Evidence map›Paper›PMID 39010042›Full record

ArticleBMC endocrine disorders2024

Comorbidities and use of health services in people with diabetes mellitus according to risk levels by adjusted morbidity groups.

Jaime Barrio-Cortes, María Pilar Mateos-Carchenilla, María Martínez-Cuevas, María Teresa Beca-Martínez, Elvira Herrera-Sancho, María Carmen López-Rodríguez, María Ángeles Jaime-Sisó, Montserrat Ruiz-López

Abstract read
In one paragraph

Article in BMC endocrine disorders, 2024. 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
–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

7 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Review
  7. Review
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

8 authors.

Jaime Barrio-CortesFoundation for Biosanitary Research and Innovation in Primary Care, Madrid, Spain. jaime.barrio@salud.madrid.org.
María Pilar Mateos-CarchenillaFaculty of Health, Universidad Camilo José Cela, Madrid, Spain.
María Martínez-CuevasFuencarral Healthcare Centre, Madrid Health Service, Madrid, Spain.
María Teresa Beca-MartínezFaculty of Health, Universidad Camilo José Cela, Madrid, Spain.
Elvira Herrera-SanchoCiudad Jardín Healthcare Centre, Gerencia Asistencial de Atención Primaria, Madrid, Spain.
María Carmen López-RodríguezCiudad Jardín Healthcare Centre, Gerencia Asistencial de Atención Primaria, Madrid, Spain.
María Ángeles Jaime-SisóCiudad Jardín Healthcare Centre, Gerencia Asistencial de Atención Primaria, Madrid, Spain.
Montserrat Ruiz-LópezNursing School, Fundación Jiménez Diaz Hospital, Universidad Autónoma de Madrid, Madrid, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPeople with diabetes mellitus frequently have other comorbidities and involve greater use of primary and hospital care services. The aim of this study was to describe the comorbidities and use of primary and hospital care services of people with diabetes according to their risk level by adjusted morbidity groups (AMG) and to analyse the factors associated with the utilisation of these services.

methodsCross-sectional study. People with diabetes were identified within the population of patients with chronic conditions of an urban health care centre by the AMG stratification tool integrated into the primary health care electronic clinical record of the Community of Madrid. Sociodemographic, functional, clinical characteristics and annual health care services utilisation variables were collected. Univariate, bivariate and Poisson regression analyses were performed.

resultsA total of 1,063 people with diabetes were identified, representing 10.8% of patients with chronic conditions within the health centre. A total of 51.4% were female, the mean age was 70 years, 94.4% had multimorbidity. According to their risk level, 17.8% were high-risk, 40.6% were medium-risk and 41.6% were low-risk. The most prevalent comorbidities were hypertension (70%), dyslipidaemia (67%) and obesity (32.4%). Almost 50% were polymedicated. Regarding health services utilisation, 94% were users of primary care, and 59.3% were users of hospital care. Among the main factors associated with the utilisation of both primary and hospital care services were AMG risk level and complexity index. In primary care, utilisation was also associated with the need for primary caregivers, palliative care and comorbidities such as chronic heart failure and polymedication, while in hospital care, utilisation was also associated with comorbidities such as cancer, chronic obstructive pulmonary disease or depression.

conclusionsPeople with diabetes were older, with important needs for care, many associated comorbidities and polypharmacy that increased in parallel with the patient's risk level and complexity. The utilisation of primary and hospital care services was very high, being more frequent in primary care. Health services utilization were principally associated with functional factors related to the need of care and with clinical factors such as AMG medium and high-risk level, more complexity index, some serious comorbidities and polymedication.

Indexed as

ComorbidityDiabetes MellitusAdultAgedAged, 80 and overCross-Sectional StudiesFemaleHealth ServicesHumansMaleMiddle AgedMorbidityPatient Acceptance of Health CarePrimary Health CareRisk FactorsSpainAdjusted morbidity groupsComorbiditiesDiabetes mellitusHealth services utilisationHospital carePrimary care

Identifiers

PMID39010042
PMCPMC11251131

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.