ireland
| | - Noah Goodson
- Data & Analytics, Thread Research, Tustin, California, United States of America
| | - Paul Wicks
- Wicks Digital Health, Lichfield, Staffordshire, United Kingdom
| | - Laura Flight
- National Institute for Health and Care Excellence, Piccadilly Plaza, Manchester, United Kingdom
| | - Declan Devane
- Health Research Board–Trials Methodology Research Network (HRB-TMRN), University of Galway, Galway, Ireland
- School of Nursing and Midwifery, University of Galway, Galway, Ireland
- Evidence Synthesis Ireland, University of Galway, Galway, Ireland
- Cochrane Ireland, University of Galway, Galway, Ireland
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Gamble E, Linehan C, Heavin C. Establishing Requirements for Technology to Support Clinical Trial Retention: Systematic Scoping Review and Analysis Using Self-determination Theory. J Med Internet Res 2023; 25:e38159. [PMID: 37052985 PMCID: PMC10141281 DOI: 10.2196/38159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Revised: 09/30/2022] [Accepted: 11/01/2022] [Indexed: 04/14/2023] Open
Abstract
BACKGROUND Retaining participants in clinical trials is an established challenge. Currently, the industry is moving to a technology-mediated, decentralized model for running trials. The shift presents an opportunity for technology design to aid the participant experience and promote retention; however, there are many open questions regarding how this can be best supported. We advocate the adoption of a stronger theoretical position to improve the quality of design decisions for clinical trial technology to promote participant engagement. OBJECTIVE This study aimed to identify and analyze the types of retention strategies used in published clinical trials that successfully retain participants. METHODS A systematic scoping review was carried out on 6 electronic databases for articles published from 1990 to September 2020, namely CINAHL, The Cochrane Library, EBSCO, Embase, PsycINFO, and PubMed, using the concepts "retention," "strategy," "clinal trial," and "clinical research." This was followed by an analysis of the included articles through the lens of self-determination theory, an evidence-based theory of human motivation. RESULTS A total of 26 articles were included in this review. The motivational strategies identified in the clinical trials in our sample were categorized into 8 themes: autonomy; competence; relatedness; controlled motivation; branding, communication material, and marketing literature; contact, tracking, and scheduling methods and data collection; convenience to contribute to data collection; and organizational competence. The trials used a wide range of motivational strategies. Notably, the trials often relied on controlled motivation interventions and underused strategies to support intrinsic motivation. Moreover, traditional clinical trials relied heavily on human interaction and "relatedness" to support motivation and retention, which may cause problems in the move to technology-led decentralized trials. We found inconsistency in the data-reporting methods and that motivational theory-based approaches were not evident in strategy design. CONCLUSIONS This study offers direction and a framework to guide digital technology design decisions for future decentralized clinical trials to enhance participant retention during clinical trials. This research defines previous clinical trial retention strategies in terms of participant motivation, identifies motivational strategies, and offers a rationale for selecting strategies that will improve retention. It emphasizes the benefits of using theoretical frameworks to analyze strategic approaches and aid decision-making to improve the quality of technology design decisions.
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Affiliation(s)
- Eoin Gamble
- School of Applied Psychology, University College Cork, Cork, Ireland
| | - Conor Linehan
- School of Applied Psychology, University College Cork, Cork, Ireland
- Lero Research Centre, Cork, Ireland
| | - Ciara Heavin
- Department of Business Information Systems, Cork University Business School, University College Cork, Cork, Ireland
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21
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Mazzochi AT, Dennis M, Chun HYY. Electronic informed consent: effects on enrolment, practical and economic benefits, challenges, and drawbacks-a systematic review of studies within randomized controlled trials. Trials 2023; 24:127. [PMID: 36810093 PMCID: PMC9942032 DOI: 10.1186/s13063-022-06959-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Accepted: 11/24/2022] [Indexed: 02/23/2023] Open
Abstract
BACKGROUND Enrolment is one of the most challenging aspects of conducting clinical trials, preceded by the process of informed consent (IC). Different strategies to improve recruitment in clinical trials have been used, including electronic IC. During COVID-19 pandemic, barriers to enrolment have been evident. Although digital technologies were acknowledged as the future of clinical research and potential advantages were shown for recruitment, electronic informed consent (e-IC) has not yet been globally adopted. The purpose of this review is to investigate the effect of using e-IC on enrolment, practical and economic benefits, challenges, and drawbacks when compared to traditional informed consent, through a systematic review. METHODS Embase, Global Health Library, Medline, and The Cochrane Library databases were searched. No limit was set for publication date, age, sex, or study design. We included all studies within a randomized controlled trial (RCT), published in English, Chinese or Spanish, evaluating the electronic consent process used in the parent RCT. Studies were included if any of the three components ((i) information provision, (ii) participant's comprehension, (iii) signature) of the IC process was designed as electronic, whether administered remotely or face-to-face. The primary outcome was the rate of enrolment to the parent trial. Secondary outcomes were summarized according to the various findings reported on the use of electronic consent. RESULTS From a total of 9069 titles, 12 studies were included in the final analysis with a total of 8864 participants. Five studies of high heterogeneity and risk of bias showed mixed results on the efficacy of e-IC on enrolment. Data of included studies suggested e-IC could improve comprehension and recall of study-related information. Meta-analysis could not be conducted due to different study designs and outcome measures and the predominantly qualitative findings. CONCLUSION Few published studies have investigated the impact of e-IC on enrolment and findings were mixed. e-IC may improve participant's comprehension and recall of information. High-quality studies are needed to evaluate the potential benefit of e-IC to increase clinical trial enrolment. TRIAL REGISTRATION PROSPERO CRD42021231035 . Registration date: 19-Feb-2021.
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Affiliation(s)
- Ana Teresita Mazzochi
- Usher Institute, University of Edinburgh, Old Medical School, Teviot Place, Edinburgh, EH8 9AG UK
| | - Martin Dennis
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
| | - Ho-Yan Yvonne Chun
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
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22
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Trinquart L, Liu C, McManus DD, Nowak C, Lin H, Spartano NL, Borrelli B, Benjamin EJ, Murabito JM. Increasing Engagement in the Electronic Framingham Heart Study: Factorial Randomized Controlled Trial. J Med Internet Res 2023; 25:e40784. [PMID: 36662544 PMCID: PMC9898831 DOI: 10.2196/40784] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Revised: 11/02/2022] [Accepted: 12/01/2022] [Indexed: 01/21/2023] Open
Abstract
BACKGROUND Smartphone apps and mobile health devices offer innovative ways to collect longitudinal cardiovascular data. Randomized evidence regarding effective strategies to maintain longitudinal engagement is limited. OBJECTIVE This study aimed to evaluate smartphone messaging interventions on remote transmission of blood pressure (BP) and heart rate (HR) data. METHODS We conducted a 2 × 2 × 2 factorial blinded randomized trial with randomization implemented centrally to ensure allocation concealment. We invited participants from the Electronic Framingham Heart Study (eFHS), an e-cohort embedded in the FHS, and asked participants to measure their BP (Withings digital cuff) weekly and wear their smartwatch daily. We assessed 3 weekly notification strategies to promote adherence: personalized versus standard; weekend versus weekday; and morning versus evening. Personalized notifications included the participant's name and were tailored to whether or not data from the prior week were transmitted to the research team. Intervention notification messages were delivered weekly automatically via the eFHS app. We assessed if participants transmitted at least one BP or HR measurement within 7 days of each notification after randomization. Outcomes were adherence to BP and HR transmission at 3 months (primary) and 6 months (secondary). RESULTS Of the 791 FHS participants, 655 (82.8%) were eligible and randomized (mean age 53, SD 9 years; 392/655, 59.8% women; 596/655, 91% White). For the personalized versus standard notifications, 38.9% (126/324) versus 28.8% (94/327) participants sent BP data at 3 months (difference=10.1%, 95% CI 2.9%-17.4%; P=.006), but no significant differences were observed for HR data transmission (212/324, 65.4% vs 209/327, 63.9%; P=.69). Personalized notifications were associated with increased BP and HR data transmission versus standard at 6 months (BP: 107/291, 36.8% vs 66/295, 22.4%; difference=14.4%, 95% CI 7.1- 21.7%; P<.001; HR: 186/281, 66.2% vs 158/281, 56.2%; difference=10%, 95% CI 2%-18%; P=.02). For BP and HR primary or secondary outcomes, there was no evidence of differences in data transmission for notifications sent on weekend versus weekday or morning versus evening. CONCLUSIONS Personalized notifications increased longitudinal adherence to BP and HR transmission from mobile and digital devices among eFHS participants. Our results suggest that personalized messaging is a powerful tool to promote adherence to mobile health systems in cardiovascular research. TRIAL REGISTRATION ClinicalTrials.gov NCT03516019; https://clinicaltrials.gov/ct2/show/NCT03516019.
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Affiliation(s)
- Ludovic Trinquart
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, United States
- Institute for Clinical Research and Health Policy Studies, Tufts Medical Center, Boston, MA, United States
- Tufts Clinical and Translational Science Institute, Tufts University, Boston, MA, United States
| | - Chunyu Liu
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, United States
- Framingham Heart Study, Boston University and National Heart, Lung, and Blood Institute, Framingham, MA, United States
| | - David D McManus
- Department of Medicine, University of Massachusetts Chan Medical School, Worcester, MA, United States
- Cardiology Division, Department of Medicine, University of Massachusetts Chan Medical School, Worcester, MA, United States
- Department of Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester, MA, United States
| | | | - Honghuang Lin
- Department of Medicine, University of Massachusetts Chan Medical School, Worcester, MA, United States
| | - Nicole L Spartano
- Framingham Heart Study, Boston University and National Heart, Lung, and Blood Institute, Framingham, MA, United States
- Section of Endocrinology, Diabetes, Nutrition, and Weight Management, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, United States
| | - Belinda Borrelli
- Center for Behavioral Science Research, Department of Health Policy and Health Services Research, Henry M Goldman School of Dental Medicine, Boston University, Boston, MA, United States
| | - Emelia J Benjamin
- Framingham Heart Study, Boston University and National Heart, Lung, and Blood Institute, Framingham, MA, United States
- Section of Cardiovascular Medicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston Medical Center, Boston, MA, United States
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, United States
| | - Joanne M Murabito
- Framingham Heart Study, Boston University and National Heart, Lung, and Blood Institute, Framingham, MA, United States
- Section of General Internal Medicine, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston Medical Center, Framingham, MA, United States
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23
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Ichimiya M, Muller-Tabanera H, Cantrell J, Bingenheimer JB, Gerard R, Hair EC, Donati D, Rao N, Evans WD. Evaluation of response to incentive recruitment strategies in a social media-based survey. Digit Health 2023; 9:20552076231178430. [PMID: 37312941 PMCID: PMC10259135 DOI: 10.1177/20552076231178430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 05/10/2023] [Indexed: 06/15/2023] Open
Abstract
Objective This study aimed to examine varying incentives on acceptance to participate in an online survey on social media and to identify related demographic factors. Methods The study used Facebook and targeted its users aged 18 to 24 years in the United States. During recruitment, participants were randomized to one of the three types of incentives for survey completion, (1) a $5 gift card, (2) a lottery for a $200 gift card, and (3) a $5 gift card plus a lottery for a $200 gift card. Acceptance rates for survey participation were compared across three incentives using percentages, 95% logit-transformed confidence intervals, and Pearson's chi-squared tests. The survey asked about cognition and behaviors around smoking and vaping. Results The ads had 1,782,931 impressions, 1,104,139 reaches, and 11,878 clicks. The average ad frequency was 1.615, and the click-through rate was 0.67%. Males clicked less than females when seeing the ads. The acceptance rates for the three incentives were 63.7%, 37.2%, and 64.6%, respectively. A Chi-square test confirmed that the lottery-only group had a lower acceptance rate compared to those guaranteed an incentive, including the gift card group and the gift card and lottery group. Further analyses indicated that males did not opt into the survey as often as females when given the lottery-only incentive option, and those who did not meet their financial expenses opted into the survey more often than those who had more money than their expenses when given the lottery-only incentive option. Conclusions This study suggests that incentives guaranteed to all participants, even if the incentive's value is small, may lead to higher acceptance rates compared to a lottery for a greater incentive in social media-based surveys.
