Adverse Outcomes After Hospitalization and Delirium in Persons With Alzheimer Disease

Size: px
Start display at page:

Download "Adverse Outcomes After Hospitalization and Delirium in Persons With Alzheimer Disease"

Transcription

1 Adverse Outcomes After Hospitalization and Delirium in Persons With Alzheimer Disease J. Sukanya 05.Jul.2012

2 Outline Background Methods Results Discussion Appraisal

3 Background Common outcomes in hospitalized patients with Alzheimer disease Delirium Loss of independence Institutionalization Death Economic burden

4 Background Persons with Alzheimer disease Increased risk for hospitalization 3-fold Hospitalized percent Average 3.7 days per person-year

5 Background Community-dwelling patients with Alzheimer disease Cohort study 3-year-duration 66% at least 1 hospitalization 47% 2 or more hospitalization 3 days per person-year

6 Background Episode of delirium increase the rate of cognitive decline Neurology May 5;72(18):

7 Background Patients with Alzheimer disease High risk for hospitalization Substantial effect of delirium on cognitive decline Hospitalization and delirium VS poor outcomes??? Expands on previous work Patients with Alzheimer disease Delirium is associated with poor outcomes

8 Background Outcomes Associated with hospitalization and delirium Examined by using a clinical epidemiologic cohort

9 Background Clinical epidemiologic cohort Massachusetts Alzheimer s Disease Research Center (MADRC) Medicare Provider Analysis and Review (MEDPAR) database Medical records The Social Security Death Index database The National Death Index (NDI)

10 Specific aims Hospitalization/Delirium/Community-dwelling patients Identify 1-year outcomes Death Institutionalization Cognitive decline Overall composite of these outcomes

11 Specific aims Hospitalization/Delirium/Community-dwelling patients Adjusted risks Outcomes for the hospitalized group With and without delirium Attributable risks Hospitalization and delirium VS Outcomes

12 Hypothesis Hospitalization and delirium Contribute incrementally to negative outcomes Confirming Important roles : Hospitalization and delirium Adverse outcomes Influence care and management of patients with Alzheimer disease

13 Methods Setting and participants Data collection Outcomes Statistical analysis Role of the Funding source

14 Setting and participants Participants Nested within the MADRC cohort MADRC patient registry Prospective cohort Between 1 January June 2006 Longitudinal study of hospitalization in AD MADRC Persons with memory loss Massachusettes General Hospital (MGH)

15 Setting and participants Patients aged 65 years or older probable or possible Alzheimer disease The National Institute of Neurological and Communicative Diseases and Stroke and the Alzheimer s Disease and Related Disorders Association At least 3 MADRC visits Informed consent

16 Setting and participants Hospitalizations Review The MEDPAR database/medical charts Hospitalized group Within 18 months of an MADRC visit Non-hospitalized group Up to 36 months after an MADRC visit

17 Data Collection Baseline MADRC visit Visit before hospitalization Demographic characteristics Medical history Neurologic examination Cognitive testing The Information-Memory-Concentration (IMC) subtest of the Blessed Dementia Scale test Range: 0-37

18 Data Collection Dementia severity MGH Dementia Severity Rating (DSR) scale Range: 0 5 Correlates with the Clinical Dementia Rating scale Others Family history of Alzheimer disease Clinical course Calculate the Charlson Deyo comorbidity score Range: 0-37

19 Data Collection Follow-up MADRC assessments Approximately every 6 months Standardized protocol Update history Physical examination Cognitive testing Balance the observation period Non-hospitalized VS Hospitalized group

20 Data Collection Index hospitalization Trained clinical chart abstractors (2 physicians and 2 nurses) Reviewed the medical record Delirium Chart review:?key terms The Confusion Assessment Method

21 Diagnostic Criteria: CAM The Confusion Assessment Method (CAM) Diagnostic Algorithm Feature 1. Acute onset and fluctuating course Feature 2. Inattention Feature 3. Disorganized thinking Feature 4. Altered level of consciousness The diagnosis by CAM Requires the presence of features 1 and 2 and of either 3 or 4 The Supplementary Appendix of N Engl J Med 2006;354:

22 Outcomes Institutionalization Chart review or MADRC records Death NDI database NDI plus MADRC/Social Security Death Index data Clinical adjudication Cognitive decline Loss of 4 or more points from baseline The Blessed IMC test score

23 Outcomes Any adverse outcome Increase efficiency Decrease the effect of missing data Resolve arbitrary choices among multiple important outcomes

24 Statistical Analysis 1-way analysis of variance Continuous variables Chi-square test groups Categorical variables Outcome rates across the study Poisson regression Missing data Relative risks Prediction models

25 Statistical Analysis Population attributable risk Measuring the potential proportion Reduced incidence of outcomes Elimination hospitalization or delirium Attributable risk Risk for adverse outcome

26 Role of the Funding Source The MADRC and the National Institute on Aging Involved Collection of data, specifically patient demographic characteristics, medical history, neurologic examination, and cognitive testing Not involved Study design, analysis, or interpretation of data or in the preparation or submission of the manuscript for publication

27 Results Table 1 Figure 1 Table 2 Table 3 Table 4 Figure 2

28

29

30

31

32

33

34

35

36

37 Discussion Patients with Alzheimer s disease Hospitalization and delirium Prevention strategies Attributable risk of hospitalized patients Deaths 6.2% Institutionalization 15.2% Cognitive decline 20.6% Any adverse outcomes 12.4%

38 Discussion Previous studies Examine poor outcomes associated with hospitalization Lack of measurement of delirium This study Examine the association of both hospitalization and delirium Unique, large-scale epidemiologic examination Real-world epidemiologic cohort!!!!! Causality?/generalizability?

