Unit 4 Sources of Data Used in Epidemiology Unit 4: Learning Objectives • Identify bibliographic databases for locating epidemiological literature • Identify US government sources of epidemiological data census, vital statistics • Understand criteria for quality and utility of epidemiological data • Discuss strengths and weakness of various data sources This is one of those topics that will assist with your journal critique exercise.. Garbage in Garbage out • Research findings are only as good as the data upon which they are based • Findings from bad data leads to bad decision making.. Source of Data Statistics derived from vital registration systems Disease statistics Notifiable disease statistics Morbidity surveys of the general population Clinic based surveys Screening surveys Disease registries Insurance data Hospital data Physician Practice data Description Aggregate in nature Aggregate in nature Aggregate in nature Person level Person-level Person-level Person-level Person-level Person-level Person-level Personal-level data sources • The personal level data sources in the previous slide can be used to design various study designs • Cross-sectional studies • Retrospective cohort studies • Case controls studies • When conducting your journal critique one of the things you can assess strengths and weaknesses in is the data source of your stud Criteria for Quality and Utility of Epidemiological Data • For practical purposes, the pressing issue when judging quality and utility of data sources is to consider which source of data helps you answer the research question posed with the greatest possible accuracy Exposure Outcome Criteria for Quality and Utility of Epidemiological Data 1. Nature of the Data Bottom line is where the records originate can help one judge the accuracy of their collection Criteria for Quality and Utility of Epidemiological Data 2. Availability of data Bottom line is some useful data may not be available or available consistently or completely example, zipcode, bmi, race , income Criteria for Quality and Utility of Epidemiological Data 3. Population coverage (representativeness/external validity The bottom line is some data may not be an adequate representation of your target population.ie omission of minorities, low SES Criteria for Quality and Utility of Epidemiological Data 4. Population coverage (thoroughness) The bottom line is some data may not include all possible cases. Example hospital data may only contain severe cases. Criteria for Quality and Utility of Epidemiological Data 5. Strengths vs. Limitations Bottom line is that considering certain strengths and limitations inherent in data sources helps to judge quality and utility Duplicate cases, incomplete case info are issues for some data sets and not others You should panic if you… • Do not know weaknesses and strengths of using different personal-level-data sources to be able to critique study designs using them • Do not know the criteria for judging the quality of data sources to critique study designs using them Text book reference showing strengths and weaknesses of epidemiological data sources table 5-1 page 213