Evidence map›Paper›PMID 41416078›Full record

ArticleFrontiers in medicine2025

The development of the neurosurgery workforce in Austria over the past quarter century: is more always better?

Mario Mischkulnig, Roland Polacsek-Ernst, Lisa I Körner, Josa Frischer, Cornelia M Diendorfer, Christian Matula, Karl Roessler, Georg Widhalm, Christian Dorfer

Abstract read
In one paragraph

Article in Frontiers in medicine, 2025. 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

9 authors.

Mario MischkulnigDepartment of Neurosurgery, Medical University Vienna, Vienna, Austria.
Roland Polacsek-ErnstUniversity of Applied Sciences BFI Vienna, Vienna, Austria.
Lisa I KörnerDepartment of Neurosurgery, Medical University Vienna, Vienna, Austria.
Josa FrischerDepartment of Neurosurgery, Medical University Vienna, Vienna, Austria.
Cornelia M DiendorferDepartment of Psychiatry, Medical University Vienna, Vienna, Austria.
Christian MatulaDepartment of Neurosurgery, Medical University Vienna, Vienna, Austria.
Karl RoesslerDepartment of Neurosurgery, Medical University Vienna, Vienna, Austria.
Georg WidhalmDepartment of Neurosurgery, Medical University Vienna, Vienna, Austria.
Christian DorferDepartment of Neurosurgery, Medical University Vienna, Vienna, Austria.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The neurosurgical workforce has expanded markedly across Europe, often accompanied by declining operative exposure per surgeon. Austria, with one of the highest physician and hospital bed densities in the OECD, provides an important case study to assess whether workforce expansion has translated into proportional service provision and maintained training opportunities. Methods: We performed a retrospective, nationwide analysis of official health statistics from Statistik Austria covering 1997-2023. Data included numbers of practicing neurosurgeons, all specialist physicians, population counts, neurosurgical beds, inpatient stays, and cranial procedures. Absolute and per-capita developments were assessed, and services were related to neurosurgeon density. Statistical analyses comprised Kendall's tau-b, Wilcoxon signed-rank, and Friedman tests. Results: The number of practicing neurosurgeons in Austria increased from 97 in 1997 to 301 in 2023 (+ 210.3%), rising from 1.22 to 3.30 per 100,000 inhabitants (+ 170.5%). Growth in neurosurgeon density significantly outpaced both population growth (+ 14.3%) and the overall increase of specialist physicians (+ 77.4%, Conclusion: Austria has experienced rapid workforce growth without a parallel rise in neurosurgical case volume, resulting in declining operative exposure per surgeon. These findings highlight risks for training quality, efficiency, and future competitiveness. Evidence-based workforce planning, structured regulation of training intake, and expansion of outpatient neurosurgical services will be essential to ensure sustainable care and safeguard international standards of neurosurgical education.

Indexed as

case numbersdensityneurosurgeryper capitaworkforce

Identifiers

PMID41416078
PMCPMC12708521

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.