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Types of Experiments in
Social Sciences
SUKANYA BARUA, PREMLATA SINGH and
SATYAPRIYA
Division of Agricultural Extension,
ICAR-IARI, New Delhi
Research Design is the arrangement of
conditions for collection and analysis
of data in a manner that aims to
combine relevance to the research
purpose with economy in procedure
It enables the researcher to arrive at
as valid, objective, accurate and
economic solution of the given
problem as possible
Research strategies used in extension studies
Research Design
1. Qualitative
2. Quantitative 3. Mixed methods
1. Between
group
2. Within
group
1. True experimental design
2. Quasi experimental design
3. Factorial design
Experimental
1. Time series experiment
2. Repeated measures experiment
3. Single subject experiment
Non-experimental
1. Descriptive
2.Comparative
3. Co relational
i. Explanatory
ii. Prediction
4.Survey
i. Cross sectional
ii. Longitudinal
5. Ex-
post
facto
6.
Secon
dary
data
Research strategies used in extension studies
Research Design
Quantitative Qualitative Mixed methods
Ethnographic
Interactive Non-interactive/analytical
Phenomenological
Grounded
theory
Narrative
Research
Realist
ethnography
Case
study
Critical
ethnography
Concept
Analysis
Historical
Analysis
Policy
Analysis
Research strategies used in extension studies
Quantitative Mixed Methods Qualitative
Explanatory Exploratory Triangulation
Research Design
Quantitative Research Strategies
Experimental strategies
The researcher manipulates the conditions of
what subjects will experience by structuring
actual situations, introducing or controlling
certain variables in order to measure their effect
on each other, or by systematically imposing or
withholding specified conditions
Types- Between group and within group designs
(Creswell, 2012)
a. Between-group designs
(i) True Experimental Design
Between group design is used when the researcher
wishes to compare two or more groups
True experimental design: Cause-effect analytical
experiments which involve random assignment of
subjects and conditions to the subjects for
objectively measuring the research phenomenon by
controlling external interference and errors
Eg: The influence of technology subsidies on
adoption may be studied by assessing adoption by
comparing both groups
(ii) Quasi-experimental design
Quasi experiments are non randomized
experiments conducted in non laboratory
situations where independent variables are
manipulated to assess their influence on
dependent variables
It differs from true experiments in that subjects
are not randomly assigned to conditions
It has both pre-post, as well as post only test
designs
Quasi-experimental designs are of
three types (Creswell, 2009)
Non-equivalent (Pre test and Post test)
Control-Group Design- The experimental and
control groups are selected without random
assignment
Single group
(iii) Factorial Designs
In the factorial design, the researcher studies
two or more categorical, independent
variables that are analyzed at two or more
levels (Vogt, 2005)
The purpose of this design is to study the
independent and simultaneous effects of two
or more independent treatment variables on
an outcome
b. With-in group designs
(Within group design is employed when the total number of participants
is very limited. This design analyses the variations present within the
group)
(i) Time series experiments- In this design, studies are
conducted on a single group over a period of time,
through a series of pre-test and post-test observation
Eg- Diffusion of new agricultural technologies guided by a
series of technology interventions can be studied within a
specific geographical or social system over years
(ii) Repeated measures experiment:
In a repeated measures design, multiple
treatments are administered on a single group
and the researcher compares its performance
across these experiments
(iii) Single subject Designs:
Single case designs are usually single subject or
group research (without control), used to evaluate the
extent to which a causal relation exists between
introduction of an intervention and change in a specific
dependent variable
Eg: a study focusing on influence of quality seed
material provision to a single farmer or a group
focusing on livelihood security aspect may be termed
as single case research design
B. Non experimental Strategies
(In non experimental designs, the researcher may examine
relationship between things without manipulating the
conditions)
1. Descriptive research:
It provides a detailed summary of an existing
phenomenon by assigning numbers to
characteristics of objects or subjects involved
2. Comparative Research:
The researcher investigates the presence of
difference between two or more groups on the
phenomenon studied
Comparative research is often multidisciplinary
and utilizes quantitative techniques to study
phenomenon
Mostly used in cross cultural studies and Social
sciences
3. Correlational Research:
Assessing the direction and strength of association
between two or more phenomena, without
manipulating them
Types of correlational designs:
a) Concurrent or explanatory
b) Predictive
Survey Research Design
The survey research design provides a quantitative
description of trends, attitudes or opinions of a
population by studying a sample of that population
It includes some cross sectional and longitudinal
studies using questionnaires or structured interviews
for data collection with the intent of generalizing
from a sample to a population
a. Cross Sectional
In a cross sectional survey design, the
researcher collects data at one point of time.