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Affiliation(s)
- Megumi Ichimiya
- Department of Prevention and Community Health, Milken Institute School of Public Health, The George Washington University, Washington, DC, USA
| | | | - Jennifer Cantrell
- Global Institute of Public Health, New York University, New York City, NY, USA
| | - Jeffrey B Bingenheimer
- Department of Prevention and Community Health, Milken Institute School of Public Health, The George Washington University, Washington, DC, USA
| | - Raquel Gerard
- Department of Prevention and Community Health, Milken Institute School of Public Health, The George Washington University, Washington, DC, USA
| | - Elizabeth C Hair
- Schroeder Institute, Truth Initiative, Washington, DC, USA
- Global Institute of Public Health, New York University, New York City, NY, USA
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Dante Donati
- Marketing Division, Columbia Business School, New York, NY, USA
| | - Nandan Rao
- Universitat Autonoma de Barcelona, Catalunya, ES, Spain
- Barcelona School of Economics, Catalunya, ES, Spain
| | - W Douglas Evans
- Department of Prevention and Community Health, Milken Institute School of Public Health, The George Washington University, Washington, DC, USA
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24
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Brown EL, Paul-Ward A, Felber Neff D, Webb FJ, Vieira ER, Gaillard T. Willingness of Older Adults From Culturally Diverse Populations to Participate in COVID-19 Related Treatment Trials and Associated Factors. Gerontol Geriatr Med 2023; 9:23337214231179826. [PMID: 37324645 PMCID: PMC10258652 DOI: 10.1177/23337214231179826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 04/26/2023] [Accepted: 05/16/2023] [Indexed: 06/17/2023] Open
Abstract
This survey study aimed to assess the willingness of culturally diverse older adults to participate in COVID-19 research. The majority of the 276 participants were women (81%, n = 223) and Black/African American (62%, n = 172) or White Hispanic (20%, n = 56). A key finding from the survey was less than 1 of 10 respondents would be likely to participate in COVID-19 related research if given the opportunity. There were no differences observed by gender, race or ethnicity. Implications of these findings are considered. These study findings indicate continued effort and better messaging strategies are required to increase awareness that COVID-19 related research needs to include culturally diverse older adults to ensure vaccines and treatments are efficacious in different populations.
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Affiliation(s)
| | | | | | - Fern J. Webb
- Center for Health Equity & Engagement Research, Jacksonville, FL, USA
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25
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Killeen SL, Byrne DF, Geraghty AA, Yelverton CA, van Sinderen D, Cotter PD, Murphy EF, O’Reilly SL, McAuliffe FM. Recruiting and Engaging Women of Reproductive Age with Obesity: Insights from A Mixed-Methods Study within A Trial. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:13832. [PMID: 36360712 PMCID: PMC9658053 DOI: 10.3390/ijerph192113832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 10/14/2022] [Accepted: 10/17/2022] [Indexed: 06/16/2023]
Abstract
Engaging women with obesity in health-related studies during preconception is challenging. Limited data exists relating to their participation. The aim of this study is to explore the experiences and opinions of women participating in a weight-related, preconception trial. This is an explanatory sequential (quan-QUAL) mixed-methods Study Within A Trial, embedded in the GetGutsy randomized controlled trial (ISRCTN11295995). Screened participants completed an online survey of eight questions (single or multiple choice and Likert scale) on recruitment, motivations and opinions on study activities. Participants with abdominal obesity (waist circumference ≥ 80 cm) were invited to a subsequent semi-structured, online focus group (n = 2, 9 participants) that was transcribed and analyzed using inductive thematic analysis, with a pragmatic epistemological approach. The survey (n = 102) showed the main research participation motivations were supporting health research (n = 38, 37.3%) and wanting health screening (n = 30, 29.4%). Most participants were recruited via email (n = 35, 34.7%) or social media (n = 15, 14.7%). In the FGs, participants valued flexibility, convenience and. research methods that aligned with their lifestyles. Participants had an expanded view of health that considered emotional well-being and balance alongside more traditional medical assessments. Clinical trialists should consider well-being, addressing the interconnectedness of health and incorporate a variety of research activities to engage women of reproductive age with obesity.
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Affiliation(s)
- Sarah Louise Killeen
- UCD Perinatal Research Centre, School of Medicine, University College Dublin, National Maternity Hospital, D02 YH21 Dublin, Ireland
| | - David F. Byrne
- UCD Perinatal Research Centre, School of Medicine, University College Dublin, National Maternity Hospital, D02 YH21 Dublin, Ireland
| | - Aisling A. Geraghty
- UCD Perinatal Research Centre, School of Medicine, University College Dublin, National Maternity Hospital, D02 YH21 Dublin, Ireland
- UCD Institute of Food and Health, School of Agriculture and Food Science, University College Dublin, D04 V1W8 Dublin, Ireland
| | - Cara A. Yelverton
- UCD Perinatal Research Centre, School of Medicine, University College Dublin, National Maternity Hospital, D02 YH21 Dublin, Ireland
| | - Douwe van Sinderen
- APC Microbiome Ireland, Biosciences Research Institute, National University of Ireland, T12 K8AF Cork, Ireland
- School of Microbiology, National University of Ireland, T12 K8AF Cork, Ireland
| | - Paul D. Cotter
- APC Microbiome Ireland, Biosciences Research Institute, National University of Ireland, T12 K8AF Cork, Ireland
- Teagasc Food Research Centre, Moorepark, Fermoy, P61 C996 Cork, Ireland
| | - Eileen F. Murphy
- Precision Biotics Ltd. (Novozymes Cork), Cork Airport Business Park, Kinsale Road, T12 D292 Cork, Ireland
| | - Sharleen L. O’Reilly
- UCD Perinatal Research Centre, School of Medicine, University College Dublin, National Maternity Hospital, D02 YH21 Dublin, Ireland
- UCD Institute of Food and Health, School of Agriculture and Food Science, University College Dublin, D04 V1W8 Dublin, Ireland
| | - Fionnuala M. McAuliffe
- UCD Perinatal Research Centre, School of Medicine, University College Dublin, National Maternity Hospital, D02 YH21 Dublin, Ireland
- APC Microbiome Ireland, Biosciences Research Institute, National University of Ireland, T12 K8AF Cork, Ireland
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26
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Michaud TL, Estabrooks PA, You W, Ern J, Scoggins D, Gonzales K, King KM, Dai H, Su D. Effectiveness of incentives to improve the reach of health promotion programs- a systematic review and meta-analysis. Prev Med 2022; 162:107141. [PMID: 35809822 DOI: 10.1016/j.ypmed.2022.107141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Revised: 05/31/2022] [Accepted: 07/02/2022] [Indexed: 10/17/2022]
Abstract
The reach (i.e., enrollment, engagement, and retention) of health promotion evidence-based programs (EBPs) at the participant level has been challenging. Incentives based on behavioral economics may be used to improve EBP reach. We aimed to systematically review and synthesize the evidence of the effectiveness of incentives as a dissemination strategy to increase EBP reach. We conducted a literature search in PubMed, SCOPUS, EMBASE, Cochrane Review and Cochrane CENTRAL for articles published between January 2000 and March 2020 to identify incentive strategies used to increase program reach among health promotion EBPs. Inclusion criteria included studies published in English, experimental or quasi-experimental designs, comparison of incentive to non-incentive or control strategies, and reported on reach (n = 35 health promotion studies). Monetary incentives using cash and a fixed schedule of reinforcement were the most used incentive schemes (71%). Incentives alone or combined with other strategies as a multicomponent approach were effective in improving program enrollment, engagement, and retention. Specifically, incentive strategies were associated with higher odds of program enrollment (odds ratio [OR], 2.78; 95% confidence interval [CI], 1.82-4.24; n = 10) and retention (OR, 2.54, 95% CI, 1.34-4.85; n = 9) with considerable heterogeneity (I2 = 94% and 91%, respectively). Incentives are a promising individual-level dissemination strategy to improve the reach of health promotion EBPs. However, understanding the optimal amount, type, frequency, and target of incentives, and how incentives fit in a multicomponent approach in different contexts requires further research.
