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The Promise and the Reality:
 Exploring the Research on
     Virtual Schooling

       Michael K. Barbour
         Assistant Professor
        Wayne State University
Agenda
• What does the literature and research say?

• What does this mean for K-12 online learning?


• What should we do next?
3
Literature Reviews
1. Rice (2006)
  – Journal of Research on Technology in
     Education


1. Barbour & Reeves (2009)
  – Computers and Education

1. Cavanaugh, Barbour, & Clark (2009)
  – International Review of Research in Open
What does the literature say?
• “based upon the personal experiences of
  those involved in the practice of virtual
  schooling” (Cavanaugh et al., 2009)

• described the literature as generally falling
  into one of two general categories: the
  potential benefits of and challenges facing K-
  12 online learning (Barbour & Reeves, 2009)
What about research?
• “a paucity of research exists when
  examining high school students enrolled
  in virtual schools, and the research base
  is smaller still when the population of
  students is further narrowed to the
  elementary grades”

                               (Rice, 2006)
Is this a problem?
“indicative of the foundational descriptive work
that often precedes experimentation in any
scientific field. In other words, it is important to
know how students in virtual school engage in
their learning in this environment prior to
conducting any rigorous examination of virtual
schooling.”

                           (Cavanaugh et al., 2009)
What does the research say?
1. Comparisons of student performance based upon
   delivery model (i.e., classroom vs. online)
2. Studies examining the qualities and characteristics
   of the teaching/learning experience
   – characteristics of
   – supports provided to
   – issues related to isolation of online learners (Rice, 2006)

1. Effectiveness of virtual schooling
2. Student readiness and retention issues (Cavanaugh
   et al., 2009)
So, what does the student
performance research say?
Student Performance
• performance of virtual
  and classroom students
  in Alberta were similar
  in English and Social
  Studies courses, but
  that classroom students
  performed better
  overall in all other
  subject areas (Ballas &
  Belyk, 2000)
Student Performance
• over half of the students who
  completed FLVS courses
  scored an A in their course and
  only 7% received a failing
  grade (Bigbie & McCarroll,
  2000)

• students in the six virtual
  schools in three different
  provinces performed no worse
  than the students from the
  three conventional schools
  (Barker & Wendel, 2001)
Student Performance
• FLVS students performed
  better on a non-mandatory
  assessment tool than students
  from the traditional classroom
  (Cavanaugh et al., 2005)

• FLVS students performed
  better on an assessment of
  algebraic understanding than
  their classroom counterparts
  (McLeod et al., 2005)
Let’s look a little closer...
Students and Student Performance
Ballas &      performance of virtual and    participation rate in the
Belyk, 2000   classroom students similar    assessment among virtual
              in English & Social Studies   students ranged from 65% to
              courses, but classroom        75% compared to 90% to
              students performed better     96% for the classroom-based
              in all other subject areas    students


Bigbie &      over half of the students     between 25% and 50% of
McCarroll,    who completed FLVS            students had dropped out
2000          courses scored an A in        of their FLVS courses over
              their course and only 7%      the previous two-year
              received a failing grade      period
Students and Student Performance
Cavanaugh et FLVS students performed      speculated that the virtual
al., 2005    better on a non-             school students who did
             mandatory assessment         take the assessment may
             tool than students from      have been more
             the traditional classroom    academically motivated and
                                          naturally higher achieving
                                          students

McLeod et    FLVS students performed      results of the student
al., 2005    better on an assessment      performance were due to
             of algebraic understanding   the high dropout rate in
             than their classroom         virtual school courses
             counterparts
Student Performance and Students



So are we really
comparing apples to
apples?
The Students
• the vast majority of VHS
  Global Consortium students
  in their courses were
  planning to attend a
  four-year college (Kozma,
  Zucker & Espinoza, 1998)


• “VHS courses are
  predominantly designated as
  ‘honors,’ and students
  enrolled are mostly college
  bound” (Espinoza et al., 1999)
The Students

The preferred characteristics
include the highly motivated,
self-directed, self-disciplined,
independent learner who
could read and write well,
and who also had a strong
interest in or ability with
technology (Haughey &
Muirhead, 1999)
The Students
• “only students with a high
  need to control and structure
  their own learning may
  choose distance formats
  freely” (Roblyer & Elbaum,
  2000)

• IVHS students were “highly
  motivated, high achieving,
  self-directed and/or who liked
  to work independently” (Clark
  et al., 2002)
The Students
• the typical online student
  was an A or B student
  (Mills, 2003)

