Evidence map›Paper›PMID 34283027›Full record

ArticleJMIR formative research2021

Mobile Ecological Momentary Assessment and Intervention and Health Behavior Change Among Adults in Rakai, Uganda: Pilot Randomized Controlled Trial.

Laura K Beres, Ismail Mbabali, Aggrey Anok, Charles Katabalwa, Jeremiah Mulamba, Alvin G Thomas, Eva Bugos, Gertrude Nakigozi, Mary K Grabowski, Larry W Chang

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in JMIR formative research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04375423 (Mobile Behavioral Ecological Momentary Assessment and Intervention in Rakai, Uganda), which is not on this map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
1.3field-weighted citation impact, top 21% 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.

NCT04375423 nacompletednot on this map

Mobile Behavioral Ecological Momentary Assessment and Intervention in Rakai, Uganda: A Pilot Study

TypeinterventionalSponsorJohns Hopkins UniversityRan2016 to 2017Enrolled58ConditionsEcological Momentary Assessment and InterventionArmsEcological momentary assessment and intervention: Behaviorally-dependent messaging, Ecological momentary assessment only
3 · Its place in the literature

Who cites it

7 citing papers in PubMed, 13 citations in OpenAlex.

  1. Trial
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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

10 authors at 3 institutions in 2 countries.

Laura K Beres *Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States.ORCID https://orcid.org/0000-0002-4731-7828
Ismail Mbabali *Rakai Health Sciences Program, Entebbe, Uganda.ORCID https://orcid.org/0000-0003-0054-2136
Aggrey AnokRakai Health Sciences Program, Entebbe, Uganda.ORCID https://orcid.org/0000-0002-6320-6394
Charles KatabalwaRakai Health Sciences Program, Entebbe, Uganda.ORCID https://orcid.org/0000-0001-5385-9992
Jeremiah MulambaRakai Health Sciences Program, Entebbe, Uganda.ORCID https://orcid.org/0000-0001-5187-9690
Alvin G ThomasDepartment of Epidemiology, University of North Carolina, Chapel Hill, Chapel Hill, NC, United States.ORCID https://orcid.org/0000-0003-4911-8192
Eva BugosUniversity of Chicago Pritzker School of Medicine, Chicago, IL, United States.ORCID https://orcid.org/0000-0001-9698-2982
Gertrude NakigoziRakai Health Sciences Program, Entebbe, Uganda.ORCID https://orcid.org/0000-0001-6193-2790
Mary K GrabowskiRakai Health Sciences Program, Entebbe, Uganda.ORCID https://orcid.org/0000-0002-4451-3436
Larry W ChangDepartment of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States.ORCID https://orcid.org/0000-0001-7985-4567
Rakai Health Sciences Program · UGJohns Hopkins University · USUniversity of North Carolina at Chapel Hill · US

Funding

Cardiovascular Epidemiology Training GrantT32HL007055 · NHLBI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Wayne D. Rosamond · 1986 to 2026
$10.0M
Hard-to-Reach Populations: Implications for Ending the AIDS EpidemicR01AI143333 · NIAID · JOHNS HOPKINS UNIVERSITY · PI CHANG, LARRY WILLIAM · 2019 to 2022
$2.4M
Multidisciplinary Research Training to Understand and Reduce HIV Incidence in UgandaD43TW010557 · FIC · JOHNS HOPKINS UNIVERSITY · PI CHANG, LARRY WILLIAM · 2018 to 2022
$1.6M
Genetic and Environmental Drivers of Cognitive Resilience in Aging PopulationsF99AG073565 · NIA · UNIV OF NORTH CAROLINA CHAPEL HILL · PI THOMAS, ALVIN G. · 2021 to 2022
$94k
FIC NIH HHS D43 TW010557NHLBI NIH HHS T32 HL007055NIAID NIH HHS R01 AI143333NIA NIH HHS F99 AG073565
6 · The paper itself

Abstract

backgroundAn extraordinary increase in mobile phone ownership has revolutionized the opportunities to use mobile health approaches in lower- and middle-income countries (LMICs). Ecological momentary assessment and intervention (EMAI) uses mobile technology to gather data and deliver timely, personalized behavior change interventions in an individual's natural setting. To our knowledge, there have been no previous trials of EMAI in sub-Saharan Africa.

objectiveTo advance the evidence base for mobile health (mHealth) interventions in LMICs, we conduct a pilot randomized trial to assess the feasibility of EMAI and establish estimates of the potential effect of EMAI on a range of health-related behaviors in Rakai, Uganda.

methodsThis prospective, parallel-group, randomized pilot trial compared health behaviors between adult participants submitting ecological momentary assessment (EMA) data and receiving behaviorally responsive interventional health messaging (EMAI) with those submitting EMA data alone. Using a fully automated mobile phone app, participants submitted daily reports on 5 different health behaviors (fruit consumption, vegetable consumption, alcohol intake, cigarette smoking, and condomless sex with a non-long-term partner) during a 30-day period before randomization (P1). Participants were then block randomized to the control arm, continuing EMA reporting through exit, or the intervention arm, EMA reporting and behavioral health messaging receipt. Participants exited after 90 days of follow-up, divided into study periods 2 (P2: randomization + 29 days) and 3 (P3: 30 days postrandomization to exit). We used descriptive statistics to assess the feasibility of EMAI through the completeness of data and differences in reported behaviors between periods and study arms.

resultsThe study included 48 participants (24 per arm; 23/48, 48% women; median age 31 years). EMA data collection was feasible, with 85.5% (3777/4418) of the combined days reporting behavioral data. There was a decrease in the mean proportion of days when alcohol was consumed in both arms over time (control: P1, 9.6% of days to P2, 4.3% of days; intervention: P1, 7.2% of days to P3, 2.4% of days). Decreases in sex with a non-long-term partner without a condom were also reported in both arms (P1 to P3 control: 1.9% of days to 1% of days; intervention: 6.6% of days to 1.3% of days). An increase in vegetable consumption was found in the intervention (vegetable: 65.6% of days to 76.6% of days) but not in the control arm. Between arms, there was a significant difference in the change in reported vegetable consumption between P1 and P3 (control: 8% decrease in the mean proportion of days vegetables consumed; intervention: 11.1% increase; P=.01).

conclusionsPreliminary estimates suggest that EMAI may be a promising strategy for promoting behavior change across a range of behaviors. Larger trials examining the effectiveness of EMAI in LMICs are warranted.

trial registrationClinicalTrials.gov NCT04375423; https://www.clinicaltrials.gov/ct2/show/NCT04375423.

Indexed as

Africadigital healthecological momentary assessmentecological momentary interventionmHealthmobile phonerandomized trialsmartphoneUganda

Identifiers

PMID34283027
PMCPMC8335611
OpenAlexW3168597545

What OpenQuestion holds

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LicenceCC BY
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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.