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Buller DB, Sussman AL, Thomson CA, Kepka D, Taren D, Henry KL, Warner EL, Walkosz BJ, Woodall WG, Nuss K, Blair CK, Guest DD, Borrayo EA, Gordon JS, Hatcher J, Wetter DW, Kinsey A, Jones CF, Yung AK, Christini K, Berteletti J, Torres JA, Barraza Perez EY, Small A. #4Corners4Health Social Media Cancer Prevention Campaign for Emerging Adults: Protocol for a Randomized Stepped-Wedge Trial. JMIR Res Protoc 2024; 13:e50392. [PMID: 38386396 PMCID: PMC10921336 DOI: 10.2196/50392] [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: 06/29/2023] [Revised: 12/28/2023] [Accepted: 01/02/2024] [Indexed: 02/23/2024] Open
Abstract
BACKGROUND Many emerging adults (EAs) are prone to making unhealthy choices, which increase their risk of premature cancer morbidity and mortality. In the era of social media, rigorous research on interventions to promote health behaviors for cancer risk reduction among EAs delivered over social media is limited. Cancer prevention information and recommendations may reach EAs more effectively over social media than in settings such as health care, schools, and workplaces, particularly for EAs residing in rural areas. OBJECTIVE This pragmatic randomized trial aims to evaluate a multirisk factor intervention using a social media campaign designed with community advisers aimed at decreasing cancer risk factors among EAs. The trial will target EAs from diverse backgrounds living in rural counties in the Four Corners states of Arizona, Colorado, New Mexico, and Utah. METHODS We will recruit a sample of EAs (n=1000) aged 18 to 26 years residing in rural counties (Rural-Urban Continuum Codes 4 to 9) in the Four Corners states from the Qualtrics' research panel and enroll them in a randomized stepped-wedge, quasi-experimental design. The inclusion criteria include English proficiency and regular social media engagement. A social media intervention will promote guideline-related goals for increased physical activity, healthy eating, and human papillomavirus vaccination and reduced nicotine product use, alcohol intake, and solar UV radiation exposure. Campaign posts will cover digital and media literacy skills, responses to misinformation, communication with family and friends, and referral to community resources. The intervention will be delivered over 12 months in Facebook private groups and will be guided by advisory groups of community stakeholders and EAs and focus groups with EAs. The EAs will complete assessments at baseline and at 12, 26, 39, 52, and 104 weeks after randomization. Assessments will measure 6 cancer risk behaviors, theoretical mediators, and participants' engagement with the social media campaign. RESULTS The trial is in its start-up phase. It is being led by a steering committee. Team members are working in 3 subcommittees to optimize community engagement, the social media intervention, and the measures to be used. The Stakeholder Organization Advisory Board and Emerging Adult Advisory Board were formed and provided initial input on the priority of cancer risk factors to target, social media use by EAs, and community resources available. A framework for the social media campaign with topics, format, and theoretical mediators has been created, along with protocols for campaign management. CONCLUSIONS Social media can be used as a platform to counter misinformation and improve reliable health information to promote health behaviors that reduce cancer risks among EAs. Because of the popularity of web-based information sources among EAs, an innovative, multirisk factor intervention using a social media campaign has the potential to reduce their cancer risk behaviors. TRIAL REGISTRATION ClinicalTrials.gov NCT05618158; https://classic.clinicaltrials.gov/ct2/show/NCT05618158. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) PRR1-10.2196/50392.
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Affiliation(s)
| | - Andrew L Sussman
- University of New Mexico Comprehensive Cancer Care Center, Albuquerque, NM, United States
| | - Cynthia A Thomson
- Department of Health Promotion Sciences, Mel & Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ, United States
| | - Deanna Kepka
- College of Nursing and Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, United States
| | - Douglas Taren
- Section of Nutrition, University of Colorado Denver, Aurora, CO, United States
| | - Kimberly L Henry
- Department of Psychology, College of Natural Sciences, Colorado State University, Fort Collins, CO, United States
| | - Echo L Warner
- College of Nursing and Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, United States
| | | | | | - Kayla Nuss
- Klein Buendel, Golden, CO, United States
| | - Cindy K Blair
- University of New Mexico Comprehensive Cancer Care Center, Albuquerque, NM, United States
| | - Dolores D Guest
- University of New Mexico Comprehensive Cancer Care Center, Albuquerque, NM, United States
| | - Evelinn A Borrayo
- University of Colorado Cancer Center, University of Colorado Denver, Aurora, CO, United States
| | - Judith S Gordon
- College of Nursing, University of Arizona, Tucson, AZ, United States
| | | | - David W Wetter
- Department of Population Health Sciences, University of Utah, Salt Lake City, UT, United States
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, United States
| | | | - Christopher F Jones
- University of Colorado Cancer Center, University of Colorado Denver, Aurora, CO, United States
| | - Angela K Yung
- College of Medicine, University of Arizona, Tucson, AZ, United States
| | - Kaila Christini
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, United States
| | | | - John A Torres
- University of New Mexico Comprehensive Cancer Care Center, Albuquerque, NM, United States
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Lyu JC, Meacham MC, Nguyen N, Ramo D, Ling PM. Factors Associated With Abstinence Among Young Adult Smokers Enrolled in a Real-world Social Media Smoking Cessation Program. Nicotine Tob Res 2024; 26:S27-S35. [PMID: 38366340 PMCID: PMC10873491 DOI: 10.1093/ntr/ntad170] [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: 03/31/2023] [Revised: 08/10/2023] [Accepted: 09/05/2023] [Indexed: 02/18/2024]
