Behavior Analysis in Higher
Education
Behavior Analysis in Higher
Education
Alexis Apel, Kaitlin Thibodeau, & Dr. James Diller Alexis Apel, Kaitlin Thibodeau, & Dr. James Diller
Problems with the Higher Education
System
Problems with the Higher Education
System
Student work is not adequately reinforced (Keller, 1968) or it is maintained by long-term contingencies (Boyce & Hineline, 2002)
Students are taught as if they all work at the same pace (Boyce & Hineline, 2002)
Students do not receive individualized attention (Keller, 1968)
Only a small portion of students are active participants in each classroom (Boyce & Hineline, 2002)
Student work is not adequately reinforced (Keller, 1968) or it is maintained by long-term contingencies (Boyce & Hineline, 2002)
Students are taught as if they all work at the same pace (Boyce & Hineline, 2002)
Students do not receive individualized attention (Keller, 1968)
Only a small portion of students are active participants in each classroom (Boyce & Hineline, 2002)
Classroom Strategies Based on Behavior
Analysis
Classroom Strategies Based on Behavior
Analysis
Programmed Instruction
Personalized System of Instruction
Interteaching
Precision Teaching
Computer-Based Instruction
Programmed Instruction
Personalized System of Instruction
Interteaching
Precision Teaching
Computer-Based Instruction
Common Characteristics of
Behavior-Analytic Educational Methods
Common Characteristics of
Behavior-Analytic Educational Methods
Management of educational consequences
Division of course material into small units
Multiple opportunities for response
Observable behavior as a measurement of learning
Individualized instruction
Emphasis on social validity (Bernstein & Chase, 2013)
Management of educational consequences
Division of course material into small units
Multiple opportunities for response
Observable behavior as a measurement of learning
Individualized instruction
Programmed Instruction (PI): Procedure
Programmed Instruction (PI): Procedure
Clear learning objectivesSmall units of material
Logical progression of material
Active and frequent response
Immediate feedback
Priming, prompting, and fading (Fernald & Jordan, 1991)
Clear learning objectives
Small units of material
Logical progression of material
Active and frequent response
Immediate feedback
Priming, prompting, and fading (Fernald & Jordan, 1991)
Programmed Instruction: Examples
Programmed Instruction: Examples
Programmed TextsProgrammed Texts
Programmed Instruction: Examples
Programmed Instruction: Examples
Lloyd and Knutzen (1969)’s programmed psychology course
All students responded at a high and steady rate
Fernald and Jordan (1991) tested students who had received PI and read a conventional textbook on three course units in psychology
Students who received PI and students who learned from a conventional textbook performed similarly
PI was less time intensive
Lloyd and Knutzen (1969)’s programmed psychology course
All students responded at a high and steady rate
Fernald and Jordan (1991) tested students who had received PI and read a conventional textbook on three course units in psychology
Students who received PI and students who learned from a conventional textbook performed similarly
PI was less time intensive
Programmed Instruction: Benefits
Programmed Instruction: Benefits
Kulik, Cohen, and Ebeling’s (1980) meta-analysis found that when significant differences in PI and lecture classes are found, the difference favors PI
There is no difference in withdrawal rates between PI and conventional instruction (Kulik et al., 1980)
PI is less time intensive (Kulik et al., 1980)
Feedback in programmed instruction can lead to better student learning outcomes (Jaehnig & Miller, 2007)
Kulik, Cohen, and Ebeling’s (1980) meta-analysis found that when significant differences in PI and lecture classes are found, the difference favors PI
There is no difference in withdrawal rates between PI and conventional instruction (Kulik et al., 1980)
PI is less time intensive (Kulik et al., 1980)
Feedback in programmed instruction can lead to better student learning outcomes (Jaehnig & Miller, 2007)
Programmed Instruction: Limitations
Programmed Instruction: Limitations
Fewer than half of the studies comparing PI and lecture have found significant differences in student learning outcomes (Kulik et al., 1980)
Outcomes typically differ by 2 points (Kulik et al., 1980)
