Evidence map›Paper›PMID 33436455›Full record

ArticleCMAJ open

Medication use and its impact on high-cost health care users among older adults: protocol for the population-based matched cohort HiCOSTT study.

Justin Lee, Sergei Muratov, Jean-Eric Tarride, J Michael Paterson, Kednapa Thavorn, Lawrence Mbuagbaw, Tara Gomes, Wayne Khuu, Hsien Seow, Lehana Thabane and 1 more

Registry-linked trialAbstract read
In one paragraph

Article in CMAJ open. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02815930 (Characterizing the Senior High Cost User in Ontario), which is not on this map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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.

NCT02815930 unknown statusnot on this map

Characterizing the Senior High Cost User in Ontario: A Population-Based Matched Cohort Study

TypeobservationalSponsorMcMaster UniversityRan2012 to 2020Enrolled700,000ConditionsSenior High Cost Users (HCU)ArmsHCU Status
3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Article
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

11 authors.

Justin LeeDivision of Geriatric Medicine (Lee), Department of Medicine, and Department of Health Research Methods, Evidence, and Impact (Lee, Muratov, Tarride, Mbuagbaw, Seow, Thabane, Holbrook), and Centre for Health Economics and Policy Analysis (CHEPA) (Tarride), McMaster University, Hamilton, Ont.; ICES (Paterson, Gomes, Khuu, Seow, Thavorn); Institute of Health Policy, Management and Evaluation (Paterson, Thavorn), University of Toronto, Toronto, Ont.; Ottawa Hospital Research Institute (Thavorn), The Ottawa Hospital, Ottawa, Ont.; Li Ka Shing Knowledge Institute (Gomes), St. Michael's Hospital, Toronto, Ont.; Department of Oncology (Seow), Faculty of Health Sciences, and Division of Clinical Pharmacology and Toxicology (Holbrook), Department of Medicine, McMaster University, Hamilton, Ont. justin.lee@medportal.ca.
Sergei MuratovDivision of Geriatric Medicine (Lee), Department of Medicine, and Department of Health Research Methods, Evidence, and Impact (Lee, Muratov, Tarride, Mbuagbaw, Seow, Thabane, Holbrook), and Centre for Health Economics and Policy Analysis (CHEPA) (Tarride), McMaster University, Hamilton, Ont.; ICES (Paterson, Gomes, Khuu, Seow, Thavorn); Institute of Health Policy, Management and Evaluation (Paterson, Thavorn), University of Toronto, Toronto, Ont.; Ottawa Hospital Research Institute (Thavorn), The Ottawa Hospital, Ottawa, Ont.; Li Ka Shing Knowledge Institute (Gomes), St. Michael's Hospital, Toronto, Ont.; Department of Oncology (Seow), Faculty of Health Sciences, and Division of Clinical Pharmacology and Toxicology (Holbrook), Department of Medicine, McMaster University, Hamilton, Ont.
Jean-Eric TarrideDivision of Geriatric Medicine (Lee), Department of Medicine, and Department of Health Research Methods, Evidence, and Impact (Lee, Muratov, Tarride, Mbuagbaw, Seow, Thabane, Holbrook), and Centre for Health Economics and Policy Analysis (CHEPA) (Tarride), McMaster University, Hamilton, Ont.; ICES (Paterson, Gomes, Khuu, Seow, Thavorn); Institute of Health Policy, Management and Evaluation (Paterson, Thavorn), University of Toronto, Toronto, Ont.; Ottawa Hospital Research Institute (Thavorn), The Ottawa Hospital, Ottawa, Ont.; Li Ka Shing Knowledge Institute (Gomes), St. Michael's Hospital, Toronto, Ont.; Department of Oncology (Seow), Faculty of Health Sciences, and Division of Clinical Pharmacology and Toxicology (Holbrook), Department of Medicine, McMaster University, Hamilton, Ont.
J Michael PatersonDivision of Geriatric Medicine (Lee), Department of Medicine, and Department of Health Research Methods, Evidence, and Impact (Lee, Muratov, Tarride, Mbuagbaw, Seow, Thabane, Holbrook), and Centre for Health Economics and Policy Analysis (CHEPA) (Tarride), McMaster University, Hamilton, Ont.; ICES (Paterson, Gomes, Khuu, Seow, Thavorn); Institute of Health Policy, Management and Evaluation (Paterson, Thavorn), University of Toronto, Toronto, Ont.; Ottawa Hospital Research Institute (Thavorn), The Ottawa Hospital, Ottawa, Ont.; Li Ka Shing Knowledge Institute (Gomes), St. Michael's Hospital, Toronto, Ont.; Department of Oncology (Seow), Faculty of Health Sciences, and Division of Clinical Pharmacology and Toxicology (Holbrook), Department of Medicine, McMaster University, Hamilton, Ont.
Kednapa ThavornDivision of Geriatric Medicine (Lee), Department of Medicine, and Department of Health Research Methods, Evidence, and Impact (Lee, Muratov, Tarride, Mbuagbaw, Seow, Thabane, Holbrook), and Centre for Health Economics and Policy Analysis (CHEPA) (Tarride), McMaster University, Hamilton, Ont.; ICES (Paterson, Gomes, Khuu, Seow, Thavorn); Institute of Health Policy, Management and Evaluation (Paterson, Thavorn), University of Toronto, Toronto, Ont.; Ottawa Hospital Research Institute (Thavorn), The Ottawa Hospital, Ottawa, Ont.; Li Ka Shing Knowledge Institute (Gomes), St. Michael's Hospital, Toronto, Ont.; Department of Oncology (Seow), Faculty of Health Sciences, and Division of Clinical Pharmacology and Toxicology (Holbrook), Department of Medicine, McMaster University, Hamilton, Ont.
