Secondary Data Analysis
|
|
|
- Elwin Hardy
- 7 years ago
- Views:
Transcription
1 Slide 1 Secondary Data Analysis Young I. Cho University of Illinois Slide 2 What is secondary data? Data collected by a person or organization other than the users of the data 2 of 20 Slide 3 Advantages of Secondary Data Unobtrusive Fast & inexpensive Avoid data collection problems Provide bases for comparison 3 of 20
2 Slide 4 Disadvantages of Secondary Data Data availability Level of observation Quality of documentation Data quality control Outdated data 4 of 20 Slide 5 Data Sources Inter-university Consortium for Political and Social Research (ICPSR) National Center for Health Statistics (NCHS) Center for Medicare and Medicaid Services (CMS) US Census Bureau 5 of 20 Slide 6 Data Sources (cont( cont.) Examples of Directly Downloadable Data from NCHS: National Health and Nutrition Examination Survey (NHANES) National Ambulatory Medical Care Survey (NAMCS) National Hospital Ambulatory Medical Care Survey (NHAMCS) National Hospital Discharge Survey (NHDS) National Home and Hospice Care Survey (NHHCS) National Nursing Home Survey (NNHS) National Survey of Ambulatory Surgery (NSAS) National Employer Health Insurance Survey (NEHIS) National Vital Statistics System (NVSS) National Health Interview Survey (NHIS) 6 of 20
3 Slide 7 Data Sources (cont( cont.) Data Available for Use with Survey Documentation and Analysis (SDA): Aging Data Longitudinal Study of Aging, 70 Years and Older, National Survey of Self-Care and Aging: Follow-Up, 1994 National Health and Nutrition Examination Survey II: Mortality Study, 1992 National Hospital Discharge Survey, National Health Interview Survey, 1994, Second Supplement on Aging Criminal Justice Data International Crime Data Homicide Data National Crime Victimization Survey Data Corrections Data 7 of 20 Slide 8 Data Sources (cont( cont.) Data Available for Use with Survey Documentation and Analysis (continued): Substance Abuse Data Drug Abuse Warning Network Monitoring the Future National Household Survey on Drug Abuse National Pregnancy and Health Survey National Treatment Improvement Evaluation Study Treatment Episode Data Set Uniform Facility Data Set Washington, DC Metropolitan Area Drug Study (DC*MADS) 8 of 20 Slide 9 Evaluation of Data Sources Purpose of the study Sponsor/collector of the data Mode of data collection Sampling procedures Consistency of data with other sources 9 of 20
4 Slide 10 Evaluation of Data Sources (cont.) Documentation Number of observations Number of variables Coding scheme Summary statistics 10 of 20 Slide 11 Types of Survey Sample Design Simple Random Sampling Systematic Sampling Complex sample designs? stratified designs? cluster designs? mixed mode designs 11 of 20 Slide 12 Why complex survey design? Increased efficiency Decreased costs 12 of 20
5 Slide 13 Complex Survey Design Complex designs with clustering and unequal selection probabilities generally increase the sampling variance. Not accounting for the impact of complex sample design can lead to Type I error. 13 of 20 Slide 14 Sample Weights Used to adjust for differing probabilities of selection In theory, simple random samples are self-weighted 14 of 20 Slide 15 Sample Weights (cont.) Used to adjust for differing probabilities of selection In theory, simple random samples are self-weighted In practice, simple random samples are likely to also require adjustments for non-response 15 of 20
6 Slide 16 Types of Sample Weights Post-stratification weights: designed to bring the sample proportions in demographic subgroups into agreement with the population proportion in the subgroups. 16 of 20 Slide 17 Types of Sample Weights (cont.) Non-response weights: designed to inflate the weights of survey respondents to compensate for nonrespondents with similar characteristics. 17 of 20 Slide 18 Types of Sample Weights (cont.) Blow-up (expansion) weights: provide estimates for the total population of interest 18 of 20
