Evidence map›Paper›PMID 27095507›Full record

ArticleJMIR mHealth and uHealth2016

Assessing the Use of Mobile Health Technology by Patients: An Observational Study in Primary Care Clinics.

Veronica Ramirez, Emily Johnson, Cesar Gonzalez, Vanessa Ramirez, Barbara Rubino, Gina Rossetti

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in JMIR mHealth and uHealth, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06598436 (Achieving Chronic Care equiTy by leVeraging the Telehealth Ecosystem), which is not on this map. Cited by 61 papers.

0numbers the graph read from it
0cells of the map it votes in
61citing papers in PubMed
30.7field-weighted citation impact, top 1% of its field
1 · What the graph read from 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.

2 · The registry

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.

NCT06598436 narecruitingnot on this mapstarted 2024, after this paper: background citation

Achieving Chronic Care equiTy by leVeraging the Telehealth Ecosystem

TypeinterventionalSponsorUniversity of California, San FranciscoRan2024 to 2028Enrolled600ConditionsDiabetesArmsDigital Health Coaching (Patient-Level Intervention), Practice Facilitation (Clinic-Level Intervention)
3 · Its place in the literature

Who cites it

61 citing papers in PubMed, 112 citations in OpenAlex.

  1. Appraisal of international, patient-facing resources on heavy menstrual bleeding.International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics · 2026
    Article
  2. Article
  3. A Comparative Analysis of Physical and Mobile Phone Tracing in Clinical Trials in Lilongwe, Malawi.Malawi medical journal : the journal of Medical Association of Malawi · 2025
    Article
  4. Article
  5. Review
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Observational
  17. Article
  18. Article
  19. Article
  20. Article

1 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 1 institution in 1 country.

Veronica RamirezDepartment of Internal Medicine, Los Angeles County + University of Southern California Medical Center, Los Angeles, CA, United States. ramirezv@usc.edu.ORCID http://orcid.org/0000-0003-4126-6318
University of Southern California · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThere is significant potential for mobile health technology to improve health outcomes for patients with chronic diseases. However, there is a need for further development of mobile health technology that would help to improve the health of lower-income communities.

objectiveThe study objective was to assess mobile phone and app usage among a culturally diverse patient population, and to determine whether patients would be interested in using mobile health technology to help manage their chronic diseases.

methodsAn observational study was conducted with patients of the Internal Medicine resident primary care clinics of Los Angeles County and University of Southern California (LAC+USC) Medical Center. Self-reported information regarding demographics, current mobile phone usage, current mobile health app and social media usage, barriers to using mobile phones or mobile health apps, and interest in using a mobile health app was collected.

resultsNinety-one percent of patients owned a mobile phone, with 76% (169/223) of these reporting having a mobile phone with Internet capability. Fifty-seven percent of subjects used mobile apps on their mobile phones, and 32% (41/130) of these used mobile apps related to their health. Eighty-six percent (207/241) of respondents voiced interest in using a mobile app to improve their health, and 40% (88/221) stated they would use such an app daily. Patients stated they would find the mobile health app most useful for nutrition, exercise, and obtaining general information on medical conditions.

conclusionsDespite the fact that the majority of our primary care patients were of lower socioeconomic status, they utilized mobile phones with Internet and mobile app capabilities to a great extent. There was substantial interest among our patients in using mobile health technology to both manage chronic disease and improve overall health. Given that cultural, educational, and socioeconomic disparities strongly correlate with higher rates of chronic diseases such as obesity, diabetes and hypertension, access to culturally relevant mobile health tools may empower patients in these populations to improve health outcomes.

Indexed as

Mobile health applicationsmobile health technologytelemedicine

Identifiers

PMID27095507
PMCPMC4858592
OpenAlexW2339280460

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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 OpenQuestion graph.