SlideShare una empresa de Scribd logo
1 de 21
EXPERIMENTAL RESEARCH
CHAPTER 13
Presented by :
Nurul Ain binti Abd Manan 2013160689
Nor Zakiah binti Ismail 2013741249
Siti Khalijah binti Zainol 2013977165
 Traditional type of research
 EXPERIMENTAL RESEARCH concerns relationships between
variables
 Purpose is to investigate cause-and-effect relationships among
variables
• Experimental groups vs. control groups
• Each group of participants receives a different treatment
• Always involves manipulation of the independent variable
 The researcher actually establishes different treatments and then
studies their EFFECTS, results from this type of research are likely
to lead to the most clear-cut interpretations
EXPERIMENTAL RESEARCH
STEPS IN
EXPERIMENTAL RESEARCH
 State the research problem
 Determine if experimental
methods apply
 Specify the independent
variable(s)
 Specify the dependent variable(s)
 State the tentative hypotheses
 Determine measures to be used
 Pause to consider potential
success
 Identify intervening (extraneous)
variables
 Formal statement of research
hypotheses
 Design the experiment
 Final estimate of potential success
 Conduct the study as planned
 Analyze the collected data
 Prepare a research report
UNIQUENESS
EXPERIMENTAL RESEARCH
Two ways in which EXPERIMENTAL RESEARCH differs from
other educational research.
Researcher manipulate the independent variable :-
1. Decide the nature of the treatment
- to whom it is to be applied
- to what extent
2. Enables researchers to go
- beyond description and prediction
- beyond the identification of relationship, to at least a
partial determination of what causes them.
CHARACTERISTIC OF
EXPERIMENTAL RESEARCH
CONTROL OF EXTRANEOUS
VARIABLES
Researchers who conduct experimental studies
try to control any and all the subject
characteristics.
There are some common ways that had been
used by researchers to minimize or eliminate
threats
WAYS TO MINIMIZE OR ELIMINATE
THREATS
Randomization : assume the groups are equivalent
Holding certain variable constant : eliminate the possible
effects
Building the variable into design : include as distinct group
Matching : pairs subjects matched to certain variables
Using subjects as their own controls :compared the
performance
Using analysis of covariance : equate groups statistically
on the basis of pretest or other variables
GROUP DESIGNS IN
EXPERIMENTAL RESEARCH
Good designs control many of the various
threats to internal validity (chapter 9) while poor
designs control only a few.
The quality of an experiment depends on how
well the various threats to internal validity are
controlled.
POOR EXPERIMENTAL DESIGNS
One-Shot Case Study Design
It does not provide for any comparison, so the
researcher cannot compare the treatment results
(as measured by the attitude scale) with the
same group before using the new textbook, or
with those of another group using a different
textbook.
The researcher knows nothing about what the
group was like before using the text.
POOR EXPERIMENTAL DESIGNS
One-Group Pre test-Post test Design
 This design is better than the one-shot case study (the
researcher at least knows whether any change occur).
 Nine uncontrolled-for threats (history, maturation,
instrument decay, data collector characteristics, data
collector bias, testing, statistical regression, attitude of
subjects, and implementation).
 The researcher would not know if any differences
between pretest and posttest are due to the treatment or
to one or more of these threats.
TRUE EXPERIMENTAL DESIGNS
 The essential ingredient of a true experimental design is
that subjects are randomly assigned to treatment groups.
 Random assignment is a powerful technique for controlling
the subject characteristics threat to internal validity
 The randomized posttest-only control group design
involves two groups formed by random assignment.
 The randomized pretest-posttest control group design
differs from the randomized posttest-only control group
design only in the use of a pretest.
TRUE EXPERIMENTAL DESIGNS
TRUE EXPERIMENTAL DESIGNS
EVALUATING THE LIKELIHOOD OF
A TRHREAT
The important consideration in planning an
experimental study.
A number of possible threats may exist.
The must ask question by the research is : How
likely is it that any particular threat exist in this
study?
AID IN ASSESSING THE
LIKELIHOOD
Step 1 : What specific factors either are known to
affect the dependent variable or may logically to
be expected to affect this variable?
Step 2 : What is the likelihood of the comparison
groups differing on each of these factors?
Step 3 : Evaluate the threats on the basis of how
likely they are to have an effect, and plan to
control for them.
THREATS TO INTERNAL VALIDITY
Subject
characteristics
Mortality
Location
Instrumentation
Testing
History
Maturation
Attitude of Subjects
Regression
Implementation
CONTROL OF EXPERIMENTAL
TREATMENTS
Intended to improve the internal validity.
It has advantages and disadvantages.
The researcher control over the experimental
treatments- what, who, when and how of it.
Researchers seldom have control in educational
research.
QUESTIONS
1) What is experimental research?
2) What are the uniqueness of experimental research?
3) How does the experimental research differ from
other type of research?
4) What is random assignment, and what is the
difference between random assignment and random
selection?
5) How to describe poor experimental design?

