Article in Review. Citations to date: 67!

Size: px
Start display at page:

Download "Article in Review. Citations to date: 67!"

Transcription

1 Journal Club Week 1 Doctor, I have migraine with aura, am I more likely to die of cardiovascular disease?!!!!!!!!!!!!!! Samantha Warhurst! Med3000 Student!

2 ! Article in Review Gudmundsson, L. S., Scher, A. I., Aspelund, T., Eliasson, J. H., Johannsson, M., Thorgeirsson, G.,... & Gudnason, V. (2010). Migraine with aura and risk of cardiovascular and all cause mortality in men and women: prospective cohort study. BMJ, 341.! Citations to date: 67!

3 Summary of article Section 1!

4 The British Medical Journal The BMJ s average weekly print circulation is 121,762 (ABC multi-platform certificate January-June 2013). In the same six month period total monthly unique browsers of bmj.com peaked in May at 1,365,786.!! The BMJ s Impact Factor is 16.3 (ISI Web of Science, 2014).! From:

5 NHMRC Level II Study - Prospective Cohort Study

6 What is a Prospective Cohort Study? Prospective cohort study where groups of people (cohorts) are observed at a point in time to be exposed to an intervention/factor under study. They are then followed prospectively with further outcomes recorded as they happen.! es for recommendations for developers of guidelines. Available at:

7 Aim of study To estimate whether migraine in mid-life is associated with mortality from cardiovascular disease, other causes and all causes.!

8 What is Migraine with Aura? Recurrent disorder manifesting in attacks of reversible focal neurological symptoms that usually develop gradually over 5-20 minutes and last for less than 60 minutes. Headache with the features of migraine without aura usually follows the aura symptoms. Less commonly, headache lacks migrainous features or is completely absent!!! From: 02_teil1/ _migraine.html!

9 What is Migraine with Aura? Criteria from Gudmundsson et al, 2010 (similar to International Headache Society, 2004)! Migraine with aura = Headache with a visual and/or sensory aura.! Migraine without aura = headache with at least two of the three non-aura symptoms (nausea, unilateral location, photophobia).!

10 Is there a link between Migraine and Cardiovascular Disease? Conflicting evidence between studies - some indicate migraine is a risk factor, some indicate it s a protective factor and some are inconclusive (Gudmusson et al., 2010).! Preceding meta-analysis (Schurks et al., 2009) found migraine with aura is associated with two-fold increase in risk of ischaemic stroke. Meta-analysis did not have enough data to examine link between migraine with aura and cardiovascular causes of mortality.!

11 Method Participants were taken from the Reykjavik study (Iceland), a population based study to prospectively study cardiovascular disease in Iceland.! Initial examination of each person conducted between , average year of initial examination was 1975.! Migraine assessment was via symptomatic questionnaire/interview (not specified).!

12 Methods At same time as migraine assessment, assessment of cardiovascular risk was performed by nurses:! Questionnaires! Physical measurements! Spirometry! ECG! Venous blood sampling!

13 Method Participants were followed for up to 40 years (until end 2007).! Information re cause of death was obtained from Statistics Iceland and given and ICD code.! Main endpoints:! Death from cardiovascular disease (also separated into fatal CHD, fatal stroke, other fatal CVD)! Death from non-cardiovascular disease! Death from all causes.! Statistical analysis was using Cox proportional hazards to estimate relative risk of death (hazard ratio) after adjusting for demographic and baseline risk factors for cardiovascular disease!

14 Participants Sample of at start of study and by 2007, participants had died.! 4323 died from cardiovascular disease (mostly coronary heart disease)! 6035 from non cardiovascular disease.! 11% (n = 2023) were classified as having migraine, 3% without aura and 8% with aura.!

15 Results/Conclusions People with migraine with aura were at increased risk of:! All cause mortality! Mortality from cardiovascular disease! Mortality from coronary heart disease and stroke**! when compared with people with migraine without aura or non-migraine headache.! Women with migraine with aura were also at an increased risk of mortality from non-cardiovascular disease compared to women with migraine without aura/non-migraine headache.! Increases in risk were moderate (hazard ratio = ).!

16 Over to you. What does this mean in terms of clinical care?!

17 Clinical Implications Migraine with aura is an independent risk factor for cardiovascular and all cause mortality but it is weaker than major established risk factors such as smoking, diabetes and high blood pressure. (Gudmundsson et al., 2010, p8)!

18 Critical appraisal Based on protocol detailed in: Young JM, Solomon MJ (2009). How to critically appraise an article! Nature Clinical Practice: Gastroenterology & Hepatology, 6(2); 82-91!

19

20 Is the study question relevant? The study addressed a pertinent issue in primary care, risk factors for cardiovascular mortality, and mortality from other causes. It has concrete clinical implications which may, over time, influence clinical practice. Is this study relevant to medical students? Definitely. Implications for patient care as above but also makes us think about the link between migraine with aura and cardiovascular disease and why this might be the case.

21 Does the study add anything new? Enhances understanding of relationship between migraine with aura, cardiovascular mortality, in particular from coronary heart disease and stroke. This was identified as a gap by a previous systematic review/ meta-analysis (Schurks et al, 2009). It adds to the existing literature base on cardiovascular risk factors.

22 What type of research question is being asked? Population: People born between from Reykjavik! Intervention: migraine with aura! Comparison: no migraine, migraine without aura! Outcomes: Cardiovascular mortality, noncardiovascular mortality, all causes of death!

23 Was the study design appropriate for the question? Yes, the prospective cohort study allowed researchers to gather specific exposure data (i.e. re migraine with aura and cardiac risk factors) and follow the patients over time to link this exposure with an outcome (various types of mortality).!