39 Discussion Describing the magnitude of statistical associations Maximizing the validity of associations Controlling for baseline differences in the cohorts Multiple sensitivity analyses testing different assumptions Verifying temporal precedence confirming that delirium occurs before the outcomes Establishing biological plausibility Delirium VS adverse outcomes

40 Discussion Attributable risk Interpreted with caution May not reflect causal effects of delirium on outcomes Potential Residual confounding Differential measurement error Informative censoring Adjust known risk factors & sensitivity analyses

41 Discussion Nonrandomized nature Different in baseline cognitive function Most impaired in hospitalized group with delirium Covariate adjustment & stratified analyses Delirium independently contributed to the poor outcomes

42 Discussion Real-world clinical cohort Minimize missing data and bias Effect of missing data Sensitivity analyses assigning extreme values Best case VS Worst case to missing data Confident Internal validity of findings Conclusions

43 ? Are the results of the study valid? Critical Appraisal Skills Programme

44 Critical Appraisal Skills Programme

45 Critical Appraisal Skills Programme

46 Critical Appraisal Skills Programme

47 Critical Appraisal Skills Programme

48 Critical Appraisal Skills Programme

49 Critical Appraisal Skills Programme

50 Critical Appraisal Skills Programme

51 Critical Appraisal Skills Programme

52 Critical Appraisal Skills Programme

53

In each hospital-year, we calculated a 30-day unplanned. readmission rate among patients who survived at least 30 days

In each hospital-year, we calculated a 30-day unplanned. readmission rate among patients who survived at least 30 days Romley JA, Goldman DP, Sood N. US hospitals experienced substantial productivity growth during 2002 11. Health Aff (Millwood). 2015;34(3). Published online February 11, 2015. Appendix Adjusting hospital

More information

JAMA, January 11, 2012 Vol 307, No. 2

JAMA, January 11, 2012 Vol 307, No. 2 JAMA, January 11, 2012 Vol 307, No. 2 Dementia is associated with increased rates and often poorer outcomes of hospitalization Worsening cognitive status Adequate chronic disease management is more difficult

More information

DELIRIUM. J. Sukanya 28.Jun.12

DELIRIUM. J. Sukanya 28.Jun.12 DELIRIUM J. Sukanya 28.Jun.12 Outline Why? What? How? What s next? Delirium Introduction Delirium An acute decline in attention and cognition The most frequent neuropsychiatric syndrome A common, life-threatening,

More information

Geriatric Grand Rounds

Geriatric Grand Rounds Geriatric Grand Rounds Prevalence and Risk Factors of Delirium in Older Patients Admitted to a Community Based Acute Care Hospital Tuesday, October 27, 2009 12:00 noon Dr. Bill Black Auditorium Glenrose

More information

Rates and patterns of participation in cardiac rehabilitation in Victoria

Rates and patterns of participation in cardiac rehabilitation in Victoria Rates and patterns of participation in cardiac rehabilitation in Victoria Vijaya Sundararajan, MD, MPH, Stephen Begg, MS, Michael Ackland, MBBS, MPH, FAPHM, Ric Marshall, PhD Victorian Department of Human

More information

Delirium in the Elderly

Delirium in the Elderly Delirium in the Elderly ELITE 2015 Mamata Yanamadala M.B.B.S, MS Division of Geriatrics Why should we care about delirium? It is: common associated with high mortality associated with increased morbidity

More information

11 questions to help you make sense of a case control study

11 questions to help you make sense of a case control study Critical Appraisal Skills Programme (CASP) making sense of evidence 11 questions to help you make sense of a case control study How to use this appraisal tool Three broad issues need to be considered when

More information

Delirium in the Elderly

Delirium in the Elderly Delirium in the Elderly ELITE 2017 Liza Genao, MD Division of Geriatrics Why should we care about delirium? It is: common associated with high mortality associated with increased morbidity Very much under-recognized

More information

I. Identifying the question Define Research Hypothesis and Questions

I. Identifying the question Define Research Hypothesis and Questions Term Paper I. Identifying the question What is the question? (What are my hypotheses?) Is it possible to answer the question with statistics? Is the data obtainable? (birth weight, socio economic, drugs,

More information

Supplementary Online Content

Supplementary Online Content Supplementary Online Content Holme Ø, Løberg M, Kalager M, et al. Effect of flexible sigmoidoscopy screening on colorectal cancer incidence and mortality: a randomized clinical trial. JAMA. doi:10.1001/jama.2014.8266

More information

Contents. Part 1 Introduction. Part 2 Cross-Sectional Selection Bias Adjustment

Contents. Part 1 Introduction. Part 2 Cross-Sectional Selection Bias Adjustment From Analysis of Observational Health Care Data Using SAS. Full book available for purchase here. Contents Preface ix Part 1 Introduction Chapter 1 Introduction to Observational Studies... 3 1.1 Observational

More information

CRITICAL APPRAISAL SKILLS PROGRAMME Making sense of evidence about clinical effectiveness. 11 questions to help you make sense of case control study

CRITICAL APPRAISAL SKILLS PROGRAMME Making sense of evidence about clinical effectiveness. 11 questions to help you make sense of case control study CRITICAL APPRAISAL SKILLS PROGRAMME Making sense of evidence about clinical effectiveness 11 questions to help you make sense of case control study General comments Three broad issues need to be considered