Cross sectional designs are of several types:
Single group study measuring current attitudes,
beliefs, opinions or practices
Comparing attitudes, beliefs, opinions or
practices between groups
b. Longitudinal
(Collecting data over a period of time from single
or multiple groups)
(i) Trend Study:
Conducted every year on a specific aspect,
but with a different sample
The sample size remains same
Eg: Assessing trends in farmers’ input
utilization in potato over the years
(ii) Cohort:
A group of subjects are identified and a specific
phenomenon is studied over a period of time to
assess changes
The same population is studied each year but the
sample from that population is different for each
year
Eg: Studying food grain consumption patterns
through cohorts over a period of time
(iii) Panels:
An identical sample selected at beginning is
used for collecting data every year to assess the
changes over time
eg: Studying career progression of agricultural
students who have graduated from a particular
university
Ex post facto
Ex post facto = ‘After the fact’
study or after the fact research is a category of
research design in which the investigation starts
after the phenomenon occurred, without any
intervention from researcher
Type of quasi-experimental study examining how an
independent variable, present prior to study in the
participants , affects a dependent variable
Lack of direct control over the independent
variable and non-random selection of participants
are the most important differences between ex
post facto research and the true experimental
research design
Most extension research follows the ex post facto
approach
Qualitative Research
Strategies
Qualitative designs are concerned with
describing or interpreting a phenomenon without
manipulating its conditions
It is broadly classified as interactive or non
interactive, based on researchers’ involvement
in the inquiry
a. Interactive
Ethnography- Strategy of inquiry in which
the researcher studies an intact cultural
group in a natural setting over a prolonged
period of time by collecting, primarily,
observational and interview data
i. Phenomenological Research
The researcher attempts to understand and
explain how an individual’s or individuals’ own
perspective through in-depth interviews
Phenomenology is a
qualitative research method that is used to
describe how human beings experience a
certain phenomenon.
It attempts to set aside biases and
preconceived assumptions about human
experiences, feelings, and responses to a
particular situation.
ii. Grounded theory
It is a qualitative strategy for developing theories where
the researcher derives an abstract theory of a process,
action or interaction from the views of participants
Grounded theory (GT) is a systematic methodology in
the social sciences involving the construction of
theories through methodological gathering and analysis
of data. It is a research methodology which operates
inductively
iii. Narrative Research
Researcher explains the lives of individuals, collect
and tell stories about people’s lives, and write
narratives of individual experiences
It can effectively used in documenting indigenous
technical knowledge, develop success stories of
agricultural technologies etc. using autobiographies,
narrative interviews and histories
b. Non- interactive
i. Concept Analysis
It is a research methodology where concepts, their
characteristics and relations to other concepts are
examined for the purpose of identifying different
meaning of same concept
Eg: Food security, poverty, livelihood security etc.
can be assessed by comparing and contrasting
meanings attributed by various stakeholders like
farmers, farm women, farm youth, local traders,
panchayat officials
ii. Historical Analysis
• It is a method of interpreting and understanding the past
through a disciplined and systematic analysis
• It involves detailed examination of ‘traces’ of past through
artifacts, texts, images and old building etc.
