Evidence map›Paper›PMID 39643855›Full record

ArticleThe European journal of health economics : HEPAC : health economics in prevention and care2025

The effect of workload on primary care doctors on referral rates and prescription patterns: evidence from English NHS.

Hanifa Pilvar, Toby Watt

Abstract read
In one paragraph

Article in The European journal of health economics : HEPAC : health economics in prevention and care, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Yonder: Impact of workload, sleep apnoea and dementia, ethics of lateness, and registrar professional identity.The British journal of general practice : the journal of the Royal College of General Practitioners · 2025
    Article
  7. Article
  8. 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

2 authors.

Hanifa PilvarUniversity of Oxford, Oxford, UK. hanifa.pilvar@phc.ox.ac.uk.ORCID http://orcid.org/0000-0002-5370-3709
Toby WattThe Health Foundation, London, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This paper investigates the impact of workload pressure on primary care outcomes using a unique dataset from English general practices. Leveraging the absence of General Practitioner (GP) colleagues as an instrumental variable, we find that increased workload leads to an increase in prescription rates of antibiotics as well as in the share of assessment referrals. On the other hand, the quantity and frequency of psychotropics decreases. When there is an absence, workload is intensified mostly on GP partners, and the mode of consultation shifts toward remote interactions as a response to higher workload pressure. The effects are more pronounced for patients above 65 years-old and those in Short-staffed practices. Our study sheds light on the intricate relationship between workload pressure and patient care decisions in primary care settings.

Indexed as

Physicians, Primary CarePractice Patterns, Physicians'Primary Health CareReferral and ConsultationWorkloadAdultAgedAnti-Bacterial AgentsEnglandFemaleHumansMaleMiddle AgedState MedicineAnti-Bacterial AgentsAntibioticsGeneral practitionerPhysicians’ workloadPrescription patternsPrimary care workforceReferral decisions

Identifiers

PMID39643855
PMCPMC12204936

What OpenQuestion holds

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LicenceCC BY
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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.