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What is an Experiment?
• An experiment uses logic& symbol found in
  Natural Sciences
• It is usually conducted in laboratories
• It usually involves less number of people
• It addresses well focused questions
• It is most effective for explanatory research
• The experimenter experiments a question
• The experimenter divides the population into
  two groups
Before the upcoming elections ECP (Election
Commission of Pakistan)to check the new
system is fair or not used computerised system in
the by elections of two constituencies PP126 and
PP 143 and found that the system is fair.
What is a research?
Research is a collection of
methodology used
systematically to produce
knowledge about something.
What is experimental research?
• Experimental research is a research in which
  we use logic & symbols found in natural
  science
• An experiment means, “modifying something
  in a situation, then comparing an outcome to
  what existed without the modification”
• I try to start my car. To my surprise, it does not
  start.
• I “experiment” by cleaning off the battery
  connections, then try to start it again.
• I modified something(cleaned the connections)
  and compared the outcome (weather the car
  started) to previous situation (It didn’t start).
I drew the hypothesis
• Once the terminals is cleaned off the car will
   start.
This illustrates three things researchers do in
experimental research:
• Begin with a hypothesis
• Modify something in a situation
• Compare outcomes with and without the
  modification
Research questions appropriate for
      experimental research
• New researchers often asks which research
  techniques best fits which problem
• It is difficult answer these questions because
  there is no fixed match between problem and
  technique
The answer is:
• Make an informed judgment.
• You can develop the judgment by:
• reading research reports
• understanding the strengths & weakness of different techniques
• Assisting more experiences researches with their research training
• Practical Experience
What is Random assignment?
• Random assignment is a method for assigning cases (e.g.,
  individuals, organizations, etc.) to groups for the purpose of
  making comparisons.
• It is a way to divide a collection of cases into two or more
  groups in order to increase ones confidence that the groups do
  not differ in a systematic way.
• It is a mechanical method; the assignment is automatic, and
  the researchers cannot assignments on the basis of personnel
  preference or the features of specific cases.
• Random assignment is random in statistical or
  mathematical sense.
• Random selection lets researcher calculate the
  odds that a specific case will be sorted into one
  group over another.
• For example, A researcher wants to research the
  IQ level between the ages 20, 30,50. he randomly
  makes the group of 50 each
What are subjects?
The names of participants in experimental
research
Cases and people used in research project and on
whom variables are measured
Dependent
               Variable
 Random                     Pretest
Assignment
             Treatment or
             Independent
               variable
Control
Group                       Posttest

             Experimental
                Group



Parts of Experiments
There are seven Parts of Experiments
•   Treatment or Independent variable
•   Dependent variable
•   Pretest
•   Posttest
•   Experimental group
•   Control group
•   Random Assignment
What is treatment or Independent
            Variable?
• Treatment (stimulus or manipulation) is what a
  researcher modifies.
• In most experiments, a researcher creates a
  situation and then modifies it.
• The term originated from the discipline of
  medicine in which a physician treats a patient.
• On such pattern a researcher develops a
  measuring instrument or indicator
• Example; (Survey questions),then apply it to a
  person or a case.
• In experiment researcher “measure” independent
  variable by creating a situation
• For example; the independent variable is
  degree of fear or anxiety”, the levels are high
  fear and low fear.
• Instead of asking subject weather they are
  fearful the experimenters puts subjects into
  high fear or low fear.
• They measure the independent variable by
  manipulating conditions so that some subjects
  feels lots of fear and others feel little
What is dependent variable?
• Dependent variable or outcomes in
  experimental research are the physical
  conditions, social behaviors, attitudes, feeling,
  or beliefs of subjects that change in response to
  a treatment.
• Dependents variables can be measured by
  paper-and-pencil indicators, observations,
  interviews, or physiological responses(e.g.,
  heart attack and spreading pain)
What is Pretest?
• The pretest is the measurement of the
  dependent variable prior to the introduction
  of the treatment(e.g.; anxiety and ulcer)
What is Posttest?
• The posttest is the measurement of the
  dependent variable after treatment has been
  introduced into experimental group (e.g.,
  children of divorcee’s have high rate of
  angriness while children of married couples
  have low rate of angriness)
• Mostly experimental researchers divides
  subjects into two groups
What is Experimental Group?
