ArticleJMIR mHealth and uHealth2017
Texting and Mobile Phone App Interventions for Improving Adherence to Preventive Behavior in Adolescents: A Systematic Review.
Article in JMIR mHealth and uHealth, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04458766 (The Use of Mobile Health Technology and Behavioral Economics to Encourage Adherence to Statins in Adolescents With Familial Hypercholesterolemia), which is not on this map. Cited by 133 papers, 22 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
The Use of Mobile Health Technology and Behavioral Economics to Encourage Adherence to Statins in Adolescents With Familial Hypercholesterolemia
Who cites it
133 citing papers in PubMed, 22 syntheses or guidelines pooled it.
- Social-emotional competencies and health-related outcomes of health promotion in upper secondary education: a scoping review of German-speaking countries.Frontiers in psychology · 2026Pooled it
- Pooled it
- Applying technology to promote sexual and reproductive health and prevent gender based violence for adolescents in low and middle-income countries: digital health strategies synthesis from an umbrella review.BMC health services research · 2022Pooled it
- Adherence to Iron Chelation Therapy among Adults with Thalassemia: A Systematic Review.Hemoglobin · 2022Pooled it
- Digital interventions in mental health: evidence syntheses and economic modelling.Health technology assessment (Winchester, England) · 2022Pooled it
- Effectiveness and Usability of Digital Tools to Support Dietary Self-Management of Gestational Diabetes Mellitus: A Systematic Review.Nutrients · 2021Pooled it
- Behavioral Theories and Motivational Features Underlying eHealth Interventions for Adolescent Antiretroviral Adherence: Systematic Review.JMIR mHealth and uHealth · 2021Pooled it
- Telemedicine in Malignant and Nonmalignant Hematology: Systematic Review of Pediatric and Adult Studies.JMIR mHealth and uHealth · 2021Pooled it
- Digital Health Strategies for Cervical Cancer Control in Low- and Middle-Income Countries: Systematic Review of Current Implementations and Gaps in Research.Journal of medical Internet research · 2021Pooled it
- Using mobile phones to improve young people sexual and reproductive health in low and middle-income countries: a systematic review to identify barriers, facilitators, and range of mHealth solutions.Reproductive health · 2021Pooled it
- Process evaluations of early childhood obesity prevention interventions delivered via telephone or text messages: a systematic review.The international journal of behavioral nutrition and physical activity · 2021Pooled it
- Does Digital Literacy Empower Adolescent Girls in Low- and Middle-Income Countries: A Systematic Review.Frontiers in public health · 2021Pooled it
- The Effect of Smartphone App-Based Interventions for Patients With Hypertension: Systematic Review and Meta-Analysis.JMIR mHealth and uHealth · 2020Pooled it
- Targeted client communication via mobile devices for improving sexual and reproductive health.The Cochrane database of systematic reviews · 2020Pooled it
- Habit Strength, Medication Adherence, and Habit-Based Mobile Health Interventions Across Chronic Medical Conditions: Systematic Review.Journal of medical Internet research · 2020Pooled it
- Educating Patients by Providing Timely Information Using Smartphone and Tablet Apps: Systematic Review.Journal of medical Internet research · 2020Pooled it
- Pooled it
- Communication around HPV vaccination for adolescents in low- and middle-income countries: a systematic scoping overview of systematic reviews.Systematic reviews · 2019Pooled it
- Computer and mobile technology interventions to promote medication adherence and disease management in people with thalassemia.The Cochrane database of systematic reviews · 2019Pooled it
- Mobile App-Based Health Promotion Programs: A Systematic Review of the Literature.International journal of environmental research and public health · 2018Pooled it
73 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
2 authors.
Funding
Abstract
backgroundMany preventable behaviors contribute to adolescent mortality and morbidity. Non-adherence to preventive measures represents a challenge and has been associated with worse health outcomes in this population. The widespread use of electronic communication technologies by adolescents, particularly the use of text messaging (short message service, SMS) and mobile phones, presents new opportunities to intervene on risk and preventive risk behavior, but little is known about their efficacy.
objectiveThis study aimed to systematically evaluate evidence for the efficacy of text messaging and mobile phone app interventions to improve adherence to preventive behavior among adolescents and describe intervention approaches to inform intervention development.
methodsThis review covers literature published between 1995 and 2015. Searches included PubMed, Embase, CENTRAL, PsycINFO, CINAHL, INSPEC, Web of Science, Google Scholar, and additional databases. The search strategy sought articles on text messaging and mobile phone apps combined with adherence or compliance, and adolescents and youth. An additional hand search of related themes in the Journal of Medical Internet Research was also conducted. Two reviewers independently screened titles and abstracts, assessed full-text articles, and extracted data from articles that met inclusion criteria. Included studies reflect original research-experimental or preexperimental designs with text messaging or mobile phone app interventions-targeting adherence to preventive behavior among adolescents (12-24 years old). The preferred reporting items of systematic reviews and meta-analyses (PRISMA) guidelines were followed for reporting results, and findings were critically appraised against the Oxford Centre for Evidence-based Medicine criteria.
resultsOf 1454 records, 19 met inclusion criteria, including text messaging (n=15) and mobile phone apps (n=4). Studies targeted clinic attendance, contraceptive use, oral health, physical activity and weight management, sun protection, human papillomavirus (HPV) vaccination, smoking cessation, and sexual health. Most studies were performed in the United States (47%, 9/19), included younger adolescents (63%, 12/19), and had sample size <100 (63%, 12/19). Although most studies were randomized controlled trials (RCTs; 58%, 11/19), only 5 followed an intent-to-treat analysis. Only 6 of 19 studies (32%) incorporated a theoretical framework in their design. Most studies reported good feasibility with high acceptability and satisfaction. About half of the included studies (42%, 8/19) demonstrated significant improvement in preventive behavior with moderate standardized mean differences. As early efforts in this field to establish feasibility and initial efficacy, most studies were low to moderate in quality. Studies varied in sample size and methods of preventive behavior adherence or outcome assessment, which prohibited performing a meta-analysis.
conclusionsDespite the promising feasibility and acceptability of text messaging and mobile phone apps in improving preventive behavior among adolescents, overall findings were modest in terms of efficacy. Further research evaluating the efficacy, effectiveness, and cost-effectiveness of these intervention approaches in promoting preventive behavior among adolescents is needed.
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