Abstract
OBJECTIVE Social media platforms are promising to provide smoking cessation support. This study aimed to identify baseline factors associated with cigarette smoking abstinence among young adult smokers enrolled in a real-world social media-based smoking cessation program. AIMS AND METHODS We analyzed data from young adult smokers (aged 18-30 years) participating in a publicly available Facebook-based smoking cessation program serving the San Francisco Bay Area. The analytic sample consisted of 248 participants who completed both the baseline and follow-up surveys at 3 months. Multivariable logistic regression analysis determined baseline factors significantly associated with self-reported 7-day cigarette smoking abstinence at 3 months. RESULTS Participants were race/ethnically diverse, well-educated, and 47.6% reported LGB + sexual identity. Those who reported dual use of cigarettes and e-cigarettes in the past 30 days (vs. cigarette use only), current alcohol users (vs. non-users), and those aged 25-30 years (vs. 18-24 years) were significantly less likely to report 7-day abstinence at 3 months. Non-daily smokers (vs. daily smokers) and those with high desire to quit smoking (vs. low to moderate desire) were more likely to report abstinence. Results also showed reduction in the percentage of e-cigarette and other tobacco product use among participants. CONCLUSIONS Social media interventions may be more effective for young adult non-daily smokers and those with high desire to quit smoking. Smoking cessation programs may help reduce use of other tobacco products among treatment-seeking smokers. Smoking cessation interventions for young adults need to explicitly address dual use of cigarettes and e-cigarettes and use of alcohol. IMPLICATIONS Findings of this study highlight the need for future interventions to address dual use of cigarettes and e-cigarettes and use of alcohol to improve cigarette smoking abstinence outcomes. The reduction in the use of other tobacco products among program participants indicates that social media smoking cessation programs may exert a broader positive influence on overall tobacco consumption. The large number of LGB+ smokers participating in the program suggests social media is a promising cessation channel for this hard-to-reach group, warranting further study.
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Affiliation(s)
- Joanne Chen Lyu
- Center for Tobacco Control Research and Education, University of California San Francisco, San Francisco, CA, USA
| | - Meredith C Meacham
- Department of Psychiatry and Behavioral Sciences, University of California San Francisco, San Francisco, CA, USA
| | - Nhung Nguyen
- Center for Tobacco Control Research and Education, University of California San Francisco, San Francisco, CA, USA
- Division of General Internal Medicine, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Danielle Ramo
- Department of Psychiatry and Behavioral Sciences, University of California San Francisco, San Francisco, CA, USA
- HopeLab, San Francisco, CA, USA
| | - Pamela M Ling
- Center for Tobacco Control Research and Education, University of California San Francisco, San Francisco, CA, USA
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Manne S, Wu Y, Buller D, Heckman C, Devine K, Frederick S, Solleder J, Schaefer A, Lu SE. The Effects of a Parent-Focused Social Media Intervention on Child Sun Safety: Pilot and Feasibility Study. JMIR Form Res 2023; 7:e48402. [PMID: 38064250 PMCID: PMC10746961 DOI: 10.2196/48402] [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: 04/21/2023] [Revised: 09/05/2023] [Accepted: 09/08/2023] [Indexed: 12/25/2023] Open
Abstract
BACKGROUND Middle childhood (ages 8-12 years) is a critical period for forming behavioral habits and reducing the risk for the development of skin cancer later in life. During this time, children develop more autonomy and spend more unsupervised time away from their parents. Professional agencies recommend that all children engage in regular sun protection behaviors and avoid the sun during peak daytime hours. Unfortunately, in middle childhood, child sun protection often declines and UV radiation exposure increases. Effective parenting involves balancing ways to encourage the child's increasing independence while providing practical assistance to ensure sun protection is implemented. OBJECTIVE The goal was to evaluate the feasibility, acceptability, and preliminary effects of Sun Safe Families, a Facebook group intervention for parents of children between 8 and 12 years of age. METHODS The team developed Facebook messages targeting parent knowledge, normative influences, sun safety barriers, planning and goal setting, confidence in implementing sun safety, communication, forming habits, and managing sun safety in risky situations. A total of 92 parents were enrolled, and the groups ran for 6 weeks. Feasibility was measured by enrollment and retention rates. Acceptability was measured by engagement in the Facebook groups. Satisfaction was assessed by a treatment evaluation. At pre- and post-intervention, parents completed measures of child sun protection, UV radiation exposure, sunburn, sun safety knowledge, child risk, barriers, sun protection self-efficacy, planning, sun safe habits, norms for child sun safety, and communication about sun safety. RESULTS Enrollment (64.3%, 92/143) and retention (94.6%, 87/92) were good. On average, participants viewed 67.6% (56.8/84) of posts, "liked" 16.4% (13.77/84) of posts, commented on 14.8% (12.43/84) of posts, and voted on 46% (6.4/14) of polls. Satisfaction was excellent. From pre- to post-intervention, there were significant increases in child sun protection, sun exposure, and sunburn (P<.01; moderate effect sizes), as well as statistically significant increases in planning and self-efficacy (P<.05) and family norms and parent communication (P<.01). CONCLUSIONS This study demonstrated high survey retention, acceptability, and satisfaction with the intervention. There were promising preliminary effects on child sun protection behaviors and parent sun protection attitudes and communication with their child. Replication with a larger sample size and a comparison condition is warranted.
