Evidence map›Paper›PMID 41746031›Full record

ReviewTropical medicine and infectious disease2026

Three Decades of Use of the Minimum Basic Data Set in Infectious Disease Research in Spain: A Scoping Review with an Evidence-Mapping Approach.

Beatriz Rodríguez-Alonso, Hugo Almeida, Montserrat Alonso-Sardón, Inmaculada Izquierdo, Ángela Romero-Alegría, Amparo López-Bernús, Virginia Velasco-Tirado, Josué Pendones Ulerio, Javier Pardo Lledías, Moncef Belhassen-García

Abstract readReview
In one paragraph

Review in Tropical medicine and infectious disease, 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
–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

10 authors.

Beatriz Rodríguez-AlonsoServicio de Medicina Interna, Unidad de Enfermedades Infecciosas, Hospital Universitario de Salamanca, 37007 Salamanca, Spain.
Hugo AlmeidaServicio de Medicina Interna, Unidad de Enfermedades Infecciosas, Hospital Universitario de Salamanca, 37007 Salamanca, Spain.ORCID 0000-0001-5454-1249
Montserrat Alonso-SardónCentro de Investigación de Enfermedades Tropicales de la Universidad de Salamanca (CIETUS), 37007 Salamanca, Spain.ORCID 0000-0003-1829-5858
Inmaculada IzquierdoServicio de Medicina Interna, Unidad de Enfermedades Infecciosas, Hospital Universitario de Salamanca, 37007 Salamanca, Spain.
Ángela Romero-AlegríaServicio de Medicina Interna, Unidad de Enfermedades Infecciosas, Hospital Universitario de Salamanca, 37007 Salamanca, Spain.
Amparo López-BernúsServicio de Medicina Interna, Unidad de Enfermedades Infecciosas, Hospital Universitario de Salamanca, 37007 Salamanca, Spain.ORCID 0000-0002-7524-4056
Virginia Velasco-TiradoCentro de Investigación de Enfermedades Tropicales de la Universidad de Salamanca (CIETUS), 37007 Salamanca, Spain.ORCID 0000-0001-7175-1758
Josué Pendones UlerioCentro de Investigación de Enfermedades Tropicales de la Universidad de Salamanca (CIETUS), 37007 Salamanca, Spain.ORCID 0000-0002-3580-0484
Javier Pardo LledíasServicio de Medicina Interna, Hospital Marqués de Valdecilla, 39008 Santander, Spain.ORCID 0000-0002-4439-7877
Moncef Belhassen-GarcíaServicio de Medicina Interna, Unidad de Enfermedades Infecciosas, Hospital Universitario de Salamanca, 37007 Salamanca, Spain.ORCID 0000-0002-2230-1256

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Nationwide hospital discharge databases are increasingly used in infectious disease research, yet their methodological strengths and limitations are rarely synthesised. In Spain, the Minimum Basic Data Set (Conjunto Mínimo Básico de Datos, CMBD) was implemented in 1987 and provides near-universal coverage of acute-care hospitalisations and has been widely applied in infectious disease epidemiology. However, its overall contribution and intrinsic constraints have not been comprehensively mapped. Given the breadth of infections, study designs, populations and outcome definitions in CMBD-based research, effect-size synthesis was not feasible; therefore, we conducted a scoping review with an evidence-mapping approach. We aimed to synthesise the scope, applications and methodological limitations of CMBD-based infectious disease research since its implementation. We conducted a scoping review following JBI guidance and reported according to PRISMA-ScR. PubMed, Embase, Web of Science and Scopus were searched from inception to 25 November 2024 for peer-reviewed journal articles in English or Spanish using CMBD data to investigate infectious diseases in Spain (no restrictions were applied by study design; grey literature was excluded). Screening, data charting and synthesis were completed during 2025. Four reviewers independently screened records and charted data. Studies were classified by infectious disease focus, syndromic category, study design and geographical scope. A total of 359 studies published between 1996 and 2024 were included, mostly retrospective observational analyses. Infectious diseases were the primary focus in 225 studies (62.7%), most commonly respiratory, gastrointestinal/liver and vaccine-preventable infections. Subnational analyses were concentrated in a limited number of regions. Over 80% of reported limitations reflected intrinsic CMBD features. Over three decades, the CMBD has become a cornerstone of hospital-based infectious disease research in Spain, enabling robust national analyses. However, limitations in clinical detail, microbiological confirmation and coding consistency constrain aetiological specificity and causal inference, highlighting the need for data validation and linkage with complementary sources.

Indexed as

administrative health dataepidemiologyhospital discharge databaseinfectious diseasesMinimum Basic Data Set (CMBD)scoping review

Identifiers

PMID41746031
PMCPMC12945255

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.