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Types of Experimental Design
BY
Dr. Jitendra Patel
Associate Professor
AIPS, Hyderabad, India.
Experimental research
Definition: Experimental research is research conducted
with a scientific approach using two sets of variables.
The first set acts as a constant, which you use to
measure the differences of the second set.
(Example: Temperature & Time in reactor)
• If you don’t have enough data to support your decisions,
you must first determine the facts. Experimental
research gathers the data necessary to help you make
better decisions.
• Any research conducted under scientifically acceptable
conditions uses experimental methods. The success of
experimental studies hinges on researchers confirming
the change of a variable is based solely on the
manipulation of the constant variable. The research
should establish a notable cause and effect.
Situations to conduct Experimental Research
1. Time is a vital factor in establishing a
relationship between cause and effect.
2. Invariable behaviour between cause and
effect.
3. You wish to understand the importance of
the cause and effect.
Types of experimental research design
• There are three primary types of experimental
design:
1. Pre-experimental research design
2. True experimental research design
3. Quasi-experimental research design
• The way you classify research subjects, based
on conditions or groups, determines the type
of design.
1. Pre-experimental research design:
• A group, or various groups, are kept under
observation after implementing factors of cause
and effect.
• You’ll conduct this research to understand
whether further investigation is necessary for
these particular groups.
• You can break down pre-experimental research
further in three types:
1. One-shot Case Study Research Design
2. One-group Pretest-posttest Research Design
3. Static-group Comparison
2. True experimental research design:
• True experimental research relies on statistical analysis
to prove or disprove a hypothesis, making it the most
accurate form of research.
• Of the types of experimental design, only true design
can establish a cause-effect relationship within a
group. In a true experiment, three factors need to be
satisfied:
1. There is a Control Group, which won’t be subject to
changes, and an Experimental Group, which will
experience the changed variables.
2. A variable which can be manipulated by the
researcher.
3. Random distribution.
• This experimental research method commonly occurs
in the physical sciences.
3. Quasi-experimental research design:
• The word “Quasi” indicates similarity. A quasi-
experimental design is similar to experimental,
but it is not the same.
• The difference between the two is the
assignment of a control group.
• In this research, an independent variable is
manipulated, but the participants of a group
are not randomly assigned.
• Quasi-research is used in field settings where
random assignment is either irrelevant or not
required.
Advantages of experimental research
• It’s vital to test new ideas or theories. Why put time, effort, and
funding into something that may not work?
• Experimental research allows you to test your idea in a controlled
environment before taking it to market. It also provides the best
method to test your theory, There are following advantages:
1. Researchers have a stronger hold over variables to obtain desired
results.
2. The subject or industry does not impact the effectiveness of
experimental research. Any industry can implement it for research
purposes.
3. The results are specific.
4. After analyzing the results, you can apply your findings to similar
ideas or situations.
5. You can identify the cause and effect of a hypothesis. Researchers
can further analyze this relationship to determine more in-depth
ideas.
6. Experimental research makes an ideal starting point. The data you
collect is a foundation on which to build more ideas and conduct
more research.
Thank You

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Types of experimental design

  • 1. Types of Experimental Design BY Dr. Jitendra Patel Associate Professor AIPS, Hyderabad, India.
  • 2. Experimental research Definition: Experimental research is research conducted with a scientific approach using two sets of variables. The first set acts as a constant, which you use to measure the differences of the second set. (Example: Temperature & Time in reactor) • If you don’t have enough data to support your decisions, you must first determine the facts. Experimental research gathers the data necessary to help you make better decisions. • Any research conducted under scientifically acceptable conditions uses experimental methods. The success of experimental studies hinges on researchers confirming the change of a variable is based solely on the manipulation of the constant variable. The research should establish a notable cause and effect.
  • 3. Situations to conduct Experimental Research 1. Time is a vital factor in establishing a relationship between cause and effect. 2. Invariable behaviour between cause and effect. 3. You wish to understand the importance of the cause and effect.
  • 4. Types of experimental research design • There are three primary types of experimental design: 1. Pre-experimental research design 2. True experimental research design 3. Quasi-experimental research design • The way you classify research subjects, based on conditions or groups, determines the type of design.
  • 5. 1. Pre-experimental research design: • A group, or various groups, are kept under observation after implementing factors of cause and effect. • You’ll conduct this research to understand whether further investigation is necessary for these particular groups. • You can break down pre-experimental research further in three types: 1. One-shot Case Study Research Design 2. One-group Pretest-posttest Research Design 3. Static-group Comparison
  • 6. 2. True experimental research design: • True experimental research relies on statistical analysis to prove or disprove a hypothesis, making it the most accurate form of research. • Of the types of experimental design, only true design can establish a cause-effect relationship within a group. In a true experiment, three factors need to be satisfied: 1. There is a Control Group, which won’t be subject to changes, and an Experimental Group, which will experience the changed variables. 2. A variable which can be manipulated by the researcher. 3. Random distribution. • This experimental research method commonly occurs in the physical sciences.
  • 7. 3. Quasi-experimental research design: • The word “Quasi” indicates similarity. A quasi- experimental design is similar to experimental, but it is not the same. • The difference between the two is the assignment of a control group. • In this research, an independent variable is manipulated, but the participants of a group are not randomly assigned. • Quasi-research is used in field settings where random assignment is either irrelevant or not required.
  • 8.
  • 9. Advantages of experimental research • It’s vital to test new ideas or theories. Why put time, effort, and funding into something that may not work? • Experimental research allows you to test your idea in a controlled environment before taking it to market. It also provides the best method to test your theory, There are following advantages: 1. Researchers have a stronger hold over variables to obtain desired results. 2. The subject or industry does not impact the effectiveness of experimental research. Any industry can implement it for research purposes. 3. The results are specific. 4. After analyzing the results, you can apply your findings to similar ideas or situations. 5. You can identify the cause and effect of a hypothesis. Researchers can further analyze this relationship to determine more in-depth ideas. 6. Experimental research makes an ideal starting point. The data you collect is a foundation on which to build more ideas and conduct more research.