Evidence map›Paper›PMID 40191682›Full record

ArticleOxford open digital health2024

Crossing the digital divide: the workload of manual data entry and integration between mobile health applications and eHealth infrastructure.

Caryl Feldacker, Joel Usiri, Christine Kiruthu-Kamamia, Geetha Waehrer, Hiwot Weldemariam, Jacqueline Huwa, Jessie Hau, Agness Thawani, Mirriam Chapanda, Hannock Tweya

Abstract read
In one paragraph

Article in Oxford open digital health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors.

Caryl FeldackerDepartment of Global Health, University of Washington, 3980 15th Ave NE, Seattle, WA 98195, USA.ORCID 0000-0002-8152-6754
Joel UsiriDepartment of Epidemiology, University of Washington, 3980 15th Ave NE, Seattle, WA, 98195, USA.
Christine Kiruthu-KamamiaInternational Training and Education Center for Health, HMC#359932325 9th Avenue, Seattle, WA 98104-2499, USA.
Geetha WaehrerPacific Institute for Research and Evaluation (PIRE), 4061 Powder Mill Rd # 350, Beltsville, MD, USA.
Hiwot WeldemariamDepartment of Epidemiology, University of Washington, 3980 15th Ave NE, Seattle, WA, 98195, USA.
Jacqueline HuwaLighthouse Trust, Kamuzu Central Hospital Area 33 Mzimba Street. P.O. Box 106, Lilongwe, Malawi.
Jessie HauLighthouse Trust, Kamuzu Central Hospital Area 33 Mzimba Street. P.O. Box 106, Lilongwe, Malawi.
Agness ThawaniLighthouse Trust, Kamuzu Central Hospital Area 33 Mzimba Street. P.O. Box 106, Lilongwe, Malawi.
Mirriam ChapandaLighthouse Trust, Kamuzu Central Hospital Area 33 Mzimba Street. P.O. Box 106, Lilongwe, Malawi.
Hannock TweyaDepartment of Global Health, University of Washington, 3980 15th Ave NE, Seattle, WA 98195, USA.

Funding

Malawi HIV Implementation Research Scientist Training Program (MHIRST)D43TW010060 · FIC · UNIV OF NORTH CAROLINA CHAPEL HILL · PI MINA CHRISTINE HOSSEINIPOUR, Victor Mwapasa · 2015 to 2026
$3.8M
The Community-based ART REtention and Suppression (CARES) App: an innovation to improve patient monitoring and evaluation data in community-based antiretroviral therapy programs in Lilongwe, MalawiR21MH127992 · NIMH · UNIVERSITY OF WASHINGTON · PI FELDACKER, CARYL, TWEYA, HANNOCK MUKOMA · 2022 to 2023
$382k
FIC NIH HHS D43 TW010060NIMH NIH HHS R21 MH127992
6 · The paper itself

Abstract

Many digital health interventions (DHIs), including mobile health (mHealth) apps, aim to improve both client outcomes and efficiency like electronic medical record systems (EMRS). Although interoperability is the gold standard, it is also complex and costly, requiring technical expertise, stakeholder permissions and sustained funding.

Indexed as

costingelectronic medical records systemintegrationMalawimanual data entry costsmobile healthmonitoring and evaluationworkload

Identifiers

PMID40191682
PMCPMC11936321

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.