Student ratings of programmed instruction are mixed (Kulik et al.1980)
Fewer than half of the studies comparing PI and lecture have found significant differences in student learning outcomes (Kulik et al., 1980)
Outcomes typically differ by 2 points (Kulik et al., 1980)
Student ratings of programmed instruction are mixed (Kulik et al.1980)
Personalized System of Instruction (PSI):
Procedure
Personalized System of Instruction (PSI):
Procedure
Mastery of course material is required before a student can continue
Use of proctors to grade student work
Self-pacing
Use of printed study guides to direct learning
Use of lecture as reinforcement contingent upon student work (Keller, 1968)
Mastery of course material is required before a student can continue
Use of proctors to grade student work
Self-pacing
Use of printed study guides to direct learning
Use of lecture as reinforcement contingent upon student work (Keller, 1968)
Personalized System of Instruction: The
Keller Plan
Personalized System of Instruction: The
Keller Plan
Course material was divided into units
Classroom served as a study hall
Students could request testing
Tests were graded immediately by proctors
Students who demonstrated mastery were allowed to continue
Students who did not pass had to restudy the material and were allowed to retake the test at another time without penalty
Lectures were used as reinforcement for completion of student work (Keller, 1968)
Course material was divided into units
Classroom served as a study hall
Students could request testing
Tests were graded immediately by proctors
Students who demonstrated mastery were allowed to continue
Students who did not pass had to restudy the material and were allowed to retake the test at another time without penalty
Lectures were used as reinforcement for completion of student work (Keller, 1968)
Personalized System of Instruction:
Benefits
Personalized System of Instruction:
Benefits
Students using PSI have significantly higher exam scores and final grades, by about 8 points (Kulik, Kulik, & Cohen, 1979)
Students retain more information for longer periods of time using PSI (Bernstein & Chase, 2013; Kulik et al., 1979)
There are no significant differences in withdrawals between PSI and traditional classrooms (Kulik et al., 1979)
Students generally rate PSI as better than traditional teaching methods (Kulik et al., 1979)
Students using PSI have significantly higher exam scores and final grades, by about 8 points (Kulik, Kulik, & Cohen, 1979)
Students retain more information for longer periods of time using PSI (Bernstein & Chase, 2013; Kulik et al., 1979)
There are no significant differences in withdrawals between PSI and traditional classrooms (Kulik et al., 1979)
Students generally rate PSI as better than traditional teaching methods (Kulik et al., 1979)
Personalized System of Instruction:
Limitations
Personalized System of Instruction:
Limitations
Self-pacing component leads to procrastination (Bernstein & Chase, 2013; Eyre, 2007), but contingency management has shown to be effective in mitigating this problem (e.g. Brooke & Ruthven, 1984)
Grade distributions are either negatively skewed or bimodal (Bernstein & Chase, 2013)
Administrators may feel that instructors are not actually teaching when they use PSI (Eyre, 2007)
PSI is more time intensive for the instructor (Bernstein & Chase, 2013; Eyre, 2007)
Self-pacing component leads to procrastination (Bernstein & Chase, 2013; Eyre, 2007), but contingency management has shown to be effective in mitigating this problem (e.g. Brooke & Ruthven, 1984)
Grade distributions are either negatively skewed or bimodal (Bernstein & Chase, 2013)
Administrators may feel that instructors are not actually teaching when they use PSI (Eyre, 2007)
PSI is more time intensive for the instructor (Bernstein & Chase, 2013; Eyre, 2007)
Interteaching: Procedure
Interteaching: Procedure
Students use a preparation guide to get ready for each unit
Students discuss the guide during class
The instructor monitors and facilitates discussion
Students complete a record of the session
Instructor uses the records to construct lectures before the next interteaching session (Boyce & Hineline, 2002)
Students use a preparation guide to get ready for each unit
Students discuss the guide during class
The instructor monitors and facilitates discussion
Students complete a record of the session
Instructor uses the records to construct lectures before the next interteaching session (Boyce & Hineline, 2002)