7 Slide 19 Syntax Examples of Design-based Analysis in STATA, SUDAAN & SAS STATA svyset strata strata svyset psu psu svyset pweight finalwt svyreg fatitk age male black hispanic SUDAAN proc regress data= c:\nhanes.sav filetype=spss desgn=wr; nest strata psu; weight finalwt subpgroup sex race; levels 2 3; model fatintk = age sex race; 19 of 20 Slide 20 Syntax Examples of Design-based Analysis in STATA, SUDAAN & SAS SAS proc surveyreg data=nhanes; strata strata; cluster psu; class sex race; model fatintk = age sex race; weight finalwt 20 of 20
SAMPLE DESIGN RESEARCH FOR THE NATIONAL NURSING HOME SURVEY
SAMPLE DESIGN RESEARCH FOR THE NATIONAL NURSING HOME SURVEY Karen E. Davis National Center for Health Statistics, 6525 Belcrest Road, Room 915, Hyattsville, MD 20782 KEY WORDS: Sample survey, cost model
ANALYTIC AND REPORTING GUIDELINES
ANALYTIC AND REPORTING GUIDELINES The National Health and Nutrition Examination Survey (NHANES) Last Update: December, 2005 Last Correction, September, 2006 National Center for Health Statistics Centers
Survey Data Analysis in Stata
Survey Data Analysis in Stata Jeff Pitblado Associate Director, Statistical Software StataCorp LP Stata Conference DC 2009 J. Pitblado (StataCorp) Survey Data Analysis DC 2009 1 / 44 Outline 1 Types of
Data The estimates presented in the tables originate from the 2013 SCS to the NCVS. The SCS collects information about student and school
This document reports data from the 2013 School Crime Supplement (SCS) of the National Crime Victimization Survey (NCVS). 1 The Web Tables show the extent to which with different personal characteristics
Guidelines for Analyzing Add Health Data. Ping Chen Kim Chantala
Guidelines for Analyzing Add Health Data Ping Chen Kim Chantala Carolina Population Center University of North Carolina at Chapel Hill Last Update: March 2014 Table of Contents Overview... 3 Understanding
Texas Diabetes Fact Sheet
I. Adult Prediabetes Prevalence, 2009 According to the 2009 Behavioral Risk Factor Surveillance System (BRFSS) survey, 984,142 persons aged eighteen years and older in Texas (5.4% of this age group) have
CDC Secondary Database Sources
Outcomes and Population-Based Research Sources Database Using secondary datasets for population-level epidemiologic, outcomes and health services research can be an effective, resource-efficient way to
Workshop on Using the National Survey of Children s s Health Dataset: Practical Applications
Workshop on Using the National Survey of Children s s Health Dataset: Practical Applications Julian Luke Stephen Blumberg Centers for Disease Control and Prevention National Center for Health Statistics
Introduction to Sampling. Dr. Safaa R. Amer. Overview. for Non-Statisticians. Part II. Part I. Sample Size. Introduction.
Introduction to Sampling for Non-Statisticians Dr. Safaa R. Amer Overview Part I Part II Introduction Census or Sample Sampling Frame Probability or non-probability sample Sampling with or without replacement
Use and Integration of Freely Available U.S. Public Use Files to Answer Pharmacoeconomic Questions: Deciphering the Alphabet Soup
Use and Integration of Freely Available U.S. Public Use Files to Answer Pharmacoeconomic Questions: Deciphering the Alphabet Soup Prepared by Ovation Research Group for the National Library of Medicine
Kaiser Family Foundation/New York Times Survey of Chicago Residents
Kaiser Family Foundation/New York Times Survey of Chicago Residents Selected Findings May 2016 Figure 1 Majority of Chicago Residents Feel City is on the Wrong Track Do you feel things in Chicago are generally
Application of Information Systems and Secondary Data. Lynda Burton, ScD 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