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Affiliation(s)
- Tzeyu L Michaud
- Center for Reducing Health Disparities, College of Public Health, University of Nebraska Medical Center, Omaha, NE, USA; Department of Health Promotion, College of Public Health, University of Nebraska Medical Center, Omaha, NE, USA.
| | - Paul A Estabrooks
- Department of Health and Kinesiology, College of Health, University of Utah, Salt Lake City, UT, USA
| | - Wen You
- Department of Public Health Sciences, University of Virginia, University of Virginia Cancer Center, Charlottesville, VA, USA
| | - Jessica Ern
- Center for Reducing Health Disparities, College of Public Health, University of Nebraska Medical Center, Omaha, NE, USA
| | - Dylan Scoggins
- Center for Reducing Health Disparities, College of Public Health, University of Nebraska Medical Center, Omaha, NE, USA
| | - Kelly Gonzales
- College of Nursing, Omaha Division, University of Nebraska Medical Center, Omaha, NE, USA
| | - Keyonna M King
- Center for Reducing Health Disparities, College of Public Health, University of Nebraska Medical Center, Omaha, NE, USA; Department of Health Promotion, College of Public Health, University of Nebraska Medical Center, Omaha, NE, USA
| | - Hongying Dai
- Department of Biostatistics, College of Public Health, University of Nebraska Medical Center, Omaha, NE, USA
| | - Dejun Su
- Center for Reducing Health Disparities, College of Public Health, University of Nebraska Medical Center, Omaha, NE, USA; Department of Health Promotion, College of Public Health, University of Nebraska Medical Center, Omaha, NE, USA
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Serrano-Gallardo P, Cassetti V, Boone ALD, Pisano-González MM. Recruiting Participants in Vulnerable Situations: A Qualitative Evaluation of the Recruitment Process in the EFFICHRONIC Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:10765. [PMID: 36078487 PMCID: PMC9518307 DOI: 10.3390/ijerph191710765] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Revised: 08/20/2022] [Accepted: 08/24/2022] [Indexed: 06/15/2023]
Abstract
In recent years, stakeholder involvement in research has become a central element of responsible research. The EFFICHRONIC project reflects these principles and aims to reduce the burden of chronic diseases and increase the sustainability of the healthcare system through the implementation of an evidence-based chronic disease prevention and self-management programme. The qualitative study presented here is part of EFFICHRONIC and aims to explore and understand the recruitment strategies implemented in the participating countries (Spain, UK, Netherlands, Italy, and France). Semi-structured interviews were conducted with the country coordinators (purposive sampling of the five coordinators responsible for the recruitment strategy), and a coding and synthesis process was used to conduct a thematic analysis. The analysis resulted in five main categories: (1) Stakeholder recruitment strategies. (2) Facilitators to recruitment. (3) Barriers to recruitment. (4) Strategies developed to address recruitment challenges. (5) Lessons learned. From a collaborative approach to the co-production process, recruitment has helped to build a wide network and new relationships with local actors, explore and learn about the social world, step out of the comfort zone of health institutions, combine a wide variety of strategies, and innovate by taking into account the institutional and cultural contexts of each country.
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Affiliation(s)
- Pilar Serrano-Gallardo
- Nursing Department, Faculty of Medicine, Universidad Autonoma de Madrid, 28029 Madrid, Spain
- Instituto de Investigación Sanitaria Puerta de Hierro—Segovia de Arana, Instituto Interuniversitario “Investigación Avanzada Sobre Evaluación de la Ciencia y la Universidad”, 28029 Madrid, Spain
| | - Viola Cassetti
- Community Activities in Primary Care Programme (PACAP), 18001 Granada, Spain
| | - An L. D. Boone
- Research Group “Community Health and Active Aging” of the Research Institute of Asturias (IPSA), Consejería de Sanidad del Gobierno Regional de Asturias, Public Health General Directorate, Principality of Asturias, 33005 Oviedo, Spain
| | - Marta María Pisano-González
- Research Group “Community Health and Active Aging” of the Research Institute of Asturias (IPSA), Consejería de Sanidad del Gobierno Regional de Asturias, General Directorate of Care, Humanisation and Social Healthcare Services, Principality of Asturias, 33005 Oviedo, Spain
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28
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Darko EM, Kleib M, Olson J. Social Media Use for Research Participant Recruitment: Integrative Literature Review. J Med Internet Res 2022; 24:e38015. [PMID: 35925655 PMCID: PMC9389385 DOI: 10.2196/38015] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Accepted: 06/15/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Social media tools have provided health researchers with the opportunity to engage with communities and groups in a nonconventional manner to recruit participants for health research. Using social media to advertise research opportunities and recruit participants facilitates accessibility to participants from broad geographical areas and diverse populations. However, little guidance is provided by ethics review boards for researchers to effectively use this recruitment method in their research. OBJECTIVE This study sought to explore the literature on the use of social media for participant recruitment for research studies and identify the best practices for recruiting participants using this method. METHODS An integrative review approach was used to synthesize the literature. A total of 5 health sciences databases, namely, EMBASE (Ovid), MEDLINE (Ovid and EBSCOhost), PsycINFO (Ovid), Scopus (Elsevier), and CINAHL Plus with Full Text (EBSCOhost), were searched using predefined keywords and inclusion and exclusion criteria. The initial search was conducted in October 2020 and was updated in February 2022. Descriptive and content analyses were applied to synthesize the results, and the findings are presented in a narrative and tabular format. RESULTS A total of 96 records were included in this review, 83 (86%) from the initial search and 13 (14%) from the updated search. The publication year ranged between 2011 and 2022, with most publications (63/96, 66%) being from the United States. Regarding recruitment strategy, 45% (43/96) of the studies exclusively used social media, whereas 51% (49/96) used social media in conjunction with other strategies. The remaining 4% (4/96) provided guidelines and recommendations for social media recruitment. Notably, 38% (36/96) of these studies involved hard-to-reach populations. The findings also revealed that the use of social media is a cost-effective and efficient strategy for recruiting research participants. Despite the expanded use across different populations, there is limited participation of older adults in social media recruitment. CONCLUSIONS This review provides important insights into the current use of social media for health research participant recruitment. Ethics boards and research support services in academic institutions are encouraged to explicitly provide researchers with guidelines on the use of social media for health research participant recruitment. A preliminary guideline prepared based on the findings of this review is proposed to spark further development in this area.
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Affiliation(s)
- Elizabeth Mirekuwaa Darko
- College of Health Sciences, Faculty of Nursing, Edmonton Clinic Health Academy, University of Alberta, Edmonton, AB, Canada
| | - Manal Kleib
- College of Health Sciences, Faculty of Nursing, Edmonton Clinic Health Academy, University of Alberta, Edmonton, AB, Canada
| | - Joanne Olson
- College of Health Sciences, Faculty of Nursing, Edmonton Clinic Health Academy, University of Alberta, Edmonton, AB, Canada
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Lepage S, Conway A, Goodson N, Wicks P, Devane D. Online randomised trials with children: A scoping review protocol. HRB Open Res 2022; 5:46. [PMID: 37274595 PMCID: PMC10238819 DOI: 10.12688/hrbopenres.13566.1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/14/2022] [Indexed: 09/20/2024] Open
Abstract
Introduction: This scoping review will determine how online, randomised trials with children are conducted. The objectives of the review are: (a) to determine what methods and tools have been used to create and conduct online trials with children and (b) to identify the gaps in the knowledge in this field. Over the last decade, randomised trials employing online methods have gained traction. Decentralised methods lend themselves to certain types of trials and can offer advantages over traditional trial methods, potentially increasing participant reach and diversity and decreasing research waste. However, decentralised trials that have all aspects of the trial exclusively online are not yet common, and those involving children even less so. This scoping review will describe and evaluate the methods used in these trials to understand how they may be effectively employed. Methods: Methods are informed by guidance from the Joanna Briggs Institute and the Preferred Reporting Items for Systematic Reviews and Meta-analyses extension for scoping reviews. The search strategy was developed in consultation with an information specialist for the following databases: MEDLINE, CENTRAL, CINAHL, and Embase. Grey literature searches will be completed with the consultation of experts in decentralised trials and digital health using internet searches and suitable trial registries. Once identified, included full-text studies' references will be manually searched for any trials that may have been missed. We will include randomised and quasi-randomised trials conducted exclusively online with participants under the age of 18 published in English. We will not limit by country of conduct or date of publication. Data will be collected using a data charting tool and presented in text, graphical, and tabular formats. Ethics and Dissemination: Ethical approval is not needed since all data sources used are publicly available. The review will be available as a preprint before publication in an open-access, peer-reviewed journal.
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Affiliation(s)
- Simone Lepage
- HRB-Trials Methodology Research Network, School of Nursing and Midwifery, National University of Ireland, Galway, Galway, Co. Galway, H91E3YV, Ireland
| | - Aislinn Conway
- Health Technology Assessment Directorate, Health Information and Quality Authority, Dublin 7, Co Dublin, D07E98Y, Ireland
| | - Noah Goodson
- Data & Analytics, Thread Research, Tustin, California, 92780, USA
| | - Paul Wicks
- Wicks Digital Health, Lichfield, Staffordshire, WS13 6AQ, UK
| | - Declan Devane
- HRB-Trials Methodology Research Network, School of Nursing and Midwifery, National University of Ireland, Galway, Galway, Co. Galway, H91E3YV, Ireland
- Evidence Synthesis Ireland, National University of Ireland, Galway, Galway, Co Galway, H91E3YV, Ireland
- Cochrane Ireland, National University of Ireland, Galway, Galway, Co Galway, H91E3YV, Ireland
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Clancy B, Bonevski B, English C, Baker AL, Turner A, Magin P, Pollack M, Callister R, Guillaumier A. Access to and Use of Internet and Social Media by Low-Morbidity Stroke Survivors Participating in a National Web-Based Secondary Stroke Prevention Trial: Cross-sectional Survey. J Med Internet Res 2022; 24:e33291. [PMID: 35635754 PMCID: PMC9153916 DOI: 10.2196/33291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 02/17/2022] [Accepted: 02/23/2022] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND eHealth applications for stroke are a growing area of research that has yielded promising results. However, little is known about how stroke survivors engage with the internet, social media, and other digital technologies on a day-to-day basis. OBJECTIVE This study had three main objectives: to describe the type, frequency, and purpose of technology use among a cohort of low-morbidity stroke survivors; to investigate associations between social media use and participant factors, including sociodemographics, physical function, and independence in activities of daily living; and to investigate associations between stroke-related health risk factors and the use of the internet to search for health and medical information. METHODS This study is a secondary analysis of data obtained during a national randomized controlled trial-Prevent 2nd Stroke. The participants were stroke survivors recruited from 2 Australian stroke registries who completed 2 telephone-administered surveys to collect data on demographics and stroke characteristics; health risk factors (diet quality, physical activity, blood pressure medication, alcohol intake, anxiety and depression, and smoking status); physical functioning; independence in activities of daily living; and questions about what technology they had access to, how often they used it, and for what purposes. Participants were eligible if they had no more than a moderate level of disability (modified Rankin score ≤3) and had access to the internet. Multivariable logistic regression was used to assess the associations between social media use and sociodemographics, physical function, and independence in activities of daily living as well as associations between stroke-related health risk factors and the use of the internet to search for health and medical information. RESULTS Data from 354 participants were included in the analysis. Approximately 79.1% (280/354) of participants used the internet at least daily, 40.8% (118/289) accessed social media on their phone or tablet daily, and 46.4% (134/289) looked up health and medical information at least monthly. Women were 2.7 times more likely to use social media (adjusted odds ratio 2.65, 95% CI 1.51-4.72), and people aged >75 years were significantly less likely to use social media compared with those aged <55 years (adjusted odds ratio 0.17, 95% CI 0.07-0.44). Health risk factors were not found to be associated with searching for health- or medical-related information. CONCLUSIONS The internet appears to be a viable platform to engage with stroke survivors who may not be high-morbidity to conduct research and provide information and health interventions. This is important given that they are at high risk of recurrent stroke regardless of their level of disability. Exploring the technology use behaviors and the possibility of eHealth among survivors who experience higher levels of morbidity or disability because of their stroke is an area of research that warrants further study.
