Are Mobile Apps Effective at Targeting Physical Activity or Malnutrition in Community-Dwelling Older Adults? A Systematic Review and Meta-Analysis.

  • Abstract
  • Literature Map
  • References
  • Similar Papers
Abstract
Translate article icon Translate Article Star icon
Take notes icon Take Notes

This systematic review aims to identify the effectiveness of digital health applications (apps) to increase physical activity (PA) or prevent malnutrition in community-dwelling older adults. Searches were conducted in June 2023 across seven electronic databases (MEDLINE, PsycINFO, Web of Science, Cumulative Index to Nursing and Allied Health Literature, Excerpta Medica database, Allied and Complementary Medicine Database, and Cochrane Central Register of Controlled Trials), and grey literature were searched via google scholar. Data from studies that met the inclusion criteria were extracted. Risk of bias was assessed, and the quality of evidence was evaluated using Grading of Recommendations Assessment, Development, and Evaluation. Meta-analyses were undertaken where appropriate using DerSimonian and Laird random-effects model (Stata version 16.1), or data were described narratively. Twenty-seven studies met the eligibility criteria, although 23 of these had low or unclear risk of bias. Twelve studies considered PA outcomes only, two studies considered nutritional outcomes only, and three studies considered both PA and nutritional components. A meta-analysis comprising six studies (818 participants) showed that those using a digital health app had a higher step count compared with participants in the control group (mean difference = 799, 95% CI [48.76, 1550.08]). Studies looking at nutritional outcomes aimed to increase protein intake or adherence to dietary patterns with mixed findings. Digital health apps have the potential to increase PA in community-dwelling older adults. Digital health app interventions that aim to reduce the risk of malnutrition in older adults is a relatively unexplored area with mixed findings, so more high-quality studies should be prioritized.

ReferencesShowing 10 of 84 papers
  • Cite Count Icon 60
  • 10.1016/s0197-2456(00)00079-9
Predictors of Adherence to Behavior Change Interventions in the Elderly
  • Sep 29, 2000
  • Controlled Clinical Trials
  • S.Nicole Culos-Reed + 4 more

  • Cite Count Icon 769
  • 10.1007/s12603-018-1139-9
International Clinical Practice Guidelines for Sarcopenia (ICFSR): Screening, Diagnosis and Management
  • Nov 22, 2018
  • The Journal of Nutrition, Health & Aging
  • Elsa Dent + 37 more

  • Open Access Icon
  • Cite Count Icon 449
  • 10.3390/ijerph18042023
Key Factors Associated with Adherence to Physical Exercise in Patients with Chronic Diseases and Older Adults: An Umbrella Review.
  • Feb 1, 2021
  • International journal of environmental research and public health
  • Daniel Collado-Mateo + 8 more

  • Open Access Icon
  • PDF Download Icon
  • Cite Count Icon 306
  • 10.1371/journal.pone.0204890
Effectiveness of Motivational Interviewing on adult behaviour change in health and social care settings: A systematic review of reviews.
  • Oct 18, 2018
  • PLOS ONE
  • Helen Frost + 8 more

  • Open Access Icon
  • Cite Count Icon 119
  • 10.2196/mhealth.4026
MHealthApps: A Repository and Database of Mobile Health Apps.
  • Mar 18, 2015
  • JMIR mHealth and uHealth
  • Wenlong Xu + 1 more

  • Open Access Icon
  • Cite Count Icon 97
  • 10.1183/13993003.00083-2016
Efficacy of an mHealth intervention to stimulate physical activity in COPD patients after pulmonary rehabilitation.
  • Sep 1, 2016
  • European Respiratory Journal
  • Sigrid N.W Vorrink + 4 more

  • Open Access Icon
  • PDF Download Icon
  • Cite Count Icon 5
  • 10.2196/29640
Possible Impact of a 12-Month Web- and Smartphone-Based Program to Improve Long-term Physical Activity in Patients Attending Spa Therapy: Randomized Controlled Trial
  • Jun 16, 2022
  • Journal of Medical Internet Research
  • Florie Fillol + 6 more