More information

Epidemiologic Methods I & II Epidem 201AB Winter & Spring 2002

Epidemiologic Methods I & II Epidem 201AB Winter & Spring 2002 DETAILED COURSE OUTLINE Epidemiologic Methods I & II Epidem 201AB Winter & Spring 2002 Hal Morgenstern, Ph.D. Department of Epidemiology UCLA School of Public Health Page 1 I. THE NATURE OF EPIDEMIOLOGIC

More information

Delirium in Older Persons: An Investigative Journey

Delirium in Older Persons: An Investigative Journey Delirium in Older Persons: An Investigative Journey Sharon K. Inouye, M.D., M.P.H. Professor of Medicine Beth Israel Deaconess Medical Center Harvard Medical School Milton and Shirley F. Levy Family Chair

More information

How to prevent delirium in nursing home. Dr. Sophie ALLEPAERTS Geriatric department CHU-Liège Belgium

How to prevent delirium in nursing home. Dr. Sophie ALLEPAERTS Geriatric department CHU-Liège Belgium How to prevent delirium in nursing home Dr. Sophie ALLEPAERTS Geriatric department CHU-Liège Belgium 1 CONFLICT OF INTEREST DISCLOSURE I have no potential conflict of interest to report 2 Outline 1. Introduction

More information

Supplementary Online Content

Supplementary Online Content Supplementary Online Content Callaghan B, McCammon R, Kerber K, Xu X, Langa KM, Feldman E. Tests and expenditures in the initial evaluation of peripheral neuropathy. Arch Intern Med. 2012;172(2):127-132.

More information

CLASSIFICATION TREE ANALYSIS:

CLASSIFICATION TREE ANALYSIS: CLASSIFICATION TREE ANALYSIS: A USEFUL STATISTICAL TOOL FOR PROGRAM EVALUATORS Meredith L. Philyaw, MS Jennifer Lyons, MSW(c) Why This Session? Stand up if you... Consider yourself to be a data analyst,

More information

Supplementary Appendix

Supplementary Appendix Supplementary Appendix This appendix has been provided by the authors to give readers additional information about their work. Supplement to: Bucholz EM, Butala NM, Ma S, Normand S-LT, Krumholz HM. Life

More information

MJ - Decision on Manuscript ID BMJ

MJ - Decision on Manuscript ID BMJ MJ - Decision on Manuscript ID BMJ.2018.044966 Body: 12-Jul-2018 Dear Dr. Khandwala Manuscript ID BMJ.2018.044966 entitled "The Association of Paternal Age and Perinatal Outcomes between 2007 and 2016

More information

patients actual drug exposure for every single-day of contribution to monthly cohorts, either before or

patients actual drug exposure for every single-day of contribution to monthly cohorts, either before or SUPPLEMENTAL MATERIAL Methods Monthly cohorts and exposure Exposure to generic or brand-name drugs were captured at an individual level, reflecting each patients actual drug exposure for every single-day

More information

Supplementary Online Content

Supplementary Online Content Supplementary Online Content Pincus D, Ravi B, Wasserstein D. Association between wait time and 30-day mortality in adults undergoing hip fracture surgery. JAMA. doi: 10.1001/jama.2017.17606 eappendix

More information

Long-Term Use of Long-Acting Insulin Analogs and Breast Cancer Incidence in Women with Type 2 Diabetes.

Long-Term Use of Long-Acting Insulin Analogs and Breast Cancer Incidence in Women with Type 2 Diabetes. Long-Term Use of Long-Acting Insulin Analogs and Breast Cancer Incidence in Women with Type 2 Diabetes. Wu, J. W., Azoulay, L., Majdan, A., Boivin, J. F., Pollak, M., and Suissa, S. Journal of Clinical

More information

Lecture II: Difference in Difference. Causality is difficult to Show from cross

Lecture II: Difference in Difference. Causality is difficult to Show from cross Review Lecture II: Regression Discontinuity and Difference in Difference From Lecture I Causality is difficult to Show from cross sectional observational studies What caused what? X caused Y, Y caused

More information

Quantitative Research Methods and Tools

Quantitative Research Methods and Tools Quantitative Research Methods and Tools Fraser Health Authority, 2011 The Fraser Health Authority ( FH ) authorizes the use, reproduction and/or modification of this publication for purposes other than

More information

Attendance rates and outcomes of cardiac rehabilitation in Victoria, 1998

Attendance rates and outcomes of cardiac rehabilitation in Victoria, 1998 Attendance rates and outcomes of cardiac rehabilitation in Victoria, 1998 CARDIOVASCULAR DISEASE is the leading cause of death in Australia, causing more than 40% of all deaths in 1998. 1 Cardiac rehabilitation

More information

Systematic reviews and meta-analyses of observational studies (MOOSE): Checklist.

Systematic reviews and meta-analyses of observational studies (MOOSE): Checklist. Systematic reviews and meta-analyses of observational studies (MOOSE): Checklist. MOOSE Checklist Infliximab reduces hospitalizations and surgery interventions in patients with inflammatory bowel disease:

More information

Non-Randomized Trials

Non-Randomized Trials Non-Randomized Trials ADA Research Toolkit ADA Research Committee 2011 American Dietetic Association. This presentation may be used for educational purposes Learning Objectives At the end of this presentation

More information

ESM1 for Glucose, blood pressure and cholesterol levels and their relationships to clinical outcomes in type 2 diabetes: a retrospective cohort study

ESM1 for Glucose, blood pressure and cholesterol levels and their relationships to clinical outcomes in type 2 diabetes: a retrospective cohort study ESM1 for Glucose, blood pressure and cholesterol levels and their relationships to clinical outcomes in type 2 diabetes: a retrospective cohort study Statistical modelling details We used Cox proportional-hazards

More information

Supplementary appendix

Supplementary appendix Supplementary appendix This appendix formed part of the original submission and has been peer reviewed. We post it as supplied by the authors. Supplement to: Churchyard GJ, Stevens WS, Mametja LD, et al.