• Eg: Indigenous technological knowledge can be collected
and elaborated upon by key informant interviews, village
record, artefacts, old photographs and drawing made by
elders
Mixed methods strategy
The mixed methods research design is a
procedure for collecting, analyzing and
combining both quantitative and qualitative
methods in a single study or a series of studies
to understand research problem
Combining quantitative and qualitative strategies
will provide comprehensive view of phenomenon
1. Convergent parallal design:
Quantitative and qualitative data are collected
simultaneously, analyzed and interpreted in
order to gain a comprehensive view of
phenomenon
2. Explanatory sequential design:
Quantitative data is collected first and
qualitative data is gathered at a later stage for
explaining the results of quantitative analysis
3. Embedded design:
Both quantitative and qualitative data are
collected simultaneously or sequentially, and
both forms of data is used only as supportive
material to justify the results from another set of
data
4. Transformative Design:
This approach uses any one of the above stated
mixed method designs, but fits the data within a
transformative frameworks
Eg: Transformative frameworks are feminism, gender,
ethnicity, disability and racism
Action Research Designs
It is a problem oriented design where the
researcher systematically gathers information
about field practice for improving the
effectiveness of field work
Practical Action Research: A small scale
research work narrowly focuses on specific field
problem or issues undertaken in a specific area
Participatory Action Research:
A social process in which researcher deliberately
explores the relationship between individual or
other people for the purpose of improving quality
of life
Research methods and techniques used
in quantitative, qualitative and mixed
method design
Aspects Quantitative methods Mixed methods Qualitative
methods
Methods Pre- determined Pre determined and
emerging
Emerging
Instrument Structured instruments
-Interview schedule,
questionnaires etc.
Both structured and
partially structured
instruments
Partially structured
instruments-
Checklists,
schedules,
interview guides
Type of
questions
Close ended Open and close
ended
Open ended
Types of
data
collected
Numerical Numerical and
descriptive
Numerical and
descriptive
Nature of data
collected
Technology
performance data,
psychological
attributes data,
economic data,
social data and
census data
Multiple forms
Technology
performance data,
observational data,
document data and
audio visual data
Types of
analysis
Numerical and
statistical analysis
Numerical,
statistical, text and
image analysis
Text and image
analysis
Interpretation Statistical
interpretation
Multiple forms Themes and
patterns
interpretation
References:
Sivakumar P.S., Sontakki.,SulaimanR.,
Sarvanan R. and Mittal N. 2016. Mannual on
Good Practices in Extension Research and
Evaluation. pp. 9-16.
Kerlinger, F. N. 1964. Foundations of
Behavioural Research, Holt, Rinehart and
Winston Inc. New York.
Ray and Mondal. 2011. Research Methods in
Social Sciences and Extension Education,
Kalyani Publishers, pp.179.
Types of experiment

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Types of experiment

  • 1. Types of Experiments in Social Sciences SUKANYA BARUA, PREMLATA SINGH and SATYAPRIYA Division of Agricultural Extension, ICAR-IARI, New Delhi
  • 2. Research Design is the arrangement of conditions for collection and analysis of data in a manner that aims to combine relevance to the research purpose with economy in procedure It enables the researcher to arrive at as valid, objective, accurate and economic solution of the given problem as possible
  • 3. Research strategies used in extension studies Research Design 1. Qualitative 2. Quantitative 3. Mixed methods 1. Between group 2. Within group 1. True experimental design 2. Quasi experimental design 3. Factorial design Experimental 1. Time series experiment 2. Repeated measures experiment 3. Single subject experiment Non-experimental 1. Descriptive 2.Comparative 3. Co relational i. Explanatory ii. Prediction 4.Survey i. Cross sectional ii. Longitudinal 5. Ex- post facto 6. Secon dary data
  • 4. Research strategies used in extension studies Research Design Quantitative Qualitative Mixed methods Ethnographic Interactive Non-interactive/analytical Phenomenological Grounded theory Narrative Research Realist ethnography Case study Critical ethnography Concept Analysis Historical Analysis Policy Analysis
  • 5. Research strategies used in extension studies Quantitative Mixed Methods Qualitative Explanatory Exploratory Triangulation Research Design
  • 6. Quantitative Research Strategies Experimental strategies The researcher manipulates the conditions of what subjects will experience by structuring actual situations, introducing or controlling certain variables in order to measure their effect on each other, or by systematically imposing or withholding specified conditions Types- Between group and within group designs (Creswell, 2012)
  • 7. a. Between-group designs (i) True Experimental Design Between group design is used when the researcher wishes to compare two or more groups True experimental design: Cause-effect analytical experiments which involve random assignment of subjects and conditions to the subjects for objectively measuring the research phenomenon by controlling external interference and errors Eg: The influence of technology subsidies on adoption may be studied by assessing adoption by comparing both groups
  • 8. (ii) Quasi-experimental design Quasi experiments are non randomized experiments conducted in non laboratory situations where independent variables are manipulated to assess their influence on dependent variables It differs from true experiments in that subjects are not randomly assigned to conditions It has both pre-post, as well as post only test designs