Interteaching: Examples
Interteaching: Examples
Saville, Zinn, Neef, Norman, & Ferreri (2006) alternated interteaching and conventional instruction in a special education course
Students’ test scores were higher following interteaching than following lecture
Students scored better on final exam questions based on interteaching than questions based on lecture
Saville, Zinn, Neef, Norman, & Ferreri (2006) alternated interteaching and conventional instruction in a special education course
Students’ test scores were higher following interteaching than following lecture
Students scored better on final exam questions based on interteaching than questions based on lecture
Interteaching: Benefits
Interteaching: Benefits
Interteaching results in improved student learning outcomes (Dunn, Saville, Baker, & Marek, 2013)
Instructors can avoid being redundant during lectures (Boyce & Hineline, 2002)
Student are self-paced within a class period, rather than an entire course (Boyce & Hineline, 2002; Saville et al., 2005)
Students generally give positive feedback about interteaching (e.g., Saville et al., 2006)
Interteaching results in improved student learning outcomes (Dunn, Saville, Baker, & Marek, 2013)
Instructors can avoid being redundant during lectures (Boyce & Hineline, 2002)
Student are self-paced within a class period, rather than an entire course (Boyce & Hineline, 2002; Saville et al., 2005)
Students generally give positive feedback about interteaching (e.g., Saville et al., 2006)
Interteaching: Limitations
Interteaching: Limitations
Instructors spend a small amount of time lecturing (Boyce & Hineline, 2002), but instruct more often than in other behavioral methods (Saville, Zinn, & Elliott, 2005)
If no class credit is contingent upon effective interteaching sessions, quality of the sessions may suffer (Boyce & Hineline, 2002)
Poor students often choose to work together (Boyce & Hineline, 2002)
Instructors spend a small amount of time lecturing (Boyce & Hineline, 2002), but instruct more often than in other behavioral methods (Saville, Zinn, & Elliott, 2005)
If no class credit is contingent upon effective interteaching sessions, quality of the sessions may suffer (Boyce & Hineline, 2002)
Poor students often choose to work together (Boyce & Hineline, 2002)
Precision Teaching (PT): Procedure
Precision Teaching (PT): Procedure
Monitoring of student performance
Movement cycles e.g. writing 10 digits per minute
Acceleration and deceleration of learning for weekly growth statements
Celeration lines are used to predict future learning (Brent, 1977)
Proficiency levels: standard level of performance
Monitoring of student performance
Movement cycles e.g. writing 10 digits per minute
Acceleration and deceleration of learning for weekly growth statements
Celeration lines are used to predict future learning (Brent, 1977)
Precision Teaching: Examples
Precision Teaching: Examples
Zaritsky (1973): used PT to record the amount of homework students handed in
Significant increase in homework hand-ins
Spangler and Hankins (1975): Compared students using PT and conventional instruction in an adolescent psychology class
Students using PT performed better on a midterm exam
Zaritsky (1973): used PT to record the amount of homework students handed in
Significant increase in homework hand-ins
Spangler and Hankins (1975): Compared students using PT and conventional instruction in an adolescent psychology class
Students using PT performed better on a midterm exam
Precision Teaching: Benefits
Precision Teaching: Benefits
Data driven (Brent, 1977)Student performance
Teaching decisions
Conclusions can be drawn from PT charts without formal training (Brent, 1977)
Students prefer PT over conventional methods (Doughty et al., 2004)
Data driven (Brent, 1977)
Student performance
Teaching decisions
Conclusions can be drawn from PT charts without formal training (Brent, 1977)
Students prefer PT over conventional methods (Doughty et al., 2004)
Precision Teaching: Limitations
Precision Teaching: Limitations
Some studies find a positive impact of PT on student performance (Doughty, Chase, & O’Shields, 2004), but most of these studies do not control for the effects of practice or reinforcement rate
Studies that control for these effects have generated inconclusive results (Doughty et al., 2004)
Time intensive (Brent, 1977)
