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Yip YY, Makmor-Bakry M, Chong WW. Elements Influencing User Engagement in Social Media Posts on Lifestyle Risk Factors: Systematic Review. J Med Internet Res 2024; 26:e59742. [PMID: 39576982 PMCID: PMC11624458 DOI: 10.2196/59742] [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: 04/26/2024] [Revised: 07/15/2024] [Accepted: 08/26/2024] [Indexed: 11/24/2024] Open
Abstract
BACKGROUND The high prevalence of noncommunicable diseases and the growing importance of social media have prompted health care professionals (HCPs) to use social media to deliver health information aimed at reducing lifestyle risk factors. Previous studies have acknowledged that the identification of elements that influence user engagement metrics could help HCPs in creating engaging posts toward effective health promotion on social media. Nevertheless, few studies have attempted to comprehensively identify a list of elements in social media posts that could influence user engagement metrics. OBJECTIVE This systematic review aimed to identify elements influencing user engagement metrics in social media posts by HCPs aimed to reduce lifestyle risk factors. METHODS Relevant studies in English, published between January 2006 and June 2023 were identified from MEDLINE or OVID, Scopus, Web of Science, and CINAHL databases. Included studies were those that examined social media posts by HCPs aimed at reducing the 4 key lifestyle risk factors. Additionally, the studies also outlined elements in social media posts that influenced user engagement metrics. The titles, abstracts, and full papers were screened and reviewed for eligibility. Following data extraction, narrative synthesis was performed. All investigated elements in the included studies were categorized. The elements in social media posts that influenced user engagement metrics were identified. RESULTS A total of 19 studies were included in this review. Investigated elements were grouped into 9 categories, with 35 elements found to influence user engagement. The 3 predominant categories of elements influencing user engagement were communication using supportive or emotive elements, communication aimed toward behavioral changes, and the appearance of posts. In contrast, the source of post content, social media platform, and timing of post had less than 3 studies with elements influencing user engagement. CONCLUSIONS Findings demonstrated that supportive or emotive communication toward behavioral changes and post appearance could increase postlevel interactions, indicating a favorable response from the users toward posts made by HCPs. As social media continues to evolve, these elements should be constantly evaluated through further research.
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Affiliation(s)
- Yan Yee Yip
- Centre for Quality Management of Medicines, Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
- Centre for Clinical Epidemiology, Institute for Clinical Research, National Institutes of Health, Shah Alam, Selangor Darul Ehsan, Malaysia
| | - Mohd Makmor-Bakry
- Centre for Quality Management of Medicines, Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
| | - Wei Wen Chong
- Centre for Quality Management of Medicines, Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
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Moecke DP, Holyk T, Beckett M, Chopra S, Petlitsyna P, Girt M, Kirkham A, Kamurasi I, Turner J, Sneddon D, Friesen M, McDonald I, Denson-Camp N, Crosbie S, Camp PG. Scoping review of telehealth use by Indigenous populations from Australia, Canada, New Zealand, and the United States. J Telemed Telecare 2024; 30:1398-1416. [PMID: 36911983 PMCID: PMC11411853 DOI: 10.1177/1357633x231158835] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Accepted: 01/23/2023] [Indexed: 03/14/2023]
Abstract
INTRODUCTION Telehealth has the potential to address health disparities experienced by Indigenous people, especially in remote areas. This scoping review aims to map and characterize the existing evidence on telehealth use by Indigenous people and explore the key concepts for effective use, cultural safety, and building therapeutic relationships. METHODS A search for published and gray literature, written in English, and published between 2000 and 2022 was completed in 17 electronic databases. Two reviewers independently screened retrieved records for eligibility. For included articles, data were extracted, categorized, and analyzed. Synthesis of findings was performed narratively. RESULTS A total of 321 studies were included. The most popular type of telehealth used was mHealth (44%), and the most common health focuses of the telehealth interventions were mental health (26%) and diabetes/diabetic retinopathy (13%). Frequently described barriers to effective telehealth use included concerns about privacy/confidentiality and limited internet availability; meanwhile, telehealth-usage facilitators included cultural relevance and community engagement. Although working in collaboration with Indigenous communities was the most frequently reported way to achieve cultural safety, 40% of the studies did not report Indigenous involvement. Finally, difficulty to establish trusting therapeutic relationships was a major concern raised about telehealth, and evidence suggests that having the first visit-in-person is a potential way to address this issue. CONCLUSION This comprehensive review identified critical factors to guide the development of culturally-informed telehealth services to meet the needs of Indigenous people and to achieve equitable access and positive health outcomes.
