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30/05/2015 1
Research Designs in Social
Science
IV Seminar on
30/05/2015 2
Introduction
What is Research?
It is the scientific and systematic
investigation to search for knowledge.
Research is to see what everybody else has
seen and to think what nobody else has
thought.
( Albert Szent Gyorgyi)
30/05/2015 3
Objectives
1. To understand the concept of research design.
2. To be familiar with the different types of
research designs.
3. To review research studies related to research
designs.
30/05/2015 4
What are Research Designs ?
30/05/2015 5
‘Research design is the arrangement of conditions
for collection and analysis of data in a manner
that aims to combine relevance to research
purpose with economy in procedure’.
Selltiz(1976)
30/05/2015 6
Contd..
‘Research design refers to plan, structure, strategy
of investigation conceived as to obtain answers
to research questions & to control variance’.
(Kerlinger, 1967)
30/05/2015 7
Purpose of Research Designs
30/05/2015 8
Components of research designs
1. Variable
2. Extraneous variable
3. Confounded effect
4. Research hypothesis
5. Experimental and control group
6. Treatments
30/05/2015 9
Guiding principle in identifying
the research design
30/05/2015 10
Contd…
MAXIMIZING
Experimental
Variance
1. Make treatment and control
2. Carefully monitor the study
3. Design the study to control internal validity threats
MINIMIZING
Error
Variance
1. Watch for errors in measurement
2. Increase control over experimental conditions
3. Improve the reliability of measuring instruments
CONTROL
Extraneous
Variance
1. Eliminating the variable as a variable
2. Randomization
3. Matching the subjects
30/05/2015 11
Features of good research designs
 Objective
 Reliable
 Predictable
 Definite
 Accurate
 Efficient
 Economical
 Valid
30/05/2015 12
Internal and External validity of research
designs
INTERNAL VALIDITY EXTERNAL VALIDITY
Accuracy Generalizations
30/05/2015 13
Threats to Internal Validity
 History
 Selection bias
 Maturation
Instrumentation
 Statistical regression
 Experimental mortality
30/05/2015 14
Threats to External Validity
 Selection bias
 Prior knowledge about subjects
Artificial situation of the experiment
Carry over effects
30/05/2015 15
Research
Designs
Exploratory or
Formulative
Descriptive and
Diagnostic
Hypothesis-testing
or Experimental
Types of Research Designs
30/05/2015 16
I. Exploratory/Formulative
Research Design
 The purpose of exploratory studies is to
formulate research problems for precise
investigation.
 It is undertaken to acquire background
information about the research problem.
 To develop a working hypothesis from
operational point of view.
30/05/2015 17
Contd…
 Exploratory research is most commonly
unstructured research.
 In this design, non-probability sampling is used.
Ex :Studies to explore the potential for introducing
agro-based industries.
30/05/2015 18
Techniques for conducting
exploratory research
1. Secondary data analysis
2. Experience survey or pilot survey
3. Focus group interview
30/05/2015 19
II. Descriptive and Diagnostic
research design
 Descriptive research is also called “status research.”
 It is a fact finding studies.
 It describes accurately the characteristics of
particular individual ,group or situation.
 It is used for in depth analysis of data.
 Ex :To Study the culture, norms, family type,
relationships.
30/05/2015 20
III. Hypothesis testing or
Experimental research designs
 It is a blueprint of procedure for testing the
hypothesis.
 They test the causal relationship between the
variables.
 Here the investigator has direct control over the
independent variables.
30/05/2015 21
Principles of experimental designs
1.The principle of randomization
2.The principle of replication
3.The Principle of local control
30/05/2015 22
Ex-post-facto Research designs
‘Ex-post-facto research design is a systematic & empirical
enquiry in which the scientist doesn't have direct
control over independent variables and manipulation of
independent variables doesn’t occur’.
(Kerlinger, 1967)
•Ex-post facto means “from what is done afterwards”.
30/05/2015 23
Common design notation
R O X O
R O O
Post-test
observation.
Time
Line 1 (EG)
Line 2 (CG)
Pre-test
observation.
30/05/2015 24
1.One-Group After-Only Design
EG X O
30/05/2015 25
2.One Group Before - After Design
EG X O2O1
30/05/2015 26
3.Simulated Before-After Design
EG
CG
XO1 O2
D (O2-O1)
30/05/2015 27
4.Two Group, After Only Designs
I. Cause to effect designs
Presumed cause Presumed effects
Presumed effects
CG
EG
30/05/2015 28
II. Effect to Cause Design.
Presumed effects Presumed cause
Presumed cause
EG
CG
30/05/2015 29
Advantages of Ex-post-Facto
Research Designs
 They establish empirical validity of statements.
