Evidence map›Paper›PMID 41776564›Full record

ArticleBMC health services research2026

Matching on health status to estimate the effects of outpatient care and social factors in patients with COPD: a Norwegian registry‑based study.

Tron Anders Moger, Jon Helgheim Holte, Olav Amundsen, Silje Bjørnsen Haavaag, Anne Edvardsen, Line Kildal Bragstad, Ragnhild Hellesø, Nina Køpke Vøllestad, Trond Tjerbo

Abstract read
In one paragraph

Article in BMC health services research, 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
0cells of the map it votes in
0citing papers in PubMed
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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.

Tron Anders MogerDepartment of Health Management and Health Economics, Institute of Health and Society, University of Oslo, Oslo, Norway. tronmo@medisin.uio.no.
Jon Helgheim HolteDepartment of Health Management and Health Economics, Institute of Health and Society, University of Oslo, Oslo, Norway.
Olav AmundsenDepartment of Public Health Science and Interdisciplinary Science, Institute of Health and Society, University of Oslo, Oslo, Norway.
Silje Bjørnsen HaavaagDepartment of Public Health Science and Interdisciplinary Science, Institute of Health and Society, University of Oslo, Oslo, Norway.
Anne EdvardsenDepartment of Pulmonary Medicine, Akershus University Hospital, Lørenskog, Norway.
Line Kildal BragstadDepartment of Rehabilitation Science and Health Technology, Oslo Metropolitan University, Oslo, Norway.
Ragnhild HellesøDepartment of Public Health Science and Interdisciplinary Science, Institute of Health and Society, University of Oslo, Oslo, Norway.
Nina Køpke VøllestadDepartment of Public Health Science and Interdisciplinary Science, Institute of Health and Society, University of Oslo, Oslo, Norway.
Trond TjerboDepartment of Health Management and Health Economics, Institute of Health and Society, University of Oslo, Oslo, Norway.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Isolating the effects of outpatient care on hospitalisation in observational data is challenging. We estimate the effects of factors believed to influence hospital admissions in patients with COPD. The factors were related to outpatient care and social factors, motivated by recommendations in COPD guidelines and the literature. We applied linked national and municipal registry data on 25,369 COPD patients in Oslo and Trondheim 2008–2019. Yearly frequency and type of healthcare contacts (respiratory and non-respiratory, across providers), together with comorbidities, were used as proxies for patients’ health status. We constructed samples matched on the full set of proxy variables to estimate the effect of each factor on future COPD hospital admissions. Overall, 9.8% of follow-up years had at least one COPD hospital admission. Findings indicated beneficial effects of several of the factors. Care interaction between general practitioner (GP) and other health providers, follow-up by GP within 30 days after COPD hospital discharge and counselling/psychotherapy by GP showed significant reductions of 2.9, 4.9 and 1.4% points in the rate of next-year COPD hospital admissions, respectively. The effects are noteworthy when extrapolated to the entire Norwegian COPD population. A reduction of 1% point could result in up to 1,500 fewer patients experiencing one or more COPD hospital admissions during a year. In the absence of detailed clinical information, creating samples that are multidimensionally matched on health service use and comorbidities as pragmatic proxies for health status could be a viable approach for estimating the effects of other factors.

Indexed as

Ambulatory CareHealth StatusHospitalizationPulmonary Disease, Chronic ObstructiveAgedComorbidityFemaleHumansMaleMiddle AgedNorwayRegistriesCOPDHospital admissionsMatching techniquesOutpatient careReadmissionsRegistry data

Identifiers

PMID41776564
PMCPMC13064038

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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.