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Affiliation(s)
- Débora Petry Moecke
- University of British Columbia (UBC), Vancouver, Canada
- Faculty of Medicine, University of British Columbia, Vancouver, Canada
| | - Travis Holyk
- Carrier Sekani Family Services, Prince George, Canada
| | - Madelaine Beckett
- University of British Columbia (UBC), Vancouver, Canada
- Faculty of Medicine, University of British Columbia, Vancouver, Canada
| | - Sunaina Chopra
- University of British Columbia (UBC), Vancouver, Canada
- Faculty of Medicine, University of British Columbia, Vancouver, Canada
| | | | - Mirha Girt
- Faculty of Medicine, University of Queensland, Brisbane, Australia
| | | | - Ivan Kamurasi
- University of British Columbia (UBC), Vancouver, Canada
- Faculty of Medicine, University of British Columbia, Vancouver, Canada
| | - Justin Turner
- University of British Columbia (UBC), Vancouver, Canada
- Faculty of Medicine, University of British Columbia, Vancouver, Canada
| | - Donovan Sneddon
- University of British Columbia (UBC), Vancouver, Canada
- Faculty of Medicine, University of British Columbia, Vancouver, Canada
| | | | - Ian McDonald
- University of British Columbia (UBC), Vancouver, Canada
| | | | | | - Pat G Camp
- University of British Columbia (UBC), Vancouver, Canada
- Faculty of Medicine, University of British Columbia, Vancouver, Canada
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Sultana M, Nichols M, Jacobs J, Karacabeyli D, Allender S, Novotny R, Brown V. The range of outcomes and outcome measurement instruments collected in multisectoral community-based obesity prevention interventions in children: A systematic review. Obes Rev 2024; 25:e13731. [PMID: 38432682 DOI: 10.1111/obr.13731] [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: 04/05/2023] [Revised: 01/14/2024] [Accepted: 02/12/2024] [Indexed: 03/05/2024]
Abstract
Multicomponent and multisectoral community-based interventions (CBIs) have proven potential in preventing overweight and obesity in children. Synthesizing evidence on the outcomes collected and reported in such CBIs is critical for the evidence of effectiveness and cost-effectiveness. This systematic review aimed to identify the range of outcomes and outcome measurement instruments collected and reported in multisectoral and multicomponent CBIs for obesity prevention in children. A systematic search updated an existing review and extended the search to 11 academic databases (2017-2023) and gray literature. Outcomes were classified into outcome domains, and common measurement instruments were summarized. Seventeen outcome domains from 140 unique outcomes were identified from 45 included interventions reported in 120 studies. The most frequently collected outcome domains included anthropometry and body composition (91% of included interventions), physical activity (84%), dietary intake (71%), environmental (71%), and sedentary behavior (62%). The most frequently collected outcomes from each of these domains included body mass index (89%), physical activity (73%), fruit and vegetable intake (58%), school environment (42%), and screen time (58%). Outcome measurement instruments varied, particularly for behavioral outcomes. Standardization of reported outcomes and measurement instruments is recommended to facilitate data harmonization and support quantifying broader benefits of CBIs for obesity prevention.
