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STUDY DESIGNS
- An Overview
Dr Lipilekha Patnaik
professor, Community Medicine
Institute of Medical Sciences & SUM Hospital,
Siksha ‘O’ Anusandhan deemed to be University
Bhubaneswar, ODISHA, INDIA
E mail– drlipilekha@yahoo.co.in
1
Session Outline
Study designs and its types
Observational and Interventional studies
Uses of different studies
Systematic review and metaanalysis
Hierarchy of study designs in research
An introduction to Qualitative study
Ideal study design for different situations
2
Study Design
A study design is a specific plan or protocol
for conducting the study,
which allows the investigator to translate the
conceptual hypothesis into an operational one.
3
TYPES
QUANTITATIVE QUALITATIVE
4
Quantitative vs Qualitative
vQuantitative research is used to quantify the
problem by way of generating numerical data
which can be transformed into useable
statistics. It can generalize results from sample
to population.
vQualitative research is exploratory research.
It is used to gain an understanding of
underlying reasons, opinions etc. and provides
insight into the problem.
5
6
Types of epidemiological studies
Types of studies Alternative name Unit of study
OBSERVATIONALSTUDIES
◦ Descriptive studies – Case report, case series Individuals
◦ Cross sectional surveys
◦ Analytical studies
◦ Ecological Correlation Populations
◦ Cross-sectional Prevalence Individuals
◦ Case-control Case-reference Individuals
◦ Cohort Follow-up Individuals
EXPERIMENTALSTUDIES (Intervention Studies)
◦ Randomized control trials Clinical Trials Patients
◦ Field trials Healthy People
◦ Community trial Community studies Communities
7
DESCRIPTIVE STUDIES
ØDescriptive study is the first phase of epidemiological
investigation.
ØObserving the distribution of disease or health related
events in human population.
ØIdentify the characteristics with which the disease is
associated.
ØBasically 3 questions are asked when, where and who
i.e. Time, place and person distribution.
8
Case reports
Case series
Population studies
(Cross sectional surveys)
9
Case Reports
ØDetailed presentation of a single case.
ØGenerally report a new or unique finding
üe.g. previous undescribed disease
üe.g. unexpected link between diseases
üe.g. unexpected new therapeutic effect
üe.g. adverse events
10
Case Series
ØExperience of a group of patients with a
similar diagnosis
ØCases may be identified from a single or
multiple sources
ØGenerally report on new/unique condition
11
Cond.
ØAdvantages
•Useful for hypothesis generation
•Informative for very rare disease with few
established risk factors
ØDisadvantages
•Cannot study cause and effect relationships
•Cannot assess disease frequency
12
Case Report
Case Series
One case of unusual
findings
Multiple cases of
findings
13
14
Uses
Hypothesis generation
Suggesting associations
15
ANALYTICAL STUDIES
Ecological study
Cross-sectional
Case-control
Cohort
16
Ecological Study
žIt is not easy to establish links between environmentalexposures
and health outcomes using individuallevel data.
žEcological study designs provide one way of avoiding these
difficulties and studying the effects of environmentalexposures on
different health outcomes.
žEcological studies look for associations between the occurrenceof
disease and exposure to known or suspected causes.
žHowever, the unit of analysis is not an individualbut a population /
a group of persons
17
18
Cross-sectional Study
Data collected at a single point in time
An “observational” design that surveys exposures and
disease status at a single point in time (a cross-section
of the population)
Describes associations
Prevalence
19
A “Snapshot”
20
time
Study only exists at this point in time
Study
population
No Disease
Disease
factor present
factor absent
factor present
factor absent
Sample of Population
Playing
outdoor games
regularly
Not playing
outdoor games
Prevalence of
Overweight/
obesity
Prevalence of
Overweight/
obesity
Time Frame = Present
21
Defined Population of school
going adolescents
Example
Why we do cross-sectional study?
ØTo assess the burden of disease in a population
and to assess the need for health services.
ØTo compare the prevalence of disease in
different populations.
ØTo examine trends in disease prevalence or
severity over time.
ØTo find out association
22
23
24
Case-Control Studies
§Start with people who have disease (Cases)
§Match them with controls that do not have
disease
§Look back and assess exposures
25
Other Name Retrospective Study
Unit of Study Cases/Control
Study QuestionWhat has happened ?