Más contenido relacionado

La actualidad más candente

Anova ancova manova_mancova
Anova  ancova manova_mancovaAnova  ancova manova_mancova
Anova ancova manova_mancova
Carlo Magno
 
Ppt. types of quantitative research
Ppt.  types of quantitative researchPpt.  types of quantitative research
Ppt. types of quantitative research
Nursing Path
 
Experimental research
Experimental researchExperimental research
Experimental research
izzajalil
 

La actualidad más candente (20)

Experimental research design
Experimental research designExperimental research design
Experimental research design
 
Ch07 Experimental & Quasi-Experimental Designs
Ch07 Experimental & Quasi-Experimental DesignsCh07 Experimental & Quasi-Experimental Designs
Ch07 Experimental & Quasi-Experimental Designs
 
Qualitative research, types, data collection and analysis
Qualitative research, types, data collection and analysisQualitative research, types, data collection and analysis
Qualitative research, types, data collection and analysis
 
Experimental research method
Experimental research methodExperimental research method
Experimental research method
 
Quantitative Research Design
Quantitative Research Design Quantitative Research Design
Quantitative Research Design
 
Anova ancova manova_mancova
Anova  ancova manova_mancovaAnova  ancova manova_mancova
Anova ancova manova_mancova
 
Quasi Experimental Method
Quasi Experimental MethodQuasi Experimental Method
Quasi Experimental Method
 
Qualitative research and its types
Qualitative research and its typesQualitative research and its types
Qualitative research and its types
 
Experimental 20 research-1(1)
Experimental 20 research-1(1)Experimental 20 research-1(1)
Experimental 20 research-1(1)
 
Between groups design
Between groups designBetween groups design
Between groups design
 
Experimental research design
Experimental research designExperimental research design
Experimental research design
 
Quantitative research design
Quantitative research designQuantitative research design
Quantitative research design
 
Ppt. types of quantitative research
Ppt.  types of quantitative researchPpt.  types of quantitative research
Ppt. types of quantitative research
 
Experimental research
Experimental researchExperimental research
Experimental research
 
Experimental design
Experimental designExperimental design
Experimental design
 
experimental research design
experimental  research designexperimental  research design
experimental research design
 
What is an experimental research (1)
What is an experimental research (1)What is an experimental research (1)
What is an experimental research (1)
 
Ch03 ppt-theory
Ch03 ppt-theoryCh03 ppt-theory
Ch03 ppt-theory
 
Quasi Experimental Research Design
Quasi Experimental Research DesignQuasi Experimental Research Design
Quasi Experimental Research Design
 
QUASI EXPERIMENTAL DESIGN
QUASI EXPERIMENTAL DESIGNQUASI EXPERIMENTAL DESIGN
QUASI EXPERIMENTAL DESIGN
 

Destacado

Experimental research ijaz butt
Experimental research ijaz buttExperimental research ijaz butt
Experimental research ijaz butt
Ijaz Ahmad
 
Instructional leadership (chapter 2 student diversity)
Instructional leadership  (chapter 2 student diversity)Instructional leadership  (chapter 2 student diversity)
Instructional leadership (chapter 2 student diversity)
Nor Zakiah
 
Experimental Research
Experimental ResearchExperimental Research
Experimental Research
Raymond Wong
 
Survey Correlational Research
Survey Correlational ResearchSurvey Correlational Research
Survey Correlational Research
Azreen5520
 
Validity, its types, measurement & factors.
Validity, its types, measurement & factors.Validity, its types, measurement & factors.
Validity, its types, measurement & factors.
Maheen Iftikhar
 
Experimental research design
Experimental research designExperimental research design
Experimental research design
Nursing Path
 