Some studies find a positive impact of PT on student performance (Doughty, Chase, & O’Shields, 2004), but most of these studies do not control for the effects of practice or reinforcement rate
Studies that control for these effects have generated inconclusive results (Doughty et al., 2004)
Time intensive (Brent, 1977)
Computer-Based Instruction (CBI):
Procedure
Computer-Based Instruction (CBI):
Procedure
Computer-Assisted Instruction: A computer teaches directly (Kulik & Kulik, 1987; Pear & Novak, 1996)
Computer-Managed Instruction: A computer performs major tasks (Kulik & Kulik, 1987; Pear & Novak, 1996)
Computer-Enriched Instruction: A computer performs supplemental tasks (Kulik & Kulik, 1987)
Computer-Assisted Instruction: A computer teaches directly (Kulik & Kulik, 1987; Pear & Novak, 1996)
Computer-Managed Instruction: A computer performs major tasks (Kulik & Kulik, 1987; Pear & Novak, 1996)
Computer-Enriched Instruction: A computer performs supplemental tasks (Kulik & Kulik, 1987)
Computer-Based Instruction: Examples
Computer-Based Instruction: Examples
Computer-Aided Personalized System of Instruction (CAPSI; Pear & Novak,1996)
Mastery, self-pacing and the use of proctors
Students studied material and took tests using the computer program
Computerized programmed instruction in an education course (Kritch & Bostow, 1998)
Small units, active response and immediate feedback
Material was presented on the computer and students responded electronically
Computer-Aided Personalized System of Instruction (CAPSI; Pear & Novak, 1996)
Mastery, self-pacing and the use of proctors
Students studied material and took tests using the computer program
Computerized programmed instruction in an education course (Kritch & Bostow, 1998)
Small units, active response and immediate feedback
Material was presented on the computer and students responded electronically
Computer-Based Instruction: Benefits
Computer-Based Instruction: Benefits
Computer-based instruction has a positive impact on student learning outcomes (Kulik & Kulik, 1987)
Computer-assisted instruction requires a high level of student participation (Pear & Novak, 1996)
Computer-based instruction is less time intensive than non-computerized methods (Kulik & Kulik, 1987)
Student ratings are moderate to high (Kulik & Kulik, 1987; Pear & Crone-Todd, 1999; Pear & Novak, 1996)
Computer-based instruction has a positive impact on student learning outcomes (Kulik & Kulik, 1987)
Computer-assisted instruction requires a high level of student participation (Pear & Novak, 1996)
Computer-based instruction is less time intensive than non-computerized methods (Kulik & Kulik, 1987)
Student ratings are moderate to high (Kulik & Kulik, 1987; Pear & Crone-Todd, 1999; Pear & Novak, 1996)
Computer Based Instruction: Limitations
Computer Based Instruction: Limitations
Students report disliking the lack of interaction with the professor and thelack of scheduled class time (Pear & Novak, 1996)
Some variations of CBI have high withdrawal rates (e.g. Pear & Crone-Todd, 1999)
Effect sizes for computer based instruction were larger in studies of shorter duration (Kulik & Kulik, 1987)
Students report disliking the lack of interaction with the professor and the lack of scheduled class time (Pear & Novak, 1996)
Some variations of CBI have high withdrawal rates (e.g. Pear & Crone-Todd, 1999)
Effect sizes for computer based instruction were larger in studies of shorter duration (Kulik & Kulik, 1987)
Future Directions
Future Directions
Behavior-analytic educational methods are not widely implemented (Bernstein & Chase, 2013)
Methodological issues
Philosophical differences
Behavior-analytic instruction offers solutions to problems in higher education
Behavior-analytic educational methods are not widely implemented (Bernstein & Chase, 2013)
Methodological issues
Philosophical differences
Behavior-analytic instruction offers solutions to problems in higher education
References
References
Bernstein, D. & Chase, P. N. (2013). Contributions of behavior analysis to higher education. In G. J. Madden (Ed.), APA Handbook of Behavior Analysis: Vol. 2. Translating Principles Into Practice (523-543)
Boyce, T. E., & Hineline, P. N. (2002). Interteaching: A strategy for enhancing the user-friendliness of behavioral arrangements in the college classroom. The Behavior Analyst, 25(2), 215-225.
Brent, G. (1977). Precision teaching: Principles and applications. Education & Treatment of Children, 1(1), 35-46.