 The consequences are immediately observable.
 The problems that are not amenable for
experimental study are studied by ex-post-facto
research designs.
30/05/2015 30
Limitations of Ex- post-facto Research
designs
 More risk of improper interpretation.
 It lacks internal validity in some designs were
there is no scope for control groups.
30/05/2015 31
Other Ex-post- facto Research designs
1.Field studies
 Its a ex-post-facto studies which systematically
discovers the relationship between sociological &
psychological variables in social settings.
30/05/2015 32
Weakness:
1. Lack of precision or accuracy.
2. They involve more problems in relation to
feasibility, cost ,time etc.
Strengths :
i. They are very close to reality.
ii. These studies are most significant in finding
solutions to rural problems.
iii. These studies have high discovery potentials.
30/05/2015 33
1.Randomized Posttest-Only Control Group
Design
R - Random assignment
•There is no benchmark.
•Assignment to groups occurs through randomization.
•Its most economical design, flexible and controls most of the
threats to internal validity.
X1
Treatment
O1
Posttest
REG
CG R
O2
Posttest
True Experimental Designs
D (O2-O1)
30/05/2015 34
2.Two groups After Only Design with matched
subjects
i. Matched subjects without randomization
EG
M
CG
X1
Treatment
O1
Posttest
O2
Posttest
D (O2-O1)
 The groups occur naturally without randomization.
 Matching controls the variation among the matched
subjects.
 The D indicates the significance of treatment in changing
the dependent variable.
30/05/2015 35
ii. Matched subjects with randomization
EG
M
CG
X1
Treatment
O1
Posttest
O2
Posttest
D: (O2-O1)
R
• Both matching and randomization are done.
•There is an inbuilt internal validity.
•Impact of film shows, slide shows, method
demonstrations, field visits either singly or used in
combination.
30/05/2015 36
3.Randomized Pretest-Posttest Control
Group Design
1. Also called four cell design.
2. There is pretest measure which provides the bench mark
for comparison of posttest results.
3. It has inbuilt internal validity.
EG
CG
R
R
X
Treatment
O2
Posttest
O1
Pretest
O3
Pretest
O4
Posttest
D: (O2-O1) (O4-O3)
30/05/2015 37
G1:EG
G2:CG
R
R
X
Treatment
O2
Posttest
O1
Pretest
O3
Pretest
O4
Posttest
4.Randomized Pretest-Posttest Design with
two controls
G3:CG R
X
Treatment
O5
Posttest
30/05/2015 38
5.Solomon Four-Group Design
O1
Pretest
O2
Posttest
X1
Treatment
G1
EG
O6
PosttestG4
CG
Sample
O3
Pretest
G2
CG
G3
CG
O4
Posttest
O5
Posttest
X1
Treatment
Post-
Test
Only
design
Pretest
Posttest
design
30/05/2015 39
RESEARCH
EVIDENCES
30/05/2015 40
Impact of Television on Farmers.
(Awadh Nath Mishra,1967)
‘One group Before-After measurement design’ was
adopted for evaluation of five Agricultural telecasts
and their impact on gain in the knowledge level of
farmers by comparing the before and after
observations.
30/05/2015 41
Communication Behaviour of Extension
Personnel :An Analysis of Harayana
Agricultural Extension Systems.
(Akhouri,1973)
The research design selected for the study was
Field Survey in an Organizational setting to study the
individual communication behaviour & relative
communication efficiency of extension personnel.
30/05/2015 42
Relative effectiveness of two modes of
presentation on gain in cognition and
retention- A field experiment.
(Balakrishna,1993)
‘Randomized control group pretest –posttest design’
for measuring the relative effectiveness of two modes of
lecture presentation on gain in cognition and retention
of the gained cognition.
30/05/2015 43
Processes and Issues in Revitalizing Panchayati
Raj System through 73rd Constitutional
(Ammendment)Act,(1999)
Lalit Kumar Tyagi
A Descriptive –diagnostic Research Design was
applied to study the process of empowerment of
weaker sections by new Panchayati Raj legislation.