Destacado (17)

Experimental research ijaz butt
Experimental research ijaz buttExperimental research ijaz butt
Experimental research ijaz butt
 
Experimental research
Experimental researchExperimental research
Experimental research
 
Instructional leadership (chapter 2 student diversity)
Instructional leadership  (chapter 2 student diversity)Instructional leadership  (chapter 2 student diversity)
Instructional leadership (chapter 2 student diversity)
 
Experimental Research
Experimental ResearchExperimental Research
Experimental Research
 
Correlational research - Research Methodology - Manu Melwin Joy
Correlational research - Research Methodology - Manu Melwin JoyCorrelational research - Research Methodology - Manu Melwin Joy
Correlational research - Research Methodology - Manu Melwin Joy
 
Experimental Research
Experimental ResearchExperimental Research
Experimental Research
 
Survey Correlational Research
Survey Correlational ResearchSurvey Correlational Research
Survey Correlational Research
 
Internal and external validity factors
Internal and external validity factorsInternal and external validity factors
Internal and external validity factors
 
Experimental Research
Experimental ResearchExperimental Research
Experimental Research
 
Correlational Research
Correlational ResearchCorrelational Research
Correlational Research
 
Experimental Research Overview
Experimental Research OverviewExperimental Research Overview
Experimental Research Overview
 
Types of experimental design
Types of experimental designTypes of experimental design
Types of experimental design
 
Experimental research
Experimental research   Experimental research
Experimental research
 
Validity, its types, measurement & factors.
Validity, its types, measurement & factors.Validity, its types, measurement & factors.
Validity, its types, measurement & factors.
 
Correlation Research Design
Correlation Research DesignCorrelation Research Design
Correlation Research Design
 
Threats to internal and external validity
Threats to internal and external validityThreats to internal and external validity
Threats to internal and external validity
 
Experimental research design
Experimental research designExperimental research design
Experimental research design
 

Similar a Experimental research

Experimental research
Experimental researchExperimental research
Experimental research
dabneyluang
 
Experimental research
Experimental researchExperimental research
Experimental research
Pelangi Suria
 
KINDS-OF-QUANTITATIVE-RESEARCH.pptx
KINDS-OF-QUANTITATIVE-RESEARCH.pptxKINDS-OF-QUANTITATIVE-RESEARCH.pptx
KINDS-OF-QUANTITATIVE-RESEARCH.pptx
LEANNAMAETAPANGCO
 
Grp presentation chap 13
Grp presentation chap 13Grp presentation chap 13
Grp presentation chap 13
Azura Zaki
 

Similar a Experimental research (20)

Constructs, variables, hypotheses
Constructs, variables, hypothesesConstructs, variables, hypotheses
Constructs, variables, hypotheses
 
Pre-experimental Research Design and It's Uses
Pre-experimental Research Design and It's UsesPre-experimental Research Design and It's Uses
Pre-experimental Research Design and It's Uses
 
Experimental Research (GROUP 2)
Experimental Research (GROUP 2)Experimental Research (GROUP 2)
Experimental Research (GROUP 2)
 
Experimental research
Experimental researchExperimental research
Experimental research
 
Experimental Research Presentation
Experimental Research  PresentationExperimental Research  Presentation
Experimental Research Presentation
 
Experimental Research Design
Experimental Research DesignExperimental Research Design
Experimental Research Design
 
Experimental research
Experimental researchExperimental research
Experimental research
 
Quantitative approach, type, characteristics, advantages
Quantitative approach, type, characteristics, advantagesQuantitative approach, type, characteristics, advantages
Quantitative approach, type, characteristics, advantages
 
Research Methodology
Research MethodologyResearch Methodology
Research Methodology
 
EXPERIMENTAL DESIGNS PPT
EXPERIMENTAL DESIGNS PPTEXPERIMENTAL DESIGNS PPT
EXPERIMENTAL DESIGNS PPT
 
LESSON 11 and PR2.pptx
LESSON 11 and PR2.pptxLESSON 11 and PR2.pptx
LESSON 11 and PR2.pptx
 
Experimental research
Experimental researchExperimental research
Experimental research
 
Research design and approachs
Research design and approachsResearch design and approachs
Research design and approachs
 
