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Ano n n m n + I t o
[ E XPE RI M E NTAL RE S E ARC H DE S I G N ]
Virtual Research Seminar
24 November 2020 | Google Meet
At the end of the session, you should be able to:
 describe experimental research design
 differentiate three different types of
experiments
 determine the appropriate type of experiment
for given Action Research topics
target |
CONTEXT AND RATIONALE
RESEARCH QUESTIONS
INNOVATION, INTERVENTION
RESEARCH METHODS
WORK PLAN & COST ESTIMATES
PLAN FOR DISSEMINATION
REFERENCES
Variable – a characteristics that have different
values
Independent Variable – the variable that is
applied on purpose (manipulation) by the
Action Researcher, also known as the
intervention, treatment, or cause
Dependent Variable – the variable that is
expected to change as a result of the
implementation of the intervention or
treatment, also known as the effect
Definition of Terms
Extraneous Variable – the variable that might
differentially affect the dependent variable
or the relationship between independent
and dependent variable if not controlled
Experimental Group – the group that receives
the intervention or treatment, also known as
treatment group
Control Group – the group that does not
receive the intervention or treatment
Definition of Terms
Randomization – the process of selecting
participants for a study such that all
members of the sampling space or pool of
participants have equal chance of being
included.
Definition of Terms
Independent
Variables
Dependent
Variables
Instructional method:
Cooperative learning vs. traditional
Achievement test
scores
Type of learning material:
Digital vs. Print
Quarterly grades
Type of in-school breakfast for Grade 1:
Protein-rich vs. High carbohydrates
Weight after 3
months
Teaching aid:
Videos vs. Photos
Length of
attention span
PRE-EXPERIMENTAL
QUASI-EXPERIMENTAL
TRUE-EXPERIMENTAL
is an Action Research design that determines
causation or cause-and-effect relationship
between variables. Its distinctive feature is the
manipulation of an independent variable to
see its effect on a dependent variable.
PRE-EXPERIMENTAL
Where: R stands for random selection
O1 stands for pretest
O2 stands for posttest
X stands for intervention
Legend of the Procedures
Pre-Experimental Studies follow the basic
feature of an experimental research design,
wherein an independent variable is
manipulated to see its effect on a dependent
variable
However, randomization is not applied in the
selection of participants.
There is also no control group.
One-group pretest-posttest design
O1 X O2
One shot case study
X O
involve the basic characteristic of
experimental research design; an
independent variable is manipulated to
examine its influence on a dependent
variable. Like pre-experimental studies, there
is no random selection of participants in
quasi-experimental studies. However, there is
a designated control group.
QUASI-EXPERIMENTAL
Non-equivalent controlled group design
O1 X O2 (experimental group)
O1 O2 (control group)
O4 O5 O6
Time-series design
O1 O2 O3 X
Where:
O1, O2, O3 stand for pretest (multiple observations)
O4, O5, O6 stand for posttest (multiple observations)
introduce an independent variable to assess
its impact on a dependent variable. Like
quasi-experimental studies, a control group
is included in true experimental studies. In
contrast though, randomization is utilized in
the selection of participants.
TRUE-EXPERIMENTAL
Pretest-posttest controlled group
 Subjects are randomly assigned to groups.
 A pretest is given to both groups.
 The experimental group receives treatment
while the control group does not.
 A posttest is given to both groups.
R O1 X O2 (experimental group)
R O1 O2 (control group)
Pretest-posttest controlled group design
 Subjects are randomly assigned to groups.
 The experimental group receives the treatment
while the control group does not receive the
treatment.
 A posttest is given to both groups.
Posttest only controlled group design
R X O2 (experimental group)
R O2 (control group)
Posttest only controlled group design
~ considered as the most prestigious experimental
design. It minimizes threats to both internal and
external validity.
 Subjects are randomly assigned to one or four
groups.
 Two of the groups (experimental group 1 and
control group 1) are pretested.
 The other two groups (experimental group 2 and
control group 2) receive routine or no treatment.
Solomon four-group design
X O2 (experimental group)
O2 (control group)
O2 (experimental group)
R O1
R O1
R X
R O2 (control group)
Solomon four-group design
Pre-
experiment
Quasi-
experiment
True
Experiment
Manipulation of
independent
variable
Manipulation of
independent
variable
Manipulation of
independent
variable
No random
assignment of
participants
No random
assignment of
participants
Random
assignment of
participants
No control group
Either there is no
control group
Has control group
It is desirable that sampling method for
experiments be random. However, since
experimental Action Research are conducted to
solve specific classroom problems, the sampling
may have to be purposive and accessible.
The most common data collection methods in
experimental Action Research are paper-and-
pencil instruments that yield numerical data.
These include tests, rating scales, and
checklists. Observation and documentation,
such as portfolios, may also be used as long as
the data derived from these can be transformed
to numerical values.
