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Long RD, Walker A, Pan SC, Miller JV, Rayner L, Vallely J, Rasic N. Baseline Factors Associated with Pain Intensity, Pain Catastrophizing, and Pain Interference in Intensive Interdisciplinary Pain Treatment for Youth. CHILDREN (BASEL, SWITZERLAND) 2023; 10:1229. [PMID: 37508726 PMCID: PMC10378082 DOI: 10.3390/children10071229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/27/2023] [Revised: 07/06/2023] [Accepted: 07/10/2023] [Indexed: 07/30/2023]
Abstract
Background: More could be known about baseline factors related to desirable Intensive Interdisciplinary Pain Treatment (IIPT) outcomes. This study examined how baseline characteristics (age, gender, child pain catastrophizing (PCS-C), pain interference, pain intensity, anxiety, depression, paediatric health-related quality of life (PedsQLTM), and parent catastrophizing (PCS-P)) were associated with discharge and 3-month follow-up scores of PCS-C, pain intensity, and pain interference. Methods: PCS-C, pain intensity, and pain interference T-scores were acquired in 45 IIPT patients aged 12-18 at intake (baseline), discharge, and 3-month follow-up. Using available and imputed data, linear mixed models were developed to explore associations between PCS-C, pain intensity, and pain interference aggregated scores at discharge and follow-up with baseline demographics and a priori selected baseline measures of pain, depression, anxiety, and PCS-C/P. Results: PCS-C and pain interference scores decreased over time compared to baseline. Pain intensity did not change significantly. Baseline PCS-C, pain interference, anxiety, depression, and PedsQLTM were associated with discharge/follow-up PCS-C (available and imputed data) and pain interference scores (available data). Only baseline pain intensity was significantly associated with itself at discharge/follow-up. Conclusions: Participants who completed the IIPT program presented with reduced PCS-C and pain interference over time. Interventions that target pre-treatment anxiety and depression may optimize IIPT outcomes.
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Affiliation(s)
- Rob D. Long
- Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada
| | - Andrew Walker
- Anesthesiology, Perioperative & Pain Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada
| | - Si Chen Pan
- Vi Riddell Children’s Pain & Rehabilitation Centre, Alberta Children’s Hospital, Calgary, AB T3B 6A8, Canada
| | - Jillian Vinall Miller
- Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada
- Anesthesiology, Perioperative & Pain Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada
- Vi Riddell Children’s Pain & Rehabilitation Centre, Alberta Children’s Hospital, Calgary, AB T3B 6A8, Canada
- Child Brain & Mental Health Program, Alberta Children’s Hospital Research Institute, Calgary, AB T2N 4N1, Canada
- Owerko Centre, Alberta Children’s Hospital Research Institute, Calgary, AB T2N 4N1, Canada
- Brain & Behaviour Team, Hotchkiss Brain Institute, Calgary, AB T2N 4N1, Canada
- Mathison Centre for Mental Health Research & Education, Hotchkiss Brain Institute, Calgary, AB T2N 4N1, Canada
- Department of Psychology, University of Calgary, Calgary, AB T2N 1N4, Canada
- O’Brien Institute for Public Health, University of Calgary, Calgary, AB T2N 4Z6, Canada
| | - Laura Rayner
- Anesthesiology, Perioperative & Pain Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada
- Vi Riddell Children’s Pain & Rehabilitation Centre, Alberta Children’s Hospital, Calgary, AB T3B 6A8, Canada
| | - Joanne Vallely
- Vi Riddell Children’s Pain & Rehabilitation Centre, Alberta Children’s Hospital, Calgary, AB T3B 6A8, Canada
| | - Nivez Rasic
- Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada
- Anesthesiology, Perioperative & Pain Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada
- Vi Riddell Children’s Pain & Rehabilitation Centre, Alberta Children’s Hospital, Calgary, AB T3B 6A8, Canada
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Gaunt DM, Papastavrou Brooks C, Pedder H, Crawley E, Horwood J, Metcalfe C. Participant retention in paediatric randomised controlled trials published in six major journals 2015-2019: systematic review and meta-analysis. Trials 2023; 24:403. [PMID: 37316945 DOI: 10.1186/s13063-023-07333-w] [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: 01/04/2023] [Accepted: 04/28/2023] [Indexed: 06/16/2023] Open
Abstract