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Affiliation(s)
- Brigid Clancy
- The University of Newcastle, Callaghan, Australia
- Hunter Medical Research Institute, New Lambton Heights, Australia
| | | | | | - Amanda L Baker
- The University of Newcastle, Callaghan, Australia
- Hunter Medical Research Institute, New Lambton Heights, Australia
| | - Alyna Turner
- The University of Newcastle, Callaghan, Australia
- Deakin University, Geelong, Australia
| | - Parker Magin
- The University of Newcastle, Callaghan, Australia
| | - Michael Pollack
- The University of Newcastle, Callaghan, Australia
- Hunter New England Local Health District, New Lambton Heights, Australia
| | - Robin Callister
- The University of Newcastle, Callaghan, Australia
- Hunter Medical Research Institute, New Lambton Heights, Australia
| | - Ashleigh Guillaumier
- The University of Newcastle, Callaghan, Australia
- Hunter Medical Research Institute, New Lambton Heights, Australia
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Zimmermann BM, Willem T, Bredthauer CJ, Buyx A. Ethical Issues in Social Media Recruitment for Clinical Studies: Ethical Analysis and Framework. J Med Internet Res 2022; 24:e31231. [PMID: 35503247 PMCID: PMC9115665 DOI: 10.2196/31231] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 11/11/2021] [Accepted: 12/02/2021] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Social media recruitment for clinical studies holds the promise of being a cost-effective way of attracting traditionally marginalized populations and promoting patient engagement with researchers and a particular study. However, using social media for recruiting clinical study participants also poses a range of ethical issues. OBJECTIVE This study aims to provide a comprehensive overview of the ethical benefits and risks to be considered for social media recruitment in clinical studies and develop practical recommendations on how to implement these considerations. METHODS On the basis of established principles of clinical ethics and research ethics, we reviewed the conceptual and empirical literature for ethical benefits and challenges related to social media recruitment. From these, we derived a conceptual framework to evaluate the eligibility of social media use for recruitment for a specific clinical study. RESULTS We identified three eligibility criteria for social media recruitment for clinical studies: information and consent, risks for target groups, and recruitment effectiveness. These criteria can be used to evaluate the implementation of a social media recruitment strategy at its planning stage. We have discussed the practical implications of these criteria for researchers. CONCLUSIONS The ethical challenges related to social media recruitment are context sensitive. Therefore, social media recruitment should be planned rigorously, taking into account the target group, the appropriateness of social media as a recruitment channel, and the resources available to execute the strategy.
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Affiliation(s)
- Bettina M Zimmermann
- Institute of History and Ethics in Medicine, School of Medicine, Technical University of Munich, Munich, Germany
- Institute for Biomedical Ethics, University of Basel, Basel, Switzerland
| | - Theresa Willem
- Institute of History and Ethics in Medicine, School of Medicine, Technical University of Munich, Munich, Germany
- Department of Science, Technology and Society, School of Social Sciences and Technology, Technical University of Munich, Munich, Germany
| | - Carl Justus Bredthauer
- Institute of History and Ethics in Medicine, School of Medicine, Technical University of Munich, Munich, Germany
| | - Alena Buyx
- Institute of History and Ethics in Medicine, School of Medicine, Technical University of Munich, Munich, Germany
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Coffey T, Duncan EM, Morgan H, Lawrie L, Gillies K. Behavioural approaches to recruitment and retention in clinical trials: a systematic mapping review. BMJ Open 2022; 12:e054854. [PMID: 35264354 PMCID: PMC8915327 DOI: 10.1136/bmjopen-2021-054854] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVES To identify studies that applied behavioural approaches to issues of recruitment and/or retention to trials; to describe these approaches; and to identify gaps for future research. DESIGN Systematic mapping review of research undertaken in clinical trials within peer-reviewed sources. Review participants were individuals involved in clinical trials, including trial staff, participants, potential participants and former participants. DATA SOURCES MEDLINE, EMBASE, CINAHL, ERIC, PsycINFO, Web of Science and ASSIA from inception to 15 January 2020 with no date or language restrictions. ELIGIBILITY CRITERIA Studies within the context of clinical trials reporting the barriers/facilitators to recruitment and retention, or developing/evaluating solutions to said barriers/facilitators, using a behavioural approach. RESULTS 31 articles were included. Recruitment-focused studies (n=22, 71%) represented the majority. Studies tended to focus on participant behaviours (n=22, 71%). Underserved populations (n=11, 35%) were a notable subset of studies. Most studies (n=23, 74%) were exploratory but those that evaluated interventions (n=8, 26%) often did so within underserved populations (n=6). A majority of studies (n=30, 97%) did not specify their behaviours consistent with guidelines from behavioural scientists. The most used approaches were social cognitive theory (n=8, 26%), the theory of planned behaviour (n=6, 19%) and the theoretical domains framework (n=5, 16%). CONCLUSIONS A range of behavioural approaches have been applied to recruitment and retention to trials. The multitude of recruitment research here is consistent with trials research generally and emphasises the need for research into retention. Authors report target behaviours minimally, which is not conducive to replication. Further research should build on lessons here, such as clearly specifying behaviours. Increased methodological rigour and transparency will lead to robust evidence bases and less research waste in poor recruitment and retention. Overall, trials informed by behavioural approaches promises to be efficient and more participant focused.
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Affiliation(s)
- Taylor Coffey
- Health Services Research Unit, University of Aberdeen, Aberdeen, UK
| | - Eilidh M Duncan
- Health Services Research Unit, University of Aberdeen, Aberdeen, UK
| | - Heather Morgan
- Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, UK
| | - Louisa Lawrie
- Health Services Research Unit, University of Aberdeen, Aberdeen, UK
| | - Katie Gillies
- Health Services Research Unit, University of Aberdeen, Aberdeen, UK
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Harrington J, Gouda P, Ezekowitz J, Mentz RJ. Exploring the pragmatic-explanatory spectrum across cardiovascular clinical trials. Contemp Clin Trials 2021; 113:106646. [PMID: 34863929 DOI: 10.1016/j.cct.2021.106646] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 11/01/2021] [Accepted: 11/27/2021] [Indexed: 11/20/2022]
Abstract
Clinical trials are a cornerstone of modern medicine and form the backbone of evidence that is used to create evidence-based guidelines. Contemporary clinical trials have tended to be quite explanatory, assessing an intervention in ideal conditions with highlyprotocolized interventions, strict inclusion/exclusion criteria, high resource utilization and with frequent (and often specialized) follow-up. In conjunction with decreased event-rates due to the improvement of cardiovascular care, this has resulted in increasingly complex, large, clinical trials that are associated with exponentially increasing costs. This has led to a strong push for streamlined trials that more truly represent "real world" settings and conduct. Such pragmatic trials emphasize "real world" conduct, including broader inclusion criteria that lead to more typical and less carefully selected patient populations, and more realistic trial setting and execution elements. We explore the spectrum of pragmatism across cardiovascular clinical trials, highlighting novel innovations and trends over the past decade.
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Affiliation(s)
- Josephine Harrington
- Duke Clinic Research Institute, Durham, NC, United States; VIGOUR Centre, University of Alberta, Edmonton, Alberta, Canada
| | - Pishoy Gouda
- Duke Clinic Research Institute, Durham, NC, United States; VIGOUR Centre, University of Alberta, Edmonton, Alberta, Canada
| | - Justin Ezekowitz
- Duke Clinic Research Institute, Durham, NC, United States; VIGOUR Centre, University of Alberta, Edmonton, Alberta, Canada
| | - Robert J Mentz
- Duke Clinic Research Institute, Durham, NC, United States; VIGOUR Centre, University of Alberta, Edmonton, Alberta, Canada.
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Miller HN, Plante TB, Gleason KT, Charleston J, Mitchell CM, Miller ER, Appel LJ, Juraschek SP. A/B design testing of a clinical trial recruitment website: A pilot study to enhance the enrollment of older adults. Contemp Clin Trials 2021; 111:106598. [PMID: 34653651 PMCID: PMC8995844 DOI: 10.1016/j.cct.2021.106598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 09/22/2021] [Accepted: 09/23/2021] [Indexed: 11/22/2022]
Abstract
INTRODUCTION Online tools are increasingly utilized in clinical trial recruitment. A/B testing is an effective technology used in political campaigns and commercial marketing to improve contributions or sales. However, to our knowledge, A/B has not been described in the context of clinical trial recruitment. METHODS Two A/B testing experiments were implemented on the recruitment website of the Study To Understand Fall Reduction and Vitamin D in You (STURDY), a response-adaptive, two-stage, randomized controlled trial. Commercial A/B platforms randomized web-users to different versions of the trial's website landing page; Experiment 1 included two infographic versions and Experiment 2 included three video versions. We compared web-user engagement metrics between each version and the original landing page. We determined the effect of each version compared to the original landing page on the likelihood of a web-user to (1) request more information about the trial, (2) complete a screening visit, or (3) enroll in the trial. RESULTS A total of 2605 and 374 web-users visited the trial's website during Experiment 1 and 2, respectively. Response to the online interest form significantly differed by infographic version in Experiment 1. The number of individuals who engaged with website content and pages significantly differed by video in Experiment 2. CONCLUSION In a pilot study implementing A/B testing of a clinical trial recruitment website, different versions of the website led to differences in web-user engagement and interest in the trial. A/B testing tools offer a promising approach to test the effectiveness of clinical trial recruitment materials and to optimize recruitment campaigns. CLINICAL TRIAL REGISTRATION This trial is registered at ClinicalTrials.gov. The trial registration number is NCT02166333. The URL is: https://clinicaltrials.gov/ct2/show/NCT02166333 Trial Registration Number: NCT02166333 Trial Register: ClinicalTrials.gov.
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Affiliation(s)
- Hailey N Miller
- School of Nursing, Duke University, Durham, NC, USA; Institute for Clinical and Translational Research, Johns Hopkins University, Baltimore, MD, USA
| | - Timothy B Plante
- Department of Medicine, Larner College of Medicine at the University of Vermont, Colchester, VT, USA
| | - Kelly T Gleason
- Institute for Clinical and Translational Research, Johns Hopkins University, Baltimore, MD, USA; School of Nursing, Johns Hopkins University, Baltimore, MD, USA
| | - Jeanne Charleston
- Institute for Clinical and Translational Research, Johns Hopkins University, Baltimore, MD, USA; Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Christine M Mitchell
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University School of Medicine, Baltimore, MD, USA; Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Edgar R Miller
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Lawrence J Appel
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Stephen P Juraschek
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA.
