ArticleJMIR formative research2023
A Mobile Intervention Designed Specifically for Older Adults With Frailty to Support Healthy Eating: Pilot Randomized Controlled Trial.
Article in JMIR formative research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05236712 (Pilot Clinical Trial for a Mobile Health Intervention to Support Healthful Dietary Choices in Older Person), which is not on this map. Cited by 11 papers.
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.
Pilot Clinical Trial for a Mobile Health Intervention to Support Healthful Dietary Choices in Older Person
Who cites it
11 citing papers in PubMed, 10 citations in OpenAlex.
- QR Code-Enabled Self-Access Lifestyle Education in Older People Living With HIV: Pragmatic Pilot Quasi-Experimental Pretest-Posttest Implementation Study.Journal of medical Internet research · 2026Article
- Personalized nutrition interventions using digital technologies for older adults: a scoping review.Clinical nutrition research · 2026Article
- The effect of digital health interventions in older adults with frailty: a systematic review and meta-analysis.International journal of nursing studies advances · 2026Review
- Perspectives of older adults with pre-frailty and frailty when engaging with an online nutrition educational resource: a qualitative study.BMC geriatrics · 2026Article
- Digital and Technology-Based Nutrition Interventions, Including Medically Tailored Meals (MTMs) for Older Adults in the U.S.-A Scoping Review.Nutrients · 2026Article
- Effectiveness of Nutritional Interventions in Pre-Frail or Frail Older Adults: A Scoping Review.Journal of clinical medicine · 2026Review
- Multidimensional determinants of active and healthy aging trajectories: a position paper from the Age-It Research Program.The journals of gerontology. Series B, Psychological sciences and social sciences · 2025Article
- Article
- Improving Gastrointestinal Health in the Elderly: Public Health Interventions.International journal of preventive medicine · 2025Article
- How Social Influence Promotes the Adoption of Mobile Health among Young Adults in China: A Systematic Analysis of Trust, Health Consciousness, and User Experience.Behavioral sciences (Basel, Switzerland) · 2024Article
- The impact of digitally-enabled interventions on frailty and other age-related outcomes - Systematic review and meta-analysis.Digital healthReview
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
Abstract
backgroundFrailty, a common geriatric syndrome, predisposes older adults to functional decline. No medications can alter frailty's trajectory, but nutritional interventions may aid in supporting independence.
objectiveThis paper presents a pilot randomized controlled trial to investigate the feasibility and efficacy of a mobile health intervention, "Olitor," designed to enhance adherence to the Mediterranean diet among older adults with frailty, requiring no external assistance.
methodsThe study sample consisted of 15 participants aged 66-77 (mean 70.5, SD 3.96) years randomized into intervention (n=8; 8 females; mean 72.4, SD 4.8 years) and control groups (n=7; 6 females, 1 male; mean 70.0, SD 3.9 years). The intervention involved a patient-facing mobile app called "Olitor" and a secure web-based administrative dashboard. Participants were instructed to use the app at least weekly for 3 months, which provided feedback on their food choices, personalized recipe recommendations, and an in-app messaging feature. Using Mann-Whitney tests to compare change scores and Hedges g statistics to estimate effect sizes, the primary efficacy outcomes were adherence to the Mediterranean diet score and insulin resistance measures. Secondary outcomes included retention as a measure of feasibility, engagement level and user app quality ratings for acceptability, and additional metrics to evaluate efficacy. Models were adjusted for multiple comparisons.
resultsThe findings demonstrated a significant improvement in the Mediterranean diet adherence score in the intervention group compared to the control (W=50.5; adjusted P=.04) with median change scores of 2 (IQR 2-4.25) and 0 (IQR -0.50 to 0.50), respectively. There was a small and insignificant reduction in homeostasis model assessment of insulin resistance measure (W=23; adjusted P=.85). Additionally, there were significant increases in legume intake (W=54; adjusted P<.01). The intervention's effect size was large for several outcomes, such as Mediterranean diet adherence (Hedges g=1.58; 95% CI 0.34-2.67) and vegetable intake (Hedges g=1.14; 95% CI 0.08-2.21). The retention rate was 100%. The app's overall quality rating was favorable with an average interaction time of 12 minutes weekly.
conclusionsThis pilot study revealed the potential of the mobile intervention "Olitor" in promoting healthier eating habits among older adults with frailty. It demonstrated high retention rates, significant improvement in adherence to the Mediterranean diet, and increased intake of recommended foods. Insulin resistance showed a minor nonsignificant improvement. Several secondary outcomes, such as lower extremity function and Mediterranean diet knowledge, had a large effect size. Although the app's behavior change features were similar to those of previous digital interventions, the distinctive focus on theory-informed mechanistic measures involved in behavioral change, such as self-regulation, self-efficacy, and expected negative outcomes, may have enhanced its potential. Further investigations in a more diverse and representative population, focusing on individuals with impaired insulin sensitivity, are warranted to validate these preliminary findings.
trial registrationClinicalTrials.gov NCT05236712; https://clinicaltrials.gov/study/NCT05236712.
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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.