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03‐02‐2015
1
International Comparison of Acute 
Myocardial Infarction Health Care
Minneapolis‐St. Paul, Minnesota vs. Goteborg, Sweden
Alan Berger, MD, MPH
Associate Professor of Medicine
University of Minnesota
December 11th, 2014
Cardiovascular Epidemiology
Study Design
Study Design Traditional and 
Novel Risk
Factor  and 
Models
Treatment 
Effect
Treatment 
Effectiveness
Impact on 
Public Policy
(Real World)
Clinical 
Trial
X
Prospective
Cohort
X X X X
Retrospective
Survey
X X X
03‐02‐2015
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Wong, ND.  Nat. Rev. Cardiol. 2014. doi:10.1038/nrcardio.2014.26
Global & National Cardiovascular Epidemiologic Studies
Wong, ND.  Nat. Rev. Cardiol. 2014. doi:10.1038/nrcardio.2014.26
Global & National Cardiovascular Epidemiologic Studies
03‐02‐2015
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• Most of our good ideas (i.e., hypothesis generation) have come from 
population comparisons
• Lack of variation of exposure within high income countries
• Lack of generalizability between high income and low income 
countries
• Lack of exposure in high income countries
• Importance of addressing the most important public health problems 
on a global basis. 
International Collaboration in Epidemiology
Primary Reasons
Pearce N. OA Epidemiology 2013 Oct 01;1(2):15. 
Minneapolis – St. Paul, MN and Goteborg, Sweden
Demographics
2000 population: 2,642,056
≥ 75 years: 44,243 men, 81,249 women
Mainly white and of northern European descent
2002 population: 474,572
≥ 75 years: 14,752 men, 26,024 women
Ethnic Swedes: 81%
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• Russell Luepker
• Alan Berger
• Angela Vargas
• Kathy Doliszny
• Paul McGovern
• Susan Duval
• Lindsay Smith
• James Pankow
• Eyal Shahar
• Seungmin Lee
• Johan Herlitz
• Thomas Karlsson
• Gunar Brandrup‐Wognsen
• Ann‐Marie Svensson
• Mikael Dellborg
• Putte Abrahamsson
• Bjorn Karlson
Minneapolis – St. Paul, MN and Goteborg, Sweden
International Collaboration
Minneapolis – St. Paul, Minnesota Goteborg, Sweden
• Category A (ESC/ACC/AHA/WHF)
• (+) Cardiac biomarker +  [Symptoms or Q Waves or ST Depression or STEMI or Positive Imaging]
• Unexpected cardiac death with symptoms + [Q waves or ST depression or STEMI or Thrombus]
• Autopsy evidence
• Category B (cardiac biomarkers absent): 
• Symptoms + Q waves
• Death with Hx CHD and Symptoms within 72 hours
• Category C (Probable MI):
• Symptoms + [Q waves of lower probability using Minnesota Code or incomplete biomarkers]
• Inconclusive autopsy
Mendis S, et al. International Journal of Epidemiology 2011;40:139–146
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• How does evolution in AMI definition impact on prevalence / incidence of AMI?
• How does evolution of technology – more sensitive and specific cardiac 
biomarkers – impact on prevalence / incidence of AMI?