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Acceptability and Preliminary Efficacy of a Web- and Telephone-Based Personalised Exercise Intervention for Individuals with Metastatic Prostate Cancer: The ExerciseGuide Pilot Randomised Controlled Trial. Cancers (Basel) 2021; 13:cancers13235925. [PMID: 34885036 PMCID: PMC8656540 DOI: 10.3390/cancers13235925] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2021] [Revised: 11/19/2021] [Accepted: 11/19/2021] [Indexed: 11/16/2022] Open
Abstract
Simple Summary Previous research supports the participation in supervised exercise among individuals with metastatic prostate cancer to help lessen the physical and psychological disease burden. However, many individuals experience considerable barriers to attending face-to-face exercise services. To overcome some of these limitations, digital interventions that can be delivered remotely have been proposed. Our pilot study investigated the acceptability, safety and preliminary efficacy of an 8-week computer-tailored web-based exercise intervention. We demonstrated that a web-based exercise program with telehealth support was acceptable and could be implemented safely. Participants in the intervention group increased their participation in moderate to vigorous physical activity compared to the control group. This study provides insight into the prospect of web-based exercise prescription for individuals with metastatic prostate cancer as an alternative for individuals who cannot access supervised exercise interventions. Abstract Preliminary research has shown the effectiveness of supervised exercise-based interventions in alleviating sequela resulting from metastatic prostate cancer. However, many individuals encounter barriers that limit the uptake of face-to-face exercise. Technology-enabled interventions offer a distance-based alternative. This pilot study aimed to explore the acceptability, safety and preliminary efficacy of a web-based exercise intervention (ExerciseGuide) in individuals with metastatic prostate cancer. Forty participants (70.2 ± 8.5 years) with metastatic prostate cancer were randomised into the 8-week intervention (N = 20) or a wait-list control (N = 20). The intervention arm had access to a computer-tailored website, personalised exercise prescription and remote supervision. ExerciseGuide was deemed acceptable with a score ≥20 on the client satisfaction questionnaire; however, the usability score was just below the pre-specified score of ≥68 on the software usability scale. There were no serious adverse events reported. Moderate-to-vigorous physical activity levels between baseline and follow-ups were significantly higher (10.0 min per day; 95% CI = (1.3–18.6); p = 0.01) in the intervention group compared to wait-list control. There were also greater improvements in step count (1332; 95% CI = (159–2505); p = 0.02) and identified motivation (0.4, 95% CI = (0.0, 0.7); p = 0.04). Our findings provide preliminary evidence that ExerciseGuide is acceptable, safe and efficacious among individuals with metastatic prostate cancer.
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Cho E, Gilmer MJ, Friedman DL, Hendricks-Ferguson VL, Hinds PS, Akard TF. Facebook Recruitment for Children with Advanced Cancer and Their Parents: Lessons from a Web-based Pediatric Palliative Intervention Study. PROGRESS IN PALLIATIVE CARE 2021; 29:264-271. [PMID: 34737490 DOI: 10.1080/09699260.2021.1898077] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Participant recruitment for pediatric palliative intervention studies is a chronic challenge for researchers. Digital recruitment strategies, or digital technology-assisted recruitment methods used to remotely reach and enroll research subjects, can help address these recruitment challenges for pediatric palliative care clinical trials. This study (a) describes Facebook recruitment procedures targeting children with cancer and their parents for a pediatric palliative intervention randomized clinical trial, (b) reports recruitment results, and (c) discusses successful strategies to recruit pediatric populations via Facebook advertisements. Researchers used Facebook advertisements to recruit children with advanced cancer (aged 7 to 17 years) for a web-based legacy intervention. Between years 2015 and 2018, our research team enrolled 150 child-parent dyads (N= 300) to participate in the web-based legacy program. Results suggest that Facebook advertisements can be a successful tool to access and recruit pediatric populations with life-threatening conditions. Further research is needed to determine how innovative social-media recruitment strategies could be used in other populations of patients with serious illnesses and their caregivers to further advance the science in palliative care.
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Affiliation(s)
- Eunji Cho
- School of Nursing, Vanderbilt University, Nashville, Tennessee, USA
| | - Mary Jo Gilmer
- School of Nursing, Vanderbilt University, Nashville, Tennessee, USA.,School of Medicine, Vanderbilt University, Nashville, Tennessee, USA
| | - Debra L Friedman
- Division of Hematology-Oncology, Vanderbilt University Medical Center and Vanderbilt-Ingram Cancer Center, Nashville, Tennessee, USA
| | | | - Pamela S Hinds
- Department of Nursing Science, Professional Practice & Quality, Children's National Health System, George Washington University, Washington, DC.,Department of Pediatrics, George Washington University, Washington, DC
| | - Terrah Foster Akard
- School of Nursing, Vanderbilt University, Nashville, Tennessee, USA.,School of Medicine, Vanderbilt University, Nashville, Tennessee, USA
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Werutsky G, Barrios CH, Cardona AF, Albergaria A, Valencia A, Ferreira CG, Rolfo C, de Azambuja E, Rabinovich GA, Sposetti G, Arrieta O, Dienstmann R, Rebelatto TF, Denninghoff V, Aran V, Cazap E. Perspectives on emerging technologies, personalised medicine, and clinical research for cancer control in Latin America and the Caribbean. Lancet Oncol 2021; 22:e488-e500. [PMID: 34735818 DOI: 10.1016/s1470-2045(21)00523-4] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 08/17/2021] [Accepted: 08/20/2021] [Indexed: 12/23/2022]
Abstract
Challenges of health systems in Latin America and the Caribbean include accessibility, inequity, segmentation, and poverty. These challenges are similar in different countries of the region and transcend national borders. The increasing digital transformation of health care holds promise of more precise interventions, improved health outcomes, increased efficiency, and ultimately reduced health-care costs. In Latin America and the Caribbean, the adoption of digital health tools is in early stages and the quality of cancer registries, electronic health records, and structured databases are problematic. Cancer research and innovation in the region are limited due to inadequate academic resources and translational research is almost fully dependent on public funding. Regulatory complexity and extended timelines jeopardise the potential improvement in participation in international studies. Emerging technologies, artificial intelligence, big data, and cancer research represent an opportunity to address the health-care challenges in Latin America and the Caribbean collectively, by optimising national capacities, sharing and comparing best practices, and transferring scientific and technical capabilities.
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Affiliation(s)
- Gustavo Werutsky
- Latin American Cooperative Oncology Group, Porto Alegre, Brazil.
| | - Carlos H Barrios
- Latin American Cooperative Oncology Group, Porto Alegre, Brazil; Oncology Department, Rio de Janeiro, Brazil
| | - Andres F Cardona
- Thoracic and Brain Tumor Unit, Clinical and Translational Oncology Group, Clínica del Country, Bogotá, Colombia; Foundation for Clinical and Applied Cancer Research (FICMAC), Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | - André Albergaria
- Translational Research & Industry Partnerships Unit, Instituto de Inovação em Saúde (i3S), Porto, Portugal
| | - Alfonso Valencia
- Institución Catalana de Investigación y Estudios Avanzados (ICREA) and Barcelona Supercomputing Center, Barcelona, Spain
| | | | - Christian Rolfo
- Center for Thoracic Oncology, The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York City, NY, USA
| | - Evandro de Azambuja
- Medical Oncology Department, Institut Jules Bordet and l'Université Libre de Bruxelles, Brussels, Belgium
| | - Gabriel A Rabinovich
- Laboratory of Immunopathology, Institute of Biology and Experimental Medicine, and School of Exact and Natural Sciences, University of Buenos Aires, Buenos Aires, Argentina
| | - Georgina Sposetti
- Instituto de Investigaciones Clinicas Mar del Plata, Buenos Aires, Argentina; Un Ensayo para Mi, Buenos Aires, Argentina
| | - Oscar Arrieta
- Department of Thoracic Oncology, Instituto Nacional de Cancerología (INCan), Mexico City, Mexico
| | - Rodrigo Dienstmann
- Oncoclínicas Precision Medicine and Big Data Initiative, Rio de Janeiro, Brazil
| | | | - Valeria Denninghoff
- University of Buenos Aires - National Council for Scientific and Technical Research (CONICET), Buenos Aires, Argentina
| | - Veronica Aran
- Instituto Estadual do Cérebro Paulo Niemeyer, Rio de Janeiro, Brazil
| | - Eduardo Cazap
- Latin American and Caribbean Society of Medical Oncology (SLACOM), Buenos Aires, Argentina
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Jalkanen K, Järvenpää R, Tilles-Tirkkonen T, Martikainen J, Aarnio E, Männikkö R, Rantala E, Karhunen L, Kolehmainen M, Harjumaa M, Poutanen K, Ermes M, Absetz P, Schwab U, Lakka T, Pihlajamäki J, Lindström J. Comparison of Communication Channels for Large-Scale Type 2 Diabetes Risk Screening and Intervention Recruitment: Empirical Study. JMIR Diabetes 2021; 6:e21356. [PMID: 34499036 PMCID: PMC8461532 DOI: 10.2196/21356] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 11/26/2020] [Accepted: 07/13/2021] [Indexed: 01/19/2023] Open
Abstract
Background Clinical trials have shown that type 2 diabetes (T2D) is preventable through lifestyle interventions targeting high-risk people. Nevertheless, large-scale implementation of risk identification followed by preventive interventions has proven to be challenging. Specifically, recruitment of participants into preventive interventions is an important but often overlooked part of the intervention. Objective This study aims to compare the reach and yield of different communication channels to engage people at increased risk of T2D to fill in a digital screening questionnaire, with emphasis on reaching those at most risk. The participants expressing their willingness to participate is the final step in the risk screening test, and we aim to determine which channels had the most participants reach this step. Methods We established a stepwise web-based T2D risk screening tool with automated feedback according to the T2D risk level and, for those who were eligible, an invitation to participate in the StopDia prevention intervention study conducted in a primary health care setting. The risk estimate was based on the Finnish Diabetes Risk Score; history of repeatedly measured high blood glucose concentration; or, among women, previous gestational diabetes. We used several channels to invite people to the StopDia web-based screening tool, and respondents were classified into 11 categories based on the channel through which they reported having learned about StopDia. The demographics of respondents reached via different communication channels were compared using variance analysis. Logistic regression was used to study the respondents’ likelihood of progressing through risk screening steps. Results A total of 33,399 persons started filling the StopDia screening tool. Of these, 86.13% (28,768/33,399) completed the test and named at least one communication channel as the source of information about StopDia. Altogether, 26,167 persons filled in sufficient information to obtain risk estimates. Of them, 53.22% (13,925/26,167) were at increased risk, 30.06% (7866/26,167) were men, and 39.77% (10,136/25,485) had low or middle education levels. Most frequently mentioned channels were workplace (n=6817), social media or the internet (n=6712), and newspapers (n=4784). The proportion of individuals at increased risk was highest among those reached via community pharmacies (415/608, 68.3%) and health care (1631/2535, 64.33%). The communication channel reaching the largest percentage of interested and eligible men (1353/3979, 34%) was relatives or friends. Health care (578/1069, 54.07%) and radio or television (225/487, 46.2%) accounted for the largest proportion of people with lower education. Conclusions Communication channels reaching a large number of people, such as social media and newspapers, were the most effective channels for identifying at-risk people. Personalized approaches increased the engagement of men and less-educated people. Community pharmacies and health care services reached people with a particularly high T2D risk. Thus, communication and recruitment channels should be selected and modified based on the intended target group. International Registered Report Identifier (IRRID) RR2-10.1186/s12889-019-6574-y
