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Associations of hospitalisation - admission, readmission and length to stay - with multimorbidity patterns by age and sex in adults and older adults: the ELSI-Brazil study.

Publication ,  Journal Article
Rodrigues, LP; França, DG; Vissoci, JRN; Caruzzo, NM; Batista, SR; de Oliveira, C; Nunes, BP; Silveira, EA
Published in: BMC Geriatr
August 21, 2023

BACKGROUND: Although the association between multimorbidity (MM) and hospitalisation is known, the different effects of MM patterns by age and sex in this outcome needs to be elucidated. Our study aimed to analyse the association of hospitalisations' variables (occurrence, readmission, length of stay) and patterns of multimorbidity (MM) according to sex and age. METHODS: Data from 8.807 participants aged ≥ 50 years sourced from the baseline of the Brazilian Longitudinal Study of Ageing (ELSI-Brazil) were analysed. Multimorbidity was defined as ≥ 2 (MM2) and ≥ 3 (MM3) chronic conditions. Poisson regression was used to verify the association between the independent variables and hospitalisation according to sex and age group. Multiple linear regression models were constructed for the outcomes of readmission and length of stay. Ising models were used to estimate the networks of diseases and MM patterns. RESULTS: Regarding the risk of hospitalisation among those with MM2, we observed a positive association with male sex, age ≥ 75 years and women aged ≥ 75 years. For MM3, there was a positive association with hospitalisation among males. For the outcomes hospital readmission and length of stay, we observed a positive association with male sex and women aged ≥ 75 years. Network analysis identified two groups that are more strongly associated with occurrence of hospitalisation: the cardiovascular-cancer-glaucoma-cataract group stratified by sex and the neurodegenerative diseases-renal failure-haemorrhagic stroke group stratified by age group. CONCLUSION: We conclude that the association between hospitalisation, readmission, length of stay, and MM changes when sex and age group are considered. Differences were identified in the MM patterns associated with hospitalisation according to sex and age group.

Duke Scholars

Published In

BMC Geriatr

DOI

EISSN

1471-2318

Publication Date

August 21, 2023

Volume

23

Issue

1

Start / End Page

504

Location

England

Related Subject Headings

  • Patient Readmission
  • Multimorbidity
  • Male
  • Longitudinal Studies
  • Humans
  • Hospitalization
  • Geriatrics
  • Female
  • Brazil
  • Aged
 

Citation

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Chicago
ICMJE
MLA
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Rodrigues, L. P., França, D. G., Vissoci, J. R. N., Caruzzo, N. M., Batista, S. R., de Oliveira, C., … Silveira, E. A. (2023). Associations of hospitalisation - admission, readmission and length to stay - with multimorbidity patterns by age and sex in adults and older adults: the ELSI-Brazil study. BMC Geriatr, 23(1), 504. https://doi.org/10.1186/s12877-023-04167-8
Rodrigues, Luciana Pereira, Diego Galdino França, João Ricardo Nickenig Vissoci, Nayara Malheiros Caruzzo, Sandro Rodrigues Batista, Cesar de Oliveira, Bruno Pereira Nunes, and Erika Aparecida Silveira. “Associations of hospitalisation - admission, readmission and length to stay - with multimorbidity patterns by age and sex in adults and older adults: the ELSI-Brazil study.BMC Geriatr 23, no. 1 (August 21, 2023): 504. https://doi.org/10.1186/s12877-023-04167-8.
Rodrigues LP, França DG, Vissoci JRN, Caruzzo NM, Batista SR, de Oliveira C, et al. Associations of hospitalisation - admission, readmission and length to stay - with multimorbidity patterns by age and sex in adults and older adults: the ELSI-Brazil study. BMC Geriatr. 2023 Aug 21;23(1):504.
Rodrigues, Luciana Pereira, et al. “Associations of hospitalisation - admission, readmission and length to stay - with multimorbidity patterns by age and sex in adults and older adults: the ELSI-Brazil study.BMC Geriatr, vol. 23, no. 1, Aug. 2023, p. 504. Pubmed, doi:10.1186/s12877-023-04167-8.
Rodrigues LP, França DG, Vissoci JRN, Caruzzo NM, Batista SR, de Oliveira C, Nunes BP, Silveira EA. Associations of hospitalisation - admission, readmission and length to stay - with multimorbidity patterns by age and sex in adults and older adults: the ELSI-Brazil study. BMC Geriatr. 2023 Aug 21;23(1):504.
Journal cover image

Published In

BMC Geriatr

DOI

EISSN

1471-2318

Publication Date

August 21, 2023

Volume

23

Issue

1

Start / End Page

504

Location

England

Related Subject Headings

  • Patient Readmission
  • Multimorbidity
  • Male
  • Longitudinal Studies
  • Humans
  • Hospitalization
  • Geriatrics
  • Female
  • Brazil
  • Aged