  • Open Access Icon
  • Cite Count Icon 4438
  • 10.1136/bmj.h1258
Process evaluation of complex interventions: Medical Research Council guidance
  • Mar 19, 2015
  • BMJ : British Medical Journal
  • G F Moore + 10 more

  • Cite Count Icon 381
  • 10.1016/j.clnu.2016.03.008
Nutritional status in older persons according to healthcare setting: A systematic review and meta-analysis of prevalence data using MNA®
  • Apr 6, 2016
  • Clinical nutrition (Edinburgh, Scotland)
  • Emanuele Cereda + 8 more

  • Open Access Icon
  • Cite Count Icon 174
  • 10.1111/ajag.12521
Exercise interventions in healthy older adults with sarcopenia: A systematic review and meta-analysis.
  • Apr 11, 2018
  • Australasian Journal on Ageing
  • Lara Vlietstra + 2 more

Similar Papers
  • Research Article
  • Cite Count Icon 32
  • 10.1097/01.naj.0000530915.26091.be
CE: Malnutrition in Older Adults.
  • Mar 1, 2018
  • AJN, American Journal of Nursing
  • Ann Reed Mangels

: Older adults are at risk for compromised nutritional status because of physical changes associated with aging, as well as cognitive, psychological, and social factors such as dementia, depression, isolation, and limited income. Malnutrition negatively affects quality of life, increases health care costs, and increases the risk of short-term mortality. Nurses and other members of interdisciplinary health care teams play important roles in preventing malnutrition in community-dwelling older adults and in older adults in long-term care settings. This article provides an overview of screening tools and interventions nurses can use to minimize the risk of malnutrition in older adults.

  • Research Article
  • 10.1016/j.clnesp.2025.07.019
Relationship between social frailty and malnutrition in community-dwelling older adults undergoing rehabilitation.
  • Oct 1, 2025
  • Clinical nutrition ESPEN
  • Norito Kobayashi + 3 more

Relationship between social frailty and malnutrition in community-dwelling older adults undergoing rehabilitation.

  • Research Article
  • Cite Count Icon 44
  • 10.1016/j.jdent.2019.05.017
Oral health determinants of incident malnutrition in community-dwelling older adults
  • May 11, 2019
  • Journal of Dentistry
  • Eva Kiesswetter + 4 more

Oral health determinants of incident malnutrition in community-dwelling older adults

  • Research Article
  • 10.14283/jarcp.2017.28
MODIFICATION OF THE MNA-SF FOR COMMUNITY-DWELLING OLDER ADULTS AT RISK OF MALNUTRITION
  • Jan 1, 2017
  • Journal of Aging Research and Lifestyle
  • I Nakamura + 2 more

MODIFICATION OF THE MNA-SF FOR COMMUNITY-DWELLING OLDER ADULTS AT RISK OF MALNUTRITION

  • Research Article
  • Cite Count Icon 4
  • 10.1016/j.gerinurse.2024.06.020
Association between malnutrition and cognitive frailty in older adults: A systematic review and meta-analysis
  • Jul 1, 2024
  • Geriatric Nursing
  • Wanqiu Feng + 5 more

Association between malnutrition and cognitive frailty in older adults: A systematic review and meta-analysis

  • Research Article
  • 10.1016/j.jnha.2025.100577
Temporal relationship between malnutrition and oral function impairment in older adults with dysphagia: A cross-lagged panel model
  • May 6, 2025
  • The Journal of Nutrition, Health & Aging
  • Hiroyasu Furuya + 4 more

Temporal relationship between malnutrition and oral function impairment in older adults with dysphagia: A cross-lagged panel model

  • Research Article
  • 10.1016/j.jdent.2025.106071
Nutritional status in non-cancer older adults experiencing dry mouth -meta-analysis and systematic review.
  • Sep 5, 2025
  • Journal of dentistry
  • Sanjana Santhosh Kumar + 7 more

Nutritional status in non-cancer older adults experiencing dry mouth -meta-analysis and systematic review.

