Evidence map›Paper›PMID 29090163›Full record

ArticleJournal of comorbidity2015

Examining the prevalence and patterns of multimorbidity in Canadian primary healthcare: a methodologic protocol using a national electronic medical record database.

Kathryn Nicholson, Amanda L Terry, Martin Fortin, Tyler Williamson, Michael Bauer, Amardeep Thind

Open access · goldAbstract read
In one paragraph

Article in Journal of comorbidity, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
2.0field-weighted citation impact, top 13% 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

12 citing papers in PubMed, 25 citations in OpenAlex.

  1. Patient-centred innovation for multimorbidity care: a mixed-methods, randomised trial and qualitative study of the patients' experience.The British journal of general practice : the journal of the Royal College of General Practitioners · 2021
    Trial
  2. Article
  3. Article
  4. Prevalence, characteristics, and patterns of patients with multimorbidity in primary care: a retrospective cohort analysis in Canada.The British journal of general practice : the journal of the Royal College of General Practitioners · 2019
    Article
  5. Article
  6. Article
  7. TheJournal of comorbidity · 2017
    Article
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  10. Review
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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

6 authors at 3 institutions in 1 country.

Kathryn NicholsonDepartment of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Centre for Studies in Family Medicine, Western University, Ontario, Canada.
Amanda L TerryDepartment of Epidemiology and Biostatistics; and Department of Family Medicine, Interfaculty Program in Public Health, Schulich School of Medicine and Dentistry, Western University, Ontario, Canada.
Martin FortinDepartment of Family Medicine, Université de Sherbrooke, Québec, Canada.
Tyler WilliamsonDepartment of Community Health Sciences, Cumming School of Medicine, University of Calgary, Alberta, Canada.
Michael BauerDepartment of Computer Science, Western University, Ontario, Canada.
Amardeep ThindDepartment of Epidemiology and Biostatistics; and Department of Family Medicine, Interfaculty Program in Public Health, Schulich School of Medicine and Dentistry, Western University, Ontario, Canada.
Western University · CAUniversité de Sherbrooke · CAUniversity of Calgary · CA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In many developed countries, the burden of disease has shifted from acute to long-term or chronic diseases - producing new and broader challenges for patients, healthcare providers, and healthcare systems. Multimorbidity, the coexistence of two or more chronic diseases within an individual, is recognized as a significant public health and research priority. This protocol aims to examine the prevalence, characteristics, and changing burden of multimorbidity among adult primary healthcare (PHC) patients using electronic medical record (EMR) data. The objectives are two-fold: (1) to measure the point prevalence and clusters of multimorbidity among adult PHC patients; and (2) to examine the natural history and changing burden of multimorbidity over time among adult PHC patients. Data will be derived from the Canadian Primary Care Sentinel Surveillance Network (CPCSSN). The CPCSSN database contains longitudinal, point-of-care data from EMRs across Canada. To identify adult patients with multimorbidity, a list of 20 chronic disease categories (and corresponding ICD-9 codes) will be used. A computational cluster analysis will be conducted using a customized computer program written in JAVA. A Cox proportional hazards analysis will be used to model time-to-event data, while simultaneously adjusting for provider- and patient-level predictors. All analyses will be conducted using STATA SE 13.1. This research is the first of its kind using a pan-Canadian EMR database, which will provide an opportunity to contribute to the international evidence base. Future work should systematically compare international research using similar robust methodologies to determine international and geographical variations in the epidemiology of multimorbidity.

Indexed as

electronic medical recordselectronic recordslongitudinal datamethodologic protocolmulti-morbiditymultimorbiditynatural historyprevalenceprimary careprimary healthcare

Identifiers

PMID29090163
PMCPMC5636032
OpenAlexW2217588960

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.