BACKGROUND The factors which influence participant retention in paediatric randomised controlled trials are under-researched. Retention may be more challenging due to child developmental stages, involving additional participants, and proxy-reporting of outcomes. This systematic review and meta-analysis explores the factors which may influence retention in paediatric trials. METHODS Using the MEDLINE database, paediatric randomised controlled trials published between 2015 and 2019 were identified from six general and specialist high-impact factor medical journals. The review outcome was participant retention for each reviewed trial's primary outcome. Context (e.g. population, disease) and design (e.g. length of trial) factors were extracted. Retention was examined for each context and design factor in turn, with evidence for an association being determined by a univariate random-effects meta-regression analysis. RESULTS Ninety-four trials were included, and the median total retention was 0.92 (inter-quartile range 0.83 to 0.98). Higher estimates of retention were seen for trials with five or more follow-up assessments before the primary outcome, those less than 6 months between randomisation and primary outcome, and those that used an inactive data collection method. Trials involving children aged 11 and over had the higher estimated retention compared with those involving younger children. Those trials which did not involve other participants also had higher retention, than those where they were involved. There was also evidence that a trial which used an active or placebo control treatment had higher estimated retention, than treatment-as-usual. Retention increased if at least one engagement method was used. Unlike reviews of trials including all ages of participants, we did not find any association between retention and the number of treatment groups, size of trial, or type of treatment. CONCLUSIONS Published paediatric RCTs rarely report the use of specific modifiable factors that improve retention. Including multiple, regular follow-ups with participants before the primary outcome may reduce attrition. Retention may be highest when the primary outcome is collected up to 6 months after a participant is recruited. Our findings suggest that qualitative research into improving retention when trials involve multiple participants such as young people, and their caregivers or teachers would be worthwhile. Those designing paediatric trials also need to consider the use of appropriate engagement methods. RESEARCH ON RESEARCH (ROR) REGISTRY: https://ror-hub.org/study/2561.
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Affiliation(s)
- Daisy M Gaunt
- Population Health Sciences, Bristol Medical School, University of Bristol, Canynge Hall, 39 Whatley Road, Bristol, BS8 2PS, UK.
| | - Cat Papastavrou Brooks
- Population Health Sciences, Bristol Medical School, University of Bristol, Canynge Hall, 39 Whatley Road, Bristol, BS8 2PS, UK
| | - Hugo Pedder
- Population Health Sciences, Bristol Medical School, University of Bristol, Canynge Hall, 39 Whatley Road, Bristol, BS8 2PS, UK
| | - Esther Crawley
- Population Health Sciences, Bristol Medical School, University of Bristol, Canynge Hall, 39 Whatley Road, Bristol, BS8 2PS, UK
| | - Jeremy Horwood
- Population Health Sciences, Bristol Medical School, University of Bristol, Canynge Hall, 39 Whatley Road, Bristol, BS8 2PS, UK
- NIHR Applied Research Collaboration West, 9th Floor, Whitefriars, Lewins Mead, Bristol, BS1 2NT, UK
| | - Chris Metcalfe
- Population Health Sciences, Bristol Medical School, University of Bristol, Canynge Hall, 39 Whatley Road, Bristol, BS8 2PS, UK
- Bristol Trials Centre, Population Health Sciences, Bristol Medical School, University of Bristol, 1-5 Whiteladies Road, Bristol, BS8 1NU, UK
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Powell TW, Willis K, Smith B, Lewis Q, Offiong A. "Don't Close the Door on Them": Recruiting and retaining vulnerable Black adolescents in prevention research. JOURNAL OF COMMUNITY PSYCHOLOGY 2021; 49:994-1009. [PMID: 33937999 PMCID: PMC8222182 DOI: 10.1002/jcop.22584] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Revised: 04/06/2021] [Accepted: 04/07/2021] [Indexed: 06/12/2023]
Abstract
There is a need to understand why some strategies work better than others for engaging vulnerable Black adolescents in prevention research, especially those who are affected by parental drug use. The current study sought to fill this gap. Thirty in-depth interviews were conducted with parents who reported a history of illicit drug use (N = 11), young adults who had a biological parent with a history of illicit drug use (N = 14), and service providers who work with families affected by illicit drug use (N = 5). Nearly all participants were Black and lived or worked in Baltimore, Maryland. Over half of the participants were female (62%). Interviews were recorded and ranged from 30 to 92 minutes in length. Data were analyzed using an inductive, content analysis approach. Four themes emerged (coined STAR): SAFE people and places minimize retraumatization; TEAMING UP with community partners increases acceptability; ADDRESSING a range of needs helps adolescents survive; and RELATABLE facilitators understand and listen to adolescents. Findings build onto and extend previous research that highlights strategies to recruit and retain vulnerable Black adolescents in prevention research.