• 45% of the students who
  participated in e-learning
  opportunities in Michigan
  were “either advanced
  placement or
  academically advanced”
  students (Watkins, 2005)
But does this represent all of
    our online students?
Student Reality???
• two courses with the highest enrollment of online
  students in the US are Algebra I & Algebra II
  (Patrick, 2007)
• largest proportion of growth in K–12 online
  learning enrollment is with full-time cyber schools
  (Watson et al., 2008)
• many cyber schools have a higher percentage of
  students classified as “at-risk” (Klein, 2006)
• at-risk students are as those who might otherwise
  drop out of traditional schools (Rapp, Eckes &
  Plurker, 2006)
Literature
indicates K-12
online learning
students are...
Reality of most or
a large segment
K-12 online
learning
students?
Problem With Student
 Performance Studies
Cavanaugh (2001)
• Allen & Thompson (1995)
• Blanton et al. (1997)
• Burkman (1994)
• Center for Applied Special Technology (1996)
• Erickson (1992)
• Gray (1996)
• Hinnant (1994)


• Libler (1991)
• Martin & Rainey (1993)
Problem of Effect Sizes




Reverse
Effects
Problem of Effect Sizes



Developmental
Effects
Problem of Effect Sizes

    Teacher
    Effects
Problem of Effect Sizes


                    Zone of
                    Desired Effects
Synthesis of Meta-Analysis
• Cavanaugh (2001) - 16 studies
  – +0.147 in favor of K-12 distance education

• Cavanaugh et al. (2004) - 14 studies
  – -0.028 for K-12 distance education

• Means et al. (2009) - 46 studies (5 on K-12)
  – +0.24 favoring online over face-to-face
  – +0.35 favoring blended over face-to-face*
Results of Interest
• Second and third chance programs (d=0.50)
• Matching style of learning (d=0.40)
• Computer assisted instruction (d=0.37)
• Decreasing disruptive behavior (d=0.34)
• Programmed instruction (d=0.24)
• Individualized instruction (d=0.23)
• Class size (d=0.21)
• Charter schools (d=0.20)
• Web-based learning (d=0.18)
• Home-school programs (d=0.16)
• Teacher training (d=0.11)
• Teacher subject matter knowledge (d=0.09)
• Distance education (d=0.09)
• Student control over learning (d=0.04)
                                              32
Results to Consider
•   Providing formative evaluation (d=0.90)
•   Micro teaching (d=0.88)
•   Teacher clarity (d=0.75)
•   Providing feedback (d=0.73)
•   Teacher-student relationships (d=0.72)
•   Teaching strategies (d=0.60)
•   Cooperative vs. individualistic learning (d=0.59)
•   Study skills (d=0.59)
•   Direct instruction (d=0.59)
•   Mastery learning (d=0.58)
•   Worked examples (d=0.57)
•   Concept mapping (d=0.57)
•   Goals (d=0.56)
•   Peer tutoring (d=0.55)
•   Cooperative vs. competitive learning (d=0.54)
What about the other research?
Problematic Research
Online         7 principles of    Interviews with teachers and course
Course         effective online   developers at a single virtual school,
Design         course content     with no verification of whether the
               for adolescent     interviewees’ perceptions were actually
Barbour        learners           effective or any student input at all for
(2005; 2007)                      that matter.


Online         37 best            Interviews with teachers at a single
Teaching       practices in       virtual school selected by the virtual
               asynchronous       school itself. Their teachers’ beliefs
DiPietro et    online teaching    were not validated through observation
al. (2008)                        of the teaching or student performance.
Is there a better way?
Design-Based Research




                   Reeves (2006)
Virtual High School Global Consortium
 • annual evaluations
   – e.g., Espinoza, Dove, Zucker & Kozma, 1999;
     Kozma, Zucker & Espinoza, 1998; Kozma, Zucker,
     Espinoza, McGhee, Yarnall & Zalles, 2000
 • content-specific investigations
   – e.g., Elbaum, McIntyre & Smith, 2002; Yamashiro
     & Zucker, 1999
 • final evaluation
   – e.g., Zucker & Kozma, 2003
The Challenge

Whether online
 learning can
 be suitable for
 all K-12
 students?
 (Mulcahy, 2002)
Your
Questions
  and
Comments
Assistant Professor
     Wayne State University, USA
        mkbarbour@gmail.com
   http://www.michaelbarbour.com
http://virtualschooling.wordpress.com

