Evidence map›Paper›PMID 35130289›Full record

ArticlePloS one2022

On the resilience of health systems: A methodological exploration across countries in the WHO African Region.

Humphrey Cyprian Karamagi, Regina Titi-Ofei, Hillary Kipchumba Kipruto, Aminata Benitou-Wahebine Seydi, Benson Droti, Ambrose Talisuna, Benjamin Tsofa, Sohel Saikat, Gerard Schmets, Edwine Barasa and 4 more

Abstract read
In one paragraph

Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
34citing papers in PubMed, 1 pooled it
–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

34 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Review
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Review
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. 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

14 authors.

Humphrey Cyprian KaramagiData, Analytics and Knowledge Management - WHO Regional Office for Africa, Brazzaville, Congo.ORCID 0000-0002-6277-2095
Regina Titi-OfeiData, Analytics and Knowledge Management - WHO Regional Office for Africa, Brazzaville, Congo.
Hillary Kipchumba KiprutoHealth Information Systems team - WHO Regional Office for Africa, Brazzaville, Congo.
Aminata Benitou-Wahebine SeydiData, Analytics and Knowledge Management - WHO Regional Office for Africa, Brazzaville, Congo.
Benson DrotiHealth Information Systems team - WHO Regional Office for Africa, Brazzaville, Congo.
Ambrose TalisunaEmergency Preparedness and Response Cluster - WHO Regional Office for Africa, Brazzaville, Congo.
Benjamin TsofaHealth Policy and Systems Research Team - KEMRI Wellcome Trust Research Programme, Nairobi, Kenya.
Sohel SaikatHealth Services Resilience Team - World Health Organization Headquarters, Geneva, Switzerland.
Gerard SchmetsPrimary Health Care Special Programme - World Health Organization Headquarters, Geneva, Switzerland.
Edwine BarasaHealth Economics Research Unit, KEMRI - Wellcome Trust Research Programme, Nairobi, Kenya.
Prosper TumusiimeHealth Systems Expert, Kampala, Uganda.
Lindiwe MakubaloAssistant Regional Director, WHO Regional Office for Africa, Brazzaville, Congo.
Joseph Waogodo CaboreDirector of Program Management, WHO Regional Office for Africa, Brazzaville, Congo.
Matshidiso MoetiRegional Director, WHO Regional Office for Africa, Brazzaville, Congo.

Funding

World Health Organization 001
6 · The paper itself

Abstract

The need for resilient health systems is recognized as important for the attainment of health outcomes, given the current shocks to health services. Resilience has been defined as the capacity to "prepare and effectively respond to crises; maintain core functions; and, informed by lessons learnt, reorganize if conditions require it". There is however a recognized dichotomy between its conceptualization in literature, and its application in practice. We propose two mutually reinforcing categories of resilience, representing resilience targeted at potentially known shocks, and the inherent health system resilience, needed to respond to unpredictable shock events. We determined capacities for each of these categories, and explored this methodological proposition by computing country-specific scores against each capacity, for the 47 Member States of the WHO African Region. We assessed face validity of the computed index, to ensure derived values were representative of the different elements of resilience, and were predictive of health outcomes, and computed bias-corrected non-parametric confidence intervals of the emergency preparedness and response (EPR) and inherent system resilience (ISR) sub-indices, as well as the overall resilience index, using 1000 bootstrap replicates. We also explored the internal consistency and scale reliability of the index, by calculating Cronbach alphas for the various proposed capacities and their corresponding attributes. We computed overall resilience to be 48.4 out of a possible 100 in the 47 assessed countries, with generally lower levels of ISR. For ISR, the capacities were weakest for transformation capacity, followed by mobilization of resources, awareness of own capacities, self-regulation and finally diversity of services respectively. This paper aims to contribute to the growing body of empirical evidence on health systems and service resilience, which is of great importance to the functionality and performance of health systems, particularly in the context of COVID-19. It provides a methodological reflection for monitoring health system resilience, revealing areas of improvement in the provision of essential health services during shock events, and builds a case for the need for mechanisms, at country level, that address both specific and non-specific shocks to the health system, ultimately for the attainment of improved health outcomes.

Indexed as

Health Services Needs and DemandResilience, PsychologicalAfricaCOVID-19Delivery of Health CareDisaster PlanningHealth ResourcesHumansMedical AssistanceReproducibility of ResultsSARS-CoV-2World Health Organization

Identifiers

PMID35130289
PMCPMC8820618

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.