24 From:

25 Did the study methods address the most important sources of bias? Most important sources of bias in cohort studies are selection bias and attrition bias.! Prospective cohort studies may be susceptible to attrition bias. Due to use of Statistics Iceland for endpoint data this was minimised in current study and it only had 1% attrition.! Participants all selected from same population so minimal selection bias.!

26 Did the study methods address the most important sources of bias? Other potentially confounding factors:! Study statistics accounted potentially-confounding cardiac risk factors at the time of initial assessment (i.e., BMI, smoking, hypertension ) but not risk factors developed during the course of the study.! No information on any treatments received for migraine which may have altered cardiovascular mortality.! Venous measurement techniques for cholesterol may have changed in course of long initial data collection period ( )??!

27 Was the study performed according to the original protocol? Yes, few changes were possible as original data collected between and protocol appears to have remained the same during this period.!

28 Does the study test a stated hypothesis Hypothesis was not stated as previous studies on the topic were inconclusive. Only a statement of aim was included: We estimated the risk of mortality from cardiovascular disease, non-cardiovascular disease, and all causes associated with having migraine with or without aura at mid-life during up to 40 years of follow-up in a population based cohort.

29 Were the statistical analyses performed correctly? Utilised Cox proportional hazards model to estimate the relative risk of death (hazard ratio) after adjusting for demographic and baseline risk factors for cardiovascular disease (e.g., BMI, smoking, diabetes, pref history of coronary event, use of anti-hypertensive drugs etc).! A Cox model is a statistical technique for exploring the relationship between the survival of a patient and several explanatory variables.! Provides an estimate of a variable s effect on survival (time to death) after adjustment for other explanatory variables.! Regression model i.e. it can account for several variables at once! Tested for violations and these were reported.! Info on Cox model from:

30 Are there any conflicts of interest? None stated!

31 Can the results be applied to the local population? Maybe. Study undertaken in Iceland on a population who were born a long time ago. So results may differ from those that might be obtained in Australia with a much newer/younger population.! Statistics performed on large subject numbers >10000.!

32 OVERALL study critique Strengths:! Good study design! Large sample size! Data is statistically significant with moderate effect sizes.! Minimal bias or confounding factors! Weaknesses:! Population differs from local Australian population in terms of locality and generationality.! Hypothesis was not stated (but it could not be determined from previous literature).! Long initial data collection period - may impact on measurement!

Hormones and cardiovascular disease, what the Danish Nurse Cohort learned us

Hormones and cardiovascular disease, what the Danish Nurse Cohort learned us Hormones and cardiovascular disease, what the Danish Nurse Cohort learned us Ellen Løkkegaard, Clinical Associate Professor, Ph.d. Dept. Obstetrics and Gynecology. Hillerød Hospital, University of Copenhagen

More information

Cohort Studies. Sukon Kanchanaraksa, PhD Johns Hopkins University

Cohort Studies. Sukon Kanchanaraksa, PhD Johns Hopkins University This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike License. Your use of this material constitutes acceptance of that license and the conditions of use of materials on this

More information

Stress is linked to exaggerated cardiovascular reactivity. 1) Stress 2) Hostility 3) Social Support. Evidence of association between these

Stress is linked to exaggerated cardiovascular reactivity. 1) Stress 2) Hostility 3) Social Support. Evidence of association between these Psychosocial Factors & CHD Health Psychology Psychosocial Factors 1) Stress 2) Hostility 3) Social Support Evidence of association between these psychosocial factors and CHD Physiological Mechanisms Stress

More information

GENERAL HEART DISEASE KNOW THE FACTS

GENERAL HEART DISEASE KNOW THE FACTS GENERAL HEART DISEASE KNOW THE FACTS WHAT IS Heart disease is a broad term meaning any disease affecting the heart. It is commonly used to refer to coronary heart disease (CHD), a more specific term to

More information

Listen to your heart: Good Cardiovascular Health for Life

Listen to your heart: Good Cardiovascular Health for Life Listen to your heart: Good Cardiovascular Health for Life Luis R. Castellanos MD, MPH Assistant Clinical Professor of Medicine University of California San Diego School of Medicine Sulpizio Family Cardiovascular

More information

Coronary Heart Disease (CHD) Brief

Coronary Heart Disease (CHD) Brief Coronary Heart Disease (CHD) Brief What is Coronary Heart Disease? Coronary Heart Disease (CHD), also called coronary artery disease 1, is the most common heart condition in the United States. It occurs

More information

Known Donor Questionnaire

Known Donor Questionnaire Known Donor Questionnaire Your donor s answers to these questions will provide you with a wealth of information about his health. You ll probably need assistance from a health care provider to interpret

More information

New Cholesterol Guidelines: Carte Blanche for Statin Overuse Rita F. Redberg, MD, MSc Professor of Medicine

New Cholesterol Guidelines: Carte Blanche for Statin Overuse Rita F. Redberg, MD, MSc Professor of Medicine New Cholesterol Guidelines: Carte Blanche for Statin Overuse Rita F. Redberg, MD, MSc Professor of Medicine Disclosures & Relevant Relationships I have nothing to disclose No financial conflicts Editor,

More information

ADVANCE: a factorial randomised trial of blood pressure lowering and intensive glucose control in 11,140 patients with type 2 diabetes

ADVANCE: a factorial randomised trial of blood pressure lowering and intensive glucose control in 11,140 patients with type 2 diabetes ADVANCE: a factorial randomised trial of blood pressure lowering and intensive glucose control in 11,140 patients with type 2 diabetes Effects of a fixed combination of the ACE inhibitor, perindopril,

More information

Randomized trials versus observational studies

Randomized trials versus observational studies Randomized trials versus observational studies The case of postmenopausal hormone therapy and heart disease Miguel Hernán Harvard School of Public Health www.hsph.harvard.edu/causal Joint work with James