Basic Overview of The National Ambulatory Medical Care Survey (NAMCS) and The National Hospital Ambulatory Medical Care Survey (NHAMCS)
Basic Overview of The National Ambulatory Medical Care Survey (NAMCS) and The National Hospital Ambulatory Medical Care Survey (NHAMCS) Esther Hing Kelly L. Myrick Melissa Park National Center for Health
Sampling Design for the 2010-12 National Hospital Ambulatory Medical Care Survey
Sampling Design for the 2010-12 National Hospital Ambulatory Medical Care Survey Iris Shimizu National Center for Health Statistics, 3311 Toledo Road, Hyattsville, MD 207082 Abstract The National Center
In 2013, U.S. residents age 12 or older experienced
U.S. Department of Justice Office of Justice Programs Bureau of Justice Statistics Revised 9/19/2014 Criminal Victimization, 2013 Jennifer L. Truman, Ph.D., and Lynn Langton, Ph.D., BJS Statisticians In
Sampling Error Estimation in Design-Based Analysis of the PSID Data
Technical Series Paper #11-05 Sampling Error Estimation in Design-Based Analysis of the PSID Data Steven G. Heeringa, Patricia A. Berglund, Azam Khan Survey Research Center, Institute for Social Research
Variance Estimation Guidance, NHIS 2006-2014 (Adapted from the 2006-2014 NHIS Survey Description Documents) Introduction
June 9, 2015 Variance Estimation Guidance, NHIS 2006-2014 (Adapted from the 2006-2014 NHIS Survey Description Documents) Introduction The data collected in the NHIS are obtained through a complex, multistage
Negative Binomials Regression Model in Analysis of Wait Time at Hospital Emergency Department
Negative Binomials Regression Model in Analysis of Wait Time at Hospital Emergency Department Bill Cai 1, Iris Shimizu 1 1 National Center for Health Statistic, 3311 Toledo Road, Hyattsville, MD 20782
The SURVEYFREQ Procedure in SAS 9.2: Avoiding FREQuent Mistakes When Analyzing Survey Data ABSTRACT INTRODUCTION SURVEY DESIGN 101 WHY STRATIFY?
The SURVEYFREQ Procedure in SAS 9.2: Avoiding FREQuent Mistakes When Analyzing Survey Data Kathryn Martin, Maternal, Child and Adolescent Health Program, California Department of Public Health, ABSTRACT
Crime in America www.bjs.gov
Crime in America Presented by: James P. Lynch, Ph.D. Director Bureau of Justice Statistics May 24, 2012 Three Questions What is the role of a national statistical office in the collection of crime statistics?
Maryland Population POLICY ACADEMY STATE PROFILE. Maryland MARYLAND POPULATION (IN 1,000S) BY AGE GROUP
Maryland October 2012 POLICY ACADEMY STATE PROFILE Maryland Population MARYLAND POPULATION (IN 1,000S) BY AGE GROUP Maryland is home to almost 5.8 million people. Of these, more than 1.8 million (31.9
Best Practices in Using Large, Complex Samples: The Importance of Using Appropriate Weights and Design Effect Compensation
A peer-reviewed electronic journal. Copyright is retained by the first or sole author, who grants right of first publication to the Practical Assessment, Research & Evaluation. Permission is granted to
Enrollment under the Medicaid Expansion and Health Insurance Exchanges. A Focus on Those with Behavioral Health Conditions in Washington
Enrollment under the Medicaid Expansion and Health Insurance Exchanges A Focus on Those with Behavioral Health Conditions in Washington Data Sources National Survey on Drug Use and Health Sponsored by
Problems Paying Medical Bills Among Persons Under Age 65: Early Release of Estimates From the National Health Interview Survey, 2011 June 2015
Problems Paying Medical Bills Among Persons Under Age 65: Early Release of Estimates From the National Health Interview Survey, June 5 by Robin A. Cohen, Ph.D., and Jeannine S. Schiller, M.P.H. Division
DATA EDITING AT THE NATIONAL CENTER FOR HEALTH STATISTICS
DATA EDITING AT THE NATIONAL CENTER FOR HEALTH STATISTICS Kenneth W. Harris, National Center for Health Statistics 6525 Belcrest Road, Rm. 915, Hyattsville, MD 20782 Key Words: Imputation Background Survey,