More information

Management of the Frail Older Patients: What Are the Outcomes

Management of the Frail Older Patients: What Are the Outcomes Management of the Frail Older Patients: What Are the Outcomes Professor Edwina Brown Imperial College Renal and Transplant Centre Hammersmith Hospital, London Increasing prevalence of old old on RRT RRT

More information

Delirium and dementia: The best of friends, the worst of enemies David Meagher

Delirium and dementia: The best of friends, the worst of enemies David Meagher Delirium and dementia: The best of friends, the worst of enemies David Meagher Professor of Psychiatry, UL Graduate-Entry Medical School Two Sumo Wrestlers Two great heavyweights Generalised Cognitive

More information

APPENDIX: Supplementary Materials for Advance Directives And Nursing. Home Stays Associated With Less Aggressive End-Of-Life Care For

APPENDIX: Supplementary Materials for Advance Directives And Nursing. Home Stays Associated With Less Aggressive End-Of-Life Care For Nicholas LH, Bynum JPW, Iwashnya TJ, Weir DR, Langa KM. Advance directives and nursing home stays associated with less aggressive end-of-life care for patients with severe dementia. Health Aff (MIllwood).

More information

MEDICATIONS PRESCRIPTION AT HOSPITAL DISCHARGE IN PATIENTS WITH VALIDATED DIAGNOSIS OF DEMENTIA. Federica Edith Pisa University Hospital Udine

MEDICATIONS PRESCRIPTION AT HOSPITAL DISCHARGE IN PATIENTS WITH VALIDATED DIAGNOSIS OF DEMENTIA. Federica Edith Pisa University Hospital Udine MEDICATIONS PRESCRIPTION AT HOSPITAL DISCHARGE IN PATIENTS WITH VALIDATED DIAGNOSIS OF DEMENTIA Federica Edith Pisa University Hospital Udine BACKGROUND Polypharmacy and psychotropic medication use are

More information

Interpreting Prospective Studies

Interpreting Prospective Studies Comparative Effectiveness Research Collaborative Initiative (CER CI) PART 1: INTERPRETING OUTCOMES RESEARCH STUDIES FOR HEALTH CARE DECISION MAKERS ASSESSING PROSPECTIVE DATABASE STUDIES: A PROPOSED MEASUREMENT

More information

BIOSTATISTICAL METHODS

BIOSTATISTICAL METHODS BIOSTATISTICAL METHODS FOR TRANSLATIONAL & CLINICAL RESEARCH PROPENSITY SCORE Confounding Definition: A situation in which the effect or association between an exposure (a predictor or risk factor) and

More information

Research in Real Life. Real Life Effectiveness of Aclidinium Bromide. Version Date: 26 September 2013

Research in Real Life. Real Life Effectiveness of Aclidinium Bromide. Version Date: 26 September 2013 Research in Real Life Real Life Effectiveness of Aclidinium Bromide Version Date: 26 September 2013 Project for Almirall Real-life effectiveness evaluation of the long-acting muscarinic antagonist aclidinium

More information

Patient is unable to communicate and caregiver/informant is unavailable to provide information. Risk

Patient is unable to communicate and caregiver/informant is unavailable to provide information. Risk Falls Outcome for Patients with Parkinson s Disease Measure Description Percentage of patients with PD who experienced a fall in the preceding six months. Note: A lower score is desirable. Measure Components

More information

Combination therapy compared to monotherapy for moderate to severe Alzheimer's Disease. Summary

Combination therapy compared to monotherapy for moderate to severe Alzheimer's Disease. Summary Combination therapy compared to monotherapy for moderate to severe Alzheimer's Disease Summary Mai 17 th 2017 Background Alzheimer s disease is a serious neurocognitive disorder which is characterized

More information

Test your Knowledge: Recognizing Delirium

Test your Knowledge: Recognizing Delirium The Ottawa Hospital Name: Unit: Profession: RN RPN PT OT SW Other Note: Each question has only one correct answer. 1. If a patient is identified as being at high risk for developing delirium, his/her mental

More information

Confounding in influenza VE studies in seniors, and possible solutions

Confounding in influenza VE studies in seniors, and possible solutions Confounding in influenza VE studies in seniors, and possible solutions Michael L. Jackson Group Health Research Institute 4 th December, 2012 1 Outline Focus is on non-specific outcomes (e.g. community-acquired

More information

Update - Delirium in Elders

Update - Delirium in Elders Update - Delirium in Elders Impact Recognition Prevention, and Management Michael J. Lichtenstein, MD F. Carter Pannill, Jr. Professor of Medicine Chief, Division of Geriatrics, Gerontology and Palliative

More information

BMI may underestimate the socioeconomic gradient in true obesity

BMI may underestimate the socioeconomic gradient in true obesity 8 BMI may underestimate the socioeconomic gradient in true obesity Gerrit van den Berg, Manon van Eijsden, Tanja G.M. Vrijkotte, Reinoud J.B.J. Gemke Pediatric Obesity 2013; 8(3): e37-40 102 Chapter 8

More information

VENTILATOR ACQUIRED DELIRIUM CREATED BY JOSHUA VRONA COHP 450

VENTILATOR ACQUIRED DELIRIUM CREATED BY JOSHUA VRONA COHP 450 VENTILATOR ACQUIRED DELIRIUM CREATED BY JOSHUA VRONA COHP 450 INTRODUCTION: Delirium is defined as An acute change in mental status or a fluctuating course, impaired attention, and disorganized thinking.