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  • 1. The Promise and the Reality: Exploring the Research on Virtual Schooling Michael K. Barbour Assistant Professor Wayne State University
  • 2. Agenda • What does the literature and research say? • What does this mean for K-12 online learning? • What should we do next?
  • 3. 3
  • 4. Literature Reviews 1. Rice (2006) – Journal of Research on Technology in Education 1. Barbour & Reeves (2009) – Computers and Education 1. Cavanaugh, Barbour, & Clark (2009) – International Review of Research in Open
  • 5. What does the literature say? • “based upon the personal experiences of those involved in the practice of virtual schooling” (Cavanaugh et al., 2009) • described the literature as generally falling into one of two general categories: the potential benefits of and challenges facing K- 12 online learning (Barbour & Reeves, 2009)
  • 6. What about research? • “a paucity of research exists when examining high school students enrolled in virtual schools, and the research base is smaller still when the population of students is further narrowed to the elementary grades” (Rice, 2006)
  • 7. Is this a problem? “indicative of the foundational descriptive work that often precedes experimentation in any scientific field. In other words, it is important to know how students in virtual school engage in their learning in this environment prior to conducting any rigorous examination of virtual schooling.” (Cavanaugh et al., 2009)
  • 8. What does the research say? 1. Comparisons of student performance based upon delivery model (i.e., classroom vs. online) 2. Studies examining the qualities and characteristics of the teaching/learning experience – characteristics of – supports provided to – issues related to isolation of online learners (Rice, 2006) 1. Effectiveness of virtual schooling 2. Student readiness and retention issues (Cavanaugh et al., 2009)
  • 9. So, what does the student performance research say?
  • 10. Student Performance • performance of virtual and classroom students in Alberta were similar in English and Social Studies courses, but that classroom students performed better overall in all other subject areas (Ballas & Belyk, 2000)
  • 11. Student Performance • over half of the students who completed FLVS courses scored an A in their course and only 7% received a failing grade (Bigbie & McCarroll, 2000) • students in the six virtual schools in three different provinces performed no worse than the students from the three conventional schools (Barker & Wendel, 2001)
  • 12. Student Performance • FLVS students performed better on a non-mandatory assessment tool than students from the traditional classroom (Cavanaugh et al., 2005) • FLVS students performed better on an assessment of algebraic understanding than their classroom counterparts (McLeod et al., 2005)
  • 13. Let’s look a little closer...
  • 14. Students and Student Performance Ballas & performance of virtual and participation rate in the Belyk, 2000 classroom students similar assessment among virtual in English & Social Studies students ranged from 65% to courses, but classroom 75% compared to 90% to students performed better 96% for the classroom-based in all other subject areas students Bigbie & over half of the students between 25% and 50% of McCarroll, who completed FLVS students had dropped out 2000 courses scored an A in of their FLVS courses over their course and only 7% the previous two-year received a failing grade period
  • 15. Students and Student Performance Cavanaugh et FLVS students performed speculated that the virtual al., 2005 better on a non- school students who did mandatory assessment take the assessment may tool than students from have been more the traditional classroom academically motivated and naturally higher achieving students McLeod et FLVS students performed results of the student al., 2005 better on an assessment performance were due to of algebraic understanding the high dropout rate in than their classroom virtual school courses counterparts
  • 16. Student Performance and Students So are we really comparing apples to apples?
  • 17. The Students • the vast majority of VHS Global Consortium students in their courses were planning to attend a four-year college (Kozma, Zucker & Espinoza, 1998) • “VHS courses are predominantly designated as ‘honors,’ and students enrolled are mostly college bound” (Espinoza et al., 1999)