More information

Appendix: Description of the DIETRON model

Appendix: Description of the DIETRON model Appendix: Description of the DIETRON model Much of the description of the DIETRON model that appears in this appendix is taken from an earlier publication outlining the development of the model (Scarborough

More information

Social inequalities in all cause and cause specific mortality in a country of the African region

Social inequalities in all cause and cause specific mortality in a country of the African region Social inequalities in all cause and cause specific mortality in a country of the African region Silvia STRINGHINI 1, Valentin Rousson 1, Bharathi Viswanathan 2, Jude Gedeon 2, Fred Paccaud 1, Pascal Bovet

More information

Absolute cardiovascular disease risk assessment

Absolute cardiovascular disease risk assessment Quick reference guide for health professionals Absolute cardiovascular disease risk assessment This quick reference guide is a summary of the key steps involved in assessing absolute cardiovascular risk

More information

Journal Club: Niacin in Patients with Low HDL Cholesterol Levels Receiving Intensive Statin Therapy by the AIM-HIGH Investigators

Journal Club: Niacin in Patients with Low HDL Cholesterol Levels Receiving Intensive Statin Therapy by the AIM-HIGH Investigators Journal Club: Niacin in Patients with Low HDL Cholesterol Levels Receiving Intensive Statin Therapy by the AIM-HIGH Investigators Shaikha Al Naimi Doctor of Pharmacy Student College of Pharmacy Qatar University

More information

UNIVERSITY OF BIRMINGHAM AND UNIVERSITY OF YORK HEALTH ECONOMICS CONSORTIUM (NICE EXTERNAL CONTRACTOR) Health economic report on piloted indicator(s)

UNIVERSITY OF BIRMINGHAM AND UNIVERSITY OF YORK HEALTH ECONOMICS CONSORTIUM (NICE EXTERNAL CONTRACTOR) Health economic report on piloted indicator(s) UNIVERSITY OF BIRMINGHAM AND UNIVERSITY OF YORK HEALTH ECONOMICS CONSORTIUM (NICE EXTERNAL CONTRACTOR) Health economic report on piloted indicator(s) Pilot QOF indicator: The percentage of patients 79

More information

Barriers to Healthcare Services for People with Mental Disorders. Cardiovascular disorders and diabetes in people with severe mental illness

Barriers to Healthcare Services for People with Mental Disorders. Cardiovascular disorders and diabetes in people with severe mental illness Barriers to Healthcare Services for People with Mental Disorders Cardiovascular disorders and diabetes in people with severe mental illness Dr. med. J. Cordes LVR- Klinikum Düsseldorf Kliniken der Heinrich-Heine-Universität

More information

on a daily basis. On the whole, however, those with heart disease are more limited in their activities, including work.

on a daily basis. On the whole, however, those with heart disease are more limited in their activities, including work. Heart Disease A disabling yet preventable condition Number 3 January 2 NATIONAL ACADEMY ON AN AGING SOCIETY Almost 18 million people 7 percent of all Americans have heart disease. More than half of the

More information

Quantifying Life expectancy in people with Type 2 diabetes

Quantifying Life expectancy in people with Type 2 diabetes School of Public Health University of Sydney Quantifying Life expectancy in people with Type 2 diabetes Alison Hayes School of Public Health University of Sydney The evidence Life expectancy reduced by

More information

Systolic Blood Pressure Intervention Trial (SPRINT) Principal Results

Systolic Blood Pressure Intervention Trial (SPRINT) Principal Results Systolic Blood Pressure Intervention Trial (SPRINT) Principal Results Paul K. Whelton, MB, MD, MSc Chair, SPRINT Steering Committee Tulane University School of Public Health and Tropical Medicine, and

More information

Mortality Assessment Technology: A New Tool for Life Insurance Underwriting

Mortality Assessment Technology: A New Tool for Life Insurance Underwriting Mortality Assessment Technology: A New Tool for Life Insurance Underwriting Guizhou Hu, MD, PhD BioSignia, Inc, Durham, North Carolina Abstract The ability to more accurately predict chronic disease morbidity

More information

DISCLOSURES RISK ASSESSMENT. Stroke and Heart Disease -Is there a Link Beyond Risk Factors? Daniel Lackland, MD

DISCLOSURES RISK ASSESSMENT. Stroke and Heart Disease -Is there a Link Beyond Risk Factors? Daniel Lackland, MD STROKE AND HEART DISEASE IS THERE A LINK BEYOND RISK FACTORS? D AN IE L T. L AC K L AN D DISCLOSURES Member of NHLBI Risk Assessment Workgroup RISK ASSESSMENT Count major risk factors For patients with

More information

MANAGEMENT OF LIPID DISORDERS: IMPLICATIONS OF THE NEW GUIDELINES

MANAGEMENT OF LIPID DISORDERS: IMPLICATIONS OF THE NEW GUIDELINES MANAGEMENT OF LIPID DISORDERS: IMPLICATIONS OF THE NEW GUIDELINES Robert B. Baron MD MS Professor and Associate Dean UCSF School of Medicine Declaration of full disclosure: No conflict of interest EXPLAINING

More information

Statins and Risk for Diabetes Mellitus. Background

Statins and Risk for Diabetes Mellitus. Background Statins and Risk for Diabetes Mellitus Kevin C. Maki, PhD, FNLA Midwest Center for Metabolic & Cardiovascular Research and DePaul University, Chicago, IL 1 Background In 2012 the US Food and Drug Administration

More information

ECONOMIC COSTS OF PHYSICAL INACTIVITY

ECONOMIC COSTS OF PHYSICAL INACTIVITY ECONOMIC COSTS OF PHYSICAL INACTIVITY This fact sheet highlights the prevalence and health-consequences of physical inactivity and summarises some of the key facts and figures on the economic costs of