HowHow to Identify the Best Stock Broker For You
Indicators of Alcohol and Other Drug Risk and Consequences for California Counties County 2010 Indicators of Alcohol and Other Drug Risk and Consequences for California Counties County 2010 TABLE OF CONTENTS
Sacramento County 2010
Indicators of Alcohol and Other Drug Risk and Consequences for California Counties County 21 Indicators of Alcohol and Other Drug Risk and Consequences for California Counties County 21 TABLE OF CONTENTS
Descriptive Methods Ch. 6 and 7
Descriptive Methods Ch. 6 and 7 Purpose of Descriptive Research Purely descriptive research describes the characteristics or behaviors of a given population in a systematic and accurate fashion. Correlational
San Diego County 2010
Indicators of Alcohol and Other Drug Risk and Consequences for California Counties San Diego County 21 Indicators of Alcohol and Other Drug Risk and Consequences for California Counties San Diego County
Using complete administration data for nonresponse analysis: The PASS survey of low-income households in Germany
To appear in: Proceedings of Statistics Canada Symposium 2010 Social Statistics: The Interplay among Censuses, Surveys and Administrative Data Using complete administration data for nonresponse analysis:
Methodology. Report 1. Design and Methods of the Medical Expenditure Panel Survey Household Component
Design and Methods of the Medical Expenditure Panel Survey Household Component Methodology,,,,, yyyyy zzzz Report 1 {{{{{ U.S. Department of Health and Human Services Public Health Service Agency for Health
Educational Attainment
Educational Attainment Five Key Data Releases From the U.S. Census Bureau Media Webinar February 23, 2012 Webinar access information Toll free number: 888 790 3288 Passcode: CENSUS URL: https://www.mymeetings.com/nc/join/
Why Sample? Why not study everyone? Debate about Census vs. sampling
Sampling Why Sample? Why not study everyone? Debate about Census vs. sampling Problems in Sampling? What problems do you know about? What issues are you aware of? What questions do you have? Key Sampling
Mode and Patient-mix Adjustment of the CAHPS Hospital Survey (HCAHPS)
Mode and Patient-mix Adjustment of the CAHPS Hospital Survey (HCAHPS) April 30, 2008 Abstract A randomized Mode Experiment of 27,229 discharges from 45 hospitals was used to develop adjustments for the
Massachusetts Population
Massachusetts October 2012 POLICY ACADEMY STATE PROFILE Massachusetts Population MASSACHUSETTS POPULATION (IN 1,000S) AGE GROUP Massachusetts is home to more than 6.5 million people. Of these, more than
New Jersey Population
New Jersey October 2012 POLICY ACADEMY STATE PROFILE New Jersey Population NEW JERSEY POPULATION (IN 1,000S) AGE GROUP New Jersey is home to nearly9 million people. Of these, more than 2.9 million (33.1
A User s Guide to the PSU-Census Bureau Research Data Center. Mark Roberts & Jennifer Van Hook
A User s Guide to the PSU-Census Bureau Research Data Center Mark Roberts & Jennifer Van Hook Outline Introduction to RDCs Data Resources in Health and Demography Application Process for NCHS Data Resources
Enrollment under the Medicaid Expansion and Health Insurance Exchanges. A Focus on Those with Behavioral Health Conditions in Maine
Enrollment under the Medicaid Expansion and Health Insurance Exchanges A Focus on Those with Behavioral Health Conditions in Maine Data Sources National Survey on Drug Use and Health Sponsored by SAMHSA
2014 National Study of Long-Term Care Providers (NSLTCP) Adult Day Services Center Survey. Restricted Data File. July 2015
2014 National Study of Long-Term Care Providers (NSLTCP) Adult Day Services Center Survey Restricted Data File July 2015 Data Description and Usage (Readme) Table of Contents Data File... 4 Documentation...
