Evidence map›Paper›PMID 32077571›Full record

ArticleHealth economics2020

Exploring variations in health-care expenditures-What is the role of practice styles?

Alexander Ahammer, Thomas Schober

Open access · bronzeAbstract read
In one paragraph

Article in Health economics, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
3.5field-weighted citation impact, top 7% 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

7 citing papers in PubMed, 24 citations in OpenAlex.

  1. Article
  2. The role of mothers and fathers in children's health care use.International journal of health economics and management · 2026
    Article
  3. Age, morbidity, and time to death: End-of-life expenditures on health care for the young-old population.The European journal of health economics : HEPAC : health economics in prevention and care · 2025
    Article
  4. Variation in Psychiatric Hospitalisations: A Multiple-Membership Multiple-Classification Analysis.International journal of environmental research and public health · 2024
    Article
  5. Article
  6. Article
  7. 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 at 1 institution in 1 country.

Alexander AhammerDepartment of Economics, Johannes Kepler University Linz, Austria.ORCID 0000-0001-9280-4791
Thomas SchoberDepartment of Economics, Johannes Kepler University Linz, Austria.ORCID 0000-0002-6772-8886
Johannes Kepler University of Linz · AT

Funding

Aging, Health, and the Labor MarketChristian Doppler Laboratory
6 · The paper itself

Abstract

Variations in medical resource usage, both across and within geographical regions, have been widely documented. In this paper, we explore physician practice styles as a possible determinant of these variations. In particular, we exploit patient mobility between physicians to identify practice styles among general practitioners (GPs) in Austria. We use a large administrative data set containing detailed information on a battery of different health-care services and implement a model with additive patient and GP fixed effects that allows flexibly for systematic differences in patients' health states. We find that, although GPs explain only a small part of the overall variation in medical expenses, heterogeneities in spending patterns among GPs are substantial. Conditional on patient characteristics, we document a difference of € 751.47 per patient per year in total medical expenses (which amounts to roughly 45% of the sample mean) between high- and low-spending GPs.

Indexed as

General PractitionersHealth ExpendituresAustriaHealth ServicesHumansPractice Patterns, Physicians'health-care expendituresphysician behaviorpractice stylesstatistical decomposition

Identifiers

PMID32077571
PMCPMC7187477
OpenAlexW2733656766

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.