Descriptive Statistics
 measures of central tendency or location,
such as mode, median, and mean
 measures of variability or dispersion, such
as range, variance, and standard deviation
Inferential Statistics
 Independent t-test – when comparing two
means from two groups (e.g. Experimental
vs. control)
 Paired t-test – when comparing two means
from one group measured twice (e.g.,
pretest vs. posttest)
 Analysis of Variance – when comparing
three or more groups or means
Australian Bureau of Statistics. n.d. “Measures of Shape.” Australian Bureau of Statistics (website).
Accessed May 12, 2018. http://www.abs.gov.au/websitedbs/a3121120.nsf/home/statistical+language+-
+measures+of+shape.
Australian Bureau of Statistics. n.d. “Measures of Central Tendency.”
Australian Bureau of Statistics (website). Accessed May 12, 2018.
http://www.abs.gov.au/websitedbs/a3121120.nsf/home/statistical+language+-
+measures+of+central+tendency.
Campbell, Michael J., David Machin, and Stephen J. Walters. (1990) 2007. Medical Statistics: A
Commonsense Approach. Chichester, England: Wiley-Blackwell.
Center for Innovation in Research and Teaching.n.d. Type of Experimental Research. Arizona: Grand
Canyon University. Accessed May12, 2018.
https://cirt.gcu.edu/research/developmentresources/research_ready/experimental/design_types.
Center Grove Community School Corporation. n.d. “Module 7: Measures of Central Tendency.” Canvas
(website). Accessed May 12, 2018.
https://centergrove.instructure.com/courses/1823759/pages/module-7-measures-of-central-tendency.
Complete Dissertation. n.d. Experimental Research Designs. Statistics Solution. AccessedMay12,2018.
http://www.statisticssolutions.com/experimentalresearchdesigns/.
Fraenkel, Jack R. and Norman E. Wallen. (1990) 2008. How to Design and Evaluate Research in
Education. Boston: McGraw Hill.
Levin, Jack A., James Alan Fox, and David R. Forde. (2003) 2013. Elementary Statistics in Social
Research. New York: Pearson.
Paul Gingrich. n.d. “Association Between Variables.” Introductory Statistics for the Social Sciences.
University of Regina Department of Sociology and Social Studies (website). Accessed May 12, 2018.
http://uregina.ca/~gingrich/ch11a.pdf.
Trochim, William M. K.(1999)2008.TheResearchMethodsKnowledge Base. Mason, OH: Atomic Dog
Publishing, Inc.
mrmiN+ s l m t + po

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action research Experimental Research Design.pptx

  • 1. Ano n n m n + I t o [ E XPE RI M E NTAL RE S E ARC H DE S I G N ] Virtual Research Seminar 24 November 2020 | Google Meet
  • 2.
  • 3.
  • 4. At the end of the session, you should be able to:  describe experimental research design  differentiate three different types of experiments  determine the appropriate type of experiment for given Action Research topics target |
  • 5. CONTEXT AND RATIONALE RESEARCH QUESTIONS INNOVATION, INTERVENTION RESEARCH METHODS WORK PLAN & COST ESTIMATES PLAN FOR DISSEMINATION REFERENCES
  • 6. Variable – a characteristics that have different values Independent Variable – the variable that is applied on purpose (manipulation) by the Action Researcher, also known as the intervention, treatment, or cause Dependent Variable – the variable that is expected to change as a result of the implementation of the intervention or treatment, also known as the effect Definition of Terms
  • 7. Extraneous Variable – the variable that might differentially affect the dependent variable or the relationship between independent and dependent variable if not controlled Experimental Group – the group that receives the intervention or treatment, also known as treatment group Control Group – the group that does not receive the intervention or treatment Definition of Terms
  • 8. Randomization – the process of selecting participants for a study such that all members of the sampling space or pool of participants have equal chance of being included. Definition of Terms
  • 9. Independent Variables Dependent Variables Instructional method: Cooperative learning vs. traditional Achievement test scores Type of learning material: Digital vs. Print Quarterly grades Type of in-school breakfast for Grade 1: Protein-rich vs. High carbohydrates Weight after 3 months Teaching aid: Videos vs. Photos Length of attention span
  • 11. is an Action Research design that determines causation or cause-and-effect relationship between variables. Its distinctive feature is the manipulation of an independent variable to see its effect on a dependent variable. PRE-EXPERIMENTAL
  • 12. Where: R stands for random selection O1 stands for pretest O2 stands for posttest X stands for intervention Legend of the Procedures
  • 13. Pre-Experimental Studies follow the basic feature of an experimental research design, wherein an independent variable is manipulated to see its effect on a dependent variable However, randomization is not applied in the selection of participants. There is also no control group.