Lawrence MbuagbawDivision of Geriatric Medicine (Lee), Department of Medicine, and Department of Health Research Methods, Evidence, and Impact (Lee, Muratov, Tarride, Mbuagbaw, Seow, Thabane, Holbrook), and Centre for Health Economics and Policy Analysis (CHEPA) (Tarride), McMaster University, Hamilton, Ont.; ICES (Paterson, Gomes, Khuu, Seow, Thavorn); Institute of Health Policy, Management and Evaluation (Paterson, Thavorn), University of Toronto, Toronto, Ont.; Ottawa Hospital Research Institute (Thavorn), The Ottawa Hospital, Ottawa, Ont.; Li Ka Shing Knowledge Institute (Gomes), St. Michael's Hospital, Toronto, Ont.; Department of Oncology (Seow), Faculty of Health Sciences, and Division of Clinical Pharmacology and Toxicology (Holbrook), Department of Medicine, McMaster University, Hamilton, Ont.
Tara GomesDivision of Geriatric Medicine (Lee), Department of Medicine, and Department of Health Research Methods, Evidence, and Impact (Lee, Muratov, Tarride, Mbuagbaw, Seow, Thabane, Holbrook), and Centre for Health Economics and Policy Analysis (CHEPA) (Tarride), McMaster University, Hamilton, Ont.; ICES (Paterson, Gomes, Khuu, Seow, Thavorn); Institute of Health Policy, Management and Evaluation (Paterson, Thavorn), University of Toronto, Toronto, Ont.; Ottawa Hospital Research Institute (Thavorn), The Ottawa Hospital, Ottawa, Ont.; Li Ka Shing Knowledge Institute (Gomes), St. Michael's Hospital, Toronto, Ont.; Department of Oncology (Seow), Faculty of Health Sciences, and Division of Clinical Pharmacology and Toxicology (Holbrook), Department of Medicine, McMaster University, Hamilton, Ont.
Wayne KhuuDivision of Geriatric Medicine (Lee), Department of Medicine, and Department of Health Research Methods, Evidence, and Impact (Lee, Muratov, Tarride, Mbuagbaw, Seow, Thabane, Holbrook), and Centre for Health Economics and Policy Analysis (CHEPA) (Tarride), McMaster University, Hamilton, Ont.; ICES (Paterson, Gomes, Khuu, Seow, Thavorn); Institute of Health Policy, Management and Evaluation (Paterson, Thavorn), University of Toronto, Toronto, Ont.; Ottawa Hospital Research Institute (Thavorn), The Ottawa Hospital, Ottawa, Ont.; Li Ka Shing Knowledge Institute (Gomes), St. Michael's Hospital, Toronto, Ont.; Department of Oncology (Seow), Faculty of Health Sciences, and Division of Clinical Pharmacology and Toxicology (Holbrook), Department of Medicine, McMaster University, Hamilton, Ont.
Hsien SeowDivision of Geriatric Medicine (Lee), Department of Medicine, and Department of Health Research Methods, Evidence, and Impact (Lee, Muratov, Tarride, Mbuagbaw, Seow, Thabane, Holbrook), and Centre for Health Economics and Policy Analysis (CHEPA) (Tarride), McMaster University, Hamilton, Ont.; ICES (Paterson, Gomes, Khuu, Seow, Thavorn); Institute of Health Policy, Management and Evaluation (Paterson, Thavorn), University of Toronto, Toronto, Ont.; Ottawa Hospital Research Institute (Thavorn), The Ottawa Hospital, Ottawa, Ont.; Li Ka Shing Knowledge Institute (Gomes), St. Michael's Hospital, Toronto, Ont.; Department of Oncology (Seow), Faculty of Health Sciences, and Division of Clinical Pharmacology and Toxicology (Holbrook), Department of Medicine, McMaster University, Hamilton, Ont.
Lehana ThabaneDivision of Geriatric Medicine (Lee), Department of Medicine, and Department of Health Research Methods, Evidence, and Impact (Lee, Muratov, Tarride, Mbuagbaw, Seow, Thabane, Holbrook), and Centre for Health Economics and Policy Analysis (CHEPA) (Tarride), McMaster University, Hamilton, Ont.; ICES (Paterson, Gomes, Khuu, Seow, Thavorn); Institute of Health Policy, Management and Evaluation (Paterson, Thavorn), University of Toronto, Toronto, Ont.; Ottawa Hospital Research Institute (Thavorn), The Ottawa Hospital, Ottawa, Ont.; Li Ka Shing Knowledge Institute (Gomes), St. Michael's Hospital, Toronto, Ont.; Department of Oncology (Seow), Faculty of Health Sciences, and Division of Clinical Pharmacology and Toxicology (Holbrook), Department of Medicine, McMaster University, Hamilton, Ont.
Anne HolbrookDivision of Geriatric Medicine (Lee), Department of Medicine, and Department of Health Research Methods, Evidence, and Impact (Lee, Muratov, Tarride, Mbuagbaw, Seow, Thabane, Holbrook), and Centre for Health Economics and Policy Analysis (CHEPA) (Tarride), McMaster University, Hamilton, Ont.; ICES (Paterson, Gomes, Khuu, Seow, Thavorn); Institute of Health Policy, Management and Evaluation (Paterson, Thavorn), University of Toronto, Toronto, Ont.; Ottawa Hospital Research Institute (Thavorn), The Ottawa Hospital, Ottawa, Ont.; Li Ka Shing Knowledge Institute (Gomes), St. Michael's Hospital, Toronto, Ont.; Department of Oncology (Seow), Faculty of Health Sciences, and Division of Clinical Pharmacology and Toxicology (Holbrook), Department of Medicine, McMaster University, Hamilton, Ont.