• The group that receives the treatment or in
  which treatment is present.(e.g.,
  questionnaires) is a treatment usually used as
  indicator and usually applied to a group in a
  certain condition.
What is Control group?
• The group that does not receive the treatment
  is called the control group.
• When the independent variable takes on
  many different values, more than one group
Steps in Conducting an Experiment
• Begin with a straightforward hypothesis that is
  appropriate for experimental research
• Decide on an experimental design that will
  test the hypothesis within practical limitations
• Decide how to introduce a treatment or create
  a situation that induces the independent
  variable
• Develop a valid and reliable measure of the
  dependent variable.
• Set up an experimental setting and conduct a
  pilot test of the treatment and dependent
  variable measures.
• Locate appropriate subjects or cases.
• Randomly assign subjects to groups (if random
  assignment is used in the chosen research
  design) and give careful instructions.
• Gather data for the pretest measure of the
  dependent variable for all groups (if a pretest is
  used in the chosen design)
• Introduce the treatment to the experimental
  group only (or to relevant groups if there are
  multiple experimental groups) and moniter all
  groups
• Gather data for posttest measure of the
  dependent variable
• Debrief the subjects by informing them of the
  true purpose and reasons for the experiments.
  Ask subjects what they thought was occuring.
  Debriefing is crucial when subjects have been
  deceived about some aspect of the experiment.
• Examine data collected and make comparisons
  between different groups. Where appropriate,
  use statistics and graphs to determine wether
  the hypothesis is supported
Types of Experiments
•   Classical Experimental Design
•   Pre experimental design
•   One-Shot Case-Study Design
•   One Group Pretest-Posttest Design
•   Static Group Comparison
•   Qausi-Experimental and Special Designs
•   Two-Group Posttest-Only Design
•   Interrupted Time Series
•   Equivalent Time Series
•   Latin Square Designs
•   Solomon Four-Group Design
•   Factorial Designs
• Interaction effects
What is classical Experimental
           design?
• An experimental design that has random
  assignment, a control group, an experimental
  group, and a pretest and posttest for each
  group.
• For Example; The experimenter gives 40
  newly hired wait staff an identical two-hour
  training session and instructs them to follow a
  script in which they are not to introduce
  themselves by first name and not to return
  during the meal to check on the customers.
• The experimenter divides them into two equal
  groups of 20 randomly.
• The experimenter records the amount of tips of
  all the subjects for a month (pretest).
• The experimenter retains the group 1 at
  resturant 1 (experimental Group)
• The experimenters asks them to introduce
  themselves by first name for 8mins (treatment)
• The group 2 continue their work without an
  introduction or checking during the
  meal(control group)
• Over the second month the amount of tips for
  both groups is recorded (posttest)
What is Pre experimental Designs?
• Experimental design that that lack randonm
  assignment or use shortcuts and are much
  weaker than the classical experimental design.
  They are be substituted in situations in which
  an experimenter cannot use all the features of a
  classical experimental design, but have weaker
  internal validity
What is one-Shot Case-Study?
• An experimental design with only an
  experimental group and a posttest
What is static group Comparison
             Design?
• An experimental Groups with two groups, no
  random assignment and only a posttest
What is Quasi Experimental and
        Special Designs?
• Experimental designs that are stronger than pre
  experimental designs. They are variations on
  the classical experimental design and are used
  in special situations or when an experimenter
  has limited control over independent variable
What is two-Group Posttest-Only
            Design?
• This is identical to the static group
  comparison, with one exception: The groups
  are randomly assigned. It has all the parts of
  the classical design except a pretest. The
  random assignment reduces the chance that the
  groups differed before the treatment, but
  without a pretest, a researcher cannot be as
  certain that the groups began the same an the
  independent variable.
What is an interrupted time-series
             design?
• An experimental design in which the
  dependent variable is measured periodically
  across many time points, and the treatment
  occurs in the midest of such measures, often
  only once.
e.g.: anxiety and depression test over an anxiety
  patient and its treatment.
What is an Equivalent
 time series Design?
• An experimental design in which there are
  several repeated pretests, posttests, and
  treatments for one group often over a period of
  time.
• Example; the experimenter experiments that
  the people who do not wear helmets can have
  swear head injury. The bill was passed on 1975
  repelled in 1981 and reinstated in 1998.
What is Latin Square design?