30/05/2015 44
Development and Testing of Computer
Assisted Instruction Modules(CAIMS)
(Ganeshmoorthy,2005)
In this study “Before-After Design with control
group” was used for testing the effectiveness of
Computer Assisted Instructional Modules (CAIMS)
over the conventional teaching method.
30/05/2015 45
An exploratory study on organic farming
practices and their adoption by farmers
(Parvathamma,2006)
An exploratory design was adopted to study the adoption
levels of organic farming practices and to find out the
major constraints faced by farmers in practicing
organic farming.
30/05/2015 46
Research designs followed in the
Dept. of Agril. Extension, UAS, Bangalore
30/05/2015 47
Table1a. Research designs followed in the Master Degree studies,
Dept. of Agril. Extension, UAS, Bangalore
SI.
No Types of Research Designs
1969-
1978
N %
1979-
1988
N %
1989-
1998
N %
1999-
2008
N %
2009-
2014
N %
Total
%
1. Exploratory research design
4 0.95 6 1.4 1 0.23 1 0.23
--------
3
2. Descriptive and diagnostic
research design
3 0.71 5 1.19 ------- ------ ------ 2
3. Ex-post-facto research design 15 3.5 80 19 90 21.4 109 25.9 56 13.3 83
4. Field studies 4 0.95 5 1.19 2 0.47 2
5. Experimental research design
(i)Randomized posttest only
research design
5 1.19 5 1.19 2 0.47 ------ -------- 3
(ii)Two group after only with
matched subjects.
3 0.71 6 1.42 1 0.23 --------- -------- 2
(iii)Randomized pretest-
posttest research design
5 2.38 7 1.65 5 1.42 --------- --------- 5
Total 39 9 114 28 101 24 110 26 56 13 100
N=420
30/05/2015 48
SI.
No Types of Research Designs
1977-
1986
N %
1987-1996
N %
1997-2006
N %
2007-
2014
N %
Total
%
1. Exploratory research
design 2 1.9 1 0.95 1 0.95
-------- 4
2. Descriptive and diagnostic
research design
1 0.95 1 0.95 -------- --------- 2
3. Ex-post-facto research
design
15 14.2 20 23.80 36 34.28 15 14.6 81
4. Field studies 3 2.85 1 0.95 --------- --------- 4
5. Experimental research
design
(i)Randomized posttest only
research design
2 1.90 3 2.85 -------- ---------- 5
(iii)Randomized pretest-
posttest research design
3 2.85 1 0.95 --------- ----------- 4
Total 26 25 27 25 37 35 15 15 100
Table1b. Research designs followed in the Doctoral Degree studies,
Dept. of Agril. Extension, UAS, Bangalore N=105
30/05/2015 49
Conclusion
30/05/2015 50
30/05/2015 51

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Research designs in social science by vinay

  • 2. Research Designs in Social Science IV Seminar on 30/05/2015 2
  • 3. Introduction What is Research? It is the scientific and systematic investigation to search for knowledge. Research is to see what everybody else has seen and to think what nobody else has thought. ( Albert Szent Gyorgyi) 30/05/2015 3
  • 4. Objectives 1. To understand the concept of research design. 2. To be familiar with the different types of research designs. 3. To review research studies related to research designs. 30/05/2015 4
  • 5. What are Research Designs ? 30/05/2015 5
  • 6. ‘Research design is the arrangement of conditions for collection and analysis of data in a manner that aims to combine relevance to research purpose with economy in procedure’. Selltiz(1976) 30/05/2015 6
  • 7. Contd.. ‘Research design refers to plan, structure, strategy of investigation conceived as to obtain answers to research questions & to control variance’. (Kerlinger, 1967) 30/05/2015 7
  • 8. Purpose of Research Designs 30/05/2015 8
  • 9. Components of research designs 1. Variable 2. Extraneous variable 3. Confounded effect 4. Research hypothesis 5. Experimental and control group 6. Treatments 30/05/2015 9
  • 10. Guiding principle in identifying the research design 30/05/2015 10
  • 11. Contd… MAXIMIZING Experimental Variance 1. Make treatment and control 2. Carefully monitor the study 3. Design the study to control internal validity threats MINIMIZING Error Variance 1. Watch for errors in measurement 2. Increase control over experimental conditions 3. Improve the reliability of measuring instruments CONTROL Extraneous Variance 1. Eliminating the variable as a variable 2. Randomization 3. Matching the subjects 30/05/2015 11
  • 12. Features of good research designs  Objective  Reliable  Predictable  Definite  Accurate  Efficient  Economical  Valid 30/05/2015 12
