Evidence map›Paper›PMID 42709072›Full record

ArticleBundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz2026

[Which chronic conditions are suitable for specialist-led care within a primary care system? : An exploratory analysis based on routine data from physicians participating in the statutory health insurance system].

Sandra Mangiapane, Emil Hu, Dominik von Stillfried

Abstract readEnglish Abstract
In one paragraph

Article in Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz, 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
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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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5 · Who and what money

Authors and funding

3 authors.

Sandra MangiapaneVorstandsbereich, Zentralinstitut für die Kassenärztliche Versorgung (Zi), Salzufer 8, 10587, Berlin, Deutschland. smangiapane@zi.de.
Emil HuVorstandsbereich, Zentralinstitut für die Kassenärztliche Versorgung (Zi), Salzufer 8, 10587, Berlin, Deutschland.
Dominik von StillfriedVorstandsbereich, Zentralinstitut für die Kassenärztliche Versorgung (Zi), Salzufer 8, 10587, Berlin, Deutschland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundWith the introduction of general practitioner (GP) gate keeping, specialists would also be able to assume primary care responsibilities for patients with severe chronic conditions. The aim of this study was to develop a data-driven method for identifying potentially suitable conditions and to illustrate the relevance of individual medical specialties to patient care.

methodsUsing nationwide claims data of statutory health insurance physicians for 2024, the proportions of cases and treatment days per patient treated by primary care physicians and specialists were determined for each ICD‑3 code (the first three digits of the International Classification of Diseases). Categories were considered to have high relevance for specialist care if for more than half of the patients, at least 60% of treatment cases and at least 50% of treatment days were attributable to specialists. F33, G35, K51, M05, and N25 were analyzed in greater detail as examples.

resultsThere were 173 ICD-3 codes highly relevant to specialist care. With regard to the five selected ICD-3 codes, patients with impaired renal function (N25) had the highest proportion of specialist care: 83% of patients were receiving nephrological treatment, with nephrologists accounting for 77% of disease-specific cases but only 37% of all treatment days. For all five indications, general practitioners accounted for the highest proportion of all treatment days (43% to 55%). Of these patients, 92 to 97% were treated by general practitioners. DISCUSSION: If specialists were to take on the role of primary care coordinators for these patients, they would have to coordinate care across a broad range of medical specialties. This would likely limit their cross-specialty coordination tasks to individual cases or restrict it to their own specialty.

Indexed as

MedicineNational Health ProgramsPrimary Health CareReferral and ConsultationSpecializationAdultAgedChronic DiseaseFemaleGermanyHumansMaleMiddle AgedChronic diseasesGeneral practitionerGP gate keepingPrimary careSpecialist

Identifiers

PMID42709072
PMCPMC13623776

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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.