• An experimental design used to examne
  whether the order or sequence in which
  subjects receive multiple versions of the
  treatment has an effect
• Example; A geography teacher has three units
  to teach students: map reading, using a
  compass, LL system (longitudinal and
  latitudinal system )
• In one class he used one method and in second
  class he used in another class and in class three
  he used both system in the end he took end test
  to check weather the learning environment
  improved or not.
What is Solomon four-Group
          design?
• An experimental design in which subjects are
  randomly assigned to two control groups and
  two experimental groups. Only one
  experimental group and one control group
  receive a pretest. All four Groups receive a
  posttest.
• Example; A mental health worker want to
  determine whether a new training method
  improves clients’ copying skills. the worker
  measures coping skills with a 20 minutes test
  of reactions to stressful evens. Because the
  clients might learn coping skills from taking
  the test itself, a Solomon four-group design is
  used.
• The mental health worker divides the clients
  into four groups.
• Two groups receive pretest. One of them gets
  new training method an the other gets old
  training method. Another two groups receive
  no pretest.
• All four groups are given the same posttest and
  posttest results are compared.
What are Factorial designs?
• A type of experimental design that considers
  the impact of several independent variables
  simultaneously.
What is an interaction effect?
• An effect of two independent variables
  operating simultaneously and in combination
  on a dependent variable. It is a larger effect
  than occurs from the sum of each independent
  variable working separately
Internal Validity

 External validity
What is Internal and external
          validity?
Internal Validity
• The ability of experimenters to strengthen the
  logical rigor f a casual explanation by
  eliminating potential alternative explanations
  for an association between the treatment and
  dependent variable through an experimental
  design
• Variables other than the treatment that effects
  the dependent variable are threats to internal
  validity.
External Validity
• The ability to generalize the findings beyond a
  specific study
What are Field Experiments?
• A field experiment applies the scientific method to experimentally
  examine an intervention in the real world (or as many
  experimentalists like to say, naturally occurring environments)
  rather than in the laboratory. Field experiments, like lab
  experiments, generally randomize subjects (or other sampling units)
  into treatment and control groups and compare outcomes between
  these groups.
• Examples include:
• Clinical trials of pharmaceuticals are one example of field
  experiments.
• Economists have used field experiments to analyze discrimination,
  health care programs, charitable fundraising, education, information
  aggregation in markets, and microfinance programs.
• Engineers often conduct field tests of prototype products to validate
  earlier laboratory tests and to obtain broader feedback.
What is an experimental research (1)

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What is an experimental research (1)

  • 1. What is an Experiment?
  • 2. • An experiment uses logic& symbol found in Natural Sciences • It is usually conducted in laboratories • It usually involves less number of people • It addresses well focused questions
  • 3. • It is most effective for explanatory research • The experimenter experiments a question • The experimenter divides the population into two groups
  • 4. Before the upcoming elections ECP (Election Commission of Pakistan)to check the new system is fair or not used computerised system in the by elections of two constituencies PP126 and PP 143 and found that the system is fair.
  • 5. What is a research?
  • 6. Research is a collection of methodology used systematically to produce knowledge about something.
  • 7.
  • 9. • Experimental research is a research in which we use logic & symbols found in natural science • An experiment means, “modifying something in a situation, then comparing an outcome to what existed without the modification”
  • 10. • I try to start my car. To my surprise, it does not start. • I “experiment” by cleaning off the battery connections, then try to start it again. • I modified something(cleaned the connections) and compared the outcome (weather the car started) to previous situation (It didn’t start).
  • 11. I drew the hypothesis • Once the terminals is cleaned off the car will start.
  • 12. This illustrates three things researchers do in experimental research: • Begin with a hypothesis • Modify something in a situation • Compare outcomes with and without the modification
  • 13. Research questions appropriate for experimental research
  • 14. • New researchers often asks which research techniques best fits which problem • It is difficult answer these questions because there is no fixed match between problem and technique
  • 15. The answer is: • Make an informed judgment. • You can develop the judgment by: • reading research reports • understanding the strengths & weakness of different techniques • Assisting more experiences researches with their research training • Practical Experience
  • 16. What is Random assignment?
  • 17. • Random assignment is a method for assigning cases (e.g., individuals, organizations, etc.) to groups for the purpose of making comparisons. • It is a way to divide a collection of cases into two or more groups in order to increase ones confidence that the groups do not differ in a systematic way. • It is a mechanical method; the assignment is automatic, and the researchers cannot assignments on the basis of personnel preference or the features of specific cases.