  • Research Article
  • 10.1093/ageing/afac322.062
1322 DEVELOPMENT OF A CORE OUTCOME SET FOR NUTRITIONAL INTERVENTION STUDIES IN OLDER ADULTS WITH MALNUTRITION AND THOSE AT RISK
  • Jan 16, 2023
  • Age and Ageing
  • C Avgerinou + 10 more

Background Malnutrition (i.e., protein-energy malnutrition) in older adults is associated with significant complications and increased mortality, highlighting the need for effective treatments. Many randomised controlled trials (RCTs) testing the effectiveness of nutritional interventions for the treatment of malnutrition showed mixed results and there is a need for meta-analyses. However, evidence synthesis is hampered by the wide variety of outcomes and assessment methods in RCTs. This project, led by EuGMS Special Interest Group Nutrition, aims to develop a Core Outcome Set (COS) for nutritional intervention studies in older adults with malnutrition and those at risk. Methods The project consists of five phases: 1) a scoping review (completed) to identify frequently used outcomes in published RCTs and select additional patient-reported outcome measures (PROMs). Patient and Public Involvement (PPI) representatives have been involved to provide feedback on the proposed list of outcomes resulting from the review and PROMs; 2) a modified Delphi Survey whereby experienced researchers and health care professionals working in the field of malnutrition in older adults will be invited to rate the importance of the proposed outcomes; 3) a consensus meeting to discuss and agree what critical outcomes need to be included in the COS; 4) a systematic review to determine how each COS outcome should be measured and a second consensus meeting; 5) a dissemination and implementation phase. Conclusions The result of this project will be a COS that should be included in any RCT testing the effectiveness of interventions to tackle malnutrition in older people as a minimum. This COS will facilitate comparison of RCT results, will promote efficient use of research resources and might reduce bias in measurement of the outcome and publication bias. Ultimately, the COS will support clinical decision making by identifying the most effective approaches for treating and preventing malnutrition in older adults.

  • PDF Download Icon
  • Research Article
  • Cite Count Icon 3
  • 10.1186/s12877-023-03832-2
A Core Outcome Set for nutritional intervention studies in older adults with malnutrition and those at risk: a study protocol
  • Apr 6, 2023
  • BMC Geriatrics
  • Marjolein Visser + 10 more

BackgroundMalnutrition (i.e., protein-energy malnutrition) in older adults has severe negative clinical consequences, emphasizing the need for effective treatments. Many, often small, randomized controlled trials (RCTs) testing the effectiveness of nutritional interventions for the treatment of malnutrition showed mixed results and a need for meta-analyses and data pooling has been expressed. However, evidence synthesis is hampered by the wide variety of outcomes and their method of assessment in previous RCTs. This paper describes the protocol for developing a Core Outcome Set (COS) for nutritional intervention studies in older adults with malnutrition and those at risk.MethodsThe project consists of five phases. The first phase consists of a scoping review to identify frequently used outcomes in published RCTs and select additional patient-reported outcomes. The second phase includes a modified Delphi Survey involving experienced researchers and health care professionals working in the field of malnutrition in older adults, followed by the third phase consisting of a consensus meeting to discuss and agree what critical outcomes need to be included in the COS. The fourth phase will determine how each COS outcome should be measured based on a systematic literature review and a second consensus meeting. This will be followed by a dissemination and implementation phase. Patient and Public Involvement (PPI) representatives will contribute to study design, oversight, consensus, and dissemination.ConclusionsThe result of this project is a COS that should be included in any RCT evaluating the effect of nutritional interventions in older adults with malnutrition and those at risk. This COS will facilitate comparison of RCT results, will increase efficient use of research resources and will reduce bias due to measurement of the outcome and publication bias. Ultimately, the COS will support clinical decision making by identifying the most effective approaches for treating and preventing malnutrition in older adults.