Direction of Inquiry= F O
Study Design
26
27
Study
population
Cases
(disease)
Controls
(no disease)
factor present
factor absent
factor present
factor absent
present
past
time
Study begins here
28
Obese adolescents
Normal adolescents
PresentPast
No Outdoor games
No Outdoor games
Regular outdoor games
Regular outdoor games
Cases
Controls
Example
29
Cohort Study
Cohort is defined a group of people who share a
common characteristic or experience within a
defined time period (age, occupation, exposure)
Birth cohort, exposure cohort
30
Begin with disease-free individuals
Classify patients as exposed/unexposed
Record outcomes in both groups
Compare outcomes using relative risk
31
Other Name Prospective Study / Follow-up
Study/Incidence Study
Unit of Study Individual
Study Question What is happening ?
Directionof Inquiry F O
Study Design
32
33
time
Study begins here
Study
population
free of
disease
Factor
present
Factor
absent
disease
no disease
disease
no disease
present future
Example
34
Not playing
outdoor games
Playing outdoor
games regularly
Not obese
Obesity
Obesity
Not obese
Present Future
Cohort of
School going
adolescents
35
EXPERIMENTAL STUDIES
1. Experimental studies are similar in approach to cohort studies
excepting that the study condition are under direct control of the
investigator.
2. There is some action, intervention or manipulation which are
deliberate.
AIM OF EXPERIMENTAL STUDY
1. To provide scientific proof of aetiological factor.
2. To provide a method of measuring the effectiveness and efficiency of
health services for the prevention control and treatment of diseases.
TYPES OF EXPERIMENTAL STUDIES
1. Animal study
2. Human study
36
Types
1. Randomised controlled trials
2. Non-randomised trials.
37
Other Name Intervention Study
Objective To know the effect of intervention
Unit of Study Individual meeting entry criteria
Study Question What is happening after intervention in both
groups ?
Direction of Inquiry I E
Study Design (Intervention with Standard of care or placebo)
38
Experimental Design
39
time
Study begins here (baseline point)
Study
population
Intervention
Control
outcome
no outcome
outcome
no outcome
baseline
future
RANDOMIZATION
Participants are allocated in to two groups.
1) study group : To receive preventive and
therapeutic manoeuvres.
2) control group : Not to receive any
intervention or to receive standard of care.
40
Randomisation
41
time
Study begins here
obese students
Intervention
(Regular exercise
&Outdoor games)
Control
Decrease BMI
No change of BMI
Decrease BMI
No change of BMI
Obese
students Future
(After 2 years)
RANDOMIZATION
42
Different studies have different uses
Objective Type of study
Prevalence Cross-sectional
Incidence Cohort
Causal association Cohort
Case-control
Prognosis Cohort
Natural history of
disease
Cohort
Treatment effect Randomised Controlled
Trial
43
Did the investigator assign
exposure?
Experimental Study Observational Study
Yes No
Random Allocation?
Comparison Group?
Yes Yes
No
No
Analytical
Study
Descriptive
Study
Randomized
Control
trial
Non-
Randomized
Control trial
Direction?
Exposure Outcome
Exposure and
outcome at
the same time
Cohort
Study
Case
Control
Study
Cross-
Sectional
Study
Exposure Outcome
44
Systematic Review
“A review that is conducted according to clearly stated, scientific
research methods, and is designed to minimize biases and errors
inherent to traditional, narrative reviews.”
Margaliot, Zvi, Kevin C. Chung. Systematic Reviews: A Primer for Plastic Surgery Research. PRS Journal.
120/7 (2007)
45
Meta analysis
ØMeta-analysis is a statistical analysis of a collection of
studies.
ØMeta-analysis methods focus on contrasting and comparing
results from different studies in anticipation of identifying
consistent patterns and sources of disagreements among
these results.
Ø“While all meta-analyses are based on systematic review of
literature, not all systematic reviews necessarily include meta-
analysis.”
46
Hierarchy of Study Design
47
QUALITATIVE RESEARCH
Qualitative research can provide insight into
the priblem which is not possible with purely
quantitative data
• A means for exploring and understanding the
meaning individuals or groups ascribe to social or
human problems
• Study human behavior and social world
Help us to understand the world in which we
live and why things are the way they are
48
Qualitative research answer questions on:
◦Why people behave the way they do
◦How opinions and attitudes are formed
◦How people are affected by the events that
go on around them
◦How and why cultures have developed
◦The difference between social groups
49
Which is the ideal study design?
