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Different Types of
Studies & Trials
Dr G Praveen Chandra
Types of Study Designs
META-ANALYSIS
• A way of combining data from many different
research studies.
• A meta-analysis is a statistical process that
combines the findings from individual studies.
SYSTEMATIC REVIEW
• A summary of the clinical literature.
• A systematic review is a critical assessment &
evaluation of all research studies that address a
particular clinical issue.
• Researchers use an organized method of locating,
assembling & evaluating a body of literature on a
particular topic using a set of specific criteria.
• A systematic review typically includes a
description of the findings of the collection of
research studies.
• The systematic review may also include a
quantitative pooling of data called a meta-
analysis.
• Systemic review is a summary of evidence on a
particular topic, typically by an expert or expert panel that
uses a rigorous process for identifying, appraising, and
synthesizing studies to answer a specific clinical question.
• Meta analysis : Many systemic reviews incorporate
quantitative methods to summarize the results from
multiple studies. These reviews are called Meta-
Analyses.
Melnyk, B. M., & Fineout-Overhault, E. (2005). Evidence-Based Practice in Nursing & Healthcare. Philadelphia, PA:Lippincott Williams &
Wilkins.
• A controlled clinical trial that randomly, by chance,
assigns participants to two or more groups.
• There are various methods to randomize study
participants to their groups.
Advantages:
• unbiased distribution of confounders;
• blinding more likely;
• randomization facilitates statistical analysis.
Disadvantages:
• expensive: time and money;
• volunteer bias;
• ethically problematic at times.
COHORT STUDY
• PROSPECTIVE OBSERVATIONAL STUDY
• A clinical research study in which people who
presently have a certain condition or receive a
particular treatment are followed over time &
compared with another group of people who are
not affected by the condition.
Advantages:
• ethically safe;
• subjects can be matched;
• can establish timing and
directionality of events;
• eligibility criteria and outcome
assessments can be
standardized;
• administratively easier and
cheaper than RCT.
Disadvantages:
• controls may be difficult to
identify;
• exposure may be linked to a
hidden confounder;
• blinding is difficult;
• randomization not present;
• for rare disease, large sample
sizes or long follow-up
necessary
CASE-CONTROL STUDY
• Case-control studies begin with the outcomes &
don’t follow people over time.
• Researchers choose people with a particular
result ( the cases ) & interview the groups or
check their records to ascertain what different
experiences they had.
• They compare the odds of having an experience
with the outcome to the odds of having an
experience withOUT the outcome.
• Advantages:
• quick and cheap;
• only feasible method for
very rare disorders or those
with long lag between
exposure and outcome;
• fewer subjects needed than
cross-sectional studies.
• Disadvantages:
• reliance on recall or records
to determine exposure
status;
• confounders;
• selection of control groups
is difficult;
• potential bias: recall,
selection.
CROSS-SECTIONAL
STUDY
• The observation of a defined population at a
single point in time or time interval.
• Exposure & outcome are determined
simultaneously.
• Advantages:
• cheap and simple;
• ethically safe.
• Disadvantages:
• establishes association at
most, not causality;
• recall bias susceptibility;
• confounders may be
unequally distributed;
• group sizes may be
unequal.
CASE REPORTS & SERIES
• A report on a series of patients with an outcome of
interest.
• No control group is involved.
IDEAS, EDITORIALS &
OPINIONS
• Put forth by experts in the field.
ANIMAL RESEARCH
STUDIES
• Studies conducted using animal subjects
TEST-TUBE LAB
RESEARCH
• Test tube experiments conducted in a controlled
laboratory setting.
• It should be finally noted that studies can
incorporate several design elements.
• For example, the control arm of a randomized trial
may also be used as a cohort study &
• the baseline measures of a cohort study may be
used as a cross-sectional study.
Spotting the Study Design
• The type of study can generally be worked at by
answering the following three issues….
Q1. What was the aim of the study?
• To simply describe a population (PO)
• Descriptive study
• To quantify the relationship between factors
(PICO)
• Analytical study.
Q2. If analytic, was the intervention randomly
allocated?
• Yes? RCT
• No? Observational study
For observational study the subtypes will then depend on the
timing of the measurement of outcome, so the next question
is:
Q3. When were the outcomes determined?