More information

ffice for the Study of Aging University of South Carolina, USA Presented at REVES 2005, Beijing, China

ffice for the Study of Aging University of South Carolina, USA Presented at REVES 2005, Beijing, China Life Expectancy for Individuals with Alzheimer s Disease or Related Disorders: Evidence of a Black / White Mortality Crossover James N. Laditka, Sarah B. Laditka With Carol B. Cornman Candace N. Porter,

More information

Challenges in design and analysis of large register-based epidemiological studies

Challenges in design and analysis of large register-based epidemiological studies FMS/DSBS autumn meeting 2014 Challenges in design and analysis of large register-based epidemiological studies Caroline Weibull & Anna Johansson Department of Medical Epidemiology and Biostatistics (MEB)

More information

8/10/2012. Education level and diabetes risk: The EPIC-InterAct study AIM. Background. Case-cohort design. Int J Epidemiol 2012 (in press)

8/10/2012. Education level and diabetes risk: The EPIC-InterAct study AIM. Background. Case-cohort design. Int J Epidemiol 2012 (in press) Education level and diabetes risk: The EPIC-InterAct study 50 authors from European countries Int J Epidemiol 2012 (in press) Background Type 2 diabetes mellitus (T2DM) is one of the most common chronic

More information

Research Methods & Design Outline. Types of research design How to choose a research design Issues in research design

Research Methods & Design Outline. Types of research design How to choose a research design Issues in research design Research Methods & Design Outline Types of research design How to choose a research design Issues in research design Types of Research Design Correlational Field (survey) Experimental Qualitative Meta-analysis

More information

Ecological Statistics

Ecological Statistics A Primer of Ecological Statistics Second Edition Nicholas J. Gotelli University of Vermont Aaron M. Ellison Harvard Forest Sinauer Associates, Inc. Publishers Sunderland, Massachusetts U.S.A. Brief Contents

More information

Chronic Kidney Disease is Associated with Cognitive Decline: the Northern Manhattan Study (NOMAS) Seattle VA Chief of Medicine Rounds June 9, 2009

Chronic Kidney Disease is Associated with Cognitive Decline: the Northern Manhattan Study (NOMAS) Seattle VA Chief of Medicine Rounds June 9, 2009 Chronic Kidney Disease is Associated with Cognitive Decline: the Northern Manhattan Study (NOMAS) Seattle VA Chief of Medicine Rounds June 9, 2009 Minesh Khatri Internal Medicine R2 Background Patients

More information

Measuring cancer survival in populations: relative survival vs cancer-specific survival

Measuring cancer survival in populations: relative survival vs cancer-specific survival Int. J. Epidemiol. Advance Access published February 8, 2010 Published by Oxford University Press on behalf of the International Epidemiological Association ß The Author 2010; all rights reserved. International

More information

Disentangling Delirium and Dementia

Disentangling Delirium and Dementia Disentangling Delirium and Dementia Sharon K. Inouye, M.D., M.P.H. Professor of Medicine Beth Israel Deaconess Medical Center Harvard Medical School Milton and Shirley F. Levy Family Chair Director, Aging

More information

University of Groningen. Visual hallucinations in Parkinson's disease Meppelink, Anne Marthe

University of Groningen. Visual hallucinations in Parkinson's disease Meppelink, Anne Marthe University of Groningen Visual hallucinations in Parkinson's disease Meppelink, Anne Marthe IMPORTANT NOTE: You are advised to consult the publisher's version (publisher's PDF) if you wish to cite from

More information

How to use this appraisal tool: Three broad issues need to be considered when appraising a case control study:

How to use this appraisal tool: Three broad issues need to be considered when appraising a case control study: CASP Checklist: 11 questions to help you make sense of a Case Control Study How to use this appraisal tool: Three broad issues need to be considered when appraising a case control study: Are the results

More information

Trial Designs. Professor Peter Cameron

Trial Designs. Professor Peter Cameron Trial Designs Professor Peter Cameron OVERVIEW Review of Observational methods Principles of experimental design applied to observational studies Population Selection Looking for bias Inference Analysis

More information

Critical themes in Ageing - Delirium

Critical themes in Ageing - Delirium Critical themes in Ageing - Delirium Peteris Darzins BMBS PhD FRACP FRCPC Professor of Geriatric Medicine, Monash University, and Executive Clinical Director of Aged Medicine, Eastern Health Penelope Casey

More information

Impact and Predictors of Urinalysis Ordering Among General Medicine Patients

Impact and Predictors of Urinalysis Ordering Among General Medicine Patients Impact and Predictors of Urinalysis Ordering Among General Medicine Patients Penny Yin, BHSc, MD PGY-3 Internal Medicine University of Toronto Supervisor: Dr. Jerome Leis. Canadian Society of Internal

More information

Award Number: W81XWH TITLE: "Longitudinal Study of a Novel Performance-based Measure of Daily Function."