More information

Guide to Biostatistics

Guide to Biostatistics MedPage Tools Guide to Biostatistics Study Designs Here is a compilation of important epidemiologic and common biostatistical terms used in medical research. You can use it as a reference guide when reading

More information

THE INTERNET STROKE CENTER PRESENTATIONS AND DISCUSSIONS ON STROKE MANAGEMENT

THE INTERNET STROKE CENTER PRESENTATIONS AND DISCUSSIONS ON STROKE MANAGEMENT THE INTERNET STROKE CENTER PRESENTATIONS AND DISCUSSIONS ON STROKE MANAGEMENT Stroke Prevention in Atrial Fibrillation Gregory Albers, M.D. Director Stanford Stroke Center Professor of Neurology and Neurological

More information

Misconceptions demystified Life and Critical Illness Insurance. Kris Boundy

Misconceptions demystified Life and Critical Illness Insurance. Kris Boundy Misconceptions demystified Life and Critical Illness Insurance Kris Boundy 2014 Reinsurance Slows Down Life Insurance Sale Role of Reinsurance Risk Transfer Product Development and Pricing Support Claims/Underwriting

More information

Success factors in Behavioral Medicine

Success factors in Behavioral Medicine Success factors in Behavioral Medicine interventions post myocardial infarction Depression Gunilla post myocardial Burell, PhD infarction Department of Public Health, Uppsala University, Sweden XIII Svenska

More information

International Task Force for Prevention Of Coronary Heart Disease. Clinical management of risk factors. coronary heart disease (CHD) and stroke

International Task Force for Prevention Of Coronary Heart Disease. Clinical management of risk factors. coronary heart disease (CHD) and stroke International Task Force for Prevention Of Coronary Heart Disease Clinical management of risk factors of coronary heart disease and stroke Economic analyses of primary prevention of coronary heart disease

More information

Assessing risk of myocardial infarction and stroke: new data from the Prospective Cardiovascular Münster (PROCAM) study

Assessing risk of myocardial infarction and stroke: new data from the Prospective Cardiovascular Münster (PROCAM) study European Journal of Clinical Investigation (2007) 37, 925 932 DOI: 10.1111/j.1365-2362.2007.01888.x Blackwell Publishing Ltd Review Assessing risk of myocardial infarction and stroke: new data from the

More information

C. The null hypothesis is not rejected when the alternative hypothesis is true. A. population parameters.

C. The null hypothesis is not rejected when the alternative hypothesis is true. A. population parameters. Sample Multiple Choice Questions for the material since Midterm 2. Sample questions from Midterms and 2 are also representative of questions that may appear on the final exam.. A randomly selected sample

More information

Diabetes Complications

Diabetes Complications Managing Diabetes: It s s Not Easy But It s s Worth It Presenter Disclosures W. Lee Ball, Jr., OD, FAAO (1) The following personal financial relationships with commercial interests relevant to this presentation

More information

on behalf of the AUGMENT-HF Investigators

on behalf of the AUGMENT-HF Investigators One Year Follow-Up Results from AUGMENT-HF: A Multicenter Randomized Controlled Clinical Trial of the Efficacy of Left Ventricular Augmentation with Algisyl-LVR in the Treatment of Heart Failure* Douglas

More information

Neal Rouzier responds to the JAMA article on Men and Testosterone

Neal Rouzier responds to the JAMA article on Men and Testosterone Neal Rouzier responds to the JAMA article on Men and Testosterone On the first day the JAMA article was released I received 500 emails from physicians and patients requesting my opinion of the article

More information

Telemedicine in the Prevention and Monitoring of Heart Disease

Telemedicine in the Prevention and Monitoring of Heart Disease Telemedicine in the Prevention and Monitoring of Heart Disease Prof. Dr. med. Friedrich Köhler 26. April 2012 Charité-Universitätsmedizin Berlin Facts Founded in 1710 11 Nobel laureates 12.922 employees

More information

Service delivery interventions

Service delivery interventions Service delivery interventions S A S H A S H E P P E R D D E P A R T M E N T O F P U B L I C H E A L T H, U N I V E R S I T Y O F O X F O R D CO- C O O R D I N A T I N G E D I T O R C O C H R A N E E P

More information

Design and principal results

Design and principal results International Task Force for Prevention Of Coronary Heart Disease Coronary heart disease and stroke: Risk factors and global risk Slide Kit 1 (Prospective Cardiovascular Münster Heart Study) Design and

More information

Now we ve weighed up your application for our protection products, it s only fair we talk you through our assessment process. More than anything, we

Now we ve weighed up your application for our protection products, it s only fair we talk you through our assessment process. More than anything, we how we assess your application UNDERWRITING EXPLAINED. Now we ve weighed up your application for our protection products, it s only fair we talk you through our assessment process. More than anything,

More information

Big data size isn t enough! Irene Petersen, PhD Primary Care & Population Health

Big data size isn t enough! Irene Petersen, PhD Primary Care & Population Health Big data size isn t enough! Irene Petersen, PhD Primary Care & Population Health Introduction Reader (Statistics and Epidemiology) Research team epidemiologists/statisticians/phd students Primary care

More information

African Americans & Cardiovascular Diseases

African Americans & Cardiovascular Diseases Statistical Fact Sheet 2013 Update African Americans & Cardiovascular Diseases Cardiovascular Disease (CVD) (ICD/10 codes I00-I99, Q20-Q28) (ICD/9 codes 390-459, 745-747) Among non-hispanic blacks age

More information

Chronic diseases in low and middle income countries: more research or more action? Shah Ebrahim London School of Hygiene & Tropical Medicine

Chronic diseases in low and middle income countries: more research or more action? Shah Ebrahim London School of Hygiene & Tropical Medicine Chronic diseases in low and middle income countries: more research or more action? Shah Ebrahim London School of Hygiene & Tropical Medicine More action needed Overview Growing burden of chronic diseases

More information

Kardiovaskuläre Erkrankungen ein Update für die Praxis, 22. Mai 2014 PD Dr. Matthias Wilhelm

Kardiovaskuläre Erkrankungen ein Update für die Praxis, 22. Mai 2014 PD Dr. Matthias Wilhelm Bewegungsbasierte kardiale Rehabilitation als 3. Säule fit für die Zukunft? Matthias Wilhelm Cardiovascular Prevention, Rehabilitation & Sports Medicine University Clinic for Cardiology Interdisciplinary

More information

The cost of physical inactivity What is the lack of participation in physical activity costing Australia?

