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Types of Research Studies Architecture of Clinical Research

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1 Types of Research Studies Architecture of Clinical Research
Professor Md. Akram Hossain May 2009

2 Learning Objectives Be familiar with the types of research study designs Be aware of the advantages, disadvantages, and uses of the various research design types Recognize a study design from published study abstracts used as a class exercise

3 Studies in Medical Literature
Two main categories: Observational: Studies in which subjects are observed Experimental: Studies in which the effect of an intervention is observed

4 Observational Studies
Case Series Case-Control Cross Sectional Cohort

5 Observational Studies
Case Series What are they? Author describes some interesting or intriguing observations that occurred to a small number of patients Characteristics: The simplest design Descriptive Lead to hypotheses subsequently investigated by other types (Case-Control, Cross-Sectional or Cohort study) Generally over short period of time Generally no controls

6 Case Series & Case Reports

7 Observational Studies
Case-Control Retrospective Question answered: “What happened?” Matching needed for controls Might be difficult to differentiate from Case Series (Both are after the fact) Ask if the goal was to describe a phenomenon, if description is the goal  Case Series

8 Case Control Studies

9 Case-control Studies: research in reverse
Example: association between smoking and lung cancer. People with lung cancer are enrolled to form the case group, and people without lung cancer are identified as controls. Researchers then look back in time to ascertain each person's exposure status (smoking history), (retrospective design). Investigators compare the frequency of smoking exposure in the case group with that in the control group, and calculate a measure of association.

10 Observational Studies
Cross Sectional AKA Surveys, epidemiologic or prevalence studies What are they? Analyzes data collected on a group of subjects at one time Question answered: “What is happening now?” Short time

11 Cross Sectional (cont’ed)
Possible uses of Cross Sectional studies: Diagnosing or staging a disease Evaluating different methods of doing the same thing e.g. Examining the relationship between histology slides and MRI findings of diseased carotid arteries Establishing norms e.g. Establishing normal lab values from normal subjects Surveys May use preexisting validated surveys To learn what people think Sometimes combined with interviews

12 Observational Studies
Cohort Question answered: “what will happen?” Prospective/forward e.g. Framingham study of cardiovascular disease: Started in 1948, 6000 citizens participated, followed for 20 years (study in 1970 by Gordon and Kannel) Possible uses: Typical cohort study Outcome assessment (patient outcomes: economic, functional, satisfaction, QOL, ..) Historical Cohort studies/AKA Retrospective cohort: Relies on prospective records collected (If accurate) – still forward in time in the past

13 Cohort Studies

14 Cohort studies: marching towards outcomes
Lancet 2002; 359: The defining characteristic of all cohort studies is that they track people forward in time from exposure to outcome. Data collection may be prospective or retrospective. Ex. Contraceptives and DVT.

15 Both Cohort and Case-Control studies are called “Longitudinal Studies”
Notion of time

16 Observational Studies
Case Series Case-Control Cohort Cross Sectional Longitudinal Studies

17 Experimental Studies AKA Clinical Trials (Involve humans)
Easier to identify (usually explicitly stated in the abstract) Two main categories of clinical trials: Controlled trials Uncontrolled trials

18 Experimental Studies Controlled trials
Experimental drug or procedure compared with another, with a placebo, or with the standard procedure Greater validity

19 Experimental Studies Controlled Trials
Trials with independent concurrent controls Double or single blind Best is randomized assignment Same point in time These include: RCT: The epitome of all research designs Provides the strongest evidence of concluding causation Best insurance that results are due to the intervention Nonrandomized trials: Assignment not randomized Opened to biases Trials with self controls Subject to bias (Hawthorne effect) Can do crossover study (with washout period in between) Trials with external control Uses the results of another investigator’s research as a comparison Historical controls can also be used: for disease with no cures yet

20 Randomized Controlled Studies

21 The Double Blind Method

22 Experimental Studies Uncontrolled trials
Investigator’s experience with the new drug or procedure is described but not formally compared with another one More likely to be used for interventions that are procedures rather than drug

23 Independent concurrent controls
Experimental Studies Controlled trials Uncontrolled trials Independent concurrent controls Self controls External controls RCT Non-randomized

24 Systematic Reviews &Meta-analyses

25 Study Pyramid Best Worst

26 Classification of types of clinical research
Lancet 2002; 359: 57-61

27 Temporal direction of study designs
Lancet 2002; 359: 57-61

28 Advantages & Disadvantages

29 Clinical Trials Advantages: Disadvantages:
RCT is the gold standard or reference Disadvantages: Expensive Long duration

30 Cohort Studies Advantages: Disadvantages:
Design of choice for studying cause of a disease, course, risk factors Disadvantages: Cannot be used to prove causation Long studies can be costly Vulnerable to patient attrition, migration

31 Case-Control Studies Advantages: Disadvantages: Quickest
Least expensive Good for rare diseases and diseases that take long time Good for investigation of a preliminary hypothesis Time factor research Disadvantages: Large biases Difficult to find matching controls

32 Cross Sectional Studies
Advantages: Best for: Determining status quo of a disease Prevalence of disease Evaluation of diagnostic procedures Relatively quick and inexpensive Disadvantages: Provide only a snapshot in time

33 Case Series Advantages: Disadvantages: Easy to write
May be extremely useful to investigators looking for causes of the observation Disadvantages: Subject to many biases in patient selection Should be viewed as hypothesis generating, not conclusive


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