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Affiliation(s)
- Sharon Manne
- Behavioral Sciences, Rutgers Cancer Institute of New Jersey, Rutgers, The State University of New Jersey, New Brunswick, NJ, United States
| | - Yelena Wu
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, United States
| | | | - Carolyn Heckman
- Behavioral Sciences, Rutgers Cancer Institute of New Jersey, Rutgers, The State University of New Jersey, New Brunswick, NJ, United States
| | - Katie Devine
- Behavioral Sciences, Rutgers Cancer Institute of New Jersey, Rutgers, The State University of New Jersey, New Brunswick, NJ, United States
| | - Sara Frederick
- Behavioral Sciences, Rutgers Cancer Institute of New Jersey, Rutgers, The State University of New Jersey, New Brunswick, NJ, United States
| | - Justin Solleder
- Behavioral Sciences, Rutgers Cancer Institute of New Jersey, Rutgers, The State University of New Jersey, New Brunswick, NJ, United States
| | - Alexis Schaefer
- Behavioral Sciences, Rutgers Cancer Institute of New Jersey, Rutgers, The State University of New Jersey, New Brunswick, NJ, United States
| | - Shou-En Lu
- Rutgers School of Public Health, New Brunswick, NJ, United States
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Vilardaga R, Thrul J, DeVito A, Kendzor DE, Sabo P, Khafif TC. Review of strategies to investigate low sample return rates in remote tobacco trials: A call to action for more user-centered design research. ADDICTION NEUROSCIENCE 2023; 7:100090. [PMID: 37424632 PMCID: PMC10327900 DOI: 10.1016/j.addicn.2023.100090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/11/2023]
Abstract
Remote collection of biomarkers of tobacco use in clinical trials poses significant challenges. A recent meta-analysis and scoping review of the smoking cessation literature indicated that sample return rates are low and that new methods are needed to investigate the underlying causes of these low rates. In this paper we conducted a narrative review and heuristic analysis of the different human factors approaches reported to evaluate and/or improve sample return rates among 31 smoking cessation studies recently identified in the literature. We created a heuristic metric (with scores from 0 to 4) to evaluate the level of elaboration or complexity of the user-centered design strategy reported by researchers. Our review of the literature identified five types of challenges typically encountered by researchers (in that order): usability and procedural, technical (device related), sample contamination (e.g., polytobacco), psychosocial factors (e.g., digital divide), and motivational factors. Our review of strategies indicated that 35% of the studies employed user-centered design methods with the remaining studies relying on informal methods. Among the studies that employed user-centered design methods, only 6% reached a level of 3 in our user-centered design heuristic metric. None of the studies reached the highest level of complexity (i.e., 4). This review examined these findings in the context of the larger literature, discussed the need to address the role of health equity factors more directly, and concluded with a call to action to increase the application and reporting of user-centered design strategies in biomarkers research.