The cost of physical inactivity What is the lack of participation in physical activity costing Australia? The cost of physical inactivity What is the lack of participation in physical activity costing Australia? August 2007 Physically inactive Australian adults are costing the healthcare system an avoidable

More information

This clinical study synopsis is provided in line with Boehringer Ingelheim s Policy on Transparency and Publication of Clinical Study Data.

This clinical study synopsis is provided in line with Boehringer Ingelheim s Policy on Transparency and Publication of Clinical Study Data. abcd Clinical Study for Public Disclosure This clinical study synopsis is provided in line with s Policy on Transparency and Publication of Clinical Study Data. The synopsis which is part of the clinical

More information

The Adverse Health Effects of Cannabis

The Adverse Health Effects of Cannabis The Adverse Health Effects of Cannabis Wayne Hall National Addiction Centre Kings College London and Centre for Youth Substance Abuse Research University of Queensland Assessing the Effects of Cannabis

More information

Osama Jarkas. in Chest Pain Patients. STUDENT NAME: Osama Jarkas DATE: August 10 th, 2015

Osama Jarkas. in Chest Pain Patients. STUDENT NAME: Osama Jarkas DATE: August 10 th, 2015 STUDENT NAME: Osama Jarkas DATE: August 10 th, 2015 PROJECT TITLE: Analysis of ECG Exercise Stress Testing and Framingham Risk Score in Chest Pain Patients PRIMARY SUPERVISOR NAME: Dr. Edward Tan DEPARTMENT:

More information

Tips for surviving the analysis of survival data. Philip Twumasi-Ankrah, PhD

Tips for surviving the analysis of survival data. Philip Twumasi-Ankrah, PhD Tips for surviving the analysis of survival data Philip Twumasi-Ankrah, PhD Big picture In medical research and many other areas of research, we often confront continuous, ordinal or dichotomous outcomes

More information

NIHI Big Data in Healthcare Research Case Study

NIHI Big Data in Healthcare Research Case Study NIHI Big Data in Healthcare Research Case Study Professor Rob Doughty Heart Foundation Chair of Heart Health National Institute for Health Innovation and the Dept of Medicine, University of Auckland &

More information

Stroke: Major Public Health Burden. Stroke: Major Public Health Burden. Stroke: Major Public Health Burden 5/21/2012

Stroke: Major Public Health Burden. Stroke: Major Public Health Burden. Stroke: Major Public Health Burden 5/21/2012 Faculty Prevention Sharon Ewer, RN, BSN, CNRN Stroke Program Coordinator Baptist Health Montgomery, Alabama Satellite Conference and Live Webcast Monday, May 21, 2012 2:00 4:00 p.m. Central Time Produced

More information

GEOSPATIAL TECHNOLOGY IN DISEASE MAPPING, E-SURVEILLANCE AND HEALTH CARE FOR RURAL POPULATION IN SOUTH INDIA

GEOSPATIAL TECHNOLOGY IN DISEASE MAPPING, E-SURVEILLANCE AND HEALTH CARE FOR RURAL POPULATION IN SOUTH INDIA GEOSPATIAL TECHNOLOGY IN DISEASE MAPPING, E-SURVEILLANCE AND HEALTH CARE FOR RURAL POPULATION IN SOUTH INDIA Praveenkumar BA a, Suresh Krishnamurthy a, Nikhil Agarwal b, Rohan Mahalank b, Nikhila B.S b,

More information

THE TOP TEN CAUSES OF DEATH

THE TOP TEN CAUSES OF DEATH FACT SHEET THE TOP TEN CAUSES OF DEATH THE TEN LEADING CAUSES OF DEATH BY BROAD INCOME GROUP 2002 High-income countries Deaths in millions % of deaths Coronary heart 1.34 17.1 Stroke and other s 0.77 9.8

More information

STROKE April 2011 Dr Amer Jafar A delay in recognizing early warning signs (WS) and risk factors (RF) of ischemic stroke causes a delay in treatment Evaluated: knowledge of RF and WS and the impact of

More information

Butler Memorial Hospital Community Health Needs Assessment 2013

Butler Memorial Hospital Community Health Needs Assessment 2013 Butler Memorial Hospital Community Health Needs Assessment 2013 Butler County best represents the community that Butler Memorial Hospital serves. Butler Memorial Hospital (BMH) has conducted community

More information

Abdominal Aortic Aneurysm (AAA) General Information. Patient information Leaflet

Abdominal Aortic Aneurysm (AAA) General Information. Patient information Leaflet Abdominal Aortic Aneurysm (AAA) General Information Patient information Leaflet 1 st July 2016 WHAT IS THE AORTA? The aorta is the largest artery (blood vessel) in the body. It carries blood from the heart

More information

Main Effect of Screening for Coronary Artery Disease Using CT

Main Effect of Screening for Coronary Artery Disease Using CT Main Effect of Screening for Coronary Artery Disease Using CT Angiography on Mortality and Cardiac Events in High risk Patients with Diabetes: The FACTOR-64 Randomized Clinical Trial Joseph B. Muhlestein,