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Affiliation(s)
- Kari Jalkanen
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
| | - Riia Järvenpää
- Department of Public Health Solutions, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Tanja Tilles-Tirkkonen
- School of Medicine, Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
| | - Janne Martikainen
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
| | - Emma Aarnio
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
| | - Reija Männikkö
- School of Medicine, Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland.,Department of Medicine, Endocrinology and Clinical Nutrition, Kuopio University Hospital, Kuopio, Finland
| | - Eeva Rantala
- Department of Public Health Solutions, Finnish Institute for Health and Welfare, Helsinki, Finland.,VTT Technical Research Centre of Finland Ltd, Espoo, Finland
| | - Leila Karhunen
- Department of Medicine, Endocrinology and Clinical Nutrition, Kuopio University Hospital, Kuopio, Finland
| | - Marjukka Kolehmainen
- School of Medicine, Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
| | - Marja Harjumaa
- VTT Technical Research Centre of Finland Ltd, Espoo, Finland
| | - Kaisa Poutanen
- VTT Technical Research Centre of Finland Ltd, Espoo, Finland
| | - Miikka Ermes
- VTT Technical Research Centre of Finland Ltd, Espoo, Finland
| | - Pilvikki Absetz
- School of Medicine, Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
| | - Ursula Schwab
- School of Medicine, Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland.,Department of Medicine, Endocrinology and Clinical Nutrition, Kuopio University Hospital, Kuopio, Finland
| | - Timo Lakka
- School of Medicine, Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland.,Clinical Nutrition and Obesity Center, Kuopio University Hospital, Kuopio, Finland
| | - Jussi Pihlajamäki
- School of Medicine, Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland.,Clinical Nutrition and Obesity Center, Kuopio University Hospital, Kuopio, Finland
| | - Jaana Lindström
- Department of Public Health Solutions, Finnish Institute for Health and Welfare, Helsinki, Finland
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Micaux C, Wiklander M, Eriksson LE, Wettergren L, Lampic C. Efficacy of Fex-Can Fertility, a web-based psychoeducational intervention for young adults with fertility-related distress following cancer: a randomized controlled trial. (Preprint). JMIR Cancer 2021; 8:e33239. [PMID: 35348459 PMCID: PMC9006131 DOI: 10.2196/33239] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2021] [Revised: 12/18/2021] [Accepted: 02/07/2022] [Indexed: 01/02/2023] Open
Affiliation(s)
- Claire Micaux
- Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden
- Department of Neurobiology, Care Sciences and Society, Karolinska institutet, Stockholm, Sweden
| | - Maria Wiklander
- Department of Neurobiology, Care Sciences and Society, Karolinska institutet, Stockholm, Sweden
| | - Lars E Eriksson
- Department of Neurobiology, Care Sciences and Society, Karolinska institutet, Stockholm, Sweden
- Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, Stockholm, Sweden
- Medical Unit Infectious Diseases, Karolinska University Hospital, Huddinge, Sweden
- School of Health Sciences, City, University of London, London, United Kingdom
| | - Lena Wettergren
- Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden
- Department of Public Health and Caring Sciences, Uppsala University, Uppsala, Sweden
| | - Claudia Lampic
- Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden
- Department of Public Health and Caring Sciences, Uppsala University, Uppsala, Sweden
- Department of Psychology, Umeå University, Umeå, Sweden
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40
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Cho L, Vest AR, O'Donoghue ML, Ogunniyi MO, Sarma AA, Denby KJ, Lau ES, Poole JE, Lindley KJ, Mehran R. Increasing Participation of Women in Cardiovascular Trials: JACC Council Perspectives. J Am Coll Cardiol 2021; 78:737-751. [PMID: 34384555 DOI: 10.1016/j.jacc.2021.06.022] [Citation(s) in RCA: 76] [Impact Index Per Article: 25.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 05/20/2021] [Accepted: 06/14/2021] [Indexed: 10/20/2022]
Abstract
Although some progress has been made in the last 3 decades to increase the number of women in clinical cardiology trials, review of recent cardiovascular literature demonstrates that women and underrepresented minority women are still underrepresented in most clinical cardiology trials. This is especially notable in trials of patients with coronary artery disease, heart failure with reduced ejection fraction, and arrhythmia studies, especially those involving devices and procedures. Despite the call from National Institutes of Health, Food and Drug Administration, Institute of Medicine, and various professional societies, the gap remains. This paper seeks to identify the barriers for low enrollment and retention from patient, clinician, research team, study design, and system perspectives, and offers recommendations to improve recruitment and retention in the current era.
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Affiliation(s)
- Leslie Cho
- Cleveland Clinic Heart, Vascular, Thoracic Institute, Cleveland, Ohio, USA.
| | | | | | | | - Amy A Sarma
- Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Kara J Denby
- Cleveland Clinic Heart, Vascular, Thoracic Institute, Cleveland, Ohio, USA
| | - Emily S Lau
- Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Jeanne E Poole
- University of Washington Medical Center, Seattle, Washington, USA
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Kasson E, Vázquez MM, Doroshenko C, Fitzsimmons-Craft EE, Wilfley DE, Taylor CB, Cavazos-Rehg PA. Exploring Social Media Recruitment Strategies and Preliminary Acceptability of an mHealth Tool for Teens with Eating Disorders. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:7979. [PMID: 34360270 PMCID: PMC8345665 DOI: 10.3390/ijerph18157979] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 07/24/2021] [Accepted: 07/25/2021] [Indexed: 11/30/2022]
Abstract
(1) Background: The current study leveraged social media to connect with teens with EDs to identify population specific characteristics and to gather feedback on an mHealth intervention. (2) Methods: We recruited teens with EDs from social media in two phases: (1) Discovery Group, (2) Testing Group. The Discovery Group (n = 14) participants were recruited from Facebook/Instagram and were asked to review the app for up to one week and provide qualitative feedback. After incorporating feedback from the Discovery Group, we refined our social media outreach methods to connect with 30 teens with EDs to pilot this mobile app. Recruitment from a variety of platforms on social media was successful, with the majority of enrolled participants in the Testing Group coming from Snapchat (60%) and a large percentage of participants belonging to gender and sexual minority groups (63%). (3) Results: Participants from both groups experienced extremely high rates of depression (100% Discovery, 90% Testing) and/or anxiety symptoms (100% Discovery, 93% Testing) in addition to ED symptoms, and noted this as a possible barrier to app engagement. (4) Conclusion: Use of social media for recruitment of teens with EDs is feasible and may connect with groups who may be more difficult to reach using traditional recruitment methods. Among the Discovery Group there was high acceptability of and interest in an app to support ED recovery, and characteristics of both groups demonstrated need for support in other mental health domains. Future studies should evaluate the preliminary efficacy of such tools among teens to determine the effects of such interventions on ED symptoms and other mental health outcomes.
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Affiliation(s)
- Erin Kasson
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, USA; (E.K.); (M.M.V.); (C.D.); (E.E.F.-C.)
| | - Melissa M. Vázquez
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, USA; (E.K.); (M.M.V.); (C.D.); (E.E.F.-C.)
| | - Christine Doroshenko
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, USA; (E.K.); (M.M.V.); (C.D.); (E.E.F.-C.)
| | - Ellen E. Fitzsimmons-Craft
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, USA; (E.K.); (M.M.V.); (C.D.); (E.E.F.-C.)
| | - Denise E. Wilfley
- Department of Psychology, Washington University in St. Louis, St. Louis, MO 63110, USA;
| | - C. Barr Taylor
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA 94305, USA;
- Center for m2Health, Palo Alto University, Palo Alto, CA 94304, USA
| | - Patricia A. Cavazos-Rehg
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110, USA; (E.K.); (M.M.V.); (C.D.); (E.E.F.-C.)
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Callahan A, Polony V, Posada JD, Banda JM, Gombar S, Shah NH. ACE: the Advanced Cohort Engine for searching longitudinal patient records. J Am Med Inform Assoc 2021; 28:1468-1479. [PMID: 33712854 PMCID: PMC8279796 DOI: 10.1093/jamia/ocab027] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Accepted: 02/23/2021] [Indexed: 01/02/2023] Open
Abstract
OBJECTIVE To propose a paradigm for a scalable time-aware clinical data search, and to describe the design, implementation and use of a search engine realizing this paradigm. MATERIALS AND METHODS The Advanced Cohort Engine (ACE) uses a temporal query language and in-memory datastore of patient objects to provide a fast, scalable, and expressive time-aware search. ACE accepts data in the Observational Medicine Outcomes Partnership Common Data Model, and is configurable to balance performance with compute cost. ACE's temporal query language supports automatic query expansion using clinical knowledge graphs. The ACE API can be used with R, Python, Java, HTTP, and a Web UI. RESULTS ACE offers an expressive query language for complex temporal search across many clinical data types with multiple output options. ACE enables electronic phenotyping and cohort-building with subsecond response times in searching the data of millions of patients for a variety of use cases. DISCUSSION ACE enables fast, time-aware search using a patient object-centric datastore, thereby overcoming many technical and design shortcomings of relational algebra-based querying. Integrating electronic phenotype development with cohort-building enables a variety of high-value uses for a learning health system. Tradeoffs include the need to learn a new query language and the technical setup burden. CONCLUSION ACE is a tool that combines a unique query language for time-aware search of longitudinal patient records with a patient object datastore for rapid electronic phenotyping, cohort extraction, and exploratory data analyses.
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Affiliation(s)
- Alison Callahan
- Center for Biomedical Informatics Research, School of Medicine, School of Medicine, Stanford University, Stanford, California, USA
| | - Vladimir Polony
- Center for Biomedical Informatics Research, School of Medicine, School of Medicine, Stanford University, Stanford, California, USA
| | - José D Posada
- Center for Biomedical Informatics Research, School of Medicine, School of Medicine, Stanford University, Stanford, California, USA
| | - Juan M Banda
- Department of Computer Science, Georgia State University, Atlanta, Georgia, USA
| | - Saurabh Gombar
- Department of Pathology, School of Medicine, Stanford University, Stanford, California, USA
| | - Nigam H Shah
- Center for Biomedical Informatics Research, School of Medicine, School of Medicine, Stanford University, Stanford, California, USA
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Iersel TV, Courville J, Doorne CV, Koster RA, Fawcett C. The Patient Motivation Pyramid and Patient-Centricity in Early Clinical Development. Curr Rev Clin Exp Pharmacol 2021; 17:8-17. [DOI: 10.2174/1574884716666210427115820] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2020] [Revised: 01/15/2021] [Accepted: 01/19/2021] [Indexed: 11/22/2022]
Abstract
Background:
It is increasingly recognized that patients should be involved in the design of clinical trials. However, there is a lack in agreement of what patient-centricity means.
