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QUANTITATIVE RESEARCH
METHODOLOGIES



    SINGLE-SUBJECT
       RESEARCH
ESSENTIAL
     CHARACTERISTICS
Data  are collected and
 analyzed for only one subject
 at one time.
Most commonly used to study
 the changes in behavior
THE GRAPHING OF
    SINGLE-SUBJECT DESIGNS
Researchers primarily use line
 graphs to;
 Present their data
 Illustrate the effects of a particular
 intervention or treatment.
THE A-B DESIGN
 Collecting data on the same subject,
  operating as his or her own control under
  two conditions or phases.
 First condition (A); pretreatment condition

 Second condition (B); treatment or
  intervention condition, introduced and
  maintained for a period of time.
 figure 14.2 A-B Design.jpg
DISADVANTAGE OF A-B DESIGN


Researcher   does not know
 whether any behavior
 change occurred because
 of the treatment.
THE A-B-A DESIGN
 Sometimes   called reversal design
 Researchers simply add another
  baseline period
 To get stronger evidence for the
  effectiveness of the intervention
 Reduce threats to internal validity


   figure 14.3 A-B-A Design.jpg
DISADVANTAGE OF A-B-A DESIGN

Itinvolves leaving the subjects in
 the A condition.

Studiesended without some
 degree of final improvement.
THE A-B-A-B DESIGN

 Two baseline periods are combined with two
  treatment periods.
 Permits the effectiveness of the treatment.

 Avoids leaving subject without an intervention.

 Demonstrate that dependent variable changes as
  independent variable is applied.

   figure 14.4 A-B-A-B Design.jpg
DISADVANTAGES OF A-B-A-B DESIGN


The    possibility of data-collector
 bias

An  instrumentation effect; need for
 an extensive number of data
 collections period
THE B-A-B DESIGN

 Involvesa treatment followed by a
 baseline by a return to the treatment.

 Appropriate   when there is a lack of
 behavior.

 figure   14.5 B-A-B Design.jpg
THE A-B-C-B DESIGN

 Further   modification of the A-B-A design.

 The intervention is changed to control for any
 extra attention the subject may have received.

 Contingent(or selective) praise is critical for
 improved responsiveness.

 figure   14.6 A-B-C-B Design.jpg
MULTIPLE-BASELINE DESIGNS

 Researcher   do more than collect data on one
  behavior.
 They collect on several behaviors for one
  subject.
 Researchers systematically apply the
  treatment at different time for each behavior.
 figure 14.8 Multiple-Baseline Design.jpg

 Treatment is applied to change behaviors
  accordingly.
THREATS TO INTERNAL VALIDITY

1.   Condition length
2.   Number of variables changed when moving
     from one condition to another.
3.   Degree and speed of change.
4.   Return to baseline level
5.   Independence of behavior
6.   Number of baseline
THINGS TO PONDER
 Whichdo you think is easier to
 conduct: single subject or group
 comparison research? Why?

 What sorts of behaviors might require
 only a few data points to establish a
 baseline?

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Presentation edu 702

  • 1. QUANTITATIVE RESEARCH METHODOLOGIES SINGLE-SUBJECT RESEARCH
  • 2. ESSENTIAL CHARACTERISTICS Data are collected and analyzed for only one subject at one time. Most commonly used to study the changes in behavior
  • 3. THE GRAPHING OF SINGLE-SUBJECT DESIGNS Researchers primarily use line graphs to; Present their data Illustrate the effects of a particular intervention or treatment.
  • 4. THE A-B DESIGN  Collecting data on the same subject, operating as his or her own control under two conditions or phases.  First condition (A); pretreatment condition  Second condition (B); treatment or intervention condition, introduced and maintained for a period of time.  figure 14.2 A-B Design.jpg
  • 5. DISADVANTAGE OF A-B DESIGN Researcher does not know whether any behavior change occurred because of the treatment.
  • 6. THE A-B-A DESIGN  Sometimes called reversal design  Researchers simply add another baseline period  To get stronger evidence for the effectiveness of the intervention  Reduce threats to internal validity  figure 14.3 A-B-A Design.jpg
  • 7. DISADVANTAGE OF A-B-A DESIGN Itinvolves leaving the subjects in the A condition. Studiesended without some degree of final improvement.
  • 8. THE A-B-A-B DESIGN  Two baseline periods are combined with two treatment periods.  Permits the effectiveness of the treatment.  Avoids leaving subject without an intervention.  Demonstrate that dependent variable changes as independent variable is applied.  figure 14.4 A-B-A-B Design.jpg
  • 9. DISADVANTAGES OF A-B-A-B DESIGN The possibility of data-collector bias An instrumentation effect; need for an extensive number of data collections period
  • 10. THE B-A-B DESIGN  Involvesa treatment followed by a baseline by a return to the treatment.  Appropriate when there is a lack of behavior.  figure 14.5 B-A-B Design.jpg
  • 11. THE A-B-C-B DESIGN  Further modification of the A-B-A design.  The intervention is changed to control for any extra attention the subject may have received.  Contingent(or selective) praise is critical for improved responsiveness.  figure 14.6 A-B-C-B Design.jpg
  • 12. MULTIPLE-BASELINE DESIGNS  Researcher do more than collect data on one behavior.  They collect on several behaviors for one subject.  Researchers systematically apply the treatment at different time for each behavior.  figure 14.8 Multiple-Baseline Design.jpg  Treatment is applied to change behaviors accordingly.
  • 13. THREATS TO INTERNAL VALIDITY 1. Condition length 2. Number of variables changed when moving from one condition to another. 3. Degree and speed of change. 4. Return to baseline level 5. Independence of behavior 6. Number of baseline
  • 14. THINGS TO PONDER  Whichdo you think is easier to conduct: single subject or group comparison research? Why?  What sorts of behaviors might require only a few data points to establish a baseline?