  • 9. Quasi-experimental designs are of three types (Creswell, 2009) Non-equivalent (Pre test and Post test) Control-Group Design- The experimental and control groups are selected without random assignment Single group
  • 10. (iii) Factorial Designs In the factorial design, the researcher studies two or more categorical, independent variables that are analyzed at two or more levels (Vogt, 2005) The purpose of this design is to study the independent and simultaneous effects of two or more independent treatment variables on an outcome
  • 11. b. With-in group designs (Within group design is employed when the total number of participants is very limited. This design analyses the variations present within the group) (i) Time series experiments- In this design, studies are conducted on a single group over a period of time, through a series of pre-test and post-test observation Eg- Diffusion of new agricultural technologies guided by a series of technology interventions can be studied within a specific geographical or social system over years
  • 12. (ii) Repeated measures experiment: In a repeated measures design, multiple treatments are administered on a single group and the researcher compares its performance across these experiments
  • 13. (iii) Single subject Designs: Single case designs are usually single subject or group research (without control), used to evaluate the extent to which a causal relation exists between introduction of an intervention and change in a specific dependent variable Eg: a study focusing on influence of quality seed material provision to a single farmer or a group focusing on livelihood security aspect may be termed as single case research design
  • 14. B. Non experimental Strategies (In non experimental designs, the researcher may examine relationship between things without manipulating the conditions) 1. Descriptive research: It provides a detailed summary of an existing phenomenon by assigning numbers to characteristics of objects or subjects involved 2. Comparative Research: The researcher investigates the presence of difference between two or more groups on the phenomenon studied
  • 15. Comparative research is often multidisciplinary and utilizes quantitative techniques to study phenomenon Mostly used in cross cultural studies and Social sciences
  • 16. 3. Correlational Research: Assessing the direction and strength of association between two or more phenomena, without manipulating them Types of correlational designs: a) Concurrent or explanatory b) Predictive
  • 17. Survey Research Design The survey research design provides a quantitative description of trends, attitudes or opinions of a population by studying a sample of that population It includes some cross sectional and longitudinal studies using questionnaires or structured interviews for data collection with the intent of generalizing from a sample to a population
  • 18.
  • 19. a. Cross Sectional In a cross sectional survey design, the researcher collects data at one point of time. Cross sectional designs are of several types: Single group study measuring current attitudes, beliefs, opinions or practices Comparing attitudes, beliefs, opinions or practices between groups
  • 20. b. Longitudinal (Collecting data over a period of time from single or multiple groups) (i) Trend Study: Conducted every year on a specific aspect, but with a different sample The sample size remains same Eg: Assessing trends in farmers’ input utilization in potato over the years
  • 21. (ii) Cohort: A group of subjects are identified and a specific phenomenon is studied over a period of time to assess changes The same population is studied each year but the sample from that population is different for each year Eg: Studying food grain consumption patterns through cohorts over a period of time
  • 22. (iii) Panels: An identical sample selected at beginning is used for collecting data every year to assess the changes over time eg: Studying career progression of agricultural students who have graduated from a particular university
  • 23. Ex post facto Ex post facto = ‘After the fact’ study or after the fact research is a category of research design in which the investigation starts after the phenomenon occurred, without any intervention from researcher Type of quasi-experimental study examining how an independent variable, present prior to study in the participants , affects a dependent variable
  • 24. Lack of direct control over the independent variable and non-random selection of participants are the most important differences between ex post facto research and the true experimental research design Most extension research follows the ex post facto approach
  • 25. Qualitative Research Strategies Qualitative designs are concerned with describing or interpreting a phenomenon without manipulating its conditions It is broadly classified as interactive or non interactive, based on researchers’ involvement in the inquiry
  • 26. a. Interactive Ethnography- Strategy of inquiry in which the researcher studies an intact cultural group in a natural setting over a prolonged period of time by collecting, primarily, observational and interview data
  • 27. i. Phenomenological Research The researcher attempts to understand and explain how an individual’s or individuals’ own perspective through in-depth interviews Phenomenology is a qualitative research method that is used to describe how human beings experience a certain phenomenon. It attempts to set aside biases and preconceived assumptions about human experiences, feelings, and responses to a particular situation.