Funding

CIHR
6 · The paper itself

Abstract

backgroundHealth interventions and policies for high-cost health care users (HCUs) who are older adults need to be informed by a better understanding of their multimorbidity and medication use. This study aims to determine the financial contribution of medications to HCU expenditures and explore whether potentially inappropriate prescribing is associated with incident HCU development.

methodsThis is a protocol for a retrospective population-based matched cohort analysis of incident older adult HCUs (those with the highest 5% of costs and 66 years of age or older) in Ontario during fiscal year 2013. We will obtain person-level data for the index year and year before HCU status from health administrative databases and match each HCU to 3 non-HCUs based on age, sex and geographic location. Average annual medication costs (per patient) and the ratio of medication to total health care costs (at population level) will be examined over the HCU transition period and compared with non-HCUs. We will explore potential quality improvement areas for prescribing by analyzing chronic conditions and the use of medications with a strong evidence base for either clinical benefit or risk of harms outweighing benefits in older adults with these diagnoses. The relation between these medication classes and incident HCU status will be explored using logistic regression.

interpretationUsing a matched cohort design and focusing on incident rather than prevalent HCUs, this protocol will explore our hypotheses that medications and the quality of their prescribing may be important triggers of HCU status and facilitate the identification of potential preventive clinical interventions or policies. Dissemination of results will occur via publications in peer-reviewed journals, presentations at conferences and academic settings, and knowledge translation activities with relevant health system and patient stakeholder groups. STUDY REGISTRATION: Clinicaltrials.gov, no. NCT02815930.

Indexed as

AgedClinical ProtocolsCohort StudiesDatabases, FactualDrug CostsHealth Care CostsHealth ExpendituresHumansInappropriate PrescribingMultimorbidityOntarioRetrospective Studies

Identifiers

PMID33436455
PMCPMC7843076

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Registered trials

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.