Evidence map›Paper›PMID 38488632›Full record

ArticleJMIR pediatrics and parenting2024

Electronic Medical Record Data Missingness and Interruption in Antiretroviral Therapy Among Adults and Children Living With HIV in Haiti: Retrospective Longitudinal Study.

Andrew M Secor, Kemar Célestin, Margareth Jasmin, Jean Guy Honoré, Anjuli D Wagner, Kristin Beima-Sofie, Jillian Pintye, Nancy Puttkammer

Abstract read
In one paragraph

Article in JMIR pediatrics and parenting, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
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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

8 authors.

Andrew M SecorDepartment of Global Health, University of Washington, Seattle, WA, United States.ORCID http://orcid.org/0000-0001-6882-6237
Kemar CélestinCentre Haïtien pour le Renforcement du Système de Santé, Port-au-Prince, Haiti.ORCID http://orcid.org/0009-0002-8045-5656
Margareth JasminCentre Haïtien pour le Renforcement du Système de Santé, Port-au-Prince, Haiti.ORCID http://orcid.org/0009-0008-9557-3472
Jean Guy HonoréCentre Haïtien pour le Renforcement du Système de Santé, Port-au-Prince, Haiti.ORCID http://orcid.org/0000-0002-7867-940X
Anjuli D WagnerDepartment of Global Health, University of Washington, Seattle, WA, United States.ORCID http://orcid.org/0000-0002-5851-1220
Kristin Beima-SofieDepartment of Global Health, University of Washington, Seattle, WA, United States.ORCID http://orcid.org/0000-0002-3408-7410
Jillian PintyeDepartment of Global Health, University of Washington, Seattle, WA, United States.ORCID http://orcid.org/0000-0003-1255-7191
Nancy PuttkammerInternational Training and Education Center for Health, Seattle, WA, United States.ORCID http://orcid.org/0000-0002-6693-9278

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Children (aged 0-14 years) living with HIV often experience lower rates of HIV diagnosis, treatment, and viral load suppression. In Haiti, only 63% of children living with HIV know their HIV status (compared to 85% overall), 63% are on treatment (compared to 85% overall), and 48% are virally suppressed (compared to 73% overall). Electronic medical records (EMRs) can improve HIV care and patient outcomes, but these benefits are largely dependent on providers having access to quality and nonmissing data. Objective: We sought to understand the associations between EMR data missingness and interruption in antiretroviral therapy treatment by age group (pediatric vs adult). Methods: We assessed associations between patient intake record data missingness and interruption in treatment (IIT) status at 6 and 12 months post antiretroviral therapy initiation using patient-level data drawn from iSanté, the most widely used EMR in Haiti. Missingness was assessed for tuberculosis diagnosis, World Health Organization HIV stage, and weight using a composite score indicator (ie, the number of indicators of interest missing). Risk ratios were estimated using marginal parameters from multilevel modified Poisson models with robust error variances and random intercepts for the facility to account for clustering. Results: Data were drawn from 50 facilities and comprised 31,457 patient records from people living with HIV, of which 1306 (4.2%) were pediatric cases. Pediatric patients were more likely than adult patients to experience IIT (n=431, 33% vs n=7477, 23.4% at 6 months; P<.001). Additionally, pediatric patient records had higher data missingness, with 581 (44.5%) pediatric records missing at least 1 indicator of interest, compared to 7812 (25.9%) adult records (P<.001). Among pediatric patients, each additional indicator missing was associated with a 1.34 times greater likelihood of experiencing IIT at 6 months (95% CI 1.08-1.66; P=.008) and 1.24 times greater likelihood of experiencing IIT at 12 months (95% CI 1.05-1.46; P=.01). These relationships were not statistically significant for adult patients. Compared to pediatric patients with 0 missing indicators, pediatric patients with 1, 2, or 3 missing indicators were 1.59 (95% CI 1.26-2.01; P<.001), 1.74 (95% CI 1.02-2.97; P=.04), and 2.25 (95% CI 1.43-3.56; P=.001) times more likely to experience IIT at 6 months, respectively. Among adult patients, compared to patients with 0 indicators missing, having all 3 indicators missing was associated with being 1.32 times more likely to experience IIT at 6 months (95% CI 1.03-1.70; P=.03), while there was no association with IIT status for other levels of missingness. Conclusions: These findings suggest that both EMR data quality and quality of care are lower for children living with HIV in Haiti. This underscores the need for further research into the mechanisms by which EMR data quality impacts the quality of care and patient outcomes among this population. Efforts to improve both EMR data quality and quality of care should consider prioritizing pediatric patients.

Indexed as

antiretroviralchildchildrencombination antiretroviral therapydata qualitydiagnosiselectronic medical recordengagementHaitiHIVHIV careHIV diagnosislongitudinal studypatient recordspediatricsquality of caretherapytreatment

Identifiers

PMID38488632
PMCPMC10986334

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Registered trials

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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.