§A rare case of Dermatomyositis came to the hospital –
Case report
§Prevalence of Hypertension among adolescents in Bhubaneswar city –
Cross sectional
§To find out the association of bottle feeding with the incidence of diarrhea –
Cohort
§Association of Smoking and MI –
Case Control
§Safety and efficacy of Malaria vaccine –
RCT
§To explore factors of nonuse of contraceptives in a tribal community –
Qualitative study
50
51

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Study designs, Epidemiological study design, Types of studies

  • 1. STUDY DESIGNS - An Overview Dr Lipilekha Patnaik professor, Community Medicine Institute of Medical Sciences & SUM Hospital, Siksha ‘O’ Anusandhan deemed to be University Bhubaneswar, ODISHA, INDIA E mail– drlipilekha@yahoo.co.in 1
  • 2. Session Outline Study designs and its types Observational and Interventional studies Uses of different studies Systematic review and metaanalysis Hierarchy of study designs in research An introduction to Qualitative study Ideal study design for different situations 2
  • 3. Study Design A study design is a specific plan or protocol for conducting the study, which allows the investigator to translate the conceptual hypothesis into an operational one. 3
  • 5. Quantitative vs Qualitative vQuantitative research is used to quantify the problem by way of generating numerical data which can be transformed into useable statistics. It can generalize results from sample to population. vQualitative research is exploratory research. It is used to gain an understanding of underlying reasons, opinions etc. and provides insight into the problem. 5
  • 6. 6
  • 7. Types of epidemiological studies Types of studies Alternative name Unit of study OBSERVATIONALSTUDIES ◦ Descriptive studies – Case report, case series Individuals ◦ Cross sectional surveys ◦ Analytical studies ◦ Ecological Correlation Populations ◦ Cross-sectional Prevalence Individuals ◦ Case-control Case-reference Individuals ◦ Cohort Follow-up Individuals EXPERIMENTALSTUDIES (Intervention Studies) ◦ Randomized control trials Clinical Trials Patients ◦ Field trials Healthy People ◦ Community trial Community studies Communities 7
  • 8. DESCRIPTIVE STUDIES ØDescriptive study is the first phase of epidemiological investigation. ØObserving the distribution of disease or health related events in human population. ØIdentify the characteristics with which the disease is associated. ØBasically 3 questions are asked when, where and who i.e. Time, place and person distribution. 8
  • 9. Case reports Case series Population studies (Cross sectional surveys) 9
  • 10. Case Reports ØDetailed presentation of a single case. ØGenerally report a new or unique finding üe.g. previous undescribed disease üe.g. unexpected link between diseases üe.g. unexpected new therapeutic effect üe.g. adverse events 10
  • 11. Case Series ØExperience of a group of patients with a similar diagnosis ØCases may be identified from a single or multiple sources ØGenerally report on new/unique condition 11
  • 12. Cond. ØAdvantages •Useful for hypothesis generation •Informative for very rare disease with few established risk factors ØDisadvantages •Cannot study cause and effect relationships •Cannot assess disease frequency 12
  • 13. Case Report Case Series One case of unusual findings Multiple cases of findings 13
  • 14. 14
  • 17. Ecological Study žIt is not easy to establish links between environmentalexposures and health outcomes using individuallevel data. žEcological study designs provide one way of avoiding these difficulties and studying the effects of environmentalexposures on different health outcomes. žEcological studies look for associations between the occurrenceof disease and exposure to known or suspected causes. žHowever, the unit of analysis is not an individualbut a population / a group of persons 17
  • 18. 18
  • 19. Cross-sectional Study Data collected at a single point in time An “observational” design that surveys exposures and disease status at a single point in time (a cross-section of the population) Describes associations Prevalence 19 A “Snapshot”
  • 20. 20 time Study only exists at this point in time Study population No Disease Disease factor present factor absent factor present factor absent
  • 21. Sample of Population Playing outdoor games regularly Not playing outdoor games Prevalence of Overweight/ obesity Prevalence of Overweight/ obesity Time Frame = Present 21 Defined Population of school going adolescents Example
  • 22. Why we do cross-sectional study? ØTo assess the burden of disease in a population and to assess the need for health services. ØTo compare the prevalence of disease in different populations. ØTo examine trends in disease prevalence or severity over time. ØTo find out association 22
  • 23. 23
  • 24. 24
  • 25. Case-Control Studies §Start with people who have disease (Cases) §Match them with controls that do not have disease §Look back and assess exposures 25
  • 26. Other Name Retrospective Study Unit of Study Cases/Control Study QuestionWhat has happened ? Direction of Inquiry= F O Study Design 26