  • PDF Download Icon
  • Research Article
  • Cite Count Icon 1
  • 10.1590/2317-1782/20242023209en
Relationship between mastication and malnutrition in community-dwelling older adults: a meta-analysis.
  • Jan 1, 2024
  • CoDAS
  • Alba Maria Melo Medeiros + 7 more

To determine the relationship between mastication and malnutrition in community-dwelling older adults. To establish the eligibility criteria, the acronym PECOS was used: Population: non-institutionalized older adults; Exposure: older adults with malnutrition; Control: older adults without malnutrition; Outcome: masticatory problems in malnourished older adults; Study types: observational studies. It selected studies assessing malnutrition and mastication difficulties in non-institutionalized adults over 60 years old, of both sexes. Mastication and malnutrition were evaluated with questionnaires on self-reported symptoms and clinical and instrumental assessments. There were no restrictions on language, year of publication, or ethnicity. The included studies were evaluated for methodological quality with the Joanna Briggs Institute tool for cross-sectional studies. For the cross-sectional studies included, the odds ratio (OR) was calculated with 95% confidence intervals. After searching the databases, 692 references were retrieved, with three studies selected for quantitative and qualitative analysis. The values obtained in the meta-analysis for association show that malnutrition and mastication difficulties were 2.21 times as likely to occur (OR = 2.21; 95%CI = 0.93 - 5.26; I2 = 94%) as individuals without malnutrition (p < 0.001). The assessment of the risk of bias presented a high-risk, a moderate-risk, and a low-risk study. The certainty of evidence was rated very low with the GRADE tool. Individuals at risk of malnutrition are 2.21 times as likely to have mastication difficulties.

  • Research Article
  • Cite Count Icon 25
  • 10.1016/j.nedt.2018.05.015
Is the topic of malnutrition in older adults addressed in the European nursing curricula? A MaNuEL study
  • May 26, 2018
  • Nurse Education Today
  • Doris Eglseer + 5 more

Is the topic of malnutrition in older adults addressed in the European nursing curricula? A MaNuEL study

  • Research Article
  • Cite Count Icon 7
  • 10.1007/s12603-015-0561-5
Differences in Medical and Life-style Risk Factors for Malnutrition in Limited-Resource Older Adults in a Rural U.S. State: A Descriptive Study.
  • Jun 23, 2015
  • The Journal of nutrition, health and aging
  • M D Getty + 3 more

Differences in Medical and Life-style Risk Factors for Malnutrition in Limited-Resource Older Adults in a Rural U.S. State: A Descriptive Study.

  • 10.35248/har.2019.8.10
Dental health status of community-dwellingolder adults and its relation to theirnutritional status in northwest of Iran
  • Jan 1, 2019
  • Akbar Azizi Zeinalhajlou + 5 more

Background: Tooth status is one of the effective factors in incidence and prevalence of malnutrition in older adults. The present study aims to determine dental health status and its relationship with nutritional status of older adults. Methods: The current study was a cross-sectional survey and its population was community-dwelling older adults in Tabriz, Iran. The representative sample included 1041 older adults (506 males and 535 females) selected by probability proportional to size sampling method. The condition of the teeth was determined by a questionnaire and the malnutrition status using mini nutritional assessment-short form and anthropometric indices. Results: Of studied older adults, 4.3% were toothless, 68.4% toothless with complete prosthesis, 1.7% natural teeth but mostly decayed, 6.1% natural teeth and mostly healthy and 9.5% had a combination of natural teeth and prosthesis. The sum of malnutrition and at risk of malnutrition in the toothless older adults were 51.1%, toothless with complete prosthesis 28.9%, natural teeth but mostly decayed 27.30%, natural teeth mostly healthy 23.8% and in the older adults with combination of natural teeth and prosthesis were 22.2%. Conclusion: Older adults with combination of natural teeth and prosthesis had the lowest levels of malnutrition and at risk of malnutrition. The toothless had the highest levels of malnutrition, as more than half of them were malnourished or at risk of malnutrition. There was a significant relationship between dental status and nutritional status. However, there was no significant relationship between dental status and anthropometric indices (BMI, WC and WHpR).