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Affiliation(s)
- Roger Vilardaga
- Access to Behavioral Health for All (ABHA) Laboratory, Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
- Department of Human Centered Design and Engineering, University of Washington, Seattle, Washington, USA
| | - Johannes Thrul
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD, USA
- Centre for Alcohol Policy Research, La Trobe University, Melbourne, Australia
| | - Anthony DeVito
- Access to Behavioral Health for All (ABHA) Laboratory, Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Darla E. Kendzor
- The TSET Health Promotion Research Center, Stephenson Cancer Center, The University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Patricia Sabo
- Access to Behavioral Health for All (ABHA) Laboratory, Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Tatiana Cohab Khafif
- Access to Behavioral Health for All (ABHA) Laboratory, Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
- Bipolar Disorder Program (PROMAN), Department of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil
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Thrul J, Howe CL, Devkota J, Alexander A, Allen AM, Businelle MS, Hébert ET, Heffner JL, Kendzor DE, Ra CK, Gordon JS. A Scoping Review and Meta-analysis of the Use of Remote Biochemical Verification Methods of Smoking Status in Tobacco Research. Nicotine Tob Res 2023; 25:1413-1423. [PMID: 36449414 PMCID: PMC10347976 DOI: 10.1093/ntr/ntac271] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 09/30/2022] [Accepted: 11/28/2022] [Indexed: 07/20/2023]
Abstract
INTRODUCTION Increasing digital delivery of smoking cessation interventions has resulted in the need to employ novel strategies for remote biochemical verification. AIMS AND METHODS This scoping review and meta-analysis aimed to investigate best practices for remote biochemical verification of smoking status. The scientific literature was searched for studies that reported remotely obtained (not in-person) biochemical confirmation of smoking status (ie, combustible tobacco). A meta-analysis of proportions was conducted to investigate key outcomes, which included rates of returned biological samples and the ratio of biochemically verified to self-reported abstinence rates. RESULTS A total of 82 studies were included. The most common samples were expired air (46%) and saliva (40% of studies), the most common biomarkers were carbon monoxide (48%) and cotinine (44%), and the most common verification methods were video confirmation (37%) and mail-in samples for lab analysis (26%). Mean sample return rates determined by random-effects meta-analysis were 70% for smoking cessation intervention studies without contingency management (CM), 77% for CM studies, and 65% for other studies (eg, feasibility and secondary analyses). Among smoking cessation intervention studies without CM, self-reported abstinence rates were 21%, biochemically verified abstinence rates were 10%, and 47% of individuals who self-reported abstinence were also biochemically confirmed as abstinent. CONCLUSIONS This scoping review suggests that improvements in sample return rates in remote biochemical verification studies of smoking status are needed. Recommendations for reporting standards are provided that may enhance confidence in the validity of reported abstinence rates in remote studies. IMPLICATIONS This scoping review and meta-analysis included studies using remote biochemical verification to determine smoking status. Challenges exist regarding implementation and ensuring high sample return rates. Higher self-reported compared to biochemically verified abstinence rates suggest the possibility that participants in remote studies may be misreporting abstinence or not returning samples for other reasons (eg, participant burden, inconvenience). Remote biochemical confirmation of self-reported smoking abstinence should be included in smoking cessation studies whenever feasible. However, findings should be considered in the context of challenges to sample return rates. Better reporting guidelines for future studies in this area are needed.
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Affiliation(s)
- Johannes Thrul
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD, USA
- Centre for Alcohol Policy Research, La Trobe University, Melbourne, Australia
| | - Carol L Howe
- University of Arizona Health Sciences Library, Tucson, AZ, USA
| | - Janardan Devkota
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Adam Alexander
- Department of Family and Preventive Medicine and TSET Health Promotion Research Center, Stephenson Cancer Center, The University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Alicia M Allen
- Department of Family and Community Medicine, College of Medicine, University of Arizona, Tucson, AZ, USA
| | - Michael S Businelle
- Department of Family and Preventive Medicine and TSET Health Promotion Research Center, Stephenson Cancer Center, The University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Emily T Hébert
- Department of Health Promotion and Behavioral Science, The University of Texas Health Science Center at Houston School of Public Health, Austin, TX, USA
| | - Jaimee L Heffner
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Darla E Kendzor
- Department of Family and Preventive Medicine and TSET Health Promotion Research Center, Stephenson Cancer Center, The University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Chaelin K Ra
- Section of Behavioral Sciences, Rutgers Cancer Institute of New Jersey, NJ, USA
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Patten CA, Koller KR, Sinicrope PS, Prochaska JJ, Young C, Resnicow K, Decker PA, Hughes CA, Merritt ZT, McConnell CR, Huang M, Thomas TK. Facebook Intervention to Connect Alaska Native People With Resources and Support to Quit Smoking: CAN Quit Pilot Randomized Controlled Trial. Nicotine Tob Res 2023; 25:803-813. [PMID: 36130170 PMCID: PMC10032195 DOI: 10.1093/ntr/ntac221] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 07/22/2022] [Accepted: 09/19/2022] [Indexed: 11/14/2022]
Abstract
INTRODUCTION There is some evidence that social media interventions can promote smoking cessation. This randomized controlled pilot study is the first to evaluate the feasibility and potential efficacy of a Facebook smoking cessation intervention among Alaska Native (AN) adults. AIMS AND METHODS Recruitment and data collection occurred from December 2019 to March 2021. Participants were recruited statewide in Alaska using Facebook advertisements with a targeted sample of 60 enrolled. Participants were stratified by gender, age, and rural or urban residence and randomly assigned to receive referral resources on evidence-based cessation treatments (EBCTs) (control, n = 30) or these resources plus a 3-month, closed (private), culturally tailored, Facebook group (intervention, n = 31) that connected participants to EBCT resources and was moderated by two Alaska Native Trained Tobacco Specialists. Assessments were conducted online post-randomization at 1, 3, and 6 months. Outcomes were feasibility (recruitment, retention, and intervention engagement), self-reported use of EBCTs, and biochemically confirmed seven-day point-prevalence smoking abstinence. RESULTS Of intervention participants, 90% engaged (eg posted, commented) more than once. Study retention was 57% at 6 months (no group differences). The proportion utilizing EBCTs was about double for intervention compared with the control group participants at 3 and 6 months. Smoking abstinence was higher for intervention than control participants at 3 months (6.5% vs. 0%, p = .16) but comparable at 6 months (6.4% vs. 6.7%, p = .97). CONCLUSIONS While additional research is needed to promote long-term cessation, this pilot trial supports recruitment feasibility during the Coronavirus Disease 2019 (COVID-19) pandemic, consumer uptake, and a signal for intervention efficacy on the uptake of cessation treatment and short-term smoking abstinence. IMPLICATIONS This study is the first evaluation of a social media intervention for smoking cessation among Indigenous people. We learned that statewide Facebook recruitment of AN adults who smoke was feasible and there was a signal for the efficacy of a Facebook intervention on the uptake of EBCT and short-term (3 months) biochemically verified smoking abstinence. Clinically, social media platforms may complement current care models by connecting AN individuals and others living in hard-to-reach communities to cessation treatment resources.
