The work of the consultation in general practice: a comparison of affluent and deprived areas of Scotland using a novel consultation workload index

Greater patient need and complexity in deprived areas is reflected in higher GP workload in the consultation as measured by the CWI. Ways of operationalising the CWI routinely, for example through real-time AI analysis of consultations, should be explored, and if robust, could be used to inform the resource allocation to general to help address the inverse care law.

Authors

Institutions

Publication Details

Journal
BJGP Open
Published
2025-10-08
DOI
https://doi.org/10.3399/bjgpo.2025.0103
Primary Topic
Chronic Disease Management Strategies
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The work of the consultation in general practice: a comparison of affluent and deprived areas of Scotland using a novel consultation workload index

Lauren Ng, Stewart W Mercer, Kieran Sweeney
BJGP Open
Chronic Disease Management Strategies
article

The work of the consultation in general practice: a comparison of affluent and deprived areas of Scotland using a novel consultation workload index

Lauren Ng, Stewart W Mercer, Kieran Sweeney
article en

Abstract

Greater patient need and complexity in deprived areas is reflected in higher GP workload in the consultation as measured by the CWI. Ways of operationalising the CWI routinely, for example through real-time AI analysis of consultations, should be explored, and if robust, could be used to inform the resource allocation to general to help address the inverse care law.

BJGP Open
University of Edinburgh (GB)
Wellcome Trust, NHS Education for Scotland, Economic and Social Research Council
Openalex Percentile: Top 62%
Chronic Disease Management Strategies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.