  • 28. ii. Grounded theory It is a qualitative strategy for developing theories where the researcher derives an abstract theory of a process, action or interaction from the views of participants Grounded theory (GT) is a systematic methodology in the social sciences involving the construction of theories through methodological gathering and analysis of data. It is a research methodology which operates inductively
  • 29. iii. Narrative Research Researcher explains the lives of individuals, collect and tell stories about people’s lives, and write narratives of individual experiences It can effectively used in documenting indigenous technical knowledge, develop success stories of agricultural technologies etc. using autobiographies, narrative interviews and histories
  • 30. b. Non- interactive i. Concept Analysis It is a research methodology where concepts, their characteristics and relations to other concepts are examined for the purpose of identifying different meaning of same concept Eg: Food security, poverty, livelihood security etc. can be assessed by comparing and contrasting meanings attributed by various stakeholders like farmers, farm women, farm youth, local traders, panchayat officials
  • 31. ii. Historical Analysis • It is a method of interpreting and understanding the past through a disciplined and systematic analysis • It involves detailed examination of ‘traces’ of past through artifacts, texts, images and old building etc. • Eg: Indigenous technological knowledge can be collected and elaborated upon by key informant interviews, village record, artefacts, old photographs and drawing made by elders
  • 32. Mixed methods strategy The mixed methods research design is a procedure for collecting, analyzing and combining both quantitative and qualitative methods in a single study or a series of studies to understand research problem Combining quantitative and qualitative strategies will provide comprehensive view of phenomenon
  • 33. 1. Convergent parallal design: Quantitative and qualitative data are collected simultaneously, analyzed and interpreted in order to gain a comprehensive view of phenomenon 2. Explanatory sequential design: Quantitative data is collected first and qualitative data is gathered at a later stage for explaining the results of quantitative analysis
  • 34. 3. Embedded design: Both quantitative and qualitative data are collected simultaneously or sequentially, and both forms of data is used only as supportive material to justify the results from another set of data 4. Transformative Design: This approach uses any one of the above stated mixed method designs, but fits the data within a transformative frameworks Eg: Transformative frameworks are feminism, gender, ethnicity, disability and racism
  • 35. Action Research Designs It is a problem oriented design where the researcher systematically gathers information about field practice for improving the effectiveness of field work Practical Action Research: A small scale research work narrowly focuses on specific field problem or issues undertaken in a specific area
  • 36. Participatory Action Research: A social process in which researcher deliberately explores the relationship between individual or other people for the purpose of improving quality of life
  • 37. Research methods and techniques used in quantitative, qualitative and mixed method design Aspects Quantitative methods Mixed methods Qualitative methods Methods Pre- determined Pre determined and emerging Emerging Instrument Structured instruments -Interview schedule, questionnaires etc. Both structured and partially structured instruments Partially structured instruments- Checklists, schedules, interview guides Type of questions Close ended Open and close ended Open ended Types of data collected Numerical Numerical and descriptive Numerical and descriptive
  • 38. Nature of data collected Technology performance data, psychological attributes data, economic data, social data and census data Multiple forms Technology performance data, observational data, document data and audio visual data Types of analysis Numerical and statistical analysis Numerical, statistical, text and image analysis Text and image analysis Interpretation Statistical interpretation Multiple forms Themes and patterns interpretation
  • 39. References: Sivakumar P.S., Sontakki.,SulaimanR., Sarvanan R. and Mittal N. 2016. Mannual on Good Practices in Extension Research and Evaluation. pp. 9-16. Kerlinger, F. N. 1964. Foundations of Behavioural Research, Holt, Rinehart and Winston Inc. New York. Ray and Mondal. 2011. Research Methods in Social Sciences and Extension Education, Kalyani Publishers, pp.179.