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Affiliation(s)
- Christi A Patten
- Department of Psychiatry and Psychology and Behavioral Health Research Program, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA
| | - Kathryn R Koller
- Research Services, Division of Community Health Services, Alaska Native Tribal Health Consortium, 4000 Ambassador Dr, Anchorage, AK, 99508, USA
| | - Pamela S Sinicrope
- Department of Psychiatry and Psychology and Behavioral Health Research Program, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA
| | - Judith J Prochaska
- Department of Medicine, Stanford Prevention Research Center, Stanford University, 1265 Welch Road, Stanford, CA, 94305-5411, USA
| | - Colleen Young
- Division of Consumer Communications, Social and Digital Innovation, Mayo Clinic Connect, 200 First St SW, Rochester, MN, 55905, USA
| | - Kenneth Resnicow
- School of Public Health, University of Michigan, 109 S. Observatory, 3867 SPH1, Ann Arbor, MI, 48109, USA
| | - Paul A Decker
- Quantitative Health Sciences, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA
| | - Christine A Hughes
- Quantitative Health Sciences, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA
| | - Zoe T Merritt
- Research Services, Division of Community Health Services, Alaska Native Tribal Health Consortium, 4000 Ambassador Dr, Anchorage, AK, 99508, USA
| | - Clara R McConnell
- Wellness and Prevention, Division of Community Health Services, Alaska Native Tribal Health Consortium, 4000 Ambassador Dr, Anchorage, AK, 99508, USA
| | - Ming Huang
- Department of Artificial Intelligence and Informatics, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA
| | - Timothy K Thomas
- Research Services, Division of Community Health Services, Alaska Native Tribal Health Consortium, 4000 Ambassador Dr, Anchorage, AK, 99508, USA
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Leung T, Eysenbach G, Peterson S, Heckman C, Kashy D, Berger A, Studts C, Negrón R, Buller D, Paddock L, Gallo J, Kulik A, Frederick S, Pesanelli M, Domider M, Grosso M. Facebook Intervention for Young-Onset Melanoma Survivors and Families: Protocol for a Randomized Controlled Trial. JMIR Res Protoc 2023; 12:e39640. [PMID: 36692933 PMCID: PMC9906316 DOI: 10.2196/39640] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 09/30/2022] [Accepted: 10/18/2022] [Indexed: 11/05/2022] Open
Abstract
BACKGROUND Individuals diagnosed with melanoma before the age of 40 years (young-onset melanoma survivors) and their first-degree relatives (FDRs) are a growing population at risk for developing recurrent melanoma or new melanomas. Regular surveillance using clinical skin examination (CSE) and skin self-examination (SSE) and engagement in preventive behaviors including sun protection are recommended. Given the growing population of survivors and their families who are at increased risk, it is surprising that no behavioral interventions have been developed and evaluated to improve risk-reduction behaviors. OBJECTIVE We describe the rationale and methodology for a randomized controlled trial evaluating the efficacy of a Facebook intervention providing information, goal setting, and peer support to increase CSE, SSE, and sun protection for young-onset melanoma survivors and their FDRs. METHODS Overall, 577 survivors and 577 FDRs will be randomly assigned to either the Young Melanoma Family Facebook Group or the Melanoma Family Healthy Lifestyle Facebook Group condition. Participants will complete measures of CSE, SSE, and sun protection, and mediator measures of attitudes and beliefs before and after the intervention. The primary aim is to evaluate the impact of the Young Melanoma Family Facebook intervention versus the Melanoma Family Healthy Lifestyle Facebook intervention on CSE, SSE frequency and comprehensiveness, and sun protection among FDRs. The secondary aims examine the efficacy of the Young Melanoma Family Facebook intervention on survivors' SSE frequency and comprehensiveness and sun protection behaviors and mechanisms of intervention efficacy for intervention impact on FDR and survivor outcomes. The exploratory aim is to evaluate the efficacy of the 2 interventions on perceived stress, physical activity, and healthy eating. RESULTS This project was funded by the National Institutes of Health (R01CA221854). The project began in May 2018, and recruitment started in January 2019. We anticipate completing enrollment by November 2023. Power calculations recommended a sample size of 577 survivors and 577 FDRs. Multilevel modeling treating family as the upper-level sampling unit and individual as the lower-level sampling unit will be the primary data analytic approach. Fixed effect predictors in these models will include condition, role, sex, all 2- and 3-way interactions, and covariates. CONCLUSIONS The Young Melanoma Family Facebook intervention aims to improve primary and secondary skin cancer prevention for young-onset melanoma survivors and their family members. The intervention's delivery via a popular, freely available social media platform increases its impact because of the potential for dissemination in many contexts. If efficacious, this program could be disseminated by dermatologist practices, public health or nonprofit organizations focused on melanoma, and existing melanoma and skin cancer Facebook groups, thereby expanding its reach. This project will produce a content library of posts and a moderation guide for others. TRIAL REGISTRATION ClinicalTrials.gov NCT03677739; https://clinicaltrials.gov/ct2/show/NCT03677739. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/39640.