  • 18. • Random assignment is random in statistical or mathematical sense. • Random selection lets researcher calculate the odds that a specific case will be sorted into one group over another. • For example, A researcher wants to research the IQ level between the ages 20, 30,50. he randomly makes the group of 50 each
  • 20. The names of participants in experimental research Cases and people used in research project and on whom variables are measured
  • 21. Dependent Variable Random Pretest Assignment Treatment or Independent variable Control Group Posttest Experimental Group Parts of Experiments
  • 22. There are seven Parts of Experiments • Treatment or Independent variable • Dependent variable • Pretest • Posttest • Experimental group • Control group • Random Assignment
  • 23. What is treatment or Independent Variable?
  • 24. • Treatment (stimulus or manipulation) is what a researcher modifies. • In most experiments, a researcher creates a situation and then modifies it. • The term originated from the discipline of medicine in which a physician treats a patient.
  • 25. • On such pattern a researcher develops a measuring instrument or indicator • Example; (Survey questions),then apply it to a person or a case. • In experiment researcher “measure” independent variable by creating a situation
  • 26. • For example; the independent variable is degree of fear or anxiety”, the levels are high fear and low fear. • Instead of asking subject weather they are fearful the experimenters puts subjects into high fear or low fear. • They measure the independent variable by manipulating conditions so that some subjects feels lots of fear and others feel little
  • 27. What is dependent variable?
  • 28. • Dependent variable or outcomes in experimental research are the physical conditions, social behaviors, attitudes, feeling, or beliefs of subjects that change in response to a treatment. • Dependents variables can be measured by paper-and-pencil indicators, observations, interviews, or physiological responses(e.g., heart attack and spreading pain)
  • 30. • The pretest is the measurement of the dependent variable prior to the introduction of the treatment(e.g.; anxiety and ulcer)
  • 32. • The posttest is the measurement of the dependent variable after treatment has been introduced into experimental group (e.g., children of divorcee’s have high rate of angriness while children of married couples have low rate of angriness) • Mostly experimental researchers divides subjects into two groups
  • 34. • The group that receives the treatment or in which treatment is present.(e.g., questionnaires) is a treatment usually used as indicator and usually applied to a group in a certain condition.
  • 35. What is Control group?
  • 36. • The group that does not receive the treatment is called the control group. • When the independent variable takes on many different values, more than one group
  • 37. Steps in Conducting an Experiment
  • 38. • Begin with a straightforward hypothesis that is appropriate for experimental research • Decide on an experimental design that will test the hypothesis within practical limitations • Decide how to introduce a treatment or create a situation that induces the independent variable
  • 39. • Develop a valid and reliable measure of the dependent variable. • Set up an experimental setting and conduct a pilot test of the treatment and dependent variable measures. • Locate appropriate subjects or cases.
  • 40. • Randomly assign subjects to groups (if random assignment is used in the chosen research design) and give careful instructions. • Gather data for the pretest measure of the dependent variable for all groups (if a pretest is used in the chosen design)
  • 41. • Introduce the treatment to the experimental group only (or to relevant groups if there are multiple experimental groups) and moniter all groups • Gather data for posttest measure of the dependent variable
  • 42. • Debrief the subjects by informing them of the true purpose and reasons for the experiments. Ask subjects what they thought was occuring. Debriefing is crucial when subjects have been deceived about some aspect of the experiment.
  • 43. • Examine data collected and make comparisons between different groups. Where appropriate, use statistics and graphs to determine wether the hypothesis is supported
  • 45. Classical Experimental Design • Pre experimental design • One-Shot Case-Study Design • One Group Pretest-Posttest Design • Static Group Comparison • Qausi-Experimental and Special Designs
  • 46. Two-Group Posttest-Only Design • Interrupted Time Series • Equivalent Time Series • Latin Square Designs • Solomon Four-Group Design • Factorial Designs
  • 48. What is classical Experimental design?
  • 49. • An experimental design that has random assignment, a control group, an experimental group, and a pretest and posttest for each group.
  • 50. • For Example; The experimenter gives 40 newly hired wait staff an identical two-hour training session and instructs them to follow a script in which they are not to introduce themselves by first name and not to return during the meal to check on the customers.