  • 27. 27 Study population Cases (disease) Controls (no disease) factor present factor absent factor present factor absent present past time Study begins here
  • 28. 28 Obese adolescents Normal adolescents PresentPast No Outdoor games No Outdoor games Regular outdoor games Regular outdoor games Cases Controls Example
  • 29. 29
  • 30. Cohort Study Cohort is defined a group of people who share a common characteristic or experience within a defined time period (age, occupation, exposure) Birth cohort, exposure cohort 30
  • 31. Begin with disease-free individuals Classify patients as exposed/unexposed Record outcomes in both groups Compare outcomes using relative risk 31
  • 32. Other Name Prospective Study / Follow-up Study/Incidence Study Unit of Study Individual Study Question What is happening ? Directionof Inquiry F O Study Design 32
  • 33. 33 time Study begins here Study population free of disease Factor present Factor absent disease no disease disease no disease present future
  • 34. Example 34 Not playing outdoor games Playing outdoor games regularly Not obese Obesity Obesity Not obese Present Future Cohort of School going adolescents
  • 35. 35
  • 36. EXPERIMENTAL STUDIES 1. Experimental studies are similar in approach to cohort studies excepting that the study condition are under direct control of the investigator. 2. There is some action, intervention or manipulation which are deliberate. AIM OF EXPERIMENTAL STUDY 1. To provide scientific proof of aetiological factor. 2. To provide a method of measuring the effectiveness and efficiency of health services for the prevention control and treatment of diseases. TYPES OF EXPERIMENTAL STUDIES 1. Animal study 2. Human study 36
  • 37. Types 1. Randomised controlled trials 2. Non-randomised trials. 37
  • 38. Other Name Intervention Study Objective To know the effect of intervention Unit of Study Individual meeting entry criteria Study Question What is happening after intervention in both groups ? Direction of Inquiry I E Study Design (Intervention with Standard of care or placebo) 38
  • 39. Experimental Design 39 time Study begins here (baseline point) Study population Intervention Control outcome no outcome outcome no outcome baseline future RANDOMIZATION
  • 40. Participants are allocated in to two groups. 1) study group : To receive preventive and therapeutic manoeuvres. 2) control group : Not to receive any intervention or to receive standard of care. 40 Randomisation
  • 41. 41 time Study begins here obese students Intervention (Regular exercise &Outdoor games) Control Decrease BMI No change of BMI Decrease BMI No change of BMI Obese students Future (After 2 years) RANDOMIZATION
  • 42. 42
  • 43. Different studies have different uses Objective Type of study Prevalence Cross-sectional Incidence Cohort Causal association Cohort Case-control Prognosis Cohort Natural history of disease Cohort Treatment effect Randomised Controlled Trial 43
  • 44. Did the investigator assign exposure? Experimental Study Observational Study Yes No Random Allocation? Comparison Group? Yes Yes No No Analytical Study Descriptive Study Randomized Control trial Non- Randomized Control trial Direction? Exposure Outcome Exposure and outcome at the same time Cohort Study Case Control Study Cross- Sectional Study Exposure Outcome 44
  • 45. Systematic Review “A review that is conducted according to clearly stated, scientific research methods, and is designed to minimize biases and errors inherent to traditional, narrative reviews.” Margaliot, Zvi, Kevin C. Chung. Systematic Reviews: A Primer for Plastic Surgery Research. PRS Journal. 120/7 (2007) 45
  • 46. Meta analysis ØMeta-analysis is a statistical analysis of a collection of studies. ØMeta-analysis methods focus on contrasting and comparing results from different studies in anticipation of identifying consistent patterns and sources of disagreements among these results. Ø“While all meta-analyses are based on systematic review of literature, not all systematic reviews necessarily include meta- analysis.” 46
  • 47. Hierarchy of Study Design 47
  • 48. QUALITATIVE RESEARCH Qualitative research can provide insight into the priblem which is not possible with purely quantitative data • A means for exploring and understanding the meaning individuals or groups ascribe to social or human problems • Study human behavior and social world Help us to understand the world in which we live and why things are the way they are 48
  • 49. Qualitative research answer questions on: ◦Why people behave the way they do ◦How opinions and attitudes are formed ◦How people are affected by the events that go on around them ◦How and why cultures have developed ◦The difference between social groups 49
  • 50. Which is the ideal study design? §A rare case of Dermatomyositis came to the hospital – Case report §Prevalence of Hypertension among adolescents in Bhubaneswar city – Cross sectional §To find out the association of bottle feeding with the incidence of diarrhea – Cohort §Association of Smoking and MI – Case Control §Safety and efficacy of Malaria vaccine – RCT §To explore factors of nonuse of contraceptives in a tribal community – Qualitative study 50
  • 51. 51