Mendis S, et al. International Journal of Epidemiology 2011;40:139–146
• Objective: Identify countries with similar demographics / economics 
but different processes of care to assess whether variation in practice 
impacts outcomes
• Sampling scheme
• Ensure study samples are similar between countries
• Ensure completion of study samples
• Ensure accuracy of data collection
• Outcome assessment
• Identify endpoints of mutual interest
• Validate outcomes
Minneapolis – St. Paul, MN and Goteborg, Sweden
International Collaboration
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6
• Project Development
• Face‐to‐face meetings
• Shared effort in regard to methodology & statistical analyses
• Publications
• Discuss authorship at early stages
• Scope of project spawns many ideas and opportunities
Minneapolis – St. Paul, MN and Goteborg, Sweden
International Collaboration
• Time frame: On average, every 5 years
• Study Population
• Minnesota
• Computerized list of AMIs generated by each hospital
• Random sample of AMI hospitalizations (ICD‐9 code 410) was selected
• Additional sample of UA hospitalizations (ICD‐9 code 411), some of which were AMI
• Sampling ranged from 50% to 100% of patients depending on survey year
• Sweden
• All AMI hospitalizations
• Repeat hospitalizations during same year excluded
Minneapolis – St. Paul, MN and Goteborg, Sweden
Study Sampling
03‐02‐2015
7
• Definition of Acute Myocardial Infarction (AMI)
• Chest Pain
• ECG indicative of AMI
• Positive cardiac biomarker (CK‐MB > 2 x ULN, troponin > 2 x ULN)
• Impact of Technologic Advancement
• Symptoms & ECG stable
• Cardiac biomarkers change with increasing sensitivity and specificity
• Technology impacts case definitions, and, hence incidence of disease
Minneapolis – St. Paul, MN and Goteborg, Sweden
AMI Definition
• Minneapolis – St. Paul, Minnesota
• Acute care hospitals (N = 22), 21 participated in survey, 1 small rural hospital refused
• All of the participating hospitals had intensive care units for AMI treatment
• Cardiologists provided care in most hospitals
• Cardiac catheterization / PCI available at 12 hospitals and these hospitals accounted 
for 76% of primary AMI admissions
• Goteborg, Sweden
• Two acute care hospitals (Sahlgren’s Hospital and Ostra Hospital), each serving half of 
the city, both of which participated. 
• Most patients admitted to CCU and received treatment from fully trained 
cardiologists, cardiologists in training, or internal medicine physicians doing required 
6‐month cardiology training. 
• Cardiac catheterization / PCI performed at both facilities, only one provided those 
services 24 hrs a day, 7 days a week. Transfer to that hospital was readily available.
Minneapolis – St. Paul, MN and Goteborg, Sweden
Hospital Facilities
03‐02‐2015
8
• Readily accessible
• Limited training
• Scope of data limited
• Depth of data limited
• Requires validation
Minneapolis – St. Paul, MN and Goteborg, Sweden
International Collaboration
• Time consuming
• Abstractors require training
• Increased scope of data
• Increased depth of data
• Requires validation
Administrative Data Chart Abstraction
AMI Surveys
Abstraction System
03‐02‐2015
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• Trained nurses
• Supervised by physicians
• Inter‐observer variability assessed by random re‐abstraction of charts
• Data Elements
• Past medical history
• Symptoms
• Signs
• Laboratory data (CK‐MB, troponin)
• ECGs
• Cardiac procedures
• Pharmacotherapy
• Complications
AMI Surveys
Chart Abstraction
• Laptop Computers
• Portability
• Security
• Access Database
• Multi‐user, capable of synchronizing users
• Easy to navigate (tabbed forms, check boxes, drop down selections)
• Error checking
• Ability to annotate 
• Paper Documentation
• ECGs
• Diagnostic Reports (X Ray, ECG, Coronary Angiogram, PCI, CABG)
AMI Surveys
Abstraction Instrument
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• Manual of Operations
• Document Format
• Paper: Prepare abstractors for process and work flow
• Electronic: Rapidly accessible definitions
• Content
• All variables well defined
• Identify which variable to abstract when multiple are available
• Documentation must be able to handle “what if” situations
AMI Surveys
Abstraction Instrument
• In‐hospital
• Obtained from the medical record.
• After hospital discharge, vital status obtained  and after hospital discharge 
from computer linkage with death certificate files provided by the Minnesota 
Department of Health and the Swedish National Registry
• Minnesota Department of Health has complete death certificate records
• Sweden: Survival confirmation as well as date of death for those who died were obtained 
from the Swedish National Population Registry.
AMI Surveys
Vital Status
03‐02‐2015
11
• Recognition of importance of identifying trends
• Incidence of AMI
• Trends in treatment
• Pharmacologic therapies
• Diagnostic and Interventional procedures
• Case fatality
• Data Collection
• EMR permits more detailed and complete access to records
• EMR allows remote access to data
Cardiovascular Epidemiologic Studies
Current Opportunities
• Health Insurance Portability and Accountability Act (HIPAA)
• Constraints on access to records
• Patients have right to opt out of studies if identified information
• Large observational studies costly
• Resources for data abstraction
Cardiovascular Epidemiologic Studies
Current Barriers
03‐02‐2015
12
Comparison of treatment and outcomes 
for patient with acute myocardial infarction 
in Minneapolis‐St. Paul, Minnesota and 
Goteborg, Sweden
Mcgovern PG, et al.  Am J Cardiol 1997; 80: 557‐62.