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Affiliation(s)
| | | | - Susan Peterson
- Department of Behavioral Science, Division of Cancer Prevention and Population Sciences, MD Anderson Cancer Center, The University of Texas, San Antonio, TX, United States
| | - Carolyn Heckman
- Behavioral Sciences, Rutgers Cancer Institute of New Jersey, Rutgers, The State University of New Jersey, New Brunswick, NJ, United States
| | - Deborah Kashy
- College of Social Science, Department of Psychology, Michigan State University, East Lansing, MI, United States
| | - Adam Berger
- Division of Surgical Oncology, Department of Surgery, Robert Wood Johnson Medical School, Rutgers, The State University of New Jersey, New Brunswick, NJ, United States
| | - Christina Studts
- Pediatrics - General Pediatrics, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Rosalyn Negrón
- College of Liberal Arts, University of Massachusetts Boston, Boston, MA, United States
| | | | - Lisa Paddock
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, United States
| | - Joseph Gallo
- Hackensack Meridian Jersey Shore Medical Center, Hackensack Meridian Health, Neptune City, NJ, United States
| | - Alexandria Kulik
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, United States
| | - Sara Frederick
- Behavioral Sciences, Rutgers Cancer Institute of New Jersey, Rutgers, The State University of New Jersey, New Brunswick, NJ, United States
| | - Morgan Pesanelli
- School of Public Health, Rutgers, The State University of New Jersey, New Brunswick, NJ, United States
| | - Mara Domider
- Behavioral Sciences, Rutgers Cancer Institute of New Jersey, Rutgers, The State University of New Jersey, New Brunswick, NJ, United States
| | - Marissa Grosso
- Behavioral Sciences, Rutgers Cancer Institute of New Jersey, Rutgers, The State University of New Jersey, New Brunswick, NJ, United States
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Lopez-Olivo MA, Foreman JT, Leung C, Lin HY, Westrich-Robertson T, Hofstetter C, des Bordes JKA, Lyddiatt A, Leong A, Willcockson IU, Peterson SK, Suarez-Almazor ME. A randomized controlled trial evaluating the effects of social networking on chronic disease management in rheumatoid arthritis. Semin Arthritis Rheum 2022; 56:152072. [PMID: 35872394 PMCID: PMC9862615 DOI: 10.1016/j.semarthrit.2022.152072] [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: 03/22/2022] [Revised: 06/25/2022] [Accepted: 07/14/2022] [Indexed: 01/25/2023]
Abstract
OBJECTIVE Social networking has been shown to improve health outcomes in certain patient populations. While patients with rheumatoid arthritis (RA) increasingly use social networking to communicate with peers, the effects of these interactions are largely unknown. METHODS In a randomized controlled trial, we compared RA patients who participated in a social networking group moderated by peer leaders and who had access to a static website offering RA materials with a control group, who only had access to the website. The primary outcomes were patients' RA knowledge, self-efficacy and empowerment. Secondary outcomes included participation in desired health behaviors, and satisfaction with peer support, among others. Follow-up assessments were conducted at 3 and 6 months. Participants who never signed in were excluded from the primary analysis. RESULTS 105 participants were randomized to each group. Mean age was 52 (±12.4) and 92.4% were females. Knowledge scores improved in both groups, but only in the control group the differences observed at 3 and 6 months were significant (p≤0.02). Self-efficacy scores also improved in both groups, but only the differences observed at 6 months in the Facebook group were significant (p=0.02). When comparing groups, at 3 months the knowledge improvements observed in the control group were greater compared with those observed in the Facebook group (mean difference 0.4 versus 0.1; respectively, p=0.03). No other differences were observed in secondary outcomes between the 2 groups, except in peer support satisfaction. The Facebook® group reported greater peer support satisfaction in 3 out 5 subscales compared with the control group (p≤0.04). CONCLUSION Peer support satisfaction was higher in participants using an online social network, but this was not translated into greater disease knowledge or empowerment.