Award Number: W81XWH TITLE: Longitudinal Study of a Novel Performance-based Measure of Daily Function. Award Number: W81XWH-12-1-0084 TITLE: "Longitudinal Study of a Novel Performance-based Measure of Daily Function." PRINCIPAL INVESTIGATOR: Terry Goldberg, PhD CONTRACTING ORGANIZATION: The Feinstein Institute

More information

Online Supplementary Material

Online Supplementary Material Section 1. Adapted Newcastle-Ottawa Scale The adaptation consisted of allowing case-control studies to earn a star when the case definition is based on record linkage, to liken the evaluation of case-control

More information

The validity of inferences about the correlation (covariation) between treatment and outcome.

The validity of inferences about the correlation (covariation) between treatment and outcome. Threats Summary (MGS 9940, Fall, 2004-Courtesy of Amit Mehta) Statistical Conclusion Validity The validity of inferences about the correlation (covariation) between treatment and outcome. Threats to Statistical

More information

AGED SPECIFIC ASSESSMENT TOOLS. Anna Ciotta Senior Clinical Neuropsychologist Peninsula Mental Health Services

AGED SPECIFIC ASSESSMENT TOOLS. Anna Ciotta Senior Clinical Neuropsychologist Peninsula Mental Health Services AGED SPECIFIC ASSESSMENT TOOLS Anna Ciotta Senior Clinical Neuropsychologist Peninsula Mental Health Services Issues in assessing the Elderly Association between biological, psychological, social and cultural

More information

Experimental Design for Immunologists

Experimental Design for Immunologists Experimental Design for Immunologists Hulin Wu, Ph.D., Dean s Professor Department of Biostatistics & Computational Biology Co-Director: Center for Biodefense Immune Modeling School of Medicine and Dentistry

More information

Trends and Comparative Effectiveness in Treatment of Stage IV Colorectal Adenocarcinoma

Trends and Comparative Effectiveness in Treatment of Stage IV Colorectal Adenocarcinoma Trends and Comparative Effectiveness in Treatment of Stage IV Colorectal Adenocarcinoma Taylor S. Riall, MD, PhD CERCIT Workshop October 19, 2012 Department of Surgery Center for Comparative Effectiveness

More information

Supplementary Online Content

Supplementary Online Content Supplementary Online Content Toyoda N, Chikwe J, Itagaki S, Gelijns AC, Adams DH, Egorova N. Trends in infective endocarditis in California and New York State, 1998-2013. JAMA. doi:10.1001/jama.2017.4287

More information

TOTAL HIP AND KNEE REPLACEMENTS. FISCAL YEAR 2002 DATA July 1, 2001 through June 30, 2002 TECHNICAL NOTES

TOTAL HIP AND KNEE REPLACEMENTS. FISCAL YEAR 2002 DATA July 1, 2001 through June 30, 2002 TECHNICAL NOTES TOTAL HIP AND KNEE REPLACEMENTS FISCAL YEAR 2002 DATA July 1, 2001 through June 30, 2002 TECHNICAL NOTES The Pennsylvania Health Care Cost Containment Council April 2005 Preface This document serves as

More information

Mental Health in STH Mike Richmond, Medical Director Mark Cobb, Clinical Director of Professional Services Debate & Note

Mental Health in STH Mike Richmond, Medical Director Mark Cobb, Clinical Director of Professional Services Debate & Note SHEFFIELD TEACHING HOSPITALS NHS FOUNDATION TRUST EXECUTIVE SUMMARY REPORT TO THE TRUST HEALTHCARE GOVERNANCE COMMITTEE E TO BE HELD ON 27 FEBRUARY 2012 Subject: Supporting Director: Author: Status 1 Mental

More information

Understandable Statistics

Understandable Statistics Understandable Statistics correlated to the Advanced Placement Program Course Description for Statistics Prepared for Alabama CC2 6/2003 2003 Understandable Statistics 2003 correlated to the Advanced Placement

More information

OBSERVATIONAL MEDICAL OUTCOMES PARTNERSHIP

OBSERVATIONAL MEDICAL OUTCOMES PARTNERSHIP An empirical approach to measuring and calibrating for error in observational analyses Patrick Ryan on behalf of the OMOP research team 25 April 2013 Consider a typical observational database study: Exploring

More information

Characteristics Associated With Delirium Persistence Among Newly Admitted Post-Acute Facility Patients

Characteristics Associated With Delirium Persistence Among Newly Admitted Post-Acute Facility Patients Journal of Gerontology: MEDICAL SCIENCES 2004, Vol. 59A, No. 4, 344 349 Copyright 2004 by The Gerontological Society of America Characteristics Associated With Delirium Persistence Among Newly Admitted

More information

Lecture Outline. Biost 517 Applied Biostatistics I. Purpose of Descriptive Statistics. Purpose of Descriptive Statistics

Lecture Outline. Biost 517 Applied Biostatistics I. Purpose of Descriptive Statistics. Purpose of Descriptive Statistics Biost 517 Applied Biostatistics I Scott S. Emerson, M.D., Ph.D. Professor of Biostatistics University of Washington Lecture 3: Overview of Descriptive Statistics October 3, 2005 Lecture Outline Purpose

More information

C2 Training: August 2010

C2 Training: August 2010 C2 Training: August 2010 Introduction to meta-analysis The Campbell Collaboration www.campbellcollaboration.org Pooled effect sizes Average across studies Calculated using inverse variance weights Studies

More information

Biostatistics II

Biostatistics II Biostatistics II 514-5509 Course Description: Modern multivariable statistical analysis based on the concept of generalized linear models. Includes linear, logistic, and Poisson regression, survival analysis,