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Affiliation(s)
- Terrinieka W Powell
- Johns Hopkins Bloomberg School of Public Health, Department of Population, Family and Reproductive Health, Baltimore, Maryland, USA
| | - Kalai Willis
- Johns Hopkins Bloomberg School of Public Health, Department of Population, Family and Reproductive Health, Baltimore, Maryland, USA
| | - Bianca Smith
- Johns Hopkins Bloomberg School of Public Health, Department of Population, Family and Reproductive Health, Baltimore, Maryland, USA
| | - Quiana Lewis
- Johns Hopkins Bloomberg School of Public Health, Department of Population, Family and Reproductive Health, Baltimore, Maryland, USA
| | - Asari Offiong
- Johns Hopkins Bloomberg School of Public Health, Department of Population, Family and Reproductive Health, Baltimore, Maryland, USA
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Elfeky A, Gillies K, Gardner H, Fraser C, Ishaku T, Treweek S. Non-randomised evaluations of strategies to increase participant retention in randomised controlled trials: a systematic review. Syst Rev 2020; 9:224. [PMID: 32993797 PMCID: PMC7523052 DOI: 10.1186/s13643-020-01471-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Accepted: 08/31/2020] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND Retention of participants is essential to ensure the statistical power and internal validity of clinical trials. Poor participant retention reduces power and can bias the estimates of intervention effect. There is sparse evidence from randomised comparisons of effective strategies to retain participants in randomised trials. Currently, non-randomised evaluations of trial retention interventions embedded in host clinical trials are rejected from the Cochrane review of strategies to improve retention because it only included randomised evaluations. However, the systematic assessment of non-randomised evaluations may inform trialists' decision-making about retention methods that have been evaluated in a trial context.Therefore, we performed a systematic review to synthesise evidence from non-randomised evaluations of retention strategies in order to supplement existing randomised trial evidence. METHODS We searched MEDLINE, EMBASE, and Cochrane CENTRAL from 2007 to October 2017. Two reviewers independently screened abstracts and full-text articles for non-randomised studies that compared two or more strategies to increase participant retention in randomised trials. The retention trials had to be nested in real 'host' trials ( including feasibility studies) but not hypothetical trials. Two investigators independently rated the risk of bias of included studies using the ROBINS-I tool and determined the certainty of evidence using GRADE (Grading of Recommendations Assessment, Development and Evaluation) framework. RESULTS Fourteen non-randomised studies of retention were included in this review. Most retention strategies (in 10 studies) aimed to increase questionnaire response rate. Favourable strategies for increasing questionnaire response rate were telephone follow-up compared to postal questionnaire completion, online questionnaire follow-up compared to postal questionnaire, shortened version of questionnaires versus longer questionnaires, electronically transferred monetary incentives compared to cash incentives, cash compared with no incentive and reminders to non-responders (telephone or text messaging). However, each retention strategy was evaluated in a single observational study. This, together with risk of bias concerns, meant that the overall GRADE certainty was low or very low for all included studies. CONCLUSIONS This systematic review provides low or very low certainty evidence on the effectiveness of retention strategies evaluated in non-randomised studies. Some strategies need further evaluation to provide confidence around the size and direction of the underlying effect.