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Affiliation(s)
- Marufa Sultana
- Deakin Health Economics, Institute for Health Transformation, School of Health and Social Development, Deakin University, Geelong, Victoria, Australia
- Global Centre for Preventive Health and Nutrition (GLOBE), Institute for Health Transformation, School of Health and Social Development, Deakin University, Geelong, Victoria, Australia
| | - Melanie Nichols
- Global Centre for Preventive Health and Nutrition (GLOBE), Institute for Health Transformation, School of Health and Social Development, Deakin University, Geelong, Victoria, Australia
| | - Jane Jacobs
- Global Centre for Preventive Health and Nutrition (GLOBE), Institute for Health Transformation, School of Health and Social Development, Deakin University, Geelong, Victoria, Australia
| | - Derin Karacabeyli
- Division of Rheumatology, Department of Medicine, University of British Columbia, Vancouver, Canada
| | - Steven Allender
- Global Centre for Preventive Health and Nutrition (GLOBE), Institute for Health Transformation, School of Health and Social Development, Deakin University, Geelong, Victoria, Australia
| | - Rachel Novotny
- Department of Human Nutrition, Food and Animal Sciences, University of Hawaii at Manoa, Honolulu, Hawaii, USA
| | - Vicki Brown
- Deakin Health Economics, Institute for Health Transformation, School of Health and Social Development, Deakin University, Geelong, Victoria, Australia
- Global Centre for Preventive Health and Nutrition (GLOBE), Institute for Health Transformation, School of Health and Social Development, Deakin University, Geelong, Victoria, Australia
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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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Strobel NA, Chamberlain C, Campbell SK, Shields L, Bainbridge RG, Adams C, Edmond KM, Marriott R, McCalman J. Family-centred interventions for Indigenous early childhood well-being by primary healthcare services. Cochrane Database Syst Rev 2022; 12:CD012463. [PMID: 36511823 PMCID: PMC9746601 DOI: 10.1002/14651858.cd012463.pub2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND Primary healthcare, particularly Indigenous-led services, are well placed to deliver services that reflect the needs of Indigenous children and their families. Important characteristics identified by families for primary health care include services that support families, accommodate sociocultural needs, recognise extended family child-rearing practices, and Indigenous ways of knowing and doing business. Indigenous family-centred care interventions have been developed and implemented within primary healthcare services to plan, implement, and support the care of children, immediate and extended family and the home environment. The delivery of family-centred interventions can be through environmental, communication, educational, counselling, and family support approaches. OBJECTIVES To evaluate the benefits and harms of family-centred interventions delivered by primary healthcare services in Canada, Australia, New Zealand, and the USA on a range of physical, psychosocial, and behavioural outcomes of Indigenous children (aged from conception to less than five years), parents, and families. SEARCH METHODS We used standard, extensive Cochrane search methods. The latest search date was 22 September 2021. SELECTION CRITERIA We included randomised controlled trials (RCTs), cluster RCTs, quasi-RCTs, controlled before-after studies, and interrupted time series of family-centred care interventions that included Indigenous children aged less than five years from Canada, Australia, New Zealand, and the USA. Interventions were included if they met the assessment criteria for family-centred interventions and were delivered in primary health care. Comparison interventions could include usual maternal and child health care or one form of family-centred intervention versus another. DATA COLLECTION AND ANALYSIS We used standard Cochrane methods. Our primary outcomes were 1. overall health and well-being, 2. psychological health and emotional behaviour of children, 3. physical health and developmental health outcomes of children, 4. family health-enhancing lifestyle or behaviour outcomes, 5. psychological health of parent/carer. 