KINDS-OF-QUANTITATIVE-RESEARCH.pptx
KINDS-OF-QUANTITATIVE-RESEARCH.pptxKINDS-OF-QUANTITATIVE-RESEARCH.pptx
KINDS-OF-QUANTITATIVE-RESEARCH.pptx
 
Experimental design
Experimental designExperimental design
Experimental design
 
Grp presentation chap 13
Grp presentation chap 13Grp presentation chap 13
Grp presentation chap 13
 
Quantitative research present
Quantitative research   presentQuantitative research   present
Quantitative research present
 
Experimental research
Experimental researchExperimental research
Experimental research
 
Research design: Design of Experiment
Research design: Design of ExperimentResearch design: Design of Experiment
Research design: Design of Experiment
 
Experiments
Experiments Experiments
Experiments
 

Más de Nor Zakiah

Research proposal
Research proposalResearch proposal
Research proposal
Nor Zakiah
 
1. towards a more inclusive higher education system in the uk student with or...
1. towards a more inclusive higher education system in the uk student with or...1. towards a more inclusive higher education system in the uk student with or...
1. towards a more inclusive higher education system in the uk student with or...
Nor Zakiah
 
Instructional leadership (chapter 2 student diversity)
Instructional leadership  (chapter 2 student diversity)Instructional leadership  (chapter 2 student diversity)
Instructional leadership (chapter 2 student diversity)
Nor Zakiah
 
Article review for EDU702 (RM)
Article review for EDU702 (RM)Article review for EDU702 (RM)
Article review for EDU702 (RM)
Nor Zakiah
 
2. Emotional adjustment and school functioning of young adolescents with mult...
2. Emotional adjustment and school functioning of young adolescents with mult...2. Emotional adjustment and school functioning of young adolescents with mult...
2. Emotional adjustment and school functioning of young adolescents with mult...
Nor Zakiah
 
3. Adolescents with and without ld make the transition to middle school
3. Adolescents with and without ld make the transition to middle school3. Adolescents with and without ld make the transition to middle school
3. Adolescents with and without ld make the transition to middle school
Nor Zakiah
 

Más de Nor Zakiah (7)

Research proposal
Research proposalResearch proposal
Research proposal
 
1. towards a more inclusive higher education system in the uk student with or...
1. towards a more inclusive higher education system in the uk student with or...1. towards a more inclusive higher education system in the uk student with or...
1. towards a more inclusive higher education system in the uk student with or...
 
Instructional leadership (chapter 2 student diversity)
Instructional leadership  (chapter 2 student diversity)Instructional leadership  (chapter 2 student diversity)
Instructional leadership (chapter 2 student diversity)
 
NATIONAL HIGHER EDUCATION ACTION PLAN 2007-2010
NATIONAL HIGHER EDUCATION ACTION PLAN 2007-2010NATIONAL HIGHER EDUCATION ACTION PLAN 2007-2010
NATIONAL HIGHER EDUCATION ACTION PLAN 2007-2010
 
Article review for EDU702 (RM)
Article review for EDU702 (RM)Article review for EDU702 (RM)
Article review for EDU702 (RM)
 
2. Emotional adjustment and school functioning of young adolescents with mult...
2. Emotional adjustment and school functioning of young adolescents with mult...2. Emotional adjustment and school functioning of young adolescents with mult...
2. Emotional adjustment and school functioning of young adolescents with mult...
 
3. Adolescents with and without ld make the transition to middle school
3. Adolescents with and without ld make the transition to middle school3. Adolescents with and without ld make the transition to middle school
3. Adolescents with and without ld make the transition to middle school
 

Último

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Safe Software
 

Último (20)

Top 10 Most Downloaded Games on Play Store in 2024
Top 10 Most Downloaded Games on Play Store in 2024Top 10 Most Downloaded Games on Play Store in 2024
Top 10 Most Downloaded Games on Play Store in 2024
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
Top 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live StreamsTop 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live Streams
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdf
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
Manulife - Insurer Innovation Award 2024
Manulife - Insurer Innovation Award 2024Manulife - Insurer Innovation Award 2024
Manulife - Insurer Innovation Award 2024
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024
 
