Evidence map›Paper›PMID 40777633›Full record

ReviewFrontiers in public health2025

Assessing the utility of the COVID-19 epidemic Situations of Concern classification system in guiding operational responses to the pandemic in the WHO African region: retrospective analysis.

Opeayo Ogundiran, Jessica L Abbate, Sooyoung Kim, Mamadou Saliou Kalifa Diallo, Michel Muteba, Daniel Cardoso Portela Camara, Lucas Bianchi, Thierno Balde, Boniface Oyugi, Ann Fortin and 18 more

Abstract readReview
In one paragraph

Review in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

28 authors.

Opeayo OgundiranWorld Health Organization Regional Office for Africa, Brazzaville, Republic of Congo.
Jessica L AbbateWorld Health Organization Regional Office for Africa, Brazzaville, Republic of Congo.
Sooyoung KimNew York University School of Global Public Health, New York, NY, United States.
Mamadou Saliou Kalifa DialloWorld Health Organization Regional Office for Africa, Brazzaville, Republic of Congo.
Michel MutebaWorld Health Organization Regional Office for Africa, Brazzaville, Republic of Congo.
Daniel Cardoso Portela CamaraScientific Computing Program - Oswaldo Cruz Foundation, FIOCRUZ, Rio de Janeiro, Brazil.
Lucas BianchiScientific Computing Program - Oswaldo Cruz Foundation, FIOCRUZ, Rio de Janeiro, Brazil.
Thierno BaldeWorld Health Organization Regional Office for Africa, Brazzaville, Republic of Congo.
Boniface OyugiCentre for Health Services Studies (CHSS), University of Kent, Canterbury, United Kingdom.
Ann FortinWorld Health Organization Country Office, Abuja, Nigeria.
Jayne Baykika-TusiimeWorld Health Organization Regional Office for Africa, Brazzaville, Republic of Congo.
George Sie WilliamsWorld Health Organization Regional Office for Africa, Brazzaville, Republic of Congo.
Franck MboussouWorld Health Organization Regional Office for Africa, Brazzaville, Republic of Congo.
Charles OkotWorld Health Organization Regional Office for Africa, Brazzaville, Republic of Congo.
Freddy Mutoka BanzaWorld Health Organization Regional Office for Africa, Brazzaville, Republic of Congo.
Kabego LaundryWorld Health Organization Regional Office for Africa, Brazzaville, Republic of Congo.
Ephraim Nonso EjioforWorld Health Organization Country Office, Asmara, Eritrea.
Trevor M KanyowaWorld Health Organization Country Office, Harare, Zimbabwe.
Rashidatu KamaraWorld Health Organization Regional Office for Africa, Brazzaville, Republic of Congo.
Phionah AtuhebweUNICEF Headquarters, Nairobi, Kenya.
Nicksy GumedeWorld Health Organization Regional Office for Africa, Brazzaville, Republic of Congo.
Belinda Loiuse HerringWorld Health Organization Regional Office for Africa, Brazzaville, Republic of Congo.
Solomon WoldetsadikWorld Health Organization Regional Office for Africa, Brazzaville, Republic of Congo.
Joseph OkeibunorWorld Health Organization Regional Office for Africa, Brazzaville, Republic of Congo.
Etien KouaWorld Health Organization Regional Office for Africa, Brazzaville, Republic of Congo.
Dick ChamlaWorld Health Organization Regional Office for Africa, Brazzaville, Republic of Congo.
Fiona BrakaWorld Health Organization Regional Office for Africa, Brazzaville, Republic of Congo.
Abdou Salam GueyeWorld Health Organization Regional Office for Africa, Brazzaville, Republic of Congo.

Funding

World Health Organization 001
6 · The paper itself

Abstract

During a public health emergency, early implementation of response activities is crucial for saving lives and protecting livelihoods. The COVID-19 pandemic, declared by the World Health Organization (WHO) on March 11, 2020, posed a global public health crisis that required timely decision-making despite limited data and capacity. In this context, WHO's Regional Office for Africa (AFRO) developed the Situations of Concern (SOC) classification system to assess and monitor epidemiological risk across its 47 Member States. We conducted a retrospective analysis to evaluate the performance and operational utility of the SOC system. Using weekly country-level COVID-19 surveillance data, we found that the system demonstrated strong alignment with epidemic wave patterns, with a sensitivity of 83% and specificity of 88%. SOC classifications supported timely operational decision-making in over 70% of documented support instances. Effective management of limited resources through SOC assessments also helped ensure fair distribution of support across communities. Our findings suggest that adaptable classification systems like SOC can provide effective decision-support under conditions of limited data availability, improving outbreak preparedness and response in resource-constrained settings.

Indexed as

COVID-19AfricaHumansPandemicsPublic HealthRetrospective StudiesSARS-CoV-2World Health OrganizationCOVID-19epidemicSAR-CoV-2Situation of ConcernWHO African region

Identifiers

PMID40777633
PMCPMC12328326

What OpenQuestion holds

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LicenceCC BY
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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.