More information

DIAGNOSTIC CRITERIA OF STROKE

DIAGNOSTIC CRITERIA OF STROKE DIAGNOSTIC CRITERIA OF STROKE Diagnostic criteria are used to validate clinical diagnoses. Here below MONICA diagnostic criteria are reported. MONICA - MONItoring trends and determinants of CArdiovascular

More information

SUMMARY OF CHANGES TO QOF 2015/16 - ENGLAND CLINICAL

SUMMARY OF CHANGES TO QOF 2015/16 - ENGLAND CLINICAL SUMMARY OF CHANGES TO QOF 2015/1 - ENGLAND KEY No change Retired/replaced Wording and/or change Point or threshold change Indicator ID change 14/15 QOF ID 15/1 QOF ID NICE ID Indicator wording Changes

More information

Creating a culture of wellbeing in

Creating a culture of wellbeing in Health and Wellness Program Creating a culture of wellbeing in the workplace. kl TRENCH CORPORATE HEALTH PROGRAMS 16 Yrs experience Remote and CBD 1000 employees THE AUSTRALIAN WORKPLACE 1/3 of

More information

Risk Management Plan

Risk Management Plan Risk Management Plan Active substance: Drospirenone/ethinylestradiol Version number: 4.0 VI.2 Elements for a Public Summary VI.2.1 Overview of disease epidemiology Oral contraception Effective control

More information

Know your Numbers The D5 Goals for Diabetes Care. Shelly Hanson RN, CNS, CDE Cuyuna Regional Medical Center November 6, 2014

Know your Numbers The D5 Goals for Diabetes Care. Shelly Hanson RN, CNS, CDE Cuyuna Regional Medical Center November 6, 2014 Know your Numbers The D5 Goals for Diabetes Care Shelly Hanson RN, CNS, CDE Cuyuna Regional Medical Center November 6, 2014 The D5 What is it 5 different treatment goals identified for optimal diabetes

More information

Cardiac Rehabilitation

Cardiac Rehabilitation Cardiac Rehabilitation Introduction Experiencing heart disease should be the beginning of a new, healthier lifestyle. Cardiac rehabilitation helps you in two ways. First, it helps your heart recover through

More information

CARDIAC CARE. Giving you every advantage

CARDIAC CARE. Giving you every advantage CARDIAC CARE Giving you every advantage Getting to the heart of the matter The Cardiovascular Program at Northwest Hospital & Medical Center is dedicated to the management of cardiovascular disease. The

More information

Nursing Journal Toolkit: Critiquing a Quantitative Research Article

Nursing Journal Toolkit: Critiquing a Quantitative Research Article A Virtual World Consortium: Using Second Life to Facilitate Nursing Journal Clubs Nursing Journal Toolkit: Critiquing a Quantitative Research Article 1. Guidelines for Critiquing a Quantitative Research

More information

CHAPTER V DISCUSSION. normal life provided they keep their diabetes under control. Life style modifications

CHAPTER V DISCUSSION. normal life provided they keep their diabetes under control. Life style modifications CHAPTER V DISCUSSION Background Diabetes mellitus is a chronic condition but people with diabetes can lead a normal life provided they keep their diabetes under control. Life style modifications (LSM)

More information

EXPANDING THE EVIDENCE BASE IN OUTCOMES RESEARCH: USING LINKED ELECTRONIC MEDICAL RECORDS (EMR) AND CLAIMS DATA

EXPANDING THE EVIDENCE BASE IN OUTCOMES RESEARCH: USING LINKED ELECTRONIC MEDICAL RECORDS (EMR) AND CLAIMS DATA EXPANDING THE EVIDENCE BASE IN OUTCOMES RESEARCH: USING LINKED ELECTRONIC MEDICAL RECORDS (EMR) AND CLAIMS DATA A CASE STUDY EXAMINING RISK FACTORS AND COSTS OF UNCONTROLLED HYPERTENSION ISPOR 2013 WORKSHOP

More information

With Big Data Comes Big Responsibility

With Big Data Comes Big Responsibility With Big Data Comes Big Responsibility Using health care data to emulate randomized trials when randomized trials are not available Miguel A. Hernán Departments of Epidemiology and Biostatistics Harvard

More information

Measures of Prognosis. Sukon Kanchanaraksa, PhD Johns Hopkins University

Measures of Prognosis. Sukon Kanchanaraksa, PhD Johns Hopkins University This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike License. Your use of this material constitutes acceptance of that license and the conditions of use of materials on this

More information

Underwriting Critical Illness Insurance: A model for coronary heart disease and stroke

Underwriting Critical Illness Insurance: A model for coronary heart disease and stroke Underwriting Critical Illness Insurance: A model for coronary heart disease and stroke Presented to the 6th International Congress on Insurance: Mathematics and Economics. July 2002. Lisbon, Portugal.

More information

Impact of a nurse telephone intervention among high cardiovascular risk health fair participants. Lisa H. Jensen, BSN, RN Colorado Prevention Center

Impact of a nurse telephone intervention among high cardiovascular risk health fair participants. Lisa H. Jensen, BSN, RN Colorado Prevention Center Impact of a nurse telephone intervention among high cardiovascular risk health fair participants Lisa H. Jensen, BSN, RN Colorado Prevention Center Co-authors Bonnie Leaman-Castillo PhD, Behavioral Scientist

More information

Health risk assessment: a standardized framework

Health risk assessment: a standardized framework Health risk assessment: a standardized framework February 1, 2011 Thomas R. Frieden, MD, MPH Director, Centers for Disease Control and Prevention Leading causes of death in the U.S. The 5 leading causes