Brooke, R. R., & Ruthven, A. J. (1984). The effects of contingency contracting on student performance in a PSI class. Teaching of Psychology, 11(2), 87-89. doi:10.1207/s15328023top1102_7
Doughty, S. S., Chase, P. N., & O'Shields, E. M. (2004). Effects of rate building on fluent performance: A review and commentary. The Behavior Analyst, 27(1), 7-23.
Dunn, D. S., Saville, B. K., Baker, S. C., & Marek, P. (2013). Evidence-based teaching: Tools and techniques that promote learning in the psychology classroom. Australian Journal of Psychology, 65(1), 5-13. doi:10.1111/ajpy.12004
Eyre, H. L. (2007). Keller's Personalized System of Instruction: Was it a fleeting fancy or is there a revival on the horizon?. The Behavior Analyst Today, 8(3), 317-324. doi:10.1037/h0100623
Jaehnig, W., & Miller, M. L. (2007). Feedback types in programmed instruction: A systematic review. The Psychological Record,57(2), 219-232.
Bernstein, D. & Chase, P. N. (2013). Contributions of behavior analysis to higher education. In G. J. Madden (Ed.), APA Handbook of Behavior Analysis: Vol. 2. Translating Principles Into Practice (523-543)
Boyce, T. E., & Hineline, P. N. (2002). Interteaching: A strategy for enhancing the user-friendliness of behavioral arrangements in the college classroom. The Behavior Analyst, 25(2), 215-225.
Brent, G. (1977). Precision teaching: Principles and applications. Education & Treatment of Children, 1(1), 35-46.
Brooke, R. R., & Ruthven, A. J. (1984). The effects of contingency contracting on student performance in a PSI class. Teaching of Psychology, 11(2), 87-89. doi:10.1207/s15328023top1102_7
Doughty, S. S., Chase, P. N., & O'Shields, E. M. (2004). Effects of rate building on fluent performance: A review and commentary. The Behavior Analyst, 27(1), 7-23.
Dunn, D. S., Saville, B. K., Baker, S. C., & Marek, P. (2013). Evidence-based teaching: Tools and techniques that promote learning in the psychology classroom. Australian Journal of Psychology, 65(1), 5-13. doi:10.1111/ajpy.12004
Eyre, H. L. (2007). Keller's Personalized System of Instruction: Was it a fleeting fancy or is there a revival on the horizon?. The Behavior Analyst Today, 8(3), 317-324. doi:10.1037/h0100623
Jaehnig, W., & Miller, M. L. (2007). Feedback types in programmed instruction: A systematic review. The Psychological Record,57(2), 219-232.
Kritch, K. M., & Bostow, D. E. (1998). Degree of constructed-response interaction in computer-based programmed instruction. Journal of Applied Behavior Analysis, 31(3), 387-398. doi:10.1901/jaba.1998.31-387
Keller, F. S. (1968). “Good-bye teacher…”. Journal of Applied Behavior Analysis, 1(1), 79-89. doi: 10.1901/jaba.1968.1-79
Kulik, J. A., Cohen, P.A., & Ebeling, B. J. (1980). Effectiveness of programmed instruction in higher education: A meta-analysis of findings. Educational Evaluation and Policy Analysis, 2 (6), 51-64. doi: 10.3102/01623737002006051
Kulik, J. A., & Kulik, C. C. (1987). Review of recent research literature on computer-based instruction. Contemporary Educational Psychology, 12(3), 222-230. doi:10.1016/S0361-476X(87)80027-9
Kulik, J. A., Kulik, C. C., & Cohen, P. A. (1979). A meta-analysis of outcome studies of Keller's personalized system of instruction. American Psychologist, 34(4), 307-318. doi:10.1037/0003-066X.34.4.307
Lindsley, O. R. (1964). Direct measurement and prosthesis of retarded behavior. Journal of Education, 147. 62-81.