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Affiliation(s)
- Adel Elfeky
- Health Services Research Unit, University of Aberdeen, Aberdeen, UK
| | - Katie Gillies
- Health Services Research Unit, University of Aberdeen, Aberdeen, UK
| | - Heidi Gardner
- Health Services Research Unit, University of Aberdeen, Aberdeen, UK
| | - Cynthia Fraser
- Health Services Research Unit, University of Aberdeen, Aberdeen, UK
| | - Timothy Ishaku
- School of Nursing, Midwifery and Health, Coventry University, Coventry, England
| | - Shaun Treweek
- Health Services Research Unit, University of Aberdeen, Aberdeen, UK
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Mendelson T, Sheridan SC, Clary LK. Research with youth of color in low-income communities: Strategies for recruiting and retaining participants. Res Social Adm Pharm 2020; 17:1110-1118. [PMID: 32912828 PMCID: PMC7445129 DOI: 10.1016/j.sapharm.2020.08.011] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 08/13/2020] [Accepted: 08/14/2020] [Indexed: 12/22/2022]
Abstract
Background Youth of color from low-income urban communities are crucial participants in research, as their involvement can shape effective, culturally responsive interventions and policy to promote youth health and well-being. These young people, however, are an often-neglected research population, due in part to perceived challenges associated with their inclusion as well as marginalized communities’ justifiable mistrust of research. Objectives Based on our experience conducting a school-based randomized intervention trial in Baltimore, Maryland, we present strategies for conducting research with low-income, urban youth of color. We discuss strategies in three domains: university-community partnership development, participant recruitment, and participant retention. Methods We reviewed partnership building and recruitment strategies employed by our team across four years of trial implementation and evaluated success of participant retention at our final survey timepoint. Results Partnership building was facilitated by selection of a study design that maximized benefits for all participants, promotion of capacity building at partner institutions, and attention to research staff hiring and training practices. Effective study recruitment strategies included personal contact with parents and close cooperation between school personnel and study staff. Providing incentives and collecting multiple types of participant contact information contributed to increased retention rates. On average, those who participated in the final survey timepoint were less likely to be male and Latinx and exhibited more favorable baseline mental health than those who did not, suggesting differential attrition based on youth characteristics. Conclusions Lessons learned from this school-based trial can be applied more broadly to research with low-income urban youth of color. Researchers should strive to maximize scientific rigor, minimize harm to vulnerable adolescents and their communities, promote positive research experiences for young people, and provide concrete benefits to those who participate.
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Affiliation(s)
- Tamar Mendelson
- Johns Hopkins Bloomberg School of Public Health, Department of Mental Health, United States.
| | - Steven C Sheridan
- Johns Hopkins Bloomberg School of Public Health, Department of Mental Health, United States
| | - Laura K Clary
- Johns Hopkins Bloomberg School of Public Health, Department of Mental Health, United States
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Chaudhuri JD. Stimulating Intrinsic Motivation in Millennial Students: A New Generation, a New Approach. ANATOMICAL SCIENCES EDUCATION 2020; 13:250-271. [PMID: 31021529 DOI: 10.1002/ase.1884] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2018] [Revised: 04/17/2019] [Accepted: 04/21/2019] [Indexed: 06/09/2023]
Abstract
There has been a fundamental change in health care pedagogy to address the demands and challenges posed by the present generation of millennial students. There is also a growing recognition of the role of intrinsic motivation as a catalyst in a positive learning experience. The term intrinsic motivation refers to energizing behavior that comes from within an individual and develops due to an inherent interest in the activity at hand. However, stimulating intrinsic motivation in the present generation of millennial health care students is a daunting task, considering their diverse and disparate nature. In addition, the inherent generational differences between educators and students, and an increasing emphasis on technological tools have resulted in a dichotomy in the educational environment leading to the development of a greater incidence of burnouts among students. Hence, numerous innovative techniques have been introduced in health care education to enhance the levels of intrinsic motivation in these students. Unfortunately, most of these approaches have only been moderately successful due to their limited ability to address the unique educational expectations of millennial students. The cumulative evidence suggests that specific approaches to stimulate intrinsic motivation should aim at nurturing the learning efforts of students, bridging the generational barriers between educators and students, and ameliorating the stress associated with health care education. Hence, the specific aim of this narrative review is to suggest empirically proven curricular strategies and institutional reforms to enhance intrinsic motivation in health care students belonging to the Millennial Generation.