More information

2016 PQRS OPTIONS FOR INDIVIDUAL MEASURES: CLAIMS, REGISTRY

2016 PQRS OPTIONS FOR INDIVIDUAL MEASURES: CLAIMS, REGISTRY Measure #128 (NQF 0421): Preventive Care and Screening: Body Mass Index (BMI) Screening and Follow-Up Plan National Quality Strategy Domain: Community/Population Health 2016 PQRS OPTIONS F INDIVIDUAL MEASURES:

More information

Ethnic Minorities, Refugees and Migrant Communities: physical activity and health

Ethnic Minorities, Refugees and Migrant Communities: physical activity and health Ethnic Minorities, Refugees and Migrant Communities: physical activity and health July 2007 Introduction This briefing paper was put together by Sporting Equals. Sporting Equals exists to address racial

More information

ESCMID Online Lecture Library. by author

ESCMID Online Lecture Library. by author Do statins improve outcomes of patients with sepsis and pneumonia? Jordi Carratalà Department of Infectious Diseases Statins for sepsis & community-acquired pneumonia Sepsis and CAP are major healthcare

More information

Chronic Disease and Health Care Spending Among the Elderly

Chronic Disease and Health Care Spending Among the Elderly Chronic Disease and Health Care Spending Among the Elderly Jay Bhattacharya, MD, PhD for Dana Goldman and the RAND group on medical care expenditure forecasting Chronic Disease Plays an Increasingly Important

More information

BRIEFING PAPER STROKE SERVICES REDESIGN

BRIEFING PAPER STROKE SERVICES REDESIGN 1. Introduction BRIEFING PAPER STROKE SERVICES REDESIGN Agenda Item 3 Stroke is the leading cause of adult disability in Wales, and the third most common cause of death, after cancer and heart disease.

More information

Falls and falls injury prevention activity audit for residential aged care facilities

Falls and falls injury prevention activity audit for residential aged care facilities Falls and falls injury prevention activity audit for residential aged care facilities National Ageing Research Institute October 2009 www.nari.unimelb.edu.au This tool is based on a tool that was originally

More information

Greg Peterson, MPA, PhD candidate Melissa McCarthy, PhD Presentation for 2013 AcademyHealth Annual Research Meeting

Greg Peterson, MPA, PhD candidate Melissa McCarthy, PhD Presentation for 2013 AcademyHealth Annual Research Meeting Greg Peterson, MPA, PhD candidate Melissa McCarthy, PhD Presentation for 2013 AcademyHealth Annual Research Meeting Medicare Coordinated Care Demonstration (MCCD) Established in Balanced Budget Act of

More information

4/4/2013. Mike Rizo, Pharm D, MBA, ABAAHP THE PHARMACIST OF THE FUTURE? METABOLIC SYNDROME AN INTEGRATIVE APPROACH

4/4/2013. Mike Rizo, Pharm D, MBA, ABAAHP THE PHARMACIST OF THE FUTURE? METABOLIC SYNDROME AN INTEGRATIVE APPROACH METABOLIC SYNDROME AN INTEGRATIVE APPROACH AN OPPORTUNITY FOR PHARMACISTS TO MAKE A DIFFERENCE Mike Rizo, Pharm D, MBA, ABAAHP THE EVOLUTION OF THE PHARMACIST 1920s 1960s 2000s THE PHARMACIST OF THE FUTURE?

More information

Main Section. Overall Aim & Objectives

Main Section. Overall Aim & Objectives Main Section Overall Aim & Objectives The goals for this initiative are as follows: 1) Develop a partnership between two existing successful initiatives: the Million Hearts Initiative at the MedStar Health

More information

The American Cancer Society Cancer Prevention Study I: 12-Year Followup

The American Cancer Society Cancer Prevention Study I: 12-Year Followup Chapter 3 The American Cancer Society Cancer Prevention Study I: 12-Year Followup of 1 Million Men and Women David M. Burns, Thomas G. Shanks, Won Choi, Michael J. Thun, Clark W. Heath, Jr., and Lawrence

More information

MISSING DATA ANALYSIS AMONG PATIENTS IN THE PINNACLE REGISTRY

MISSING DATA ANALYSIS AMONG PATIENTS IN THE PINNACLE REGISTRY MISSING DATA ANALYSIS AMONG PATIENTS IN THE PINNACLE REGISTRY In order to improve the efficiency of PINNACLE Registry data analytics, a missing data analysis has been conducted on PINNACLE Registry data

More information

The benefits of prevention: healthy eating and active living

The benefits of prevention: healthy eating and active living The benefits of prevention: healthy eating and active living A Summary of Findings By increasing the proportion of the NSW population who are a healthy weight by 2018 (so that one in two adults are of

More information

Personal Insurance. Do I need Trauma cover? a safety. to help get you back on track

Personal Insurance. Do I need Trauma cover? a safety. to help get you back on track Personal Insurance Do I need Trauma cover? a safety to help get you back on track Being able to focus on your recovery after suffering a traumatic event is going to be your primary concern. Having trauma

More information

Risk of alcohol. Peter Anderson MD, MPH, PhD, FRCP Professor, Alcohol and Health, Maastricht University Netherlands. Zurich, 4 May 2011

Risk of alcohol. Peter Anderson MD, MPH, PhD, FRCP Professor, Alcohol and Health, Maastricht University Netherlands. Zurich, 4 May 2011 Risk of alcohol Peter Anderson MD, MPH, PhD, FRCP Professor, Alcohol and Health, Maastricht University Netherlands Zurich, 4 May 2011 Lifetime risk of an alcoholrelated death (1/100) 16.0 14.0 12.0 10.0

More information

CHILDHOOD CANCER SURVIVOR STUDY Analysis Concept Proposal

CHILDHOOD CANCER SURVIVOR STUDY Analysis Concept Proposal CHILDHOOD CANCER SURVIVOR STUDY Analysis Concept Proposal 1. STUDY TITLE: Longitudinal Assessment of Chronic Health Conditions: The Aging of Childhood Cancer Survivors 2. WORKING GROUP AND INVESTIGATORS:

More information

The Women s Health Initiative where are we a decade later?