• Some time after the exposure or intervention?
• cohort study (‘prospective study’)
• At the same time as the exposure or intervention
• cross sectional study or survey
• Before the exposure was determined?
• case-control study (‘retrospective study’ based on recall of the
exposure)
PHASES OF
CLINICAL TRIALS
• Clinical trials are often conducted in 4 phases.
• The trials at each phase have a different purpose
& help answer different questions.
PHASE 1 TRIALS
• To test an experimental drug or treatment in a
small group of people for the 1st time
• The researchers
• evaluate the treatment’s safety,
• determine a safe dosage range &
• identify side effects.
PHASE 2 TRIALS
• The experimental drug or treatment is given to a
larger group of people to see if it is effective & to
further evaluate its safety.
PHASE 3 TRIALS
• The experimental study drug or treatment is given
to large groups of people.
• Researchers
• confirm its effectiveness,
• monitor side effects ,
• compare it to commonly used treatments &
• collect information that will allow the experimental
drug or treatment to be used safely.
PHASE 4 TRIALS
• Post-marketing studies, which are conducted after
a treatment is approved for use,
• Provide additional information including the
treatment or drug’s risks, benefits & best use.
p-value
• In statistics, the p-value is the probability that,
using a given statistical model, the statistical
summary (such as the sample mean difference
between two compared groups) would be the
same as or more extreme than the actual
observed results.
• Small p-value ( <0.05 ) indiactes strong evidence
against the null hypothesis, thus rejecting it.
• Large p-value ( >0.05 ) indicates weak evidence
against the null hypothesis, thus failing to reject it.
• In statistics, the standard deviation (SD, also
represented by the Greek letter sigma σ ) is a
measure that is used to quantify the amount of
variation or dispersion of a set of data values.
• A low standard deviation indicates that the data
points tend to be close to the mean (also called
the expected value) of the set,
• while a high standard deviation indicates that the
data points are spread out over a wider range of
values.
Study designs & amp; trials presentation1 2
Study designs & amp; trials presentation1 2

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Study designs & amp; trials presentation1 2

  • 1. Different Types of Studies & Trials Dr G Praveen Chandra
  • 2. Types of Study Designs
  • 3. META-ANALYSIS • A way of combining data from many different research studies. • A meta-analysis is a statistical process that combines the findings from individual studies.
  • 4.
  • 5. SYSTEMATIC REVIEW • A summary of the clinical literature. • A systematic review is a critical assessment & evaluation of all research studies that address a particular clinical issue. • Researchers use an organized method of locating, assembling & evaluating a body of literature on a particular topic using a set of specific criteria.
  • 6. • A systematic review typically includes a description of the findings of the collection of research studies. • The systematic review may also include a quantitative pooling of data called a meta- analysis.
  • 7.
  • 8. • Systemic review is a summary of evidence on a particular topic, typically by an expert or expert panel that uses a rigorous process for identifying, appraising, and synthesizing studies to answer a specific clinical question. • Meta analysis : Many systemic reviews incorporate quantitative methods to summarize the results from multiple studies. These reviews are called Meta- Analyses. Melnyk, B. M., & Fineout-Overhault, E. (2005). Evidence-Based Practice in Nursing & Healthcare. Philadelphia, PA:Lippincott Williams & Wilkins.
  • 9.
  • 10. • A controlled clinical trial that randomly, by chance, assigns participants to two or more groups. • There are various methods to randomize study participants to their groups.
  • 11. Advantages: • unbiased distribution of confounders; • blinding more likely; • randomization facilitates statistical analysis. Disadvantages: • expensive: time and money; • volunteer bias; • ethically problematic at times.
  • 12.
  • 13. COHORT STUDY • PROSPECTIVE OBSERVATIONAL STUDY • A clinical research study in which people who presently have a certain condition or receive a particular treatment are followed over time & compared with another group of people who are not affected by the condition.
  • 14. Advantages: • ethically safe; • subjects can be matched; • can establish timing and directionality of events; • eligibility criteria and outcome assessments can be standardized; • administratively easier and cheaper than RCT. Disadvantages: • controls may be difficult to identify; • exposure may be linked to a hidden confounder; • blinding is difficult; • randomization not present; • for rare disease, large sample sizes or long follow-up necessary
  • 15.
