Evidence map›Paper›PMID 33435978›Full record

ArticleBMC health services research2021

Effect of socio-demographic and health factors on the association between multimorbidity and acute care service use: population-based survey linked to health administrative data.

Kathryn A Fisher, Lauren E Griffith, Andrea Gruneir, Ross Upshur, Richard Perez, Lindsay Favotto, Francis Nguyen, Maureen Markle-Reid, Jenny Ploeg

Open access · goldAbstract read
In one paragraph

Article in BMC health services research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed, 1 pooled it
3.6field-weighted citation impact, top 6% of its field
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

21 citing papers in PubMed, 1 synthesis or guideline pooled it, 32 citations in OpenAlex.

  1. Pooled it
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  13. Patterns and Determinants of Multimorbidity in Older Adults: Study in Health-Ecological Perspective.International journal of environmental research and public health · 2022
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  16. Relationship between Multimorbidity and Disability in Elderly Patients with Coexisting Frailty Syndrome.International journal of environmental research and public health · 2022
    Article
  17. Analysis of Healthcare Expenditures in Bulgaria.Healthcare (Basel, Switzerland) · 2022
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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 at 5 institutions in 1 country.

Kathryn A FisherSchool of Nursing, McMaster University, HSC 2J36, 1280 Main Street West, Hamilton, Ontario, L8S 4K1, Canada. fisheka@mcmaster.ca.ORCID http://orcid.org/0000-0001-8342-1238
Lauren E GriffithDepartment of Health Research Methods, Evidence, and Impact, McMaster University, CRL Building, First Floor, 1280 Main Street West, Hamilton, Ontario, L8S 4K1, Canada.
Andrea GruneirDepartment of Family Medicine, University of Alberta, 6-10 University TerraceEdmonton, AB T6G 2T4, Edmonton, Alberta, T6G 2R3, Canada.
Ross UpshurDivision of Clinical Public Health, Dalla Lana School of Public Health, 155 College St. Room 690, Toronto, ON M5T 3M7 University of Toronto, Toronto, Ontario, Canada.
Richard PerezInstitute for Clinical Evaluative Sciences (ICES), McMaster University, HSC 4N43, 1280 Main Street West, Hamilton, Ontario, L8S 4K1, Canada.
Lindsay FavottoInstitute for Clinical Evaluative Sciences (ICES), McMaster University, HSC 4N43, 1280 Main Street West, Hamilton, Ontario, L8S 4K1, Canada.
Francis NguyenInstitute for Clinical Evaluative Sciences (ICES), McMaster University, HSC 4N43, 1280 Main Street West, Hamilton, Ontario, L8S 4K1, Canada.
Maureen Markle-ReidSchool of Nursing, McMaster University, HSC 2J36, 1280 Main Street West, Hamilton, Ontario, L8S 4K1, Canada.
Jenny PloegSchool of Nursing, McMaster University, HSC 2J36, 1280 Main Street West, Hamilton, Ontario, L8S 4K1, Canada.
Institute for Clinical Evaluative Sciences · CAImpact · CAMcMaster University · CAToronto Public Health · CAUniversity of Alberta · CA

Funding

Canadian Institutes of Health Research (CA) TTF 128261Ontario Ministry of Health and Long Term Care Grant 06669
6 · The paper itself

Abstract

backgroundThis study explores how socio-demographic and health factors shape the relationship between multimorbidity and one-year acute care service use (i.e., hospital, emergency department visits) in older adults in Ontario, Canada.

methodsWe linked multiple cycles (2005-2006, 2007-2008, 2009-2010, 2011-2012) of the Canadian Community Health Survey (CCHS) to health administrative data to create a cohort of adults aged 65 and older. Administrative data were used to estimate one-year service use and to identify 12 chronic conditions used to measure multimorbidity. We examined the relationship between multimorbidity and service use stratified by a range of socio-demographic and health variables available from the CCHS. Logistic and Poisson regressions were used to explore the association between multimorbidity and service use and the role of socio-demographic factors in this relationship.

resultsOf the 28,361 members of the study sample, 60% were between the ages of 65 and 74 years, 57% were female, 72% were non-immigrant, and over 75% lived in an urban area. Emergency department visits and hospitalizations consistently increased with the level of multimorbidity. This study did not find strong evidence of moderator or interaction effects across a range of socio-demographic factors. Stratified analyses revealed further patterns, with many being similar for both services - e.g., the odds ratios were higher at all levels of multimorbidity for men, older age groups, and those with lower household income. Rurality and immigrant status influenced emergency department use (higher in rural residents and non-immigrants) but not hospitalizations. Multimorbidity and the range of socio-demographic variables remained significant predictors of service use in the regressions.

conclusionsStrong evidence links multimorbidity with increased acute care service use. This study showed that a range of factors did not modify this relationship. Nevertheless, the factors were independently associated with acute care service use, pointing to modifiable risk factors that can be the focus of resource allocation and intervention design to reduce service use in those with multimorbidity. The study's results suggest that optimizing acute care service use in older adults requires attention to both multimorbidity and social determinants, with programs that are multifactorial and integrated across the health and social service sectors.

Indexed as

Emergency Service, HospitalMultimorbidityAgedChronic DiseaseDemographyFemaleHumansMaleOntarioAcute care service useEmergency department useHospital useMultimorbidityOlder adultsPopulation-based cohort studySocio-demographic factors

Identifiers

PMID33435978
PMCPMC7805153
OpenAlexW3119602211

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.