The California Census Research Data Center. Vocational Education Cluster
The California Census Research Data Center UC Davis April 25, 2014 Vocational Education Cluster Jon Stiles Census RDCs What is an RDC? What data are available in the RDC? What kinds of research can be
Health Insurance Coverage: Estimates from the National Health Interview Survey, 2004
Health Insurance Coverage: Estimates from the National Health Interview Survey, 2004 by Robin A. Cohen, Ph.D., and Michael E. Martinez, M.P.H., Division of Health Interview Statistics, National Center
Florida Population POLICY ACADEMY STATE PROFILE. Florida FLORIDA POPULATION (IN 1,000S) AGE GROUP
Florida December 2012 POLICY ACADEMY STATE PROFILE Florida Population FLORIDA POPULATION (IN 1,000S) AGE GROUP Florida is home to more than 19 million people. Of these, more than 6.9 (36.9 percent) are
Results from the National Survey of Ambulatory Surgery (NSAS) Karen A. Cullen, PhD, MPH
Results from the National Survey of Ambulatory Surgery (NSAS) Karen A. Cullen, PhD, MPH National Center for Health Statistics Division of Health Care Statistics Overview National Center for Health Statistics
Enrollment under the Medicaid Expansion and Health Insurance Exchanges. A Focus on Those with Behavioral Health Conditions in Indiana
Enrollment under the Medicaid Expansion and Health Insurance Exchanges A Focus on Those with Behavioral Health Conditions in Indiana Data Sources National Survey on Drug Use and Health Sponsored by SAMHSA
PROFILE OF ADOLESCENT DISCHARGES FROM SUBSTANCE ABUSE TREATMENT
Treatment Abuse Substance from Discharges Adolescent of Profile Treatment Episode Data Set Short Report April 01, 2015 PROFILE OF ADOLESCENT DISCHARGES FROM SUBSTANCE ABUSE TREATMENT AUTHORS Ryan Mutter,
Mode and respondent effects in a dual-mode survey of physicians: 2008-2009
Mode and respondent effects in a dual-mode survey of physicians: 2008-2009 Esther Hing, M.P.H. 1, Chun-Ju Hsiao, Ph.D. 1, Paul Beatty, Ph.D. 1, Sandra L. Decker, Ph.D. 1, 1 National Center for Health Statistics,
Enrollment under the Medicaid Expansion and Health Insurance Exchanges. A Focus on Those with Behavioral Health Conditions in Florida
Enrollment under the Medicaid Expansion and Health Insurance Exchanges A Focus on Those with Behavioral Health Conditions in Florida Data Sources National Survey on Drug Use and Health Sponsored by SAMHSA
Chapter 11 Introduction to Survey Sampling and Analysis Procedures
Chapter 11 Introduction to Survey Sampling and Analysis Procedures Chapter Table of Contents OVERVIEW...149 SurveySampling...150 SurveyDataAnalysis...151 DESIGN INFORMATION FOR SURVEY PROCEDURES...152
Center for Behavioral Health Statistics and Quality CBHSQ DATA REVIEW
Center for Behavioral Health Statistics and Quality CBHSQ DATA REVIEW Comparison of NSDUH Health and Health Care Utilization Estimates to Other National Data Sources Authors Michael R. Pemberton, Jonaki
Enrollment under the Medicaid Expansion and Health Insurance Exchanges. A Focus on Those with Behavioral Health Conditions in Georgia
Enrollment under the Medicaid Expansion and Health Insurance Exchanges A Focus on Those with Behavioral Health Conditions in Georgia Data Sources National Survey on Drug Use and Health Sponsored by SAMHSA
Enrollment under the Medicaid Expansion and Health Insurance Exchanges. A Focus on Those with Behavioral Health Conditions in Idaho
Enrollment under the Medicaid Expansion and Health Insurance Exchanges A Focus on Those with Behavioral Health Conditions in Idaho Data Sources National Survey on Drug Use and Health Sponsored by SAMHSA
Facts about Diabetes in Massachusetts
Facts about Diabetes in Massachusetts Diabetes is a disease in which the body does not produce or properly use insulin (a hormone used to convert sugar, starches, and other food into the energy needed
Health Insurance Coverage: Estimates from the National Health Interview Survey, 2005
Health Insurance Coverage: Estimates from the National Health Interview Survey, 2005 by Robin A. Cohen, Ph.D., and Michael E. Martinez, M.P.H., Division of Health Interview Statistics, National Center
Enrollment under the Medicaid Expansion and Health Insurance Exchanges. A Focus on Those with Behavioral Health Conditions in New Hampshire
Enrollment under the Medicaid Expansion and Health Insurance Exchanges A Focus on Those with Behavioral Health Conditions in New Hampshire Data Sources National Survey on Drug Use and Health Sponsored
http://www.cdc.gov/nchs.
As the Nation s principal health statistics agency, the National Center for Health Statistics (NCHS) compiles statistical information to guide actions and policies to improve the health of the population.