More information

Self-controlled case-series method

Self-controlled case-series method Self-controlled case-series method Presented by StellaMay Gwini Biostatistical Consultancy Platform, DEPM Objectives To describe the self-controlled case-series method Highlight possible uses of SCCS within

More information

Supplementary Appendix

Supplementary Appendix Supplementary Appendix This appendix has been provided by the authors to give readers additional information about their work. Supplement to: Goldstone AB, Chiu P, Baiocchi M, et al. Mechanical or biologic

More information

CRITICAL APPRAISAL OF CLINICAL PRACTICE GUIDELINE (CPG)

CRITICAL APPRAISAL OF CLINICAL PRACTICE GUIDELINE (CPG) CRITICAL APPRAISAL OF CLINICAL PRACTICE GUIDELINE (CPG) Atiporn Ingsathit MD, PhD. 1 Rationale for Clinical Practice Guidelines Worldwide concerns about: Unexplained variations in clinical practice Rising

More information

Finland and Sweden and UK GP-HOSP datasets

Finland and Sweden and UK GP-HOSP datasets Web appendix: Supplementary material Table 1 Specific diagnosis codes used to identify bladder cancer cases in each dataset Finland and Sweden and UK GP-HOSP datasets Netherlands hospital and cancer registry

More information

etable 3.1: DIABETES Name Objective/Purpose

etable 3.1: DIABETES Name Objective/Purpose Appendix 3: Updating CVD risks Cardiovascular disease risks were updated yearly through prediction algorithms that were generated using the longitudinal National Population Health Survey, the Canadian

More information

Changing Patterns in Medication Use with Increasing Probability of Death for Older Medicare Beneficiaries

Changing Patterns in Medication Use with Increasing Probability of Death for Older Medicare Beneficiaries Changing Patterns in Medication Use with Increasing Probability of Death for Older Medicare Beneficiaries Thomas Shaffer, MHS; Linda Simoni-Wastila, PhD, Wendy Toler, PharmD, Bruce Stuart, PhD, and Jalpa

More information

Delirium Pilot Project

Delirium Pilot Project CCU Nurses: Delirium Pilot Project Our unit has been selected to develop and implement a delirium assessment and intervention program. We are beginning Phase 1 with education and assessing for our baseline

More information

Investigator Initiated Study Proposal Form

Investigator Initiated Study Proposal Form Please submit completed form to IISReview@KCI1.com Date Submitted Name & Title Institution Address Phone Number Email Address Principal Investigator / Institution YES NO Multi Center Study Acelity Product(s)

More information

5 older patients become delirious every minute

5 older patients become delirious every minute Management of Delirium: Nonpharmacologic and Pharmacologic Approaches Sharon K. Inouye, M.D., M.P.H. Professor of Medicine Beth Israel Deaconess Medical Center Harvard Medical School Milton and Shirley

More information

Critical Appraisal of Scientific Literature. André Valdez, PhD Stanford Health Care Stanford University School of Medicine

Critical Appraisal of Scientific Literature. André Valdez, PhD Stanford Health Care Stanford University School of Medicine Critical Appraisal of Scientific Literature André Valdez, PhD Stanford Health Care Stanford University School of Medicine Learning Objectives Understand the major components of a scientific article Learn

More information

NATIONAL HEALTH POLICY FORUM

NATIONAL HEALTH POLICY FORUM NATIONAL HEALTH POLICY FORUM UTILIZATION PATTERNS IN ADVANCED IMAGING: THE RADIOLOGY BENEFIT MANAGEMENT EXPERIENCE Susan Nedza, MD, MBA, FACEP Chief Medical Officer AIM Specialty Health / WellPoint, Inc.

More information

This is the author s final accepted version.

This is the author s final accepted version. Smart, R., Carter, B., McGovern, J., Luckman, S., Connelly, A., Hewitt, J., Quasim, T. and Moug, S. (2017) Frailty exists in younger adults admitted as surgical emergency leading to adverse outcomes. Journal

More information

NO LOWER COGNITIVE FUNCTIONING IN OLDER ADULTS WITH ATTENTION-DEFICIT/HYPERACTIVITY DISORDER

NO LOWER COGNITIVE FUNCTIONING IN OLDER ADULTS WITH ATTENTION-DEFICIT/HYPERACTIVITY DISORDER CHAPTER 6 NO LOWER COGNITIVE FUNCTIONING IN OLDER ADULTS WITH ATTENTION-DEFICIT/HYPERACTIVITY DISORDER INT PSYCHOGERIATR, 2015, 27(9): 1467 1476 DOI: 10.1017/S1041610215000010 73 NO LOWER COGNITIVE FUNCTIONING

More information

MIRT Program ABSTRACTS 2011

MIRT Program ABSTRACTS 2011 MIRT Program ABSTRACTS 2011 Risk of spontaneous preterm birth in relation to maternal depressive, anxiety and stress symptoms SE Sanchez, GC Puente*, G Atencio, C Qiu, D Yanez, B Gelaye, MA Williams (Hospital

More information

The Effects of Maternal Alcohol Use and Smoking on Children s Mental Health: Evidence from the National Longitudinal Survey of Children and Youth

The Effects of Maternal Alcohol Use and Smoking on Children s Mental Health: Evidence from the National Longitudinal Survey of Children and Youth 1 The Effects of Maternal Alcohol Use and Smoking on Children s Mental Health: Evidence from the National Longitudinal Survey of Children and Youth Madeleine Benjamin, MA Policy Research, Economics and