6. adverse events or harms. Our secondary outcomes were 7. parenting knowledge and awareness, 8. family evaluation of care, 9. service access and utilisation, 10. family-centredness of consultation processes, and 11. economic costs and outcomes associated with the interventions. We used GRADE to assess the certainty of the evidence for our primary outcomes. MAIN RESULTS We included nine RCTs and two cluster-RCTs that investigated the effect of family-centred care interventions delivered by primary healthcare services for Indigenous early child well-being. There were 1270 mother-child dyads and 1924 children aged less than five years recruited. Seven studies were from the USA, two from New Zealand, one from Canada, and one delivered in both Australia and New Zealand. The focus of interventions varied and included three studies focused on early childhood caries; three on childhood obesity; two on child behavioural problems; and one each on negative parenting patterns, child acute respiratory illness, and sudden unexpected death in infancy. Family-centred education was the most common type of intervention delivered. Three studies compared family-centred care to usual care and seven studies provided some 'minimal' intervention to families such as education in the form of pamphlets or newsletters. One study provided a minimal intervention during the child's first 24 months and then the family-centred care intervention for one year. No studies had low or unclear risk of bias across all domains. All studies had a high risk of bias for the blinding of participants and personnel domain. Family-centred care may improve overall health and well-being of Indigenous children and their families, but the evidence was very uncertain. The pooled effect estimate from 11 studies suggests that family-centred care improved the overall health and well-being of Indigenous children and their families compared no family-centred care (standardised mean difference (SMD) 0.14, 95% confidence interval (CI) 0.03 to 0.24; 2386 participants). We are very uncertain whether family-centred care compared to no family-centred care improves the psychological health and emotional behaviour of children as measured by the Infant Toddler Social Emotional Assessment (ITSEA) (Competence domain) (mean difference (MD) 0.04, 95% CI -0.03 to 0.11; 2 studies, 384 participants). We assessed the evidence as being very uncertain about the effect of family-centred care on physical health and developmental health outcomes of children. Pooled data from eight trials on physical health and developmental outcomes found there was little to no difference between the intervention and the control groups (SMD 0.13, 95% CI -0.00 to 0.26; 1961 participants). The evidence is also very unclear whether family-centred care improved family-enhancing lifestyle and behaviours outcomes. Nine studies measured family health-enhancing lifestyle and behaviours and pooled analysis found there was little to no difference between groups (SMD 0.16, 95% CI -0.06 to 0.39; 1969 participants; very low-certainty evidence). There was very low-certainty evidence of little to no difference for the psychological health of parents and carers when they participated in family-centred care compared to any control group (SMD 0.10, 95% CI -0.03 to 0.22; 5 studies, 975 parents/carers). Two studies stated that there were no adverse events as a result of the intervention. No additional data were provided. No studies reported from the health service providers perspective or on outcomes for family's evaluation of care or family-centredness of consultation processes. AUTHORS' CONCLUSIONS There is some evidence to suggest that family-centred care delivered by primary healthcare services improves the overall health and well-being of Indigenous children, parents, and families. However, due to lack of data, there was not enough evidence to determine whether specific outcomes such as child health and development improved as a result of family-centred interventions. Seven of the 11 studies delivered family-centred education interventions. Seven studies were from the USA and centred on two particular trials, the 'Healthy Children, Strong Families' and 'Family Spirit' trials. As the evidence is very low certainty for all outcomes, further high-quality trials are needed to provide robust evidence for the use of family-centred care interventions for Indigenous children aged less than five years.