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Affiliation(s)
- Maria A Lopez-Olivo
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Jessica T Foreman
- Department of General Internal Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Cheuk Leung
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Heather Y Lin
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | | | | | - Jude K A des Bordes
- Department of Family Medicine, McGovern Medical School, Houston, TX, United States
| | - Anne Lyddiatt
- Musculoskeletal Group, Cochrane Collaboration, Ontario, Canada
| | - Amye Leong
- Healthy Motivation and the Global Alliance for Musculoskeletal Health of the Bone and Joint Decade, Santa Barbara, CA, United States
| | - Irmgard U Willcockson
- School of Biomedical Informatics, University of Texas Health Science Center, Houston, TX, United States
| | - Susan K Peterson
- Department of Behavioral Science, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Maria E Suarez-Almazor
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, United States; Department of General Internal Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, United States.
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Santiago-Torres M, Mull KE, Sullivan BM, Zvolensky MJ, Kahler CW, Bricker JB. Efficacy of smartphone applications for smoking cessation in heavy-drinking adults: Secondary analysis of the iCanQuit randomized trial. Addict Behav 2022; 132:107377. [PMID: 35662050 DOI: 10.1016/j.addbeh.2022.107377] [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: 11/24/2021] [Revised: 04/25/2022] [Accepted: 05/20/2022] [Indexed: 11/30/2022]
Abstract
INTRODUCTION Efficacious smoking cessation treatments are needed for heavy-drinking adults who often have difficulty quitting smoking. In a secondary analysis of a parent randomized controlled trial, we explored the efficacy of an Acceptance and Commitment Therapy (ACT)-based smartphone application (iCanQuit) versus a US Clinical Practice Guidelines (USCPG)-based smartphone application (QuitGuide) for smoking cessation among heavy-drinking participants (4 + drinks/day for women; 5 + drinks/day for men). METHODS Participants were randomized to receive iCanQuit (n = 188) or QuitGuide (n = 160) for 12-months. Smoking cessation outcomes were measured at 3, 6 and 12-months. The primary outcome was self-reported complete-case 30-day point prevalence abstinence (PPA) at 12-months. Secondary outcomes were 7-day PPA at all timepoints; prolonged abstinence; and cessation of all nicotine-containing products at 12-months. Multiple imputation and missing-as-smoking analyses were also conducted. Exploratory outcomes were cessation of both smoking and heavy drinking and change in alcohol use (drinks/day) at 12-months. Treatment engagement and satisfaction and change in ACT-based processes were compared between arms. RESULTS Retention rate was 85% at 12-months and did not differ by arm. At 12-months, iCanQuit participants had nearly double the odds of smoking cessation compared to QuitGuide (complete-case 30-day PPA = 24% vs. 15%; OR = 1.87 95% CI: 1.03, 3.42). Findings were similar for the multiple imputation and missing-as-smoking outcomes at 12-months. Combined cessation of smoking and heavy drinking, and alcohol use at 12-months did not differ by arm. iCanQuit was significantly more engaging and satisfying than QuitGuide. Increased acceptance of thoughts about smoking mediated the effect of treatment on cessation of heavy drinking at 12-months. CONCLUSIONS The iCanQuit smartphone application was more efficacious and engaging for smoking cessation among heavy-drinking adults than a USCPG-based smartphone application.
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Affiliation(s)
- Margarita Santiago-Torres
- Fred Hutchinson Cancer Research Center, Division of Public Health Sciences, 1100 Fairview Avenue N, Seattle, WA 98109, USA.
| | - Kristin E Mull
- Fred Hutchinson Cancer Research Center, Division of Public Health Sciences, 1100 Fairview Avenue N, Seattle, WA 98109, USA
| | - Brianna M Sullivan
- Fred Hutchinson Cancer Research Center, Division of Public Health Sciences, 1100 Fairview Avenue N, Seattle, WA 98109, USA
| | - Michael J Zvolensky
- University of Houston, Department of Psychology, 3695 Cullen Blvd., Room 126, Houston TX 77204, USA; University of Houston, HEALTH Institutive, 4849 Calhoun Rd., Houston, TX 77204, USA; University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd., Houston, TX 77030, USA
| | - Christopher W Kahler
- Department of Behavioral and Social Sciences, Center for Alcohol and Addiction Studies, Brown University School of Public Health, 121 S Main St, Providence, RI 02903, USA
| | - Jonathan B Bricker
- Fred Hutchinson Cancer Research Center, Division of Public Health Sciences, 1100 Fairview Avenue N, Seattle, WA 98109, USA; University of Washington, Department of Psychology, Box 351525, Seattle, WA 98195, USA
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Harrison A, Folk J, Rodriguez C, Wallace A, Tolou-Shams M. Using Social Media to Engage Justice-Involved Young Adults in Digital Health Interventions for Substance Use: A Pilot Feasibility Study (Preprint). JMIR Form Res 2022; 6:e37609. [DOI: 10.2196/37609] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 09/30/2022] [Accepted: 10/13/2022] [Indexed: 11/07/2022] Open
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11
