Evidence map›Paper›PMID 37799498›Full record

ArticleDigital health

Integrating digital solutions into national health data systems through public-private collaboration: An early experience of the SPICE platform in Kenya.

Gladwell Gathecha, Oren Ombiro, Kelly Shelden, Anne Stake, Mary Murugami, Ezra Mungai, George Odhiambo, Ephantus Maree, Rajkumar Muthusamy, M Marimuthu and 6 more

Abstract read
In one paragraph

Article in Digital health. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Review
  5. Article
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

16 authors.

Gladwell GathechaMinistry of Health, Nairobi, Kenya.
Oren OmbiroMedtronic LABS, Nairobi, Kenya.ORCID https://orcid.org/0009-0003-4502-5877
Kelly SheldenMedtronic LABS, Nairobi, Kenya.
Anne StakeMedtronic LABS, Nairobi, Kenya.
Mary MurugamiMedtronic LABS, Nairobi, Kenya.
Ezra MungaiMinistry of Health, Nairobi, Kenya.
George OdhiamboMedtronic LABS, Nairobi, Kenya.
Ephantus MareeMinistry of Health, Nairobi, Kenya.
Rajkumar MuthusamyIdeas2IT, Chennai, Tamil Nadu, India.
M MarimuthuIdeas2IT, Chennai, Tamil Nadu, India.
Duke DanielIdeas2IT, Chennai, Tamil Nadu, India.
Eric AngulaMedtronic LABS, Nairobi, Kenya.
Swathi SeshadriMedtronic, Inc, Minneapolis, MN, USA.
Eric NderituMinistry of Health, Nairobi, Kenya.
Elizabeth OnyangoMinistry of Health, Nairobi, Kenya.
Joseph SitieneiMinistry of Health, Nairobi, Kenya.ORCID https://orcid.org/0000-0001-9140-4630

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Public-private collaborative efforts to address healthcare challenges in low- and middle-income countries have been the focus of digital initiatives to improve both access and quality of health services. We report the early feasibility, experience, and learnings of migrating healthcare data generated from a proprietary, privately owned cloud-based environment into an on-premises National Health Data Center (NHDC) in compliance with Kenya's data management legislation. In 2018, Medtronic LABS entered into a partnership with the Kenya Ministry of Health and other stakeholders to improve access to quality services and data availability for non-communicable diseases (diabetes and hypertension), anchored on the SPICE digital health platform. Data migration from SPICE to the NHDC necessitated the establishment of multi-stakeholder coordination structures, alignment on system configuration requirements, provisioning of on-premises servers, data replication and monitoring. The data replication process showed consistency in format and content with no evidence of data loss. The monitoring of the server uptime and availability, however, exposed overall downtime of 15% of the total time tracked between April and December 2022 caused by Internet Protocol address configuration issues, power outages, firewall rule changes, and unscheduled system maintenance. Monthly tracked downtime however reduced from a high of 28% in April 2022 to 5% in December 2022. Our early experience shows that data migration from proprietary host environments to public "one-stop-shop" national data warehouses are feasible provided investments are made in the requisite infrastructure, software and human resource capacity to ensure long-term sustainability, maintenance, and scale to match cloud-based data hosting. Further, digital health solutions developed in collaboration with non-state actors can be integrated into national data systems, saving Governments the cost and efforts of building similar tools while leveraging private sector capacity.

Indexed as

cloud repatriationDigital healthhealth data migrationnational health data systemspublic–private collaboration

Identifiers

PMID37799498
PMCPMC10548793

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.