More information

Tool to Assess Risk of Bias in Cohort Studies

Tool to Assess Risk of Bias in Cohort Studies Tool to Assess Risk of Bias in Cohort Studies Contributed by the CLARITY Group at McMaster University 1. Was selection of exposed and non-exposed cohorts drawn from the same population? Exposed and unexposed

More information

Running head: RESEARCH SUMMARY PAPER 1. <Name> <Section Number>

Running head: RESEARCH SUMMARY PAPER 1. <Name> <Section Number> Running head: RESEARCH SUMMARY PAPER 1 Research Summary Paper: Academic Difficulties in Children with Prenatal Alcohol Exposure RESEARCH SUMMARY PAPER 2 I. Introduction Outline

More information

Delirium Superimposed on Dementia is Associated With Prolonged Length of Stay and Poor Outcomes in Hospitalized Older Adults

Delirium Superimposed on Dementia is Associated With Prolonged Length of Stay and Poor Outcomes in Hospitalized Older Adults ORIGINAL RESEARCH Delirium Superimposed on Dementia is Associated With Prolonged Length of Stay and Poor Outcomes in Hospitalized Older Adults Donna M. Fick, RN, PhD, FAAN 1,2 *, Melinda R. Steis, RN,

More information

Appendix L: Research recommendations

Appendix L: Research recommendations 1 L.1 Dementia diagnosis (amyloid PET imaging) recommendation 1 Index Test Reference Test(s) Does amyloid PET imaging provide additional diagnostic value, and is it cost effective, for the diagnosis of

More information

Methodological requirements for realworld cost-effectiveness assessment

Methodological requirements for realworld cost-effectiveness assessment Methodological requirements for realworld cost-effectiveness assessment Ismo Linnosmaa Department of Health and Social Management, UEF Centre for Health and Social Economics, THL Ismo Linnosmaa Outline

More information

I. Akushevich, 1 J. Kravchenko, 2 S. Ukraintseva, 1 K. Arbeev, 1 and A. Yashin Introduction

I. Akushevich, 1 J. Kravchenko, 2 S. Ukraintseva, 1 K. Arbeev, 1 and A. Yashin Introduction ISRN Geriatrics Volume 213, Article ID 943418, 15 pages http://dx.doi.org/1.1155/213/943418 Research Article Population-Based Analysis of Incidence Rates of Cancer and Non Chronic Diseases in the US Elderly

More information

Data Analysis Using Regression and Multilevel/Hierarchical Models

Data Analysis Using Regression and Multilevel/Hierarchical Models Data Analysis Using Regression and Multilevel/Hierarchical Models ANDREW GELMAN Columbia University JENNIFER HILL Columbia University CAMBRIDGE UNIVERSITY PRESS Contents List of examples V a 9 e xv " Preface

More information

Applied Medical. Statistics Using SAS. Geoff Der. Brian S. Everitt. CRC Press. Taylor Si Francis Croup. Taylor & Francis Croup, an informa business

Applied Medical. Statistics Using SAS. Geoff Der. Brian S. Everitt. CRC Press. Taylor Si Francis Croup. Taylor & Francis Croup, an informa business Applied Medical Statistics Using SAS Geoff Der Brian S. Everitt CRC Press Taylor Si Francis Croup Boca Raton London New York CRC Press is an imprint of the Taylor & Francis Croup, an informa business A

More information

Accepted 26 March 2013

Accepted 26 March 2013 Journal of Alzheimer s Disease 36 (2013) 385 399 DOI 10.3233/JAD-122392 IOS Press 385 The GERAS Study: A Prospective Observational Study of Costs and Resource Use in Community Dwellers with Alzheimer s

More information

Geriatric Hip Fracture Co-Management. Pannida Wattanapanom, M.D., FACP.

Geriatric Hip Fracture Co-Management. Pannida Wattanapanom, M.D., FACP. Geriatric Hip Fracture Co-Management Pannida Wattanapanom, M.D., FACP. An 80 year old man with a hip fracture The General Medicine approach: Medical clearance for surgery Role of Geriatrician Assess caused

More information

PLS 506 Mark T. Imperial, Ph.D. Lecture Notes: Reliability & Validity

PLS 506 Mark T. Imperial, Ph.D. Lecture Notes: Reliability & Validity PLS 506 Mark T. Imperial, Ph.D. Lecture Notes: Reliability & Validity Measurement & Variables - Initial step is to conceptualize and clarify the concepts embedded in a hypothesis or research question with

More information

Do you know. Assessment of Delirium. What is Delirium? Which syndrome occurs more commonly in elderly populations? a. Delirium b.

Do you know. Assessment of Delirium. What is Delirium? Which syndrome occurs more commonly in elderly populations? a. Delirium b. Assessment of Delirium Marianne McCarthy, PhD, GNP, PMHNP Arizona State University College of Nursing and Health Innovation What is Delirium? Delirium is a common clinical syndrome characterized by: Inattention

More information

Observational Study Designs. Review. Today. Measures of disease occurrence. Cohort Studies

Observational Study Designs. Review. Today. Measures of disease occurrence. Cohort Studies Observational Study Designs Denise Boudreau, PhD Center for Health Studies Group Health Cooperative Today Review cohort studies Case-control studies Design Identifying cases and controls Measuring exposure

More information

BGS Spring The Dementia and Delirium CQUIN

BGS Spring The Dementia and Delirium CQUIN The Dementia and Delirium CQUIN Dr Louise Allan Clinical Senior Lecturer in Geriatric Medicine Institute of Neuroscience Newcastle University Outline Why should it have happened? Why did it happen? How

More information