In 2014, U.S. residents age 12 or older experienced
U.S. Department of Justice Office of Justice Programs Bureau of Justice Statistics Revised September 29, 2015 Criminal Victimization, 2014 Jennifer L. Truman, Ph.D., and Lynn Langton, Ph.D., BJS Statisticians
Complex Survey Design Using Stata
Complex Survey Design Using Stata 2010 This document provides a basic overview of how to handle complex survey design using Stata. Probability weighting and compensating for clustered and stratified samples
Comparison of Variance Estimates in a National Health Survey
Comparison of Variance Estimates in a National Health Survey Karen E. Davis 1 and Van L. Parsons 2 1 Agency for Healthcare Research and Quality, 540 Gaither Road, Rockville, MD 20850 2 National Center
3 Sources of Information about Crime:
Crime Statistics 3 Sources of Information about Crime: 1-UCR: Uniform Crime Report 2-NCVS: National Crime Victimization Survey 3-SRS: Self-Report Surveys UCR: Crime statistics are collected by branches
Physician Assistant and Advance Practice Nurse Care in Hospital Outpatient Departments: United States, 2008 2009
NCHS Data Brief No. 77 November 0 Physician Assistant and Advance Practice Nurse Care in Hospital Outpatient Departments: United States, 008 009 Esther Hing, M.P.H. and Sayeedha Uddin, M.D., M.P.H. Key
Deja-vu all over again, or is it? : nursing home use in the 1990 s
Scripps Gerontology Center Scripps Gerontology Center Publications Miami University Year 2001 Deja-vu all over again, or is it? : nursing home use in the 1990 s Shahla Mehdizadeh Robert Applebaum Jane
Wages, Fringe Benefits, and Turnover for Direct Care Workers Working for Long-Term Care Providers in Oregon
January 2015 Wages, Fringe Benefits, and Turnover for Direct Care Workers Working for Long-Term Care Providers in Oregon Final Report Prepared for: Nathan M. Singer Deputy Chief Operating Officer APD Oregon
Youth Risk Behavior Survey (YRBS) Software for Analysis of YRBS Data
Youth Risk Behavior Survey (YRBS) Software for Analysis of YRBS Data CONTENTS Overview 1 Background 1 1. SUDAAN 2 1.1. Analysis capabilities 2 1.2. Data requirements 2 1.3. Variance estimation 2 1.4. Survey
Americans and text messaging
Americans and text messaging 31% of text message users prefer texting to voice calls, and young adults stand out in their use of text messaging Aaron Smith, Senior Research Specialist 9/19/2011 http://pewinternet.org/reports/2011/cell-phone-texting-2011.aspx
CHAPTER 6: Substance Abuse and Mental Health A Comparison of Appalachian Coal Mining Areas to Other Areas within the Appalachian Region
CHAPTER 6: Substance Abuse and Mental Health A Comparison of Coal Mining Areas to Areas within the Region 6.1 Introduction A key geographic and economic feature of the region is that a large proportion
Research Opportunities at the Triangle Census Research Data Center
Research Opportunities at the Triangle Census Research Data Center Gale Boyd Director Department of Economics, Duke University Bert Grider Administrator Center for Economic Studies, U.S. Census Bureau
An Introduction to Secondary Data Analysis
research methodology series An Introduction to Secondary Data Analysis Natalie Koziol, MA CYFS Statistics and Measurement Consultant Ann Arthur, MS CYFS Statistics and Measurement Consultant Outline Overview
CHILDHOOD SEXUAL ABUSE FACT SHEET
CHILDHOOD SEXUAL ABUSE FACT SHEET Emily M. Douglas and David Finkelhor PART 1: HOW MANY CHILDREN ARE THE VICTIMS OF CHILD SEXUAL ABUSE? There are many estimates of the number of children who are the victims
E-reader Ownership Doubles in Six Months
E-reader Ownership Doubles in Six Months Adoption rate of e-readers surges ahead of tablet computers Kristen Purcell, Associate Director for Research, Pew Internet Project June 27, 2011 Pew Research Center
Behavioral Health Barometer. United States, 2013
Behavioral Health Barometer United States, 2013 Acknowledgments This report was prepared for the Substance Abuse and Mental Health Services Administration (SAMHSA) by RTI International under contract No.