Lloyd, K. E., & Knutzen, N. J. (1969). A self-paced programmed undergraduate course in the experimental analysis of behavior. Journal of Applied Behavior Analysis, 2(2), 125-133. doi:10.1901/jaba.1969.2-125
Kritch, K. M., & Bostow, D. E. (1998). Degree of constructed-response interaction in computer-based programmed instruction. Journal of Applied Behavior Analysis, 31(3), 387-398. doi:10.1901/jaba.1998.31-387
Keller, F. S. (1968). “Good-bye teacher…”. Journal of Applied Behavior Analysis, 1(1), 79-89. doi: 10.1901/jaba.1968.1-79
Kulik, J. A., Cohen, P.A., & Ebeling, B. J. (1980). Effectiveness of programmed instruction in higher education: A meta-analysis of findings. Educational Evaluation and Policy Analysis, 2 (6), 51-64. doi: 10.3102/01623737002006051
Kulik, J. A., & Kulik, C. C. (1987). Review of recent research literature on computer-based instruction. Contemporary Educational Psychology, 12(3), 222-230. doi:10.1016/S0361-476X(87)80027-9
Kulik, J. A., Kulik, C. C., & Cohen, P. A. (1979). A meta-analysis of outcome studies of Keller's personalized system of instruction. American Psychologist, 34(4), 307-318. doi:10.1037/0003-066X.34.4.307
Lindsley, O. R. (1964). Direct measurement and prosthesis of retarded behavior. Journal of Education, 147. 62-81.
Lloyd, K. E., & Knutzen, N. J. (1969). A self-paced programmed undergraduate course in the experimental analysis of behavior. Journal of Applied Behavior Analysis, 2(2), 125-133. doi:10.1901/jaba.1969.2-125
Pear, J. J., & Crone-Todd, D. E. (1999). Personalized system of instruction in cyberspace. Journal of Applied Behavior Analysis,32(2), 205-209. doi:10.1901/jaba.1999.32-205
Pear, J. J., & Novak, M. (1996). Computer-aided personalized system of instruction: A program evaluation. Teaching of Psychology, 23(2), 119-123. doi:10.1207/s15328023top2302_14
Saville, B. K., Zinn, T. E., Neef, N. A., Van Norman, R., & Ferreri, S. J. (2006). A comparison of interteaching and lecture in the college classroom. Journal of Applied Behavior Analysis, 39(1), 49-61. doi:10.1901/jaba.2006.42-05
Saville, B. K., Zinn, T. E., & Elliott, M. P. (2005). Interteaching Versus Traditional Methods of Instruction: A Preliminary Analysis. Teaching of Psychology, 32(3), 161-163. doi:10.1207/s15328023top3203_6
Spangler, R. S., & Hankins, N. E. (1975). Comparison of two evaluative procedures on retention by college students. Psychological Reports, 36(2), 613-614. doi:10.2466/pr0.1975.36.2.613
Zaritsky, J. (1973). Behavioral management techniques as applied to homework hand-ins: Precision teaching with college students. Reading Research and Instruction, 12(4), 269-275. doi:10.1080/19388077309557209
Pear, J. J., & Crone-Todd, D. E. (1999). Personalized system of instruction in cyberspace. Journal of Applied Behavior Analysis,32(2), 205-209. doi:10.1901/jaba.1999.32-205
Pear, J. J., & Novak, M. (1996). Computer-aided personalized system of instruction: A program evaluation. Teaching of Psychology, 23(2), 119-123. doi:10.1207/s15328023top2302_14
Saville, B. K., Zinn, T. E., Neef, N. A., Van Norman, R., & Ferreri, S. J. (2006). A comparison of interteaching and lecture in the college classroom. Journal of Applied Behavior Analysis, 39(1), 49-61. doi:10.1901/jaba.2006.42-05
Saville, B. K., Zinn, T. E., & Elliott, M. P. (2005). Interteaching Versus Traditional Methods of Instruction: A Preliminary Analysis. Teaching of Psychology, 32(3), 161-163. doi:10.1207/s15328023top3203_6
Spangler, R. S., & Hankins, N. E. (1975). Comparison of two evaluative procedures on retention by college students. Psychological Reports, 36(2), 613-614. doi:10.2466/pr0.1975.36.2.613
Zaritsky, J. (1973). Behavioral management techniques as applied to homework hand-ins: Precision teaching with college students. Reading Research and Instruction, 12(4), 269-275. doi:10.1080/19388077309557209