  • 18. The Students The preferred characteristics include the highly motivated, self-directed, self-disciplined, independent learner who could read and write well, and who also had a strong interest in or ability with technology (Haughey & Muirhead, 1999)
  • 19. The Students • “only students with a high need to control and structure their own learning may choose distance formats freely” (Roblyer & Elbaum, 2000) • IVHS students were “highly motivated, high achieving, self-directed and/or who liked to work independently” (Clark et al., 2002)
  • 20. The Students • the typical online student was an A or B student (Mills, 2003) • 45% of the students who participated in e-learning opportunities in Michigan were “either advanced placement or academically advanced” students (Watkins, 2005)
  • 21. But does this represent all of our online students?
  • 22. Student Reality??? • two courses with the highest enrollment of online students in the US are Algebra I & Algebra II (Patrick, 2007) • largest proportion of growth in K–12 online learning enrollment is with full-time cyber schools (Watson et al., 2008) • many cyber schools have a higher percentage of students classified as “at-risk” (Klein, 2006) • at-risk students are as those who might otherwise drop out of traditional schools (Rapp, Eckes & Plurker, 2006)
  • 24. Reality of most or a large segment K-12 online learning students?
  • 25. Problem With Student Performance Studies
  • 26. Cavanaugh (2001) • Allen & Thompson (1995) • Blanton et al. (1997) • Burkman (1994) • Center for Applied Special Technology (1996) • Erickson (1992) • Gray (1996) • Hinnant (1994) • Libler (1991) • Martin & Rainey (1993)
  • 27. Problem of Effect Sizes Reverse Effects
  • 28. Problem of Effect Sizes Developmental Effects
  • 29. Problem of Effect Sizes Teacher Effects
  • 30. Problem of Effect Sizes Zone of Desired Effects
  • 31. Synthesis of Meta-Analysis • Cavanaugh (2001) - 16 studies – +0.147 in favor of K-12 distance education • Cavanaugh et al. (2004) - 14 studies – -0.028 for K-12 distance education • Means et al. (2009) - 46 studies (5 on K-12) – +0.24 favoring online over face-to-face – +0.35 favoring blended over face-to-face*
  • 32. Results of Interest • Second and third chance programs (d=0.50) • Matching style of learning (d=0.40) • Computer assisted instruction (d=0.37) • Decreasing disruptive behavior (d=0.34) • Programmed instruction (d=0.24) • Individualized instruction (d=0.23) • Class size (d=0.21) • Charter schools (d=0.20) • Web-based learning (d=0.18) • Home-school programs (d=0.16) • Teacher training (d=0.11) • Teacher subject matter knowledge (d=0.09) • Distance education (d=0.09) • Student control over learning (d=0.04) 32
  • 33. Results to Consider • Providing formative evaluation (d=0.90) • Micro teaching (d=0.88) • Teacher clarity (d=0.75) • Providing feedback (d=0.73) • Teacher-student relationships (d=0.72) • Teaching strategies (d=0.60) • Cooperative vs. individualistic learning (d=0.59) • Study skills (d=0.59) • Direct instruction (d=0.59) • Mastery learning (d=0.58) • Worked examples (d=0.57) • Concept mapping (d=0.57) • Goals (d=0.56) • Peer tutoring (d=0.55) • Cooperative vs. competitive learning (d=0.54)
  • 34. What about the other research?
  • 35. Problematic Research Online 7 principles of Interviews with teachers and course Course effective online developers at a single virtual school, Design course content with no verification of whether the for adolescent interviewees’ perceptions were actually Barbour learners effective or any student input at all for (2005; 2007) that matter. Online 37 best Interviews with teachers at a single Teaching practices in virtual school selected by the virtual asynchronous school itself. Their teachers’ beliefs DiPietro et online teaching were not validated through observation al. (2008) of the teaching or student performance.
  • 36. Is there a better way?
  • 37. Design-Based Research Reeves (2006)
  • 38. Virtual High School Global Consortium • annual evaluations – e.g., Espinoza, Dove, Zucker & Kozma, 1999; Kozma, Zucker & Espinoza, 1998; Kozma, Zucker, Espinoza, McGhee, Yarnall & Zalles, 2000 • content-specific investigations – e.g., Elbaum, McIntyre & Smith, 2002; Yamashiro & Zucker, 1999 • final evaluation – e.g., Zucker & Kozma, 2003
  • 39. The Challenge Whether online learning can be suitable for all K-12 students? (Mulcahy, 2002)
  • 41. Assistant Professor Wayne State University, USA mkbarbour@gmail.com http://www.michaelbarbour.com http://virtualschooling.wordpress.com