Macomb County Office of Substance Abuse MCOSA. Executive Summary
Macomb County Office of Substance Abuse MCOSA Executive Summary This report marks the second data profile of alcohol and illicit drugs burden in Macomb County. The first report produced in 2007 detailed
Texas Census Research Data Center
Texas Census Research Data Center Mark Fossett, PhD Director Bethany DeSalvo, PhD Administrator Center for Economic Studies, United States Census Bureau In partnership with: Texas A&M University Texas
Multimode Strategies for Designing Establishment Surveys
Multimode Strategies for Designing Establishment Surveys Shelton M. Jones RTI International, 3 Cornwallis Rd., Research Triangle Park, NC, 2779 Abstract Design strategies are discussed that improve participation
Power Calculation Using the Online Variance Almanac (Web VA): A User s Guide
Power Calculation Using the Online Variance Almanac (Web VA): A User s Guide Larry V. Hedges & E.C. Hedberg This research was supported by the National Science Foundation under Award Nos. 0129365 and 0815295.
National Longitudinal Study of Adolescent Health. Strategies to Perform a Design-Based Analysis Using the Add Health Data
National Longitudinal Study of Adolescent Health Strategies to Perform a Design-Based Analysis Using the Add Health Data Kim Chantala Joyce Tabor Carolina Population Center University of North Carolina
California Marijuana Arrests
Working to Reform Marijuana Laws The NORML Almanac of Marijuana Arrest Statistics California Marijuana Arrests Marijuana Arrests 1995-2002 (Summary) Marijuana Possession Arrests-2002 (Demographics) Marijuana
Oklahoma county. Community Health Status Assessment
Oklahoma county Wellness Score 2014 Community Health Status Assessment Mental and Social Health Overall Mental Health score The World Health Organization defines mental health as a state of well-being
For the 10-year aggregate period 2003 12, domestic violence
U.S. Department of Justice Office of Justice Programs Bureau of Justice Statistics Special Report APRIL 2014 NCJ 244697 Nonfatal Domestic Violence, 2003 2012 Jennifer L. Truman, Ph.D., and Rachel E. Morgan,
Workplace Violence Against Government Employees, 1994-2011
U.S. Department of Justice Office of Justice Programs Bureau of Justice Statistics Special Report APRIL 2013 NCJ 241349 Workplace Violence Against Employees, 1994-2011 Erika Harrell, Ph.D., BJS Statistician
SECOND NATIONAL JUVENILE ONLINE VICTIMIZATION INCIDENCE STUDY (NJOV-2)
SECOND NATIONAL JUVENILE ONLINE VICTIMIZATION INCIDENCE STUDY (NJOV-2) NDACAN Dataset Number 162 USER'S GUIDE National Data Archive on Child Abuse and Neglect Bronfenbrenner Center for Translational Research
71% of online adults now use video sharing sites
71% of online adults now use video sharing sites Kathleen Moore, Pew Internet Project 7/25/2011 http://pewinternet.org/reports/2011/video sharing sites.aspx Pew Research Center 1615 L St., NW Suite 700
NQS Priority #1: Making Care Safer by Reducing the Harm Caused in the Delivery of Care
NQS Priority #: Making Care Safer by Reducing the Harm Caused in the Delivery of Care Measure: Hospital-acquired Conditions (HAC) Incidence of measurable hospital-acquired conditions 45 HACs per,000 admissions
Contacts between Police and the Public, 2008
U.S. Department of Justice Office of Justice Programs Bureau of Justice Statistics Special Report october 2011 ncj 234599 Contacts between Police and the Public, 2008 Christine Eith and Matthew R. Durose,
Community Tracking Study. Comparison of Selected Statistical Software Packages for Variance Estimation in the CTS Surveys
Community Tracking Study Comparison of Selected Statistical Software Packages for Variance Estimation in the CTS Surveys Elizabeth Schaefer Frank Potter Stephen Williams Nuria Diaz-Tena James D. Reschovsky
A comparison of mail and face-to-face responses in a dualmode survey of physicians
A comparison of mail and face-to-face responses in a dualmode survey of physicians Esther Hing, M.P.H. 1, Chun-Ju Hsiao, Ph.D. 1, Paul Beatty, Ph.D. 1 1 National Center for Health Statistics, 3311 Toledo
OREGON PROPERLY VERIFIED CORRECTION OF DEFICIENCIES IDENTIFIED DURING SURVEYS OF NURSING HOMES PARTICIPATING IN MEDICARE AND MEDICAID
Department of Health and Human Services OFFICE OF INSPECTOR GENERAL OREGON PROPERLY VERIFIED CORRECTION OF DEFICIENCIES IDENTIFIED DURING SURVEYS OF NURSING HOMES PARTICIPATING IN MEDICARE AND MEDICAID
2015 Michigan Department of Health and Human Services Adult Medicaid Health Plan CAHPS Report
2015 State of Michigan Department of Health and Human Services 2015 Michigan Department of Health and Human Services Adult Medicaid Health Plan CAHPS Report September 2015 Draft Draft 3133 East Camelback
Characteristics and Outcomes Site Profiles Report Guide
What is it? Characteristics and Outcomes Site Profiles Report Guide The Characteristics and Outcomes Site Profiles Report provides our customers within a given treatment agency a comprehensive description
Economic Impact of the Queen of Peace Hospital and Related Health Sectors of Scott County
Economic Impact of the Queen of Peace Hospital and Related Health Sectors of Scott County March 17, 2011 Minnesota Department of Health- Office of Rural Health and Primary Care The health care sector is
Treatment. Race. Adults. Ethnicity. Services. Racial/Ethnic Differences in Mental Health Service Use among Adults. Inpatient Services.
