ReviewJMIR mHealth and uHealth2018
mHealth Technology Use and Implications in Historically Underserved and Minority Populations in the United States: Systematic Literature Review.
Review in JMIR mHealth and uHealth, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04480255 (NICU2HOME+), which is not on this map. Cited by 171 papers, 12 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
NICU2HOME+: Supporting Illinois Families of Premature Infants With Smartphone Technology
Who cites it
171 citing papers in PubMed, 12 syntheses or guidelines pooled it, 298 citations in OpenAlex.
- A conceptual framework and umbrella review of digital health technology interventions and health equity.BMC health services research · 2025Pooled it
- The transformative power of mHealth apps: empowering patients with obesity and diabetes - a narrative review.Journal of medicine and life · 2024Pooled it
- Representation of marginalised populations in digital surveillance for notifiable conditions in Australia: a systematic review.Perspectives in public health · 2024Pooled it
- Mobile Application's Effect on Patient Satisfaction and Compliance in Total Joint Arthroplasty: A Systematic Review and Meta-analysis.Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews · 2023Pooled it
- Developing Culturally Tailored mHealth Tools to Address Sexual and Reproductive Health Outcomes Among Black and Latina Women: A Systematic Review.Health promotion practice · 2022Pooled it
- The Efficacy of Health Information Technology in Supporting Health Equity for Black and Hispanic Patients With Chronic Diseases: Systematic Review.Journal of medical Internet research · 2022Pooled it
- Electronic Tools to Bridge the Language Gap in Health Care for People Who Have Migrated: Systematic Review.Journal of medical Internet research · 2021Pooled it
- Comprehensively addressing postpartum maternal health: a content and image review of commercially available mobile health apps.BMC pregnancy and childbirth · 2021Pooled it
- Mobile Apps for Dental Caries Prevention: Systematic Search and Quality Evaluation.JMIR mHealth and uHealth · 2021Pooled it
- Communication Technology Use by Caregivers of Adolescents With Mental Health Issues: Systematic Review.JMIR mHealth and uHealth · 2020Pooled it
- Health workers' perceptions and experiences of using mHealth technologies to deliver primary healthcare services: a qualitative evidence synthesis.The Cochrane database of systematic reviews · 2020Pooled it
- Digital interventions for parents of acutely ill children and their treatment-seeking behaviour: a systematic review.The British journal of general practice : the journal of the Royal College of General Practitioners · 2020Pooled it
- User Experience of a Web-Based Mobile Health App Supporting Low-Income Pregnant Individuals With Diabetes: Mixed Methods Study.JMIR human factors · 2026Trial
- Remote Monitoring Approaches to Reduce Readmissions After Infection and Sepsis: A Randomized Clinical Trial.JAMA network open · 2026Trial
- Impact of Ecological Momentary Assessment Participation on Short-Term Smoking Cessation: quitSTART Ecological Momentary Assessment Incentivization Randomized Trial.Journal of medical Internet research · 2025Trial
- The Impact of an Adaptive mHealth Intervention on Improving Patient-Provider Health Care Communication: Secondary Analysis of the DIAMANTE Trial.JMIR mHealth and uHealth · 2025Trial
- An exploratory study to understand how rurality status and demographic characteristics are associated with enrollment, engagement, and retention in a digital health intervention targeting the Appalachian region.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2025Trial
- Satisfaction and Usability of a Commercially Available Medication Adherence App (Medisafe) Among Medically Underserved Patients With Chronic Illnesses: Survey Study.JMIR human factors · 2025Trial
- Effects of a medication adherence app among medically underserved adults with chronic illness: a randomized controlled trial.Journal of behavioral medicine · 2024Trial
- Kids SIPsmartER reduces sugar-sweetened beverages among Appalachian middle-school students and their caregivers: a cluster randomized controlled trial.The international journal of behavioral nutrition and physical activity · 2024Trial
111 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe proportion of people in the United States who are members of at least two ethnic groups is projected to increase to 10% by the year 2050. This makes addressing health disparities and health inequities in minority populations increasingly more difficult. Minority populations, including those who classify themselves as African American and Hispanic, are using mobile phones to access health information via the internet more frequently than those who classify themselves as white, providing unique opportunities for those in public health and health education to reach these traditionally underserved populations using mobile health (mHealth) interventions.
objectiveThe objective of this review was to assess studies conducted in the United States that have used mHealth tools and strategies to develop and implement interventions in underserved populations. This review also examines the ways in which mHealth strategies are being employed in public health interventions to these priority population groups, as mobile phone capabilities include text messaging, mobile apps, internet access, emails, video streaming, social media, instant messaging, and more.
methodsA systematic literature review was conducted using key search phrases, the matrix method, and Preferred Reporting Items for Systematic Reviews and Meta-Analyses flowchart diagram to identify key studies conducted between the years of 2009-2016 in the United States. These studies were reviewed for their use of mHealth interventions in historically underserved and minority populations.
resultsA total of 16,270 articles were initially identified using key search phrases in three databases. Titles were reviewed and articles not meeting criteria were excluded, leaving 156 articles for further review. After additional review for relevance and inclusion criteria, 16 articles were qualified and analyzed.
conclusionsmHealth is a promising area of development for public health and health education. While successful research has been done using text messaging (short message service, SMS) and other mHealth strategies, there is a need for more research using mobile phones and tablet applications. This literature review demonstrates mHealth technology has the ability to increase prevention and health education in health disparate communities and concludes that more specified research is needed.
Indexed as
Identifiers
What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.