Research Methodology Study Design 1 Davood Khalili MD

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Research Methodology Study Design (1) Davood Khalili, MD, MPH, Ph. D Department of Biostatistics

Research Methodology Study Design (1) Davood Khalili, MD, MPH, Ph. D Department of Biostatistics & Epidemiology Research Institute for Endocrine Sciences Shahid Beheshti University of Medical Sciences

Evidence to action needs research Conducting a research needs some tools Study designs are

Evidence to action needs research Conducting a research needs some tools Study designs are these tools

Study Design Categories Qualitative Quantitative Basic Applied Observational Experimental Descriptive Analytic

Study Design Categories Qualitative Quantitative Basic Applied Observational Experimental Descriptive Analytic

Study Design Qualitative Quantitative • Observational • Experimental

Study Design Qualitative Quantitative • Observational • Experimental

Study Design q. Observational § Descriptive o Cross-Sectional § Analytic o Case-Control o Cohort

Study Design q. Observational § Descriptive o Cross-Sectional § Analytic o Case-Control o Cohort q. Experimental (Randomized Control Trial - RCT)

Descriptive Study � Case Report � Case series � Cross sectional � Longitudinal �

Descriptive Study � Case Report � Case series � Cross sectional � Longitudinal � Normative research � Secondary data analysis (summaries, meta-analysis) � Ecological Who? When? Where?

Cross-Sectional Study or prevalence study Target population 3 important questions to consider: Case Non-Case

Cross-Sectional Study or prevalence study Target population 3 important questions to consider: Case Non-Case q Definition of the Population q Definition of Case q Definition of risk factors Prevalence of Dis. = No. of disease+ / No. of subjects Prevalence of R. F. = No. of risk factor+ / No. of subjects

Trend Design in Cross-Sectional studies Future Populatio n Sampling Present Risk Factor or Sampling

Trend Design in Cross-Sectional studies Future Populatio n Sampling Present Risk Factor or Sampling Risk Factor or Disease Prevalence

Advantages Disadvantages � Useful • Prone to sample distortion bias. for descriptive studies �

Advantages Disadvantages � Useful • Prone to sample distortion bias. for descriptive studies � Rapid, inexpensive, can provide analytic clues. � Less prone to error about exposure recall bias cross-sectional studies • Unable to sort out what came first exposure or outcome • Prone to seasonal and time to time variations

Case-control Study Compare Yes people who get the disease people who do not get

Case-control Study Compare Yes people who get the disease people who do not get the disease Cases No past "exposures“ Population at risk Yes Controls No

�Selection of cases t s r i F p e St v Precise definition

�Selection of cases t s r i F p e St v Precise definition of ‘case’. v Inclusion / Exclusion criteria. v How are cases to be identified? How recruited?

�Selection of Controls d n o c Se p e St q Source (

�Selection of Controls d n o c Se p e St q Source ( hospital patients without disease; neighborhood controls; random sample of population; sibs). q Inclusion / exclusion criteria. Controls must be related to the same population as the cases are.

�Collection of information rd i Th p e St Ø Identify risk factor of

�Collection of information rd i Th p e St Ø Identify risk factor of interest Ø Method of collection of information ( questionnaire; medical records; employment records) Ø Same procedure to be used for cases and controls Ø Interviewer should be unaware who is a case and who a control.

Two Methods of Case Selection � New (incident) cases • Existing (prevalent) cases as

Two Methods of Case Selection � New (incident) cases • Existing (prevalent) cases as they come up, from a defined population. controls selected From the same population a from those in the same larger number of controls setting at the same time. are identified. are The Incident type of case-control study is stronger because diagnosis of cases and ascertainment of exposure is being done by the researcher.

ADVANTAGES � Relatively cheap compared to cohort studies � Relatively quick � Useful for

ADVANTAGES � Relatively cheap compared to cohort studies � Relatively quick � Useful for study of rare diseases. � No ethical problems � Useful for diseases with long latent period. Case-control Studies Disadvantages • Estimate of disease incidence cannot be done • At times difficult to measure exposure accurately • Open to selection bias. • Difficult to interpret.

Results of a Case-Control Study Disease Risk factor Yes (cases) No (controls) Yes a

Results of a Case-Control Study Disease Risk factor Yes (cases) No (controls) Yes a c No b d N 1 N 2 Total N 1 and N 2 are fixed numbers