  • 13. Internal and External validity of research designs INTERNAL VALIDITY EXTERNAL VALIDITY Accuracy Generalizations 30/05/2015 13
  • 14. Threats to Internal Validity  History  Selection bias  Maturation Instrumentation  Statistical regression  Experimental mortality 30/05/2015 14
  • 15. Threats to External Validity  Selection bias  Prior knowledge about subjects Artificial situation of the experiment Carry over effects 30/05/2015 15
  • 17. I. Exploratory/Formulative Research Design  The purpose of exploratory studies is to formulate research problems for precise investigation.  It is undertaken to acquire background information about the research problem.  To develop a working hypothesis from operational point of view. 30/05/2015 17
  • 18. Contd…  Exploratory research is most commonly unstructured research.  In this design, non-probability sampling is used. Ex :Studies to explore the potential for introducing agro-based industries. 30/05/2015 18
  • 19. Techniques for conducting exploratory research 1. Secondary data analysis 2. Experience survey or pilot survey 3. Focus group interview 30/05/2015 19
  • 20. II. Descriptive and Diagnostic research design  Descriptive research is also called “status research.”  It is a fact finding studies.  It describes accurately the characteristics of particular individual ,group or situation.  It is used for in depth analysis of data.  Ex :To Study the culture, norms, family type, relationships. 30/05/2015 20
  • 21. III. Hypothesis testing or Experimental research designs  It is a blueprint of procedure for testing the hypothesis.  They test the causal relationship between the variables.  Here the investigator has direct control over the independent variables. 30/05/2015 21
  • 22. Principles of experimental designs 1.The principle of randomization 2.The principle of replication 3.The Principle of local control 30/05/2015 22
  • 23. Ex-post-facto Research designs ‘Ex-post-facto research design is a systematic & empirical enquiry in which the scientist doesn't have direct control over independent variables and manipulation of independent variables doesn’t occur’. (Kerlinger, 1967) •Ex-post facto means “from what is done afterwards”. 30/05/2015 23
  • 24. Common design notation R O X O R O O Post-test observation. Time Line 1 (EG) Line 2 (CG) Pre-test observation. 30/05/2015 24
  • 25. 1.One-Group After-Only Design EG X O 30/05/2015 25
  • 26. 2.One Group Before - After Design EG X O2O1 30/05/2015 26
  • 27. 3.Simulated Before-After Design EG CG XO1 O2 D (O2-O1) 30/05/2015 27
  • 28. 4.Two Group, After Only Designs I. Cause to effect designs Presumed cause Presumed effects Presumed effects CG EG 30/05/2015 28
  • 29. II. Effect to Cause Design. Presumed effects Presumed cause Presumed cause EG CG 30/05/2015 29
  • 30. Advantages of Ex-post-Facto Research Designs  They establish empirical validity of statements.  The consequences are immediately observable.  The problems that are not amenable for experimental study are studied by ex-post-facto research designs. 30/05/2015 30
  • 31. Limitations of Ex- post-facto Research designs  More risk of improper interpretation.  It lacks internal validity in some designs were there is no scope for control groups. 30/05/2015 31
  • 32. Other Ex-post- facto Research designs 1.Field studies  Its a ex-post-facto studies which systematically discovers the relationship between sociological & psychological variables in social settings. 30/05/2015 32
  • 33. Weakness: 1. Lack of precision or accuracy. 2. They involve more problems in relation to feasibility, cost ,time etc. Strengths : i. They are very close to reality. ii. These studies are most significant in finding solutions to rural problems. iii. These studies have high discovery potentials. 30/05/2015 33
  • 34. 1.Randomized Posttest-Only Control Group Design R - Random assignment •There is no benchmark. •Assignment to groups occurs through randomization. •Its most economical design, flexible and controls most of the threats to internal validity. X1 Treatment O1 Posttest REG CG R O2 Posttest True Experimental Designs D (O2-O1) 30/05/2015 34
  • 35. 2.Two groups After Only Design with matched subjects i. Matched subjects without randomization EG M CG X1 Treatment O1 Posttest O2 Posttest D (O2-O1)  The groups occur naturally without randomization.  Matching controls the variation among the matched subjects.  The D indicates the significance of treatment in changing the dependent variable. 30/05/2015 35