  • 16. CASE-CONTROL STUDY • Case-control studies begin with the outcomes & don’t follow people over time. • Researchers choose people with a particular result ( the cases ) & interview the groups or check their records to ascertain what different experiences they had. • They compare the odds of having an experience with the outcome to the odds of having an experience withOUT the outcome.
  • 17. • Advantages: • quick and cheap; • only feasible method for very rare disorders or those with long lag between exposure and outcome; • fewer subjects needed than cross-sectional studies. • Disadvantages: • reliance on recall or records to determine exposure status; • confounders; • selection of control groups is difficult; • potential bias: recall, selection.
  • 18.
  • 19.
  • 20. CROSS-SECTIONAL STUDY • The observation of a defined population at a single point in time or time interval. • Exposure & outcome are determined simultaneously.
  • 21. • Advantages: • cheap and simple; • ethically safe. • Disadvantages: • establishes association at most, not causality; • recall bias susceptibility; • confounders may be unequally distributed; • group sizes may be unequal.
  • 22.
  • 23. CASE REPORTS & SERIES • A report on a series of patients with an outcome of interest. • No control group is involved.
  • 24.
  • 25.
  • 26. IDEAS, EDITORIALS & OPINIONS • Put forth by experts in the field.
  • 27.
  • 28. ANIMAL RESEARCH STUDIES • Studies conducted using animal subjects
  • 29. TEST-TUBE LAB RESEARCH • Test tube experiments conducted in a controlled laboratory setting.
  • 30. • It should be finally noted that studies can incorporate several design elements. • For example, the control arm of a randomized trial may also be used as a cohort study & • the baseline measures of a cohort study may be used as a cross-sectional study.
  • 31.
  • 32. Spotting the Study Design • The type of study can generally be worked at by answering the following three issues…. Q1. What was the aim of the study? • To simply describe a population (PO) • Descriptive study • To quantify the relationship between factors (PICO) • Analytical study.
  • 33. Q2. If analytic, was the intervention randomly allocated? • Yes? RCT • No? Observational study
  • 34. For observational study the subtypes will then depend on the timing of the measurement of outcome, so the next question is: Q3. When were the outcomes determined? • Some time after the exposure or intervention? • cohort study (‘prospective study’) • At the same time as the exposure or intervention • cross sectional study or survey • Before the exposure was determined? • case-control study (‘retrospective study’ based on recall of the exposure)
  • 35.
  • 36.
  • 37. PHASES OF CLINICAL TRIALS • Clinical trials are often conducted in 4 phases. • The trials at each phase have a different purpose & help answer different questions.
  • 38. PHASE 1 TRIALS • To test an experimental drug or treatment in a small group of people for the 1st time • The researchers • evaluate the treatment’s safety, • determine a safe dosage range & • identify side effects.
  • 39.
  • 40. PHASE 2 TRIALS • The experimental drug or treatment is given to a larger group of people to see if it is effective & to further evaluate its safety.
  • 41.
  • 42. PHASE 3 TRIALS • The experimental study drug or treatment is given to large groups of people. • Researchers • confirm its effectiveness, • monitor side effects , • compare it to commonly used treatments & • collect information that will allow the experimental drug or treatment to be used safely.
  • 43.
  • 44. PHASE 4 TRIALS • Post-marketing studies, which are conducted after a treatment is approved for use, • Provide additional information including the treatment or drug’s risks, benefits & best use.
  • 45.
  • 46. p-value • In statistics, the p-value is the probability that, using a given statistical model, the statistical summary (such as the sample mean difference between two compared groups) would be the same as or more extreme than the actual observed results.
  • 47. • Small p-value ( <0.05 ) indiactes strong evidence against the null hypothesis, thus rejecting it. • Large p-value ( >0.05 ) indicates weak evidence against the null hypothesis, thus failing to reject it.
  • 48. • In statistics, the standard deviation (SD, also represented by the Greek letter sigma σ ) is a measure that is used to quantify the amount of variation or dispersion of a set of data values.
  • 49. • A low standard deviation indicates that the data points tend to be close to the mean (also called the expected value) of the set, • while a high standard deviation indicates that the data points are spread out over a wider range of values.