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Affiliation(s)
- Joydeep Dutta Chaudhuri
- School of Occupational Therapy, College of Health Sciences, Husson University, Bangor, Maine
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Goldman H, Fagnano M, Perry TT, Weisman A, Drobnica A, Halterman JS. Recruitment and retention of the Hardest-to-Reach families in community-based asthma interventions. Clin Trials 2018; 15:543-550. [PMID: 30101615 DOI: 10.1177/1740774518793598] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND/AIMS Engaging underserved populations in research requires substantial effort for recruitment and retention. The objective of this study is to describe the effort needed to recruit and retain urban participants in pediatric asthma studies and to characterize the Hardest-to-Reach group by demographics and asthma severity. METHODS We included 311 children (3-10 years) with persistent asthma enrolled in two school-based asthma interventions in Rochester, NY. Contact logs were collected at four time points (baseline, 2 month, 4 month, 6 month). We defined "Hardest-to-Reach" (vs "Easier-to-Reach") as being unable to reach a family by telephone at any given contact attempt due to disconnected or wrong numbers. Chi-square and Mann-Whitney tests were used to compare groups. RESULTS Overall, we enrolled 311 children (60% Black, 29% Hispanic, 70% Medicaid, response rate 70%). On average, 3.1 contact attempts were required for recruitment (range 1-15), and 35% required rescheduling at least once for the enrollment visit. All but 12 participants completed each follow-up (retention rate = 96%). Completion of follow-ups required an average of 7.6 attempts; we considered 38% of caregivers "Hardest-to-Reach." Caregivers in the Hardest-to-Reach group were slightly younger (33 vs 36 years, p = 0.007) with more depressive symptoms (41% vs 29%, p = 0.035) and smokers in the home (59% vs 48%, p = 0.048). Furthermore, more of the Hardest-to-Reach children had moderate-severe versus mild persistent asthma (64% vs 52%, p = 0.045). Importantly, even the Easier-to-Reach families required many contact attempts, with 52% having >5 attempts for at least one follow-up. CONCLUSION In conclusion, we found that among an already vulnerable population, the Hardest-to-Reach families demonstrated higher risk and had children with significantly worse asthma. This study highlights the importance of persistence in reaching those in greatest need.