The Women s Health Initiative where are we a decade later? The Women s Health Initiative where are we a decade later? Henry G. Burger MIMR-PHI Institute & Jean Hailes for Women s Health, Melbourne, Australia Disclosures: Henry Burger Sources of Funding Pharmaceutical

More information

in children less than one year old. It is commonly divided into two categories, neonatal

in children less than one year old. It is commonly divided into two categories, neonatal INTRODUCTION Infant Mortality Rate is one of the most important indicators of the general level of health or well being of a given community. It is a measure of the yearly rate of deaths in children less

More information

Dementia: a major health problem for Australia

Dementia: a major health problem for Australia Dementia: a major health problem for Australia Position Paper 1 September 2001 Professor Anthony Jorm Director, Centre for Mental Health Research, Australian National University Dementia is one of the

More information

HTA OF TRASTUZUMAB IN ADJUVANT TREATMENT FOR HER2 POSITIVE BREAST CANCER

HTA OF TRASTUZUMAB IN ADJUVANT TREATMENT FOR HER2 POSITIVE BREAST CANCER HTA OF TRASTUZUMAB IN ADJUVANT TREATMENT FOR HER2 POSITIVE BREAST CANCER Karianne Johansen, PhD, Senior Advisor, Torbjørn Wisløff, Researcher Inger Natvig Norderhaug, Research Director Norwegian Health

More information

The cost of physical inactivity

The cost of physical inactivity The cost of physical inactivity October 2008 The cost of physical inactivity to the Australian economy is estimated to be $13.8 billion. It is estimated that 16,178 Australians die prematurely each year

More information

Spine Vol. 30 No. 16; August 15, 2005, pp 1799-1807

Spine Vol. 30 No. 16; August 15, 2005, pp 1799-1807 A Randomized Controlled Trial of an Educational Intervention to Prevent the Chronic Pain of Whiplash Associated Disorders Following Rear-End Motor Vehicle Collisions 1 Spine Vol. 30 No. 16; August 15,

More information

Psoriasis Co-morbidities: Changing Clinical Practice. Theresa Schroeder Devere, MD Assistant Professor, OHSU Dermatology. Psoriatic Arthritis

Psoriasis Co-morbidities: Changing Clinical Practice. Theresa Schroeder Devere, MD Assistant Professor, OHSU Dermatology. Psoriatic Arthritis Psoriasis Co-morbidities: Changing Clinical Practice Theresa Schroeder Devere, MD Assistant Professor, OHSU Dermatology Psoriatic Arthritis Psoriatic Arthritis! 11-31% of patients with psoriasis have psoriatic

More information

ADULT HYPERTENSION PROTOCOL STANFORD COORDINATED CARE

ADULT HYPERTENSION PROTOCOL STANFORD COORDINATED CARE I. PURPOSE To establish guidelines for the monitoring of antihypertensive therapy in adult patients and to define the roles and responsibilities of the collaborating clinical pharmacist and pharmacy resident.

More information

How To Plan Healthy People 2020

How To Plan Healthy People 2020 Healthy California 2020 Initiative: Consensus Building on Top Priority Areas for CDPH Public Health Advisory Committee April 30, 2010 Introducing the CDPH Decision Framework Responding to public health

More information

6/5/2014. Objectives. Acute Coronary Syndromes. Epidemiology. Epidemiology. Epidemiology and Health Care Impact Pathophysiology

6/5/2014. Objectives. Acute Coronary Syndromes. Epidemiology. Epidemiology. Epidemiology and Health Care Impact Pathophysiology Objectives Acute Coronary Syndromes Epidemiology and Health Care Impact Pathophysiology Unstable Angina NSTEMI STEMI Clinical Clues Pre-hospital Spokane County EMS Epidemiology About 600,000 people die

More information

Guidance for Industry Diabetes Mellitus Evaluating Cardiovascular Risk in New Antidiabetic Therapies to Treat Type 2 Diabetes

Guidance for Industry Diabetes Mellitus Evaluating Cardiovascular Risk in New Antidiabetic Therapies to Treat Type 2 Diabetes Guidance for Industry Diabetes Mellitus Evaluating Cardiovascular Risk in New Antidiabetic Therapies to Treat Type 2 Diabetes U.S. Department of Health and Human Services Food and Drug Administration Center

More information

If several different trials are mentioned in one publication, the data of each should be extracted in a separate data extraction form.

If several different trials are mentioned in one publication, the data of each should be extracted in a separate data extraction form. General Remarks This template of a data extraction form is intended to help you to start developing your own data extraction form, it certainly has to be adapted to your specific question. Delete unnecessary

More information

Emergency Scenario. Chest Pain

Emergency Scenario. Chest Pain Emergency Scenario Chest Pain This emergency scenario reviews chest pain in a primary care patient, and is set up for roleplay and case review with your staff. 1) The person facilitating scenarios can

More information

How To Improve Care At Geisinger

How To Improve Care At Geisinger HIT AND HSR FOR ACTIONABLE KNOWLEDGE: DESCRIPTION OF PARTNERING HEALTH SYSTEMS PARTNER: Geisinger Health System History, Structure, and Size Geisinger Health System (GHS) is an integrated delivery system

More information

The Cross-Sectional Study:

The Cross-Sectional Study: The Cross-Sectional Study: Investigating Prevalence and Association Ronald A. Thisted Departments of Health Studies and Statistics The University of Chicago CRTP Track I Seminar, Autumn, 2006 Lecture Objectives

More information