Evidence map›Paper›PMID 38684643›Full record

ArticleInternal and emergency medicine2024

Ecology of emergency care in lower-tier healthcare providers in Ghana: an empirical data-driven Bayesian network analytical approach.

Ebenezer Afrifa-Yamoah, Victor Fannam Nunfam, Bernard Agyei Kwanin, Kwasi Frimpong

Abstract readMulticenter Study
In one paragraph

Article in Internal and emergency medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Building competence in emergency care: a proposed model for training Ghana's next generation of medical doctors.African journal of emergency medicine : Revue africaine de la medecine d'urgence · 2026
    Article
  2. Article
  3. 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

4 authors.

Ebenezer Afrifa-YamoahSchool of Science, Edith Cowan University, Perth, WA, Australia. e.afrifayamoah@ecu.edu.au.ORCID 0000-0003-1741-9249
Victor Fannam NunfamSocial Development, Takoradi Technical University, Sekondi-Takoradi, Ghana.ORCID 0000-0002-4572-0904
Bernard Agyei KwaninSocial Development, Takoradi Technical University, Sekondi-Takoradi, Ghana. agyeikwanin@gmail.com.ORCID 0000-0001-5987-1570
Kwasi FrimpongSchool of Public Service and Governance, Ghana Institute of Management and Public Administration, Achimota, Accra, Ghana.ORCID 0000-0001-5021-7804

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The healthcare landscape in Ghana is primarily composed of lower-tier providers, which serve as the initial  point of contact for most medical emergencies. This study aimed to assess the emergency care preparedness and readiness of primary healthcare providers using a robust evaluation approach. A multicentre retrospective cross-sectional study was conducted on  460 healthcare facilities  using the standardised Health Facilities Emergency Preparedness Assessment Tool (HeFEPAT). Data were analysed via Bayesian Belief network. Emergency preparedness was associated with facility location, type, ownership, and in-charge personnel. Over 70% of facilities lacked specialised emergency/critical care personnel. Although 65% of in-charges reported protocol knowledge, only 7.8% could execute cardiopulmonary resuscitation. 90% of facilities lacked onsite defibrillators, and over 80% had no cerebrovascular accident medications. Road traffic accident protocols were largely unavailable, with an  estimated 53% probability of  lacking such protocols. Private-owned facilities were more likely to lack protocols for road traffic accidents (76% vs 20% probability) and general acute care (62% vs 32%) compared to government-owned facilities. Significant gaps in emergency preparedness were identified across the studied health facilities, indicating limited capacity to manage critical situations effectively. Urgent investments in emergency medicine training, essential resources, and evidence-based protocols are needed. Standardised emergency preparedness assessments should be implemented for accreditation and quality improvement. Further research can inform the development of national guidelines and targeted interventions to strengthen emergency response capacities.

Indexed as

Bayes TheoremEmergency Medical ServicesHealth PersonnelCross-Sectional StudiesGhanaHumansRetrospective StudiesAccident careEmergency careEmergency preparednessHealth facilitiesHeFEPAT

Identifiers

PMID38684643
PMCPMC11582174

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.