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Yonek JC, Meacham MC, Shumway M, Tolou-Shams M, Satre DD. Smoking reduction is associated with lower alcohol consumption and depressive symptoms among young adults over one year. Drug Alcohol Depend 2021; 227:108922. [PMID: 34364192 PMCID: PMC8906192 DOI: 10.1016/j.drugalcdep.2021.108922] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Revised: 06/22/2021] [Accepted: 07/06/2021] [Indexed: 11/24/2022]
Abstract
BACKGROUND This secondary analysis examined whether smoking reduction among young adults participating in a Facebook-based smoking cessation intervention study was associated with corresponding reductions in alcohol consumption and depressive symptoms. METHODS Participants were young adults who smoked and engaged in heavy episodic drinking (HED). Alcohol consumption (AUDIT-C, days of HED), depressive symptoms (PHQ-2), and past-month cigarettes per day (CPD) were self-reported at baseline and 12 months (N = 150). Linear regression estimated the relationship between the mean change in CPD and mean changes in alcohol consumption and depressive symptoms. RESULTS CPD, alcohol consumption, and depressive symptoms decreased significantly between baseline and 12 months. The adjusted mean reduction in CPD was significantly associated with mean reductions in AUDIT-C (Beta [β] = 0.09, 95 % confidence interval [CI] = 0.04-0.14), days of HED (β = 0.17, 95 % CI = 0.04-0.29) and PHQ-2 (β = 0.05, 95 % CI = 0.01-0.08). Smoking abstinence (n = 48) was associated with a significantly larger mean reduction in AUDIT-C compared to a ≥50 % reduction (n = 45) (-2.9 vs -1.7 points, p = 0.03) or <50 % reduction in CPD (n = 57) (-2.9 vs -1.1 points, p < 0.01). The mean reduction in AUDIT-C did not differ between a ≥50 % reduction and <50 % reduction in CPD (-1.7 vs.-1.1 points, p = 0.18). Mean reductions in days of HED and the PHQ-2 did not differ according to the level of reduction in CPD. CONCLUSION Smoking reduction was associated with reductions in alcohol consumption and depressive symptoms. Reductions appeared to be greater for those who achieved abstinence compared to a reduction in smoking.
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Affiliation(s)
- Juliet C. Yonek
- Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, University of California at San Francisco, 401 Parnassus Ave, San Francisco, CA 94143, USA,Zuckerberg San Francisco General Hospital and Trauma Center, 1001 Potrero Avenue, San Francisco, CA 94110, USA,Corresponding author at: Zuckerberg San Francisco General Hospital and Trauma Center, 1001 Potrero Avenue, Building 5, 7M15, San Francisco, CA 94110, USA. (J.C. Yonek)
| | - Meredith C. Meacham
- Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, University of California at San Francisco, 401 Parnassus Ave, San Francisco, CA 94143, USA
| | - Martha Shumway
- Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, University of California at San Francisco, 401 Parnassus Ave, San Francisco, CA 94143, USA; Zuckerberg San Francisco General Hospital and Trauma Center, 1001 Potrero Avenue, San Francisco, CA 94110, USA.
| | - Marina Tolou-Shams
- Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, University of California at San Francisco, 401 Parnassus Ave, San Francisco, CA 94143, USA; Zuckerberg San Francisco General Hospital and Trauma Center, 1001 Potrero Avenue, San Francisco, CA 94110, USA.
| | - Derek D. Satre
- Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, University of California at San Francisco, 401 Parnassus Ave, San Francisco, CA 94143, USA,Division of Research, Kaiser Permanente Northern California Region, 2000 Broadway, Oakland, CA 94612, USA
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12
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Meacham MC, Vogel EA, Thrul J, Ramo DE, Satre DD. Addressing cigarette smoking cessation treatment challenges during the COVID-19 pandemic with social media. J Subst Abuse Treat 2021; 129:108379. [PMID: 34080550 PMCID: PMC7982643 DOI: 10.1016/j.jsat.2021.108379] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Revised: 02/07/2021] [Accepted: 03/17/2021] [Indexed: 11/26/2022]
Abstract
This commentary reviews barriers to smoking cessation during the COVID-19 pandemic and the potential of social media-based smoking cessation programs. Several published randomized controlled trials are summarized and future directions for designing and evaluating social media-based smoking cessation programs are described.
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Affiliation(s)
- Meredith C Meacham
- Department of Psychiatry & Behavioral Sciences and Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, United States of America.
| | - Erin A Vogel
- Stanford Prevention Research Center, Department of Medicine, Stanford University, Stanford, CA, United States of America
| | - Johannes Thrul
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States of America
| | - Danielle E Ramo
- Department of Psychiatry & Behavioral Sciences and Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, United States of America; Hopelab, San Francisco, CA, United States of America
| | - Derek D Satre
- Department of Psychiatry & Behavioral Sciences and Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, United States of America; Division of Research, Kaiser Permanente Northern California Region, Oakland, CA, United States of America
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