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Affiliation(s)
- Natalie A Strobel
- Kurongkurl Katitjin, Edith Cowan University, Mount Lawley, Australia
- Medical School, The University of Western Australia, Perth, Australia
| | - Catherine Chamberlain
- Melbourne School of Population and Global Health, University of Melbourne, Carlton, Australia
| | - Sandra K Campbell
- College of Nursing & Midwifery, Charles Darwin University, Darwin, Australia
| | - Linda Shields
- Faculty of Medicine, The University of Queensland, Brisbane, Australia
- School of Nursing, Midwifery and Paramedicine, University of the Sunshine Coast, Sunshine Coast, Australia
| | - Roxanne G Bainbridge
- School of Human Health and Social Sciences, Central Queensland University, Cairns, Australia
| | - Claire Adams
- Kurongkurl Katitjin, Edith Cowan University, Mount Lawley, Australia
| | - Karen M Edmond
- Department of Women and Children's Health, King's College London, London, UK
| | - Rhonda Marriott
- Ngangk Yira Research Centre for Aboriginal Health and Social Equity, Murdoch University, Murdoch, Australia
| | - Janya McCalman
- School of Human Health and Social Sciences, Central Queensland University, Cairns, Australia
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Wrobel J, Silvasstar J, Peterson R, Sumbundu K, Kelley A, Stephens D, Craig Rushing S, Bull S. Text Messaging Intervention for Mental Wellness in American Indian and Alaska Native Teens and Young Adults (BRAVE Study): Analysis of User Engagement Patterns. JMIR Form Res 2022; 6:e32138. [PMID: 35212633 PMCID: PMC8917435 DOI: 10.2196/32138] [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: 07/15/2021] [Revised: 10/01/2021] [Accepted: 11/22/2021] [Indexed: 11/13/2022] Open
Abstract
Background Many American Indian and Alaska Native (AI/AN or Native) communities express concern about high rates of suicide and poor mental health. Technology-based health interventions that nurture resilience, coping skills, connectedness, and help-seeking skills may be an effective strategy for promoting health and wellbeing among AI/AN youth. The Northwest Portland Area Indian Health Board designed the BRAVE intervention for AI/AN youth. BRAVE is delivered via SMS text messaging and includes role model videos, mental wellness strategies, links to culturally relevant resources, and social support from family and friends. Objective The aim of this study is to explore system data from the BRAVE intervention to determine patterns of user engagement and differences in psychosocial outcomes based on the number of clicks on BRAVE content. Methods The BRAVE study included 1030 AI/AN teens and young adults nationwide (15 to 24 years old). The message series in the BRAVE and STEM study arms included 3 to 5 SMS text messages per week, featuring 1 role model video and 1 image per week. Messages were sent out via Mobile Commons (Upland Software Inc), a mobile messaging provider that supports text, picture, and video SMS. Results Of the 509 participants in the original BRAVE analysis, 270 had sufficient data to analyze user engagement, with at least 1 trackable click on a study SMS text message. Of the 270, 184 (68.1%) were female, 50 (18.5%) were male, and 36 (13.3%) selected another gender category. The average participant was 20.6 years old, with a minimum and maximum age of 15 and 26 years. Most participants had relatively low engagement measured by the number of clicks (median 2; mean 3.4), although others clicked message content as many as 49 times. Users engaged most frequently with the YouTube-based content (viewing 1 of 7 role model videos), with 64.8% (175/270) of total clicks coming from the role model videos, and earlier episodes receiving the highest number of clicks. Most baseline psychosocial measures were not significantly associated with the number of links clicked. However, help-seeking behavior was highly significant (P<.001), with a rate ratio of 0.82 (0.73, 0.92), indicating that each 1-unit increase in help-seeking score at baseline was associated with an 18% decrease in the expected number of study content clicks. Conclusions This is the first study to set initial standards for assessing user engagement in an mHealth intervention. Our work underscores the feasibility of exploring the impact of engagement on intended outcomes, allowing for more precise exploration of the dose-response relationship that may be realized through these low-touch interventions that offer promising potential for reaching high numbers of program participants. Trial Registration ClinicalTrials.gov NCT04979481; https://clinicaltrials.gov/ct2/show/NCT04979481
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Affiliation(s)
- Julia Wrobel
- Colorado School of Public Health, University of Colorado, Aurora, CO, United States
| | - Joshva Silvasstar
- Colorado School of Public Health, University of Colorado, Aurora, CO, United States
| | - Roger Peterson
- Northwest Portland Area Indian Health Board, Portland, OR, United States
| | - Kanku Sumbundu
- Colorado School of Public Health, University of Colorado, Aurora, CO, United States
| | - Allyson Kelley
- Allyson Kelley and Associates PLLC, Sisters, OR, United States
| | - David Stephens
- Northwest Portland Area Indian Health Board, Portland, OR, United States
| | | | - Sheana Bull
- Colorado School of Public Health, University of Colorado, Aurora, CO, United States
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