Methods:
In this article a Patient Motivation Pyramid based on Maslow’s theory of human motivation is introduced as a tool to identify patient needs. This pyramid is used to make a comprehensive overview of options to implement patient-centric trial design. The Pyramid with the described options can help to identify patient-centric activities suitable for a given drug development. The current article further describes potential benefits of patient-centric trial designs with an emphasis on early clinical development. Especially in early clinical development during which trials have many assessments per patient, and the safety and clinical efficacy are uncertain, patient-centric trial design can improve feasibility. Finally, we present three case examples on patient-centric trial design. The first example is seeking patient input on the trial design for a First-in-Human trial which includes patients with Immune Thrombocytopenic Purpura. The second example is the use of a video link for home dosing. The final example is the use of digital medicine in a trial in heart failure patients.
Results:
A comprehensive overview of patients’ needs can be accomplished by building a Patient Motivation Pyramid as a tool. Patient input can lead to improved endpoints, improved feasibility, better recruitment, less dropout, less protocol amendments, and higher patient satisfaction. The use of digital medicine can lead to a trial design with much less visits to the clinical research center in early clinical development, and in a later development phase even to a complete virtual trial.
Conclusion:
We recommend using the Patient Motivation Pyramid as structural approach for identifying elements of patient-centricity. Secondly we recommend to start using patient-centric approaches in an early phase of the medicine’s lifecycle.
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Affiliation(s)
- Thijs van Iersel
- PRA Health Sciences, Scientific Affairs-Clinical Pharmacology, Groningen, Netherlands
| | - Jocelyn Courville
- PRA Health Sciences, Scientific Affairs-Clinical Pharmacology, Blue Bell, PA, United States
| | - Cathalijne van Doorne
- Patient representative PRAC EMA, Vice President of the European Federation of Neurological Associations, Belgium
| | - Remco A. Koster
- PRA Health Sciences, Bioanalytical Laboratory; Assen, Netherlands
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Recruiting and retaining young adults: what can we learn from behavioural interventions targeting nutrition, physical activity and/or obesity? A systematic review of the literature. Public Health Nutr 2021; 24:5686-5703. [PMID: 33722332 DOI: 10.1017/s1368980021001129] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To describe strategies used to recruit and retain young adults in nutrition, physical activity and/or obesity intervention studies, and quantify the success and efficiency of these strategies. DESIGN A systematic review was conducted. The search included six electronic databases to identify randomised controlled trials (RCT) published up to 6 December 2019 that evaluated nutrition, physical activity and/or obesity interventions in young adults (17-35 years). Recruitment was considered successful if the pre-determined sample size goal was met. Retention was considered acceptable if ≥80 % retained for ≤6-month follow-up or ≥70 % for >6-month follow-up. RESULTS From 21 582 manuscripts identified, 107 RCT were included. Universities were the most common recruitment setting used in eighty-four studies (79 %). Less than half (46 %) of the studies provided sufficient information to evaluate whether individual recruitment strategies met sample size goals, with 77 % successfully achieving recruitment targets. Reporting for retention was slightly better with 69 % of studies providing sufficient information to determine whether individual retention strategies achieved adequate retention rates. Of these, 65 % had adequate retention. CONCLUSIONS This review highlights poor reporting of recruitment and retention information across trials. Findings may not be applicable outside a university setting. Guidance on how to improve reporting practices to optimise recruitment and retention strategies within young adults could assist researchers in improving outcomes.
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Faro JM, Nagawa CS, Orvek EA, Smith BM, Blok AC, Houston TK, Kamberi A, Allison JJ, Person SD, Sadasivam RS. Comparing recruitment strategies for a digital smoking cessation intervention: Technology-assisted peer recruitment, social media, ResearchMatch, and smokefree.gov. Contemp Clin Trials 2021; 103:106314. [PMID: 33571687 DOI: 10.1016/j.cct.2021.106314] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Revised: 01/29/2021] [Accepted: 02/01/2021] [Indexed: 01/08/2023]
Abstract
BACKGROUND Choosing the right recruitment strategy has implications for the successful conduct of a trial. Our objective was to compare a novel peer recruitment strategy to four other recruitment strategies for a large randomized trial testing a digital tobacco intervention. METHODS We compared enrollment rates, demographic and baseline smoking characteristics, and odds of completing the 6-month study by recruitment strategy. Cost of recruitment strategies per retained participant was calculated using staff personnel time and advertisement costs. FINDINGS We enrolled 1487 participants between August 2017 and March 2019 from: Peer recruitment n = 273 (18.4%), Facebook Ads n = 505 (34%), Google Ads = 200 (13.4%), ResearchMatch n = 356 (23.9%) and Smokefree.govn = 153 (10.3%). Mean enrollment rate per active recruitment month: 1) Peer recruitment, n = 13.9, 2) Facebook ads, n = 25.3, 3) Google ads, n = 10.51, 4) Research Match, n = 59.3, and 5) Smokefree.gov, n = 13.9. Peer recruitment recruited the greatest number of males (n = 110, 40.3%), young adults (n = 41, 14.7%), participants with a high school degree or less (n = 24, 12.5%) and smokers within one's social network. Compared to peer recruitment (retention rate = 57%), participants from Facebook were less likely (OR 0.46, p < 0.01, retention rate = 40%), and those from ResearchMatch were more likely to complete the study (OR 1.90, p < 0.01, retention rate = 70%). Peer recruitment was moderate in cost per retained participant ($47.18) and substantially less costly than Facebook ($173.60). CONCLUSIONS Though peer recruitment had lower enrollment than other strategies, it may provide greater access to harder to reach populations and possibly others who smoke within one's social network while being moderately cost-effective. ClinicalTrials.gov: NCT03224520.
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Affiliation(s)
- Jamie M Faro
- Division of Health Informatics and Implementation Science, Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, United States.
| | - Catherine S Nagawa
- Division of Health Informatics and Implementation Science, Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, United States
| | - Elizabeth A Orvek
- Division of Health Informatics and Implementation Science, Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, United States
| | - Bridget M Smith
- Center of Innovation for Complex Chronic Healthcare (CINCCH), Spinal Cord Injury Quality Enhancement Research Initiative (QUERI), Hines VAMC, Chicago, IL, United States; Department of Pediatrics and Center for Community Health, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Amanda C Blok
- Department of Systems, Populations and Leadership, University of Michigan School of Nursing, Ann Arbor, MI, United States
| | - Thomas K Houston
- Wake Forest University School of Medicine, Medical Center Boulevard, Winston-Salem, NC, United States
| | - Ariana Kamberi
- Division of Health Informatics and Implementation Science, Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, United States
| | - Jeroan J Allison
- Division of Health Informatics and Implementation Science, Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, United States
| | - Sharina D Person
- Division of Biostatistics and Health Services Research, Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, United States
| | - Rajani S Sadasivam
- Division of Health Informatics and Implementation Science, Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, United States
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Rosa C, Marsch LA, Winstanley EL, Brunner M, Campbell ANC. Using digital technologies in clinical trials: Current and future applications. Contemp Clin Trials 2020; 100:106219. [PMID: 33212293 DOI: 10.1016/j.cct.2020.106219] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Revised: 10/05/2020] [Accepted: 11/10/2020] [Indexed: 12/20/2022]
Abstract
In 2015, we provided an overview of the use of digital technologies in clinical trials, both as a methodological tool and as a mechanism to deliver interventions. At that time, there was limited guidance and limited use of digital technologies in clinical research. However, since then smartphones have become ubiquitous and digital health technologies have exploded. This paper provides an update to our earlier publication and an overview of how technology has been used in the past five years in clinical trials, providing examples with varying levels of technological integration and across different health conditions. Digital technology integration ranges from the incorporation of artificial intelligence in diagnostic devices to the use of real-world data (e.g., electronic health records) for study recruitment. Clinical trials can now be conducted entirely virtually, eliminating the need for in-person interaction. Much of the published research demonstrates how digital approaches can improve the design and implementation of clinical trials. While challenges remain, progress over the last five years is encouraging, and barriers can be overcome with careful planning.
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Affiliation(s)
- Carmen Rosa
- National Institutes of Health, National Institute on Drug Abuse, Bethesda, MD, USA.
| | - Lisa A Marsch
- Center for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, USA.
| | - Erin L Winstanley
- West Virginia University, School of Medicine and Rockefeller Neuroscience Institute, Department of Behavioral Medicine and Psychiatry, Morgantown, West Virginia, USA; West Virginia University, School of Medicine, Department of Neuroscience Morgantown, West Virginia, USA.
| | - Meg Brunner
- Alcohol and Drug Abuse Institute, University of Washington, Seattle, WA, USA.
| | - Aimee N C Campbell
- New York State Psychiatric Institute, Department of Psychiatry, Columbia University Irving Medical Center, New York State Psychiatric Institute, New York, NY, USA.
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Huebner H, Kurbacher CM, Kuesters G, Hartkopf AD, Lux MP, Huober J, Volz B, Taran FA, Overkamp F, Tesch H, Häberle L, Lüftner D, Wallwiener M, Müller V, Beckmann MW, Belleville E, Ruebner M, Untch M, Fasching PA, Janni W, Fehm TN, Kolberg HC, Wallwiener D, Brucker SY, Schneeweiss A, Ettl J. Heregulin (HRG) assessment for clinical trial eligibility testing in a molecular registry (PRAEGNANT) in Germany. BMC Cancer 2020; 20:1091. [PMID: 33176725 PMCID: PMC7656772 DOI: 10.1186/s12885-020-07546-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Accepted: 10/20/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Eligibility criteria are a critical part of clinical trials, as they define the patient population under investigation. Besides certain patient characteristics, clinical trials often include biomarker testing for eligibility. However, patient-identification mostly relies on the trial site itself and is often a time-consuming procedure, which could result in missing out on potentially eligible patients. Pre-selection of those patients using a registry could facilitate the process of eligibility testing and increase the number of identified patients. One aim with the PRAEGNANT registry (NCT02338167) is to identify patients for therapies based on clinical and molecular data. Here, we report eligibility testing for the SHERBOC trial using the German PRAEGNANT registry. METHODS Heregulin (HRG) has been reported to identify patients with better responses to therapy with the anti-HER3 monoclonal antibody seribantumab (MM-121). The SHERBOC trial investigated adding seribantumab (MM-121) to standard therapy in patients with advanced HER2-negative, hormone receptor-positive (HR-positive) breast cancer and HRG overexpression. The PRAEGNANT registry was used for identification and tumor testing, helping to link potential HRG positive patients to the trial. Patients enrolled in PRAEGNANT have invasive and metastatic or locally advanced, inoperable breast cancer. Patients eligible for SHERBOC were identified by using the registry. Study aims were to describe the HRG positivity rate, screening procedures, and patient characteristics associated with inclusion and exclusion criteria. RESULTS Among 2769 unselected advanced breast cancer patients, 650 were HER2-negative, HR-positive and currently receiving first- or second-line treatment, thus potentially eligible for SHERBOC at the end of current treatment; 125 patients also met further clinical eligibility criteria (e.g. menopausal status, ECOG). In the first/second treatment lines, patients selected for SHERBOC based on further eligibility criteria had a more favorable prognosis than those not selected. HRG status was tested in 38 patients, 14 of whom (36.8%) proved to be HRG-positive. CONCLUSION Using a real-world breast cancer registry allowed identification of potentially eligible patients for SHERBOC focusing on patients with HER3 overexpressing, HR-positive, HER2-negative metastatic breast cancer. This approach may provide insights into differences between patients eligible or non-eligible for clinical trials. TRIAL REGISTRATION Clinicaltrials, NCT02338167 , Registered 14 January 2015 - retrospectively registered.
