Evidence map›Paper›PMID 35844307›Full record

ArticleCureus2022

Redistribution of Doctors and Decentralization of Clinics Improved Utilization of Services, Demand, and Capacity of Hamad Medical Corporation's Staff Clinic.

Elmukhtar Habas, Anas M Al Halabi, Maliha S Saleem, Hafedh Ghazouani, Ahmed A Hommos, Abdelsalam M Borham, Abdul-Badi Abou-Samra

Open access · diamondAbstract read
In one paragraph

Article in Cureus, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
0.3field-weighted citation impact, top 45% of its field
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

1 citing paper in PubMed, 1 citations in OpenAlex.

  1. 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

7 authors at 2 institutions in 1 country.

Elmukhtar HabasGeneral Internal Medicine, Hamad General Hospital, Doha, QAT.
Anas M Al HalabiQuality and Patient Safety, Hamad Medical Corporation, Doha, QAT.
Maliha S SaleemInternal Medicine, Hamad Medical Corporation, Doha, QAT.
Hafedh GhazouaniQuality and Patient Safety, Hamad Medical Corporation, Doha, QAT.
Ahmed A HommosInternal Medicine, Hamad Medical Corporation, Doha, QAT.
Abdelsalam M BorhamQuality and Patient Safety, Hamad Medical Corporation, Doha, QAT.
Abdul-Badi Abou-SamraMedicine, Hamad Medical Hospital, Doha, QAT.
Hamad Medical Corporation · QAHamad General Hospital · QA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe Staff Medical Clinic (SMC) of the Hamad Medical Corporation (HMC) serves the staff members who require healthcare services, but in a crowded environment, the SMC can only meet 75% of that demand. Overcrowding reduces productivity and service quality and increases waiting time. Furthermore, overcrowding in healthcare facilities decreases the experience and satisfaction of patients and healthcare providers.

aimThe main objective of this study was to use simulation modeling to evaluate interventions that could improve SMC waiting time and efficiency.

methodEighteen months of data on SMC patient flow, staffing, and clinical sessions were collected (January 2018 to June 2019). The patient's journey through the SMC was modeled as a series of processes with assigned durations defined mathematically using the appropriate probability distribution. A simulation flow model was developed considering the locations of the staff and nearby main hospital facilities. An intervention was proposed and evaluated through a simulation. The intervention involved redistributing 25% of the SMC staff into three main satellite clinics located at the facilities where most of the SMC patients came.  Results: The proposed intervention decreased crowding by 37%, reduced staffing requirements by 28%, and increased the number of patient slots by 22%, resulting in a net increase in the number of patients served by an average of 1250 monthly, without the need for hiring new additional staffing.

conclusionRedistribution of the available medical staff to three new satellite clinics reduces workload pressure at all sites and increases clinic capacity without additional costs.

Indexed as

patient flowphysician redistributionsimulationstaff clinicwaiting time

Identifiers

PMID35844307
PMCPMC9278801
OpenAlexW4282576619

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.