Document detail
ID

doi:10.1186/s12911-023-02265-6...

Author
Ndisha, Margaret Hassan, Amin S. Ngari, Faith Munene, Evans Gikura, Mary Kimutai, Koske Muthoka, Kennedy Murie, Lisa Amai Tolentino, Herman Odhiambo, Jacob Mwele, Pascal Odero, Lydia Mbaire, Kate Omoro, Gonza Kimanga, Davies O.
Langue
en
Editor

BioMed Central

Category

Medicine & Public Health

Year

2023

listing date

9/20/2023

Keywords
electronic medical records repository data warehouse hiv surveillance 2020 potential warehouse monitoring programme population-level emrs khis electronic records ndw data individuals surveillance hiv health art
Metrics

Abstract

Background Aggregate electronic data repositories and population-level cross-sectional surveys play a critical role in HIV programme monitoring and surveillance for data-driven decision-making.

However, these data sources have inherent limitations including inability to respond to public health priorities in real-time and to longitudinally follow up clients for ascertainment of long-term outcomes.

Electronic medical records (EMRs) have tremendous potential to bridge these gaps when harnessed into a centralised data repository.

We describe the evolution of EMRs and the development of a centralised national data warehouse (NDW) repository.

Further, we describe the distribution and representativeness of data from the NDW and explore its potential for population-level surveillance of HIV testing, care and treatment in Kenya.

Main body Health information systems in Kenya have evolved from simple paper records to web-based EMRs with features that support data transmission to the NDW.

The NDW design includes four layers: data warehouse application programming interface (DWAPI), central staging, integration service, and data visualization application.

The number of health facilities uploading individual-level data to the NDW increased from 666 in 2016 to 1,516 in 2020, covering 41 of 47 counties in Kenya.

By the end of 2020, the NDW hosted longitudinal data from 1,928,458 individuals ever started on antiretroviral therapy (ART).

In 2020, there were 936,869 individuals who were active on ART in the NDW, compared to 1,219,276 individuals on ART reported in the aggregate-level Kenya Health Information System (KHIS), suggesting 77% coverage.

The proportional distribution of individuals on ART by counties in the NDW was consistent with that from KHIS, suggesting representativeness and generalizability at the population level.

Conclusion The NDW presents opportunities for individual-level HIV programme monitoring and surveillance because of its longitudinal design and its ability to respond to public health priorities in real-time.

A comparison with estimates from KHIS demonstrates that the NDW has high coverage and that the data maybe representative and generalizable at the population-level.

The NDW is therefore a unique and complementary resource for HIV programme monitoring and surveillance with potential to strengthen timely data driven decision-making towards HIV epidemic control in Kenya.

Database link ( https://dwh.nascop.org/ ).

Ndisha, Margaret,Hassan, Amin S.,Ngari, Faith,Munene, Evans,Gikura, Mary,Kimutai, Koske,Muthoka, Kennedy,Murie, Lisa Amai,Tolentino, Herman,Odhiambo, Jacob,Mwele, Pascal,Odero, Lydia,Mbaire, Kate,Omoro, Gonza,Kimanga, Davies O., 2023, Leveraging electronic medical records for HIV testing, care, and treatment programming in Kenya—the national data warehouse project, BioMed Central

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