  • Research Article
  • Cite Count Icon 148
  • 10.1016/j.arr.2014.09.001
Determinants of protein–energy malnutrition in community-dwelling older adults: A systematic review of observational studies
  • Sep 22, 2014
  • Ageing research reviews
  • Rachel Van Der Pols-Vijlbrief + 4 more

Determinants of protein–energy malnutrition in community-dwelling older adults: A systematic review of observational studies

  • Abstract
  • Cite Count Icon 1
  • 10.1016/j.clnu.2018.06.1252
Oral health and incident malnutrition in community-dwelling older adults
  • Aug 22, 2018
  • Clinical Nutrition
  • E Kiesswetter + 3 more

Oral health and incident malnutrition in community-dwelling older adults

More from: Journal of aging and physical activity
  • Research Article
  • 10.1123/japa.2025-0005
The Relationships Between Individual and Relation-Inferred Self-Efficacy and Physical Activity in Older Adult Couples.
  • Oct 30, 2025
  • Journal of aging and physical activity
  • Elizabeth Zambrano Garza + 5 more

  • Research Article
  • 10.1123/japa.2025-0041
Effects of Chair-Based Exercises on Perceived Therapeutic and Quality of Life in Inactive Older Adults With Knee Osteoarthritis: A Randomized Controlled Trial.
  • Oct 30, 2025
  • Journal of aging and physical activity
  • Ali Osman Bayazıt + 1 more

  • Research Article
  • 10.1123/japa.2024-0364
Age- and Sex-Based Differences in Gait Pattern Characteristics Among Adults Over 50: A Cross-Sectional Study.
  • Oct 24, 2025
  • Journal of aging and physical activity
  • Mariève Houle + 3 more

  • Research Article
  • 10.1123/japa.2024-0382
Is There Agreement Between Distances Covered in the 6-min Walk Test Regardless of the Test Configuration? A Cross-Sectional Cross-Over Study in Older Adults.
  • Oct 22, 2025
  • Journal of aging and physical activity
  • Michelle Matos-Duarte + 6 more

  • Research Article
  • 10.1123/japa.2024-0281
The Impact of Multiple Sessions of Anodal Transcranial Direct Current Stimulation on Implicit Motor Learning in High-Activity Older Adults: A Randomized Control Trial.
  • Oct 22, 2025
  • Journal of aging and physical activity
  • Ailin Talimkhani + 5 more

  • Research Article
  • 10.1123/japa.2023-0449
Are Mobile Apps Effective at Targeting Physical Activity or Malnutrition in Community-Dwelling Older Adults? A Systematic Review and Meta-Analysis.
  • Aug 1, 2025
  • Journal of aging and physical activity
  • Chloe French + 3 more

  • Research Article
  • 10.1123/japa.2024-0017
The Effect of Adherence to a Tai Chi Intervention on Quality of Life of Older People Living With Dementia.
  • Aug 1, 2025
  • Journal of aging and physical activity
  • Iram Bibi + 2 more

  • Research Article
  • 10.1123/japa.2023-0426
Increasing Reported Physical Activity Among Australian Adults: Progress Toward a Healthy Older Age.
  • Aug 1, 2025
  • Journal of aging and physical activity
  • Nicole Halim + 6 more

  • Research Article
  • 10.1123/japa.2023-0446
Veterans' Motivation, Preference, and Feedback After Completing a Novel Physical Therapy Treatment.
  • Aug 1, 2025
  • Journal of aging and physical activity
  • Elisa F Ogawa + 4 more

  • Research Article
  • 10.1123/japa.2023-0229
Motives of Peer Volunteers Aged Over 50in Physical Activity Programs: A Scoping Review.
  • Aug 1, 2025
  • Journal of aging and physical activity
  • Helena Bilsborough + 4 more

Save Icon
Up Arrow
Open/Close
  • Ask R Discovery Star icon
  • Chat PDF Star icon

AI summaries and top papers from 250M+ research sources.

Search IconWhat is the difference between bacteria and viruses?
Open In New Tab Icon
Search IconWhat is the function of the immune system?
Open In New Tab Icon
Search IconCan diabetes be passed down from one generation to the next?
Open In New Tab Icon