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Affiliation(s)
- Hillary Goldman
- 1 Department of Pediatrics, School of Medicine & Dentistry, University of Rochester, Rochester, NY, USA
| | - Maria Fagnano
- 1 Department of Pediatrics, School of Medicine & Dentistry, University of Rochester, Rochester, NY, USA
| | - Tamara T Perry
- 2 Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Ariel Weisman
- 1 Department of Pediatrics, School of Medicine & Dentistry, University of Rochester, Rochester, NY, USA
| | - Amanda Drobnica
- 1 Department of Pediatrics, School of Medicine & Dentistry, University of Rochester, Rochester, NY, USA
| | - Jill S Halterman
- 1 Department of Pediatrics, School of Medicine & Dentistry, University of Rochester, Rochester, NY, USA
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Madden K, Scott T, McKay P, Petrisor BA, Jeray KJ, Tanner SL, Bhandari M, Sprague S. Predicting and Preventing Loss to Follow-up of Adult Trauma Patients in Randomized Controlled Trials: An Example from the FLOW Trial. J Bone Joint Surg Am 2017; 99:1086-1092. [PMID: 28678121 PMCID: PMC5490332 DOI: 10.2106/jbjs.16.00900] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND High loss-to-follow-up rates are a risk in even the most rigorously designed randomized controlled trials (RCTs). Consequently, predicting and preventing loss to follow-up are important methodological considerations. We hypothesized that certain baseline characteristics are associated with a greater likelihood of patients being lost to follow-up. Our primary objective was to determine which baseline characteristics are associated with loss to follow-up within 12 months after an open fracture in adult patients participating in the Fluid Lavage of Open Wounds (FLOW) trial. We also present strategies to reduce loss to follow-up in trauma trials. METHODS Data for this study were derived from the FLOW trial, a funded trial in which payments to clinical sites were tied to participant retention. We conducted a binary logistic regression analysis with loss to follow-up as the dependent variable to determine participant characteristics associated with a higher risk of loss to follow-up. RESULTS Complete data were available for 2,381 of 2,447 participants. One hundred and sixty-three participants (6.7%) were lost to follow-up. Participants who received treatment in the U.S. were more likely to be lost to follow-up than those who received treatment in other countries (odds ratio [OR] = 3.56, 95% confidence interval [CI]: 2.46 to 5.17, p < 0.001). Male sex (OR = 1.75, 95% CI: 1.15 to 2.67, p = 0.009), current smoking (OR = 1.82, 95% CI: 1.28 to 2.58, p = 0.001), high-risk alcohol consumption (OR = 1.88, 95% CI: 1.16 to 3.05, p = 0.010), and an age of <30 years (OR = 2.16, 95% CI: 1.19 to 3.95, p = 0.012) all significantly increased the odds of a patient being lost to follow-up. Conversely, participants who had sustained polytrauma (OR = 0.52, 95% CI: 0.37 to 0.73, p < 0.001) or had a Gustilo-Anderson type-IIIA, B, or C fracture (OR = 0.60, 95% CI: 0.38 to 0.94, p = 0.024) had lower odds of being lost to follow-up. CONCLUSIONS Using a number of strategies, we were able to reduce the loss-to-follow-up rate to <7%. Males, current smokers, young participants, participants who consumed a high-risk amount of alcohol, and participants in the U.S. were more likely to be lost to follow-up even after these strategies had been employed; therefore, additional strategies should be developed to target these high-risk participants. CLINICAL RELEVANCE This study highlights an important need to develop additional strategies to minimize loss to follow-up, including targeted participant-retention strategies. Male sex, an age of <30 years, current smoking, high-risk alcohol consumption, and treatment in a developed country with a predominantly privately funded health-care system increased the likelihood of participants being lost to follow-up. Therefore, strategies should be targeted to these participants. Use of the planning and prevention strategies outlined in the current study can minimize loss to follow-up in orthopaedic trials.