Age‐Specific Rates for 1990 per 100,000 Persons for CHD 
Mortality and Hospitalized AMI in Goteborg and MSP
Mcgovern PG, et al.  Am J Cardiol 1997; 80: 557‐62.
Age‐adjusted CHD 
mortality lower for both 
men and women in MSP 
than Goteborg.
Age‐adjusted hospitalized 
AMI discharge rate higher 
for both men and women 
in Goteborg than MSP.
03‐02‐2015
13
Mcgovern PG, et al.  Am J Cardiol 1997; 80: 557‐62.
Baseline Characteristics of AMI Patients
Goteborg (1990‐1991) vs. MSP (1990)
Early studies showed a marked difference in the use of both diagnostic procedures and 
coronary revascularization (PCI & CABG), with rates higher in MSP than Goteborg.
Mcgovern PG, et al.  Am J Cardiol 1997; 80: 557‐62.
Baseline Characteristics of AMI Patients
Goteborg (1990‐1991) vs. MSP (1990)
Early data also showed difference in the use of what are now considered standard AMI 
pharmacotherapies. 
03‐02‐2015
14
Mcgovern PG, et al.  Am J Cardiol 1997; 80: 557‐62.
Baseline Characteristics of AMI Patients
Goteborg (1990‐1991) vs. MSP (1990)
Early data showed differences in post MI survival, more evident in men than women.
International comparison of treatment and
long‐term outcomes for acute myocardial
infarction in the elderly: 
Minneapolis/St. Paul, MN, USA and 
Goteborg, Sweden
Smith LG, et al. European Heart Journal (2013) 34, 3191–3197.
03‐02‐2015
15
AMI Therapies: MSP vs. Goteborg
2001 Survey
Smith LG, et al. European Heart Journal (2013) 34, 3191–3197.
Increase use of aspirin, ACE‐I, nitrates, and additional 
antiplatelet agents in MSP compared to Goteborg.  
Increased use of beta blockers in Goteborg compared to MSP.
AMI Therapies: MSP vs. Goteborg
2001 Survey
Smith LG, et al. European Heart Journal (2013) 34, 3191–3197.
ST elevation MI more common in Goteborg than MSP.  In spite of this, patients in MSP more 
likely to undergo coronary angiography and PCI than patients treated In Goteborg.   Among 
patients undergoing PCI, the use of early intervention was similar between both countries.
03‐02‐2015
16
AMI Discharge Therapies: MSP vs. Goteborg
2001 Survey
Smith LG, et al. European Heart Journal (2013) 34, 3191–3197.
At discharge, ACE‐I, nitrates, additional antiplatelet agents, and statins were more likely to 
be prescribed in MSP compared to Goteborg.  Beta blockers were more likely to be 
prescribed at discharge in Goteborg compared than MSP.
AMI Male Survival: MSP vs. Goteborg
2001 Survey
Smith LG, et al. European Heart Journal (2013) 34, 3191–3197.
Survival in both men and women was improved following an AMI in MSP compared to 
Goteborg.  The survival curves began to diverge in the first year and continued to separate 
over the subsequent 7 years. 
03‐02‐2015
17
Adjusted AMI Survival: MSP vs. Goteborg
2001 Survey
Smith LG, et al. European Heart Journal (2013) 34, 3191–3197.
• Svensson AM, et al. The influence of a history of diabetes on 
treatment and outcome in acute myocardial infarction, during two 
time periods and in two different countries. International Journal of 
Cardiology (2007) 119: 310‐25.
• Vargas A,et al. Characteristics and outcomes among patients 
undergoing coronary artery bypass grafting in western Sweden and 
Minneapolis–St Paul, Minnesota. Am Heart J  2001; 142: 1080‐7.
• Herlitz J, et al. Comparison of treatment and outcomes for patients 
with acute myocardial infarction in Minneapolis/St. Paul, Minnesota, 
and Goteborg, Sweden. Am Heart J  2003; 146: 1023‐9.
Minneapolis – St. Paul, MN and Goteborg, Sweden
Other Published Work

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