  • 51. • The experimenter divides them into two equal groups of 20 randomly. • The experimenter records the amount of tips of all the subjects for a month (pretest). • The experimenter retains the group 1 at resturant 1 (experimental Group) • The experimenters asks them to introduce themselves by first name for 8mins (treatment)
  • 52. • The group 2 continue their work without an introduction or checking during the meal(control group) • Over the second month the amount of tips for both groups is recorded (posttest)
  • 53. What is Pre experimental Designs?
  • 54. • Experimental design that that lack randonm assignment or use shortcuts and are much weaker than the classical experimental design. They are be substituted in situations in which an experimenter cannot use all the features of a classical experimental design, but have weaker internal validity
  • 55. What is one-Shot Case-Study?
  • 56. • An experimental design with only an experimental group and a posttest
  • 57. What is static group Comparison Design?
  • 58. • An experimental Groups with two groups, no random assignment and only a posttest
  • 59. What is Quasi Experimental and Special Designs?
  • 60. • Experimental designs that are stronger than pre experimental designs. They are variations on the classical experimental design and are used in special situations or when an experimenter has limited control over independent variable
  • 61. What is two-Group Posttest-Only Design?
  • 62. • This is identical to the static group comparison, with one exception: The groups are randomly assigned. It has all the parts of the classical design except a pretest. The random assignment reduces the chance that the groups differed before the treatment, but without a pretest, a researcher cannot be as certain that the groups began the same an the independent variable.
  • 63. What is an interrupted time-series design?
  • 64. • An experimental design in which the dependent variable is measured periodically across many time points, and the treatment occurs in the midest of such measures, often only once. e.g.: anxiety and depression test over an anxiety patient and its treatment.
  • 65. What is an Equivalent time series Design?
  • 66. • An experimental design in which there are several repeated pretests, posttests, and treatments for one group often over a period of time. • Example; the experimenter experiments that the people who do not wear helmets can have swear head injury. The bill was passed on 1975 repelled in 1981 and reinstated in 1998.
  • 67. What is Latin Square design?
  • 68. • An experimental design used to examne whether the order or sequence in which subjects receive multiple versions of the treatment has an effect • Example; A geography teacher has three units to teach students: map reading, using a compass, LL system (longitudinal and latitudinal system )
  • 69. • In one class he used one method and in second class he used in another class and in class three he used both system in the end he took end test to check weather the learning environment improved or not.
  • 70. What is Solomon four-Group design?
  • 71. • An experimental design in which subjects are randomly assigned to two control groups and two experimental groups. Only one experimental group and one control group receive a pretest. All four Groups receive a posttest.
  • 72. • Example; A mental health worker want to determine whether a new training method improves clients’ copying skills. the worker measures coping skills with a 20 minutes test of reactions to stressful evens. Because the clients might learn coping skills from taking the test itself, a Solomon four-group design is used.
  • 73. • The mental health worker divides the clients into four groups. • Two groups receive pretest. One of them gets new training method an the other gets old training method. Another two groups receive no pretest. • All four groups are given the same posttest and posttest results are compared.
  • 74. What are Factorial designs?
  • 75. • A type of experimental design that considers the impact of several independent variables simultaneously.
  • 76. What is an interaction effect?
  • 77. • An effect of two independent variables operating simultaneously and in combination on a dependent variable. It is a larger effect than occurs from the sum of each independent variable working separately
  • 78. Internal Validity External validity What is Internal and external validity?
  • 79. Internal Validity • The ability of experimenters to strengthen the logical rigor f a casual explanation by eliminating potential alternative explanations for an association between the treatment and dependent variable through an experimental design • Variables other than the treatment that effects the dependent variable are threats to internal validity.
  • 80. External Validity • The ability to generalize the findings beyond a specific study
  • 81. What are Field Experiments?
  • 82. • A field experiment applies the scientific method to experimentally examine an intervention in the real world (or as many experimentalists like to say, naturally occurring environments) rather than in the laboratory. Field experiments, like lab experiments, generally randomize subjects (or other sampling units) into treatment and control groups and compare outcomes between these groups. • Examples include: • Clinical trials of pharmaceuticals are one example of field experiments. • Economists have used field experiments to analyze discrimination, health care programs, charitable fundraising, education, information aggregation in markets, and microfinance programs. • Engineers often conduct field tests of prototype products to validate earlier laboratory tests and to obtain broader feedback.