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Affiliation(s)
- Hanna Huebner
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen-EMN, Erlangen University Hospital, Friedrich-Alexander University Erlangen-Nuremberg, Universitaetsstrasse 21-23, Erlangen, 91054, Germany
| | - Christian M Kurbacher
- Gynecology I (Gynecologic Oncology), Gynecologic Center Bonn-Friedensplatz, Bonn, Germany
| | | | - Andreas D Hartkopf
- Department of Obstetrics and Gynecology, University of Tübingen, Tübingen, Germany
| | - Michael P Lux
- Klinik für Gynäkologie und Geburtshilfe Frauenklinik St. Louise, Paderborn, St. Josefs-Krankenhaus, Salzkotten, Kooperatives Brustzentrum, Paderborn, Germany
| | - Jens Huober
- Department of Gynecology and Obstetrics, Ulm University Hospital, Ulm, Germany
| | - Bernhard Volz
- Ansbach University of Applied Sciences, Ansbach, Germany
| | | | | | - Hans Tesch
- Oncology Practice at Bethanien Hospital Frankfurt, Frankfurt, Germany
| | - Lothar Häberle
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen-EMN, Erlangen University Hospital, Friedrich-Alexander University Erlangen-Nuremberg, Universitaetsstrasse 21-23, Erlangen, 91054, Germany.,Biostatistics Unit, Department of Gynecology and Obstetrics, University Hospital Erlangen, Erlangen, Germany
| | - Diana Lüftner
- Berlin, Campus Benjamin Franklin, Department of Hematology, Oncology and Tumor Immunology, Charité University Hospital, Berlin, Germany
| | - Markus Wallwiener
- Department of Obstetrics and Gynecology, University of Heidelberg, Heidelberg, Germany
| | - Volkmar Müller
- Department of Gynecology, Hamburg-Eppendorf University Medical Center, Hamburg, Germany
| | - Matthias W Beckmann
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen-EMN, Erlangen University Hospital, Friedrich-Alexander University Erlangen-Nuremberg, Universitaetsstrasse 21-23, Erlangen, 91054, Germany
| | | | - Matthias Ruebner
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen-EMN, Erlangen University Hospital, Friedrich-Alexander University Erlangen-Nuremberg, Universitaetsstrasse 21-23, Erlangen, 91054, Germany
| | - Michael Untch
- Department of Gynecology and Obstetrics, Helios Clinics Berlin Buch, Berlin, Germany
| | - Peter A Fasching
- Department of Gynecology and Obstetrics, Comprehensive Cancer Center Erlangen-EMN, Erlangen University Hospital, Friedrich-Alexander University Erlangen-Nuremberg, Universitaetsstrasse 21-23, Erlangen, 91054, Germany.
| | - Wolfgang Janni
- Department of Gynecology and Obstetrics, Ulm University Hospital, Ulm, Germany
| | - Tanja N Fehm
- Department of Gynecology and Obstetrics, University Hospital Düsseldorf, Düsseldorf, Germany
| | | | - Diethelm Wallwiener
- Department of Obstetrics and Gynecology, University of Tübingen, Tübingen, Germany
| | - Sara Y Brucker
- Department of Obstetrics and Gynecology, University of Tübingen, Tübingen, Germany
| | - Andreas Schneeweiss
- National Center for Tumor Diseases and Department of Gynecology and Obstetrics, Heidelberg University Hospital, Heidelberg, Germany
| | - Johannes Ettl
- Department of Obstetrics and Gynecology, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
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Cuello-Garcia C, Pérez-Gaxiola G, van Amelsvoort L. Social media can have an impact on how we manage and investigate the COVID-19 pandemic. J Clin Epidemiol 2020. [PMID: 32603686 PMCID: PMC7320665 DOI: 10.1016/j.jclinepi.2020.06.028 10.1016/j.jclinepi.2020.06.028] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
• In situations of emergencies and urgencies, such as the COVID-19 pandemic, many are disseminating information through social media channels; this has an impact on billions of persons worldwide. • Misinformation about the current pandemic occurs frequently in these platforms and can have serious consequences. • When properly used, social media can be a useful tool that provides opportunities to disseminate and receive relevant information for patients, clinicians, and scientists. • Better research methods and proper use of these platforms by health scientists and the public are warranted to address social media's role in health policy and individual decisions. A multidisciplinary approach with better outreach and dissemination is optimal.
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Affiliation(s)
- Carlos Cuello-Garcia
- World Health Organization Collaborating Center for Infectious Diseases, Research Methods and Recommendations, Michael G. DeGroote Cochrane Canada & McMaster GRADE Centres, Hamilton, Ontario, Canada,Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada,Corresponding author. Michael G. DeGroote Cochrane Canada & GRADE Centres, Department of Health Research Methods, Evidence and Impact, McMaster University, Health Sciences Centre, 1280 Main Street, West Hamilton, Ontario L8S 4K1, Canada. Tel./fax: +1 905 525 9140x24931
| | - Giordano Pérez-Gaxiola
- Department of Evidence Based Medicine, Hospital Pediátrico de Sinaloa, Cochrane Mexico, Culiacan, Sinaloa, Mexico
| | - Ludo van Amelsvoort
- Department of Epidemiology, CAPRHI Care and Public Health Research Institute, Maastricht University, Maastricht, the Netherlands
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Darmawan I, Bakker C, Brockman TA, Patten CA, Eder M. The Role of Social Media in Enhancing Clinical Trial Recruitment: Scoping Review. J Med Internet Res 2020; 22:e22810. [PMID: 33104015 PMCID: PMC7652693 DOI: 10.2196/22810] [Citation(s) in RCA: 62] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 08/31/2020] [Accepted: 09/15/2020] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND Recruiting participants into clinical trials continues to be a challenge, which can result in study delay or termination. Recent studies have used social media to enhance recruitment outcomes. An assessment of the literature on the use of social media for this purpose is required. OBJECTIVE This study aims to answer the following questions: (1) How is the use of social media, in combination with traditional approaches to enhance clinical trial recruitment and enrollment, represented in the literature? and (2) Do the data on recruitment and enrollment outcomes presented in the literature allow for comparison across studies? METHODS We conducted a comprehensive literature search across 7 platforms to identify clinical trials that combined social media and traditional methods to recruit patients. Study and participant characteristics, recruitment methods, and recruitment outcomes were evaluated and compared. RESULTS We identified 2371 titles and abstracts through our systematic search. Of these, we assessed 95 full papers and determined that 33 studies met the inclusion criteria. A total of 17 studies reported enrollment outcomes, of which 9 achieved or exceeded their enrollment target. The proportion of participants enrolled from social media in these studies ranged from 0% to 49%. Across all 33 studies, the proportion of participants recruited and enrolled from social media varied greatly. A total of 9 studies reported higher enrollment rates from social media than any other methods, and 4 studies reported the lowest cost per enrolled participant from social media. CONCLUSIONS While the assessment of the use of social media to improve clinical trial participation is hindered by reporting inconsistencies, preliminary data suggest that social media can increase participation and reduce per-participant cost. The adoption of consistent standards for reporting recruitment and enrollment outcomes is required to advance our understanding and use of social media to support clinical trial success.
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Affiliation(s)
- Ida Darmawan
- Hubbard School of Journalism and Mass Communication, University of Minnesota, Minneapolis, MN, United States
| | - Caitlin Bakker
- Health Sciences Libraries, University of Minnesota, Minneapolis, MN, United States
| | - Tabetha A Brockman
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
- Center for Clinical and Translational Science, Mayo Clinic, Rochester, MN, United States
| | - Christi A Patten
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, United States
- Center for Clinical and Translational Science, Mayo Clinic, Rochester, MN, United States
| | - Milton Eder
- Department of Family Medicine & Community Health, University of Minnesota, Minneapolis, MN, United States
- Clinical and Translational Science Institute, University of Minnesota, Minneapolis, MN, United States
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Cuello-Garcia C, Pérez-Gaxiola G, van Amelsvoort L. Social media can have an impact on how we manage and investigate the COVID-19 pandemic. J Clin Epidemiol 2020; 127:198-201. [PMID: 32603686 PMCID: PMC7320665 DOI: 10.1016/j.jclinepi.2020.06.028] [Citation(s) in RCA: 78] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Revised: 06/21/2020] [Accepted: 06/24/2020] [Indexed: 11/27/2022]
Abstract
In situations of emergencies and urgencies, such as the COVID-19 pandemic, many are disseminating information through social media channels; this has an impact on billions of persons worldwide. Misinformation about the current pandemic occurs frequently in these platforms and can have serious consequences. When properly used, social media can be a useful tool that provides opportunities to disseminate and receive relevant information for patients, clinicians, and scientists. Better research methods and proper use of these platforms by health scientists and the public are warranted to address social media's role in health policy and individual decisions. A multidisciplinary approach with better outreach and dissemination is optimal.
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Affiliation(s)
- Carlos Cuello-Garcia
- World Health Organization Collaborating Center for Infectious Diseases, Research Methods and Recommendations, Michael G. DeGroote Cochrane Canada & McMaster GRADE Centres, Hamilton, Ontario, Canada; Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada.
| | - Giordano Pérez-Gaxiola
- Department of Evidence Based Medicine, Hospital Pediátrico de Sinaloa, Cochrane Mexico, Culiacan, Sinaloa, Mexico
| | - Ludo van Amelsvoort
- Department of Epidemiology, CAPRHI Care and Public Health Research Institute, Maastricht University, Maastricht, the Netherlands
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