CHAPTER 1 Introduction Racial/Ethnic Differences in Mental Health Service Use among Adults Treatment Ethnicity Outpatient Services Mental Health Adults Mental Health Care Prevalence Inpatient Services
Public Health Improvement Plan
2013-2017 Public Health Improvement Plan Bent County, Colorado Bent County Public Health 3/31/2014 1 Contents Acknowledgements... 3 Executive Summary... 4 Bent County Overview... 5 Process for Developing
24% of internet users have made phone calls online
24% of internet users have made phone calls online Lee Rainie, Director May 30, 2011 http://pewinternet.org/reports/2011/13--internet-phone-calls--skype.aspx Pew Research Center s Internet & American Life
APPENDIX V METHODOLOGY OF 2011 MONTANA HEALTH INSURANCE SURVEYS
APPENDIX V METHODOLOGY OF 2011 MONTANA HEALTH INSURANCE SURVEYS The purpose of the 2011 Health Insurance Surveys is a: Study of the insured, underinsured and uninsured Montanans Study of Montana s current
Software for Analysis of YRBS Data
Youth Risk Behavior Surveillance System (YRBSS) Software for Analysis of YRBS Data June 2014 Where can I get more information? Visit www.cdc.gov/yrbss or call 800 CDC INFO (800 232 4636). CONTENTS Overview
The 2014 Update of the Rural-Urban Chartbook
The 2014 Update of the Rural-Urban Chartbook October 2014 Authors Michael Meit, MA, MPH Alana Knudson, PhD Tess Gilbert, MPH Amanda Tzy-Chyi Yu, MHA, PhD Erin Tanenbaum, MA Elizabeth Ormson, MS Shannon
HOUSEHOLD TELEPHONE SERVICE AND USAGE PATTERNS IN THE U.S. IN 2004
HOUSEHOLD TELEPHONE SERVICE AND USAGE PATTERNS IN THE U.S. IN 2004 Clyde Tucker, Bureau of Labor Statistics; J. Michael Brick, Westat; Brian Meekins, Bureau of Labor Statistics; and David Morganstein,
A Preliminary Assessment of Risk and Recidivism of Illinois Prison Releasees
A Preliminary Assessment of Risk and Recidivism of Illinois Prison Releasees David E. Olson & Gipsy Escobar Department of Criminal Justice Loyola University Chicago Presented at the Justice Research and
Prisoner Recidivism Analysis Tool - 2005 (PRAT - 2005) User s Guide
Prisoner Recidivism Analysis Tool - 2005 (PRAT - 2005) User s Guide 1. About the Prisoner Recidivism Analysis Tool - 2005 (PRAT - 2005)... 2 2. Differences between 1994 and 2005 recidivism data... 2 3.
49. INFANT MORTALITY RATE. Infant mortality rate is defined as the death of an infant before his or her first birthday.
49. INFANT MORTALITY RATE Wing Tam (Alice) Jennifer Cheng Stat 157 course project More Risk in Everyday Life Risk Meter LIKELIHOOD of exposure to hazardous levels Low Medium High Consequences: Severity,