Notas del editor

  1. Benefits = Expanding educational access; Providing high-quality learning opportunities; and Allowing for educational choice Challenges = Student readiness issues and retention issues
  2. American Journal of Distance Education (United States) - 8 US Journal of Distance Education (Canada) - 4 Cdn / 1 Aus Distance Education (Australia) - 2 Aus / 4 US Journal of Distance Learning (New Zealand) - 1 NZ / 1 Cdn / 1 US-Cdn Last five years - 24 articles out of a total of 262 related to K-12 distance education
  3. This is actually quite normal
  4. Common link between both assessments is the pre-occupation of researchers with comparing student performance in an effort to show the effectiveness of online
  5. As research into comparing student performance between face-to-face and online environments is both the common theme and, by far, the dominant theme... Let ’ s take a closer look at this body of research.
  6. Canadian province of Alberta - online students do as well as classroom students in Social Studies and English, classroom students better in other areas
  7. In their two-year evaluation, Bigbie and McCarrol found that more than 50% of Florida Virtual students get As in their courses and very few students failed I n examining 6 virtual schools in 3 Canadian provinces, Barker and Wendel found that online and classroom students performed the same
  8. In a NCREL funded study, Cavanaugh and her colleagues found online students in Florida performed better than classroom students Similarly in another NCREL funded study, McLeod and his colleagues found online students in Florida performed better in algebra
  9. But does this tell really tell the full story???
  10. Ballas & Belyk had dramatically differing participation rates - how would the 20%-30% missing from the online group have scored? Bigbie & McCarroll had a significant drop-out rate in the online courses - how would the results have differed had those students stayed enrolled?
  11. Cavanaugh and her colleagues speculated that the online students were simply better students McLeod and his colleagues speculated their results were due to the fact that weaker students had dropped out of the online course
  12. Let ’ s examine who the literature says is enrolled in K-12 online learning...
  13. First year evaluation of VHS - majority are planning to attend a four year college Second year evaluation - most are honors students and college bound
  14. Highly motivated, self-directed, self-disciplined, independent learners who could read and write well, and had a strong interest in or ability with technology
  15. need to control and structure their learning highly motivated, high achieving, self-directed, independent workers
  16. A or B students half are academically advanced or AP students
  17. However, is that really the description of all K-12 online learning students?
  18. Supplemental - algebra Full-time - higher proportion of at-risk students
  19. The research is based upon the best and the brightest.
  20. However, we know from practice that this does not reflect all or even the majority of K-12 online learners. So the population of students the research focuses on is one of the main limitations of the usefulness (and even the believability) of much of that research.
  21. Another problem is what we measure... 1. Correlation does not equal causality 2. Single studies measure if there is a difference between two groups beyond chance Need for meta-analysis...
  22. A K-12 online learning example from earlier Cathy took 16 individual studies and combined the results to determine an overall effect size.
  23. Things that hurt student learning
  24. 0.15 - The amount a student would increase simply from being a year older and a year wiser / maturity
  25. 0.25 - The amount student learning increases based upon an average teacher
  26. 0.40 - The magic number... If it doesn ’ t reach beyond 0.4, it likely isn ’ t worth it. Some scholars have argued as high as 0.6 or 0.8. Recall earlier I mentioned three different meta-analysis related to K-12 online learning.
  27. Cavanaugh (2001) - developmental effects Cavanaugh et al. (2004) - reverse effects Means et al. (2009) - online = teacher effects & blended = developmental effects + teacher effects
  28. In fact, if you look at many of the factors that proponents of K-12 online learning trumpet, most have little impact on student learning beyond what an average teacher and the normal process of aging would have. So, what do Hattie ’ s findings tell us?
  29. Good teachers and the act of teaching well can have significant impacts Some design and delivery lessons applicable to K-12 online learning: direct instruction, mastery learning, worked examples, concept mapping, setting goals But this is just the research on student performance, what about the other research?
  30. Most of the remainder research is also problematic - primarily due to methodological limitations and overreaching Barbour - principles of effective online course design based upon interviews with teachers at a single virtual school DiPietro et al. - best practice in online teaching based upon interviews with teachers at a single virtual school
  31. Which naturally leads to the question of how should we be doing educational research when it comes to K-12 online learning?
  32. Begins with the involvement of the local stakeholders in identifying the challenges to be addressed and the interventions to be used. In addition to trying to solve the local problem, there is a focus on the development of theory to explain what occurs in the local context. Finally, there are multiple cycles of analysis and revisions to ensure that changes become part of the routine of those involved in the system. Probably the only example or closest example of DBR in the K-12 online learning field is the Virtual High School Global Consortium.
  33. The VHS Global Consortium was established through a five year, $7.4 million federal grant, as such there was an expectation for evaluations and research. This research was conducted with the VHS staff as a full participant (i.e., being involved in identifying the issues that needed to be examined, assisting in the design and completion of the research, implementing the recommendations, and then repeating the process to ensure the recommendations had the desired outcomes). As a result of these cycles of inquiry that examined a variety of problems in this specific context, along with the close relationship between VHS staff and the SRI International evaluation team in the design of both the virtual school and the evaluations, much of what is still known about virtual schools comes from this refined approach. It is also worth noting that the VHS has not only continued to operate since the end of the initial federal funding, but has thrived. In fact, the VHS is one of the largest and most successful virtual schools, and one of the few virtual schools that doesn ’ t rely upon direct government funding.
  34. It all depends. If all we have is a single method that we use to design, delivery and support online learning; how is that really different than the teacher that lectures every single day, expecting their students - who are frantically taking notes - to keep up. The way we design, delivery and support online learning targeted to at-risk students must be different than online learning targeted to AP students. One of the best ways to figure out how to do that and do it well, is to have our research focus on local challenges through methodologies like design-based research.