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Affiliation(s)
- Kim Madden
- Department of Clinical Epidemiology and Biostatistics (K.M., T.S., P.McK., M.B., and S.S.) and Division of Orthopaedic Surgery, Department of Surgery (B.A.P., M.B., and S.S.), McMaster University, Hamilton, Ontario, Canada,E-mail address for K. Madden:
| | - Taryn Scott
- Department of Clinical Epidemiology and Biostatistics (K.M., T.S., P.McK., M.B., and S.S.) and Division of Orthopaedic Surgery, Department of Surgery (B.A.P., M.B., and S.S.), McMaster University, Hamilton, Ontario, Canada
| | - Paula McKay
- Department of Clinical Epidemiology and Biostatistics (K.M., T.S., P.McK., M.B., and S.S.) and Division of Orthopaedic Surgery, Department of Surgery (B.A.P., M.B., and S.S.), McMaster University, Hamilton, Ontario, Canada
| | - Brad A. Petrisor
- Department of Clinical Epidemiology and Biostatistics (K.M., T.S., P.McK., M.B., and S.S.) and Division of Orthopaedic Surgery, Department of Surgery (B.A.P., M.B., and S.S.), McMaster University, Hamilton, Ontario, Canada
| | - Kyle J. Jeray
- Department of Orthopaedic Surgery, Greenville Health System, Greenville, South Carolina
| | - Stephanie L. Tanner
- Department of Orthopaedic Surgery, Greenville Health System, Greenville, South Carolina
| | - Mohit Bhandari
- Department of Clinical Epidemiology and Biostatistics (K.M., T.S., P.McK., M.B., and S.S.) and Division of Orthopaedic Surgery, Department of Surgery (B.A.P., M.B., and S.S.), McMaster University, Hamilton, Ontario, Canada
| | - Sheila Sprague
- Department of Clinical Epidemiology and Biostatistics (K.M., T.S., P.McK., M.B., and S.S.) and Division of Orthopaedic Surgery, Department of Surgery (B.A.P., M.B., and S.S.), McMaster University, Hamilton, Ontario, Canada
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Prescott TL, Phillips Ii G, DuBois LZ, Bull SS, Mustanski B, Ybarra ML. Reaching Adolescent Gay, Bisexual, and Queer Men Online: Development and Refinement of a National Recruitment Strategy. J Med Internet Res 2016; 18:e200. [PMID: 27492781 PMCID: PMC4990715 DOI: 10.2196/jmir.5602] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Revised: 06/12/2016] [Accepted: 06/13/2016] [Indexed: 11/13/2022] Open
Abstract
Background Using social networking websites to recruit research participants is increasingly documented in the literature, although few studies have leveraged these sites to reach those younger than 18 years. Objective To discuss the development and refinement of a recruitment protocol to reach and engage adolescent gay, bisexual, and other teenaged men who have sex with men (AGBM). Participants were recruited for development and evaluation activities related to Guy2Guy, a text messaging–based human immunodeficiency virus infection prevention program. Methods Eligibility criteria included being between 14 to 18 years old; being a cisgender male; self-identifying as gay, bisexual, and/or queer; being literate in English, exclusively owning a cell phone, enrolled in an unlimited text messaging plan, intending to keep their current phone number over the next 6 months, and having used text messaging for at least the past 6 months. Recruitment experiences and subsequent steps to refine the Internet-based recruitment strategy are discussed for 4 research activities: online focus groups, content advisory team, beta test, and randomized controlled trial (RCT). Recruitment relied primarily on Facebook advertising. To a lesser extent, Google AdWords and promotion through partner organizations working with AGBM youth were also utilized. Results Facebook advertising strategies were regularly adjusted based on preidentified recruitment targets for race, ethnicity, urban-rural residence, and sexual experience. The result was a diverse sample of participants, of whom 30% belonged to a racial minority and 20% were Hispanic. Facebook advertising was the most cost-effective method, and it was also able to reach diverse recruitment goals: recruitment for the first focus group cost an average of US $2.50 per enrolled participant, and it took 9 days to enroll 40 participants; the second focus group cost an average of US $6.96 per enrolled participant, and it took 11 days to enroll 40 participants. Recruitment for the first content advisory team cost an average of US $32.52 per enrolled participant; the second cost US $29.52 per participant. Both recruitment drives required 10 days to enroll 24 participants. For the beta test, recruitment cost an average of US $17.19 per enrolled participant, and it took 16 days to complete enrollment of 20 participants. For the RCT, recruitment cost an average of US $12.54 per enrolled participant, and it took 148 days to enroll 302 participants. Google AdWords campaigns did not result in any enrolled participants of whom the research staff members were aware. Conclusions Internet-based strategies can be a cost-efficient means to recruit and retain hard-to-reach populations from across the country. With real-time monitoring of participant demographic characteristics, diverse samples can be achieved. Although Facebook advertising was particularly successful in this study, alternative social media strategies can be explored in future research as these media are ever-changing.