  • 36. ii. Matched subjects with randomization EG M CG X1 Treatment O1 Posttest O2 Posttest D: (O2-O1) R • Both matching and randomization are done. •There is an inbuilt internal validity. •Impact of film shows, slide shows, method demonstrations, field visits either singly or used in combination. 30/05/2015 36
  • 37. 3.Randomized Pretest-Posttest Control Group Design 1. Also called four cell design. 2. There is pretest measure which provides the bench mark for comparison of posttest results. 3. It has inbuilt internal validity. EG CG R R X Treatment O2 Posttest O1 Pretest O3 Pretest O4 Posttest D: (O2-O1) (O4-O3) 30/05/2015 37
  • 41. Impact of Television on Farmers. (Awadh Nath Mishra,1967) ‘One group Before-After measurement design’ was adopted for evaluation of five Agricultural telecasts and their impact on gain in the knowledge level of farmers by comparing the before and after observations. 30/05/2015 41
  • 42. Communication Behaviour of Extension Personnel :An Analysis of Harayana Agricultural Extension Systems. (Akhouri,1973) The research design selected for the study was Field Survey in an Organizational setting to study the individual communication behaviour & relative communication efficiency of extension personnel. 30/05/2015 42
  • 43. Relative effectiveness of two modes of presentation on gain in cognition and retention- A field experiment. (Balakrishna,1993) ‘Randomized control group pretest –posttest design’ for measuring the relative effectiveness of two modes of lecture presentation on gain in cognition and retention of the gained cognition. 30/05/2015 43
  • 44. Processes and Issues in Revitalizing Panchayati Raj System through 73rd Constitutional (Ammendment)Act,(1999) Lalit Kumar Tyagi A Descriptive –diagnostic Research Design was applied to study the process of empowerment of weaker sections by new Panchayati Raj legislation. 30/05/2015 44
  • 45. Development and Testing of Computer Assisted Instruction Modules(CAIMS) (Ganeshmoorthy,2005) In this study “Before-After Design with control group” was used for testing the effectiveness of Computer Assisted Instructional Modules (CAIMS) over the conventional teaching method. 30/05/2015 45
  • 46. An exploratory study on organic farming practices and their adoption by farmers (Parvathamma,2006) An exploratory design was adopted to study the adoption levels of organic farming practices and to find out the major constraints faced by farmers in practicing organic farming. 30/05/2015 46
  • 47. Research designs followed in the Dept. of Agril. Extension, UAS, Bangalore 30/05/2015 47
  • 48. Table1a. Research designs followed in the Master Degree studies, Dept. of Agril. Extension, UAS, Bangalore SI. No Types of Research Designs 1969- 1978 N % 1979- 1988 N % 1989- 1998 N % 1999- 2008 N % 2009- 2014 N % Total % 1. Exploratory research design 4 0.95 6 1.4 1 0.23 1 0.23 -------- 3 2. Descriptive and diagnostic research design 3 0.71 5 1.19 ------- ------ ------ 2 3. Ex-post-facto research design 15 3.5 80 19 90 21.4 109 25.9 56 13.3 83 4. Field studies 4 0.95 5 1.19 2 0.47 2 5. Experimental research design (i)Randomized posttest only research design 5 1.19 5 1.19 2 0.47 ------ -------- 3 (ii)Two group after only with matched subjects. 3 0.71 6 1.42 1 0.23 --------- -------- 2 (iii)Randomized pretest- posttest research design 5 2.38 7 1.65 5 1.42 --------- --------- 5 Total 39 9 114 28 101 24 110 26 56 13 100 N=420 30/05/2015 48
  • 49. SI. No Types of Research Designs 1977- 1986 N % 1987-1996 N % 1997-2006 N % 2007- 2014 N % Total % 1. Exploratory research design 2 1.9 1 0.95 1 0.95 -------- 4 2. Descriptive and diagnostic research design 1 0.95 1 0.95 -------- --------- 2 3. Ex-post-facto research design 15 14.2 20 23.80 36 34.28 15 14.6 81 4. Field studies 3 2.85 1 0.95 --------- --------- 4 5. Experimental research design (i)Randomized posttest only research design 2 1.90 3 2.85 -------- ---------- 5 (iii)Randomized pretest- posttest research design 3 2.85 1 0.95 --------- ----------- 4 Total 26 25 27 25 37 35 15 15 100 Table1b. Research designs followed in the Doctoral Degree studies, Dept. of Agril. Extension, UAS, Bangalore N=105 30/05/2015 49