  • 14. One-group pretest-posttest design O1 X O2 One shot case study X O
  • 15. involve the basic characteristic of experimental research design; an independent variable is manipulated to examine its influence on a dependent variable. Like pre-experimental studies, there is no random selection of participants in quasi-experimental studies. However, there is a designated control group. QUASI-EXPERIMENTAL
  • 16. Non-equivalent controlled group design O1 X O2 (experimental group) O1 O2 (control group) O4 O5 O6 Time-series design O1 O2 O3 X Where: O1, O2, O3 stand for pretest (multiple observations) O4, O5, O6 stand for posttest (multiple observations)
  • 17. introduce an independent variable to assess its impact on a dependent variable. Like quasi-experimental studies, a control group is included in true experimental studies. In contrast though, randomization is utilized in the selection of participants. TRUE-EXPERIMENTAL
  • 18. Pretest-posttest controlled group  Subjects are randomly assigned to groups.  A pretest is given to both groups.  The experimental group receives treatment while the control group does not.  A posttest is given to both groups.
  • 19. R O1 X O2 (experimental group) R O1 O2 (control group) Pretest-posttest controlled group design
  • 20.  Subjects are randomly assigned to groups.  The experimental group receives the treatment while the control group does not receive the treatment.  A posttest is given to both groups. Posttest only controlled group design
  • 21. R X O2 (experimental group) R O2 (control group) Posttest only controlled group design
  • 22. ~ considered as the most prestigious experimental design. It minimizes threats to both internal and external validity.  Subjects are randomly assigned to one or four groups.  Two of the groups (experimental group 1 and control group 1) are pretested.  The other two groups (experimental group 2 and control group 2) receive routine or no treatment. Solomon four-group design
  • 23. X O2 (experimental group) O2 (control group) O2 (experimental group) R O1 R O1 R X R O2 (control group) Solomon four-group design
  • 24. Pre- experiment Quasi- experiment True Experiment Manipulation of independent variable Manipulation of independent variable Manipulation of independent variable No random assignment of participants No random assignment of participants Random assignment of participants No control group Either there is no control group Has control group
  • 25. It is desirable that sampling method for experiments be random. However, since experimental Action Research are conducted to solve specific classroom problems, the sampling may have to be purposive and accessible.
  • 26. The most common data collection methods in experimental Action Research are paper-and- pencil instruments that yield numerical data. These include tests, rating scales, and checklists. Observation and documentation, such as portfolios, may also be used as long as the data derived from these can be transformed to numerical values.
  • 27. Descriptive Statistics  measures of central tendency or location, such as mode, median, and mean  measures of variability or dispersion, such as range, variance, and standard deviation
  • 28. Inferential Statistics  Independent t-test – when comparing two means from two groups (e.g. Experimental vs. control)  Paired t-test – when comparing two means from one group measured twice (e.g., pretest vs. posttest)  Analysis of Variance – when comparing three or more groups or means
  • 29. Australian Bureau of Statistics. n.d. “Measures of Shape.” Australian Bureau of Statistics (website). Accessed May 12, 2018. http://www.abs.gov.au/websitedbs/a3121120.nsf/home/statistical+language+- +measures+of+shape. Australian Bureau of Statistics. n.d. “Measures of Central Tendency.” Australian Bureau of Statistics (website). Accessed May 12, 2018. http://www.abs.gov.au/websitedbs/a3121120.nsf/home/statistical+language+- +measures+of+central+tendency. Campbell, Michael J., David Machin, and Stephen J. Walters. (1990) 2007. Medical Statistics: A Commonsense Approach. Chichester, England: Wiley-Blackwell. Center for Innovation in Research and Teaching.n.d. Type of Experimental Research. Arizona: Grand Canyon University. Accessed May12, 2018. https://cirt.gcu.edu/research/developmentresources/research_ready/experimental/design_types. Center Grove Community School Corporation. n.d. “Module 7: Measures of Central Tendency.” Canvas (website). Accessed May 12, 2018. https://centergrove.instructure.com/courses/1823759/pages/module-7-measures-of-central-tendency. Complete Dissertation. n.d. Experimental Research Designs. Statistics Solution. AccessedMay12,2018. http://www.statisticssolutions.com/experimentalresearchdesigns/. Fraenkel, Jack R. and Norman E. Wallen. (1990) 2008. How to Design and Evaluate Research in Education. Boston: McGraw Hill. Levin, Jack A., James Alan Fox, and David R. Forde. (2003) 2013. Elementary Statistics in Social Research. New York: Pearson. Paul Gingrich. n.d. “Association Between Variables.” Introductory Statistics for the Social Sciences. University of Regina Department of Sociology and Social Studies (website). Accessed May 12, 2018. http://uregina.ca/~gingrich/ch11a.pdf. Trochim, William M. K.(1999)2008.TheResearchMethodsKnowledge Base. Mason, OH: Atomic Dog Publishing, Inc.
  • 30. mrmiN+ s l m t + po