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Affiliation(s)
- Tonya L Prescott
- Center for Innovative Public Health Research, San Clemente, CA, United States
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Shaw JM, Mitchell CA, Welch AJ, Williamson MJ. Social media used as a health intervention in adolescent health: A systematic review of the literature. Digit Health 2015; 1:2055207615588395. [PMID: 29942540 PMCID: PMC5999051 DOI: 10.1177/2055207615588395] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Objective Adolescents are known to be high users of social media, and social media is
beginning to be used in health care. The primary objective of this review
was to determine the current state of play on the use of social media as a
health intervention in addressing the health of adolescents. Methods Six databases were searched: CINAHL, Medline, Scopus, ProQuest, Psych Info
and Science Direct, from 2000–2013. The review process followed PRISMA
guidelines with quality assessments of the selected articles undertaken. Results Three studies used social media as a health intervention in adolescent
health. Facebook was the social media of choice. The way this social media
tool was incorporated as the intervention varied. None of the social media
interventions had a significant or sustained impact on the primary outcomes
of the studies reviewed. Measures of social media process were limited and
lacked meaning. Conclusions The selected papers provided insight into the beginning phase of using social
media as a health intervention to address adolescent health. The review
highlights three important areas for consideration when undertaking research
on the use of social media as a health intervention for adolescents: the
newness of using social media as a health intervention, the importance of
the use of rigorous methodological processes when using social media as a
health intervention, and the need to develop further knowledge on
adolescents’ use of social media, in particular their hidden world of social
media.
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Affiliation(s)
- Julie M Shaw
- School of Nursing and Midwifery, Central Queensland University, Australia.,School of Nursing and Midwifery, Menzies Health Institute Queensland, Griffith University, Australia
| | - Creina A Mitchell
- School of Nursing and Midwifery, Menzies Health Institute Queensland, Griffith University, Australia
| | - Anthony J Welch
- School of Nursing and Midwifery, Central Queensland University, Australia
| | - Moira J Williamson
- School of Nursing and Midwifery, Central Queensland University, Australia
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11
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Yonker LM, Zan S, Scirica CV, Jethwani K, Kinane TB. "Friending" teens: systematic review of social media in adolescent and young adult health care. J Med Internet Res 2015; 17:e4. [PMID: 25560751 PMCID: PMC4376201 DOI: 10.2196/jmir.3692] [Citation(s) in RCA: 122] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2014] [Revised: 10/09/2014] [Accepted: 11/01/2014] [Indexed: 11/19/2022] Open
Abstract
Background Social media has emerged as a potentially powerful medium for communication with adolescents and young adults around their health choices. Objective The goal of this systematic review is to identify research on the use of social media for interacting with adolescents and young adults in order to achieve positive health outcomes. Methods A MEDLINE/PubMed electronic database search was performed between January 1, 2002 and October 1, 2013, using terms to identify peer-reviewed research in which social media and other Web 2.0 technologies were an important feature. We used a systematic approach to retrieve papers and extract relevant data. Results We identified 288 studies involving social media, of which 87 met criteria for inclusion; 75 studies were purely observational and 12 were interventional. The ways in which social media was leveraged by these studies included (1) observing adolescent and young adult behavior (n=77), (2) providing health information (n=13), (3) engaging the adolescent and young adult community (n=17), and (4) recruiting research participants (n=23). Common health topics addressed included high-risk sexual behaviors (n=23), alcohol, tobacco, and other drug use (n=19), Internet safety (n=8), mental health issues (n=18), medical conditions (n=11), or other specified issues (n=12). Several studies used more than one social media platform and addressed more than one health-related topic. Conclusions Social media technologies offer an exciting new means for engaging and communicating with adolescents and young adults; it has been successfully used to engage this age group, identify behaviors, and provide appropriate intervention and education. Nevertheless, the majority of studies to date have been preliminary and limited in their methodologies, and mostly center around evaluating how adolescents and young adults use social media and the resulting implications on their health. Although these explorations are essential, further exploration and development of these strategies into building effective interventions is necessary.
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Affiliation(s)
- Lael M Yonker
- Massachusetts General Hospital, Department of Pediatrics, Boston, MA, United States
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