Evidence map›Paper›PMID 42698944›Full record

ReviewHealth SA = SA Gesondheid2026

A review of lead times and determinant factors in public optometry services in South Africa.

Mapula P Rapao, Pheagane M W Nkoana

Abstract readReview
In one paragraph

Review in Health SA = SA Gesondheid, 2026. 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

2 authors.

Mapula P RapaoDepartment of Optometry, Faculty of Health Sciences, University of Limpopo, South Africa.ORCID https://orcid.org/0009-0001-6254-1043
Pheagane M W NkoanaDepartment of Optometry, Faculty of Health Sciences, University of Limpopo, South Africa.ORCID https://orcid.org/0000-0003-2086-8002

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Lead time is the total time spent by a patient in a facility from their arrival until the end of the last service they receive. Increased waiting times, which are idle times, in between service points within a service system significantly lengthen the lead times. Aim: To review lead times and the determinant factors in public optometry services in South Africa. Methods: Literature was reviewed from Google Scholar, PubMed and ScienceDirect databases using key terms such as 'lead time', 'waiting times', 'optometry services' and 'public hospitals'. To obtain more data about optometry services and wait times in public hospitals, seven websites were also included. Results: It was determined that 38 academic papers were pertinent to the review. Fifteen were optometry and eye care, six on lead time,six on triage, three queuing theory, one on patient flow, three on lean theory and two on frame work. Human resource limitations, insufficient equipment, unequal optometrist distribution and ineffective referral and patient flow mechanisms are among the main issues influencing lead times. Conclusion: To address the prolonged lead times for service in optometry, the report emphasises the urgent need for systemic changes in rural South African public hospitals. To ensure patients receive prompt and efficient eye care. It is imperative to increase the availability of qualified staff, upgrade infrastructure and expedite procurement procedures. Contribution: This study not only sheds light on existing debates on lead times and the system-level factors such as human resources, infrastructure and patient flow inefficiencies that influence them in South African public optometry services, but it also highlights important knowledge gaps and offers guidance for further studies and improvements in the healthcare system.

Indexed as

lead timeoptometristsoptometry servicespublic hospitalwaiting time

Identifiers

PMID42698944
PMCPMC13543123

What OpenQuestion holds

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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.