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
 

Experimental research

  • 1. EXPERIMENTAL RESEARCH CHAPTER 13 Presented by : Nurul Ain binti Abd Manan 2013160689 Nor Zakiah binti Ismail 2013741249 Siti Khalijah binti Zainol 2013977165
  • 2.  Traditional type of research  EXPERIMENTAL RESEARCH concerns relationships between variables  Purpose is to investigate cause-and-effect relationships among variables • Experimental groups vs. control groups • Each group of participants receives a different treatment • Always involves manipulation of the independent variable  The researcher actually establishes different treatments and then studies their EFFECTS, results from this type of research are likely to lead to the most clear-cut interpretations EXPERIMENTAL RESEARCH
  • 3. STEPS IN EXPERIMENTAL RESEARCH  State the research problem  Determine if experimental methods apply  Specify the independent variable(s)  Specify the dependent variable(s)  State the tentative hypotheses  Determine measures to be used  Pause to consider potential success  Identify intervening (extraneous) variables  Formal statement of research hypotheses  Design the experiment  Final estimate of potential success  Conduct the study as planned  Analyze the collected data  Prepare a research report
  • 4. UNIQUENESS EXPERIMENTAL RESEARCH Two ways in which EXPERIMENTAL RESEARCH differs from other educational research. Researcher manipulate the independent variable :- 1. Decide the nature of the treatment - to whom it is to be applied - to what extent 2. Enables researchers to go - beyond description and prediction - beyond the identification of relationship, to at least a partial determination of what causes them.
  • 6.
  • 7. CONTROL OF EXTRANEOUS VARIABLES Researchers who conduct experimental studies try to control any and all the subject characteristics. There are some common ways that had been used by researchers to minimize or eliminate threats
  • 8. WAYS TO MINIMIZE OR ELIMINATE THREATS Randomization : assume the groups are equivalent Holding certain variable constant : eliminate the possible effects Building the variable into design : include as distinct group Matching : pairs subjects matched to certain variables Using subjects as their own controls :compared the performance Using analysis of covariance : equate groups statistically on the basis of pretest or other variables
  • 9. GROUP DESIGNS IN EXPERIMENTAL RESEARCH Good designs control many of the various threats to internal validity (chapter 9) while poor designs control only a few. The quality of an experiment depends on how well the various threats to internal validity are controlled.
  • 11. One-Shot Case Study Design It does not provide for any comparison, so the researcher cannot compare the treatment results (as measured by the attitude scale) with the same group before using the new textbook, or with those of another group using a different textbook. The researcher knows nothing about what the group was like before using the text.
  • 13. One-Group Pre test-Post test Design  This design is better than the one-shot case study (the researcher at least knows whether any change occur).  Nine uncontrolled-for threats (history, maturation, instrument decay, data collector characteristics, data collector bias, testing, statistical regression, attitude of subjects, and implementation).  The researcher would not know if any differences between pretest and posttest are due to the treatment or to one or more of these threats.
  • 14. TRUE EXPERIMENTAL DESIGNS  The essential ingredient of a true experimental design is that subjects are randomly assigned to treatment groups.  Random assignment is a powerful technique for controlling the subject characteristics threat to internal validity  The randomized posttest-only control group design involves two groups formed by random assignment.  The randomized pretest-posttest control group design differs from the randomized posttest-only control group design only in the use of a pretest.
  • 17. EVALUATING THE LIKELIHOOD OF A TRHREAT The important consideration in planning an experimental study. A number of possible threats may exist. The must ask question by the research is : How likely is it that any particular threat exist in this study?
  • 18. AID IN ASSESSING THE LIKELIHOOD Step 1 : What specific factors either are known to affect the dependent variable or may logically to be expected to affect this variable? Step 2 : What is the likelihood of the comparison groups differing on each of these factors? Step 3 : Evaluate the threats on the basis of how likely they are to have an effect, and plan to control for them.
  • 19. THREATS TO INTERNAL VALIDITY Subject characteristics Mortality Location Instrumentation Testing History Maturation Attitude of Subjects Regression Implementation
  • 20. CONTROL OF EXPERIMENTAL TREATMENTS Intended to improve the internal validity. It has advantages and disadvantages. The researcher control over the experimental treatments- what, who, when and how of it. Researchers seldom have control in educational research.
  • 21. QUESTIONS 1) What is experimental research? 2) What are the uniqueness of experimental research? 3) How does the experimental research differ from other type of research? 4) What is random assignment, and what is the difference between random assignment and random selection? 5) How to describe poor experimental design?