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Association of COVID-19 public health measures with cardiac non-invasive testing utilisation in Ontario, Canada: a population-based, retrospective time series analysis
by
Roifman, Idan
, Lin, Ethan
, Sivaswamy, Atul
, Fang, Jiming
, Mendis, Bernard
, Odugbemi, Tomi
in
Aged
/ Algorithms
/ Cardiac Imaging Techniques - statistics & numerical data
/ CARDIOLOGY
/ Cardiovascular disease
/ Cardiovascular Diseases - diagnosis
/ Cardiovascular Diseases - epidemiology
/ Cardiovascular Medicine
/ Censuses
/ Chronic obstructive pulmonary disease
/ COVID-19
/ COVID-19 - epidemiology
/ COVID-19 - prevention & control
/ Diagnostic Imaging
/ Diagnostic tests
/ Echocardiography - statistics & numerical data
/ Female
/ Health insurance
/ Health Services
/ Health services utilization
/ Heart attacks
/ Heart failure
/ Humans
/ Infections
/ Inpatient care
/ Magnetic resonance imaging
/ Male
/ Middle Aged
/ Morbidity
/ Mortality
/ Observational studies
/ Ontario - epidemiology
/ Original Research
/ Outpatient care facilities
/ Pandemics
/ Population
/ Public Health
/ Registries
/ Retrospective Studies
/ SARS-CoV-2
/ Severe acute respiratory syndrome coronavirus 2
/ Shelter in place
/ State of emergency
/ Time series
/ Tomography
/ Trends
2026
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Association of COVID-19 public health measures with cardiac non-invasive testing utilisation in Ontario, Canada: a population-based, retrospective time series analysis
by
Roifman, Idan
, Lin, Ethan
, Sivaswamy, Atul
, Fang, Jiming
, Mendis, Bernard
, Odugbemi, Tomi
in
Aged
/ Algorithms
/ Cardiac Imaging Techniques - statistics & numerical data
/ CARDIOLOGY
/ Cardiovascular disease
/ Cardiovascular Diseases - diagnosis
/ Cardiovascular Diseases - epidemiology
/ Cardiovascular Medicine
/ Censuses
/ Chronic obstructive pulmonary disease
/ COVID-19
/ COVID-19 - epidemiology
/ COVID-19 - prevention & control
/ Diagnostic Imaging
/ Diagnostic tests
/ Echocardiography - statistics & numerical data
/ Female
/ Health insurance
/ Health Services
/ Health services utilization
/ Heart attacks
/ Heart failure
/ Humans
/ Infections
/ Inpatient care
/ Magnetic resonance imaging
/ Male
/ Middle Aged
/ Morbidity
/ Mortality
/ Observational studies
/ Ontario - epidemiology
/ Original Research
/ Outpatient care facilities
/ Pandemics
/ Population
/ Public Health
/ Registries
/ Retrospective Studies
/ SARS-CoV-2
/ Severe acute respiratory syndrome coronavirus 2
/ Shelter in place
/ State of emergency
/ Time series
/ Tomography
/ Trends
2026
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Association of COVID-19 public health measures with cardiac non-invasive testing utilisation in Ontario, Canada: a population-based, retrospective time series analysis
by
Roifman, Idan
, Lin, Ethan
, Sivaswamy, Atul
, Fang, Jiming
, Mendis, Bernard
, Odugbemi, Tomi
in
Aged
/ Algorithms
/ Cardiac Imaging Techniques - statistics & numerical data
/ CARDIOLOGY
/ Cardiovascular disease
/ Cardiovascular Diseases - diagnosis
/ Cardiovascular Diseases - epidemiology
/ Cardiovascular Medicine
/ Censuses
/ Chronic obstructive pulmonary disease
/ COVID-19
/ COVID-19 - epidemiology
/ COVID-19 - prevention & control
/ Diagnostic Imaging
/ Diagnostic tests
/ Echocardiography - statistics & numerical data
/ Female
/ Health insurance
/ Health Services
/ Health services utilization
/ Heart attacks
/ Heart failure
/ Humans
/ Infections
/ Inpatient care
/ Magnetic resonance imaging
/ Male
/ Middle Aged
/ Morbidity
/ Mortality
/ Observational studies
/ Ontario - epidemiology
/ Original Research
/ Outpatient care facilities
/ Pandemics
/ Population
/ Public Health
/ Registries
/ Retrospective Studies
/ SARS-CoV-2
/ Severe acute respiratory syndrome coronavirus 2
/ Shelter in place
/ State of emergency
/ Time series
/ Tomography
/ Trends
2026
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Association of COVID-19 public health measures with cardiac non-invasive testing utilisation in Ontario, Canada: a population-based, retrospective time series analysis
Journal Article
Association of COVID-19 public health measures with cardiac non-invasive testing utilisation in Ontario, Canada: a population-based, retrospective time series analysis
2026
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Overview
BackgroundThe COVID-19 pandemic disrupted healthcare delivery worldwide, beginning in early 2020. While cardiac non-invasive testing (NIT) plays a critical role in the evaluation and management of cardiovascular disease, the population-level association of pandemic-related public health measures on cardiac diagnostics remains unclear.ObjectiveTo compare the rates and patterns of cardiac NIT before and after the implementation of the first and subsequent provincial COVID-19 lockdown measures.Design and settingA population-based and registry-based retrospective time series analysis conducted in Ontario, Canada, a single-payer healthcare system.ParticipantsAll individuals receiving transthoracic echocardiography, stress echocardiography, nuclear imaging, cardiac CT or cardiac MRI between 17 March 2018 and 16 March 2022.Outcome measuresStandardised weekly testing rates compared across pre-pandemic and pandemic intervals using ARIMA (autoregressive integrative moving average) modelling.ResultsAmong 5 269 897 cardiac tests performed, the cumulative rates decreased from 228.8 (95% CI 228.5 to 229.0) tests per 100 000 person-weeks in the pre-pandemic period to 204.3 (95% CI 204.0 to 204.5) tests per 100 000 person-weeks in the pandemic period (p<0.0001). The first lockdown led to the most significant decrease in cumulative testing rate (105.9 per 100 000 person-weeks, 95% CI 105.4 to 106.4, p<0.0001), with an incomplete recovery over time that varied based partially on NIT modality. Outpatient testing decreased more compared with inpatient testing. The rates of transthoracic echocardiography and nuclear imaging decreased, whereas cardiac MRI remained stable and cardiac CT increased.ConclusionsDuring the COVID-19 pandemic in Ontario, cumulative cardiac NIT rates declined significantly and did not fully recover by early 2022. The magnitude and patterns of these declines raise concerns about delayed cardiovascular diagnoses while also signalling a possible shift in diagnostic strategies. Efforts should prioritise preserving access to essential diagnostic testing during future health crises.
Publisher
British Medical Journal Publishing Group,BMJ Publishing Group LTD,BMJ Publishing Group
Subject
/ Cardiac Imaging Techniques - statistics & numerical data
/ Cardiovascular Diseases - diagnosis
/ Cardiovascular Diseases - epidemiology
/ Censuses
/ Chronic obstructive pulmonary disease
/ COVID-19
/ COVID-19 - prevention & control
/ Echocardiography - statistics & numerical data
/ Female
/ Humans
/ Male
/ Severe acute respiratory syndrome coronavirus 2
/ Trends
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