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Data-based decision making: 
Tools for determining best practices 
in grouping and service delivery 
2014 Rutgers Gifted Education Conference 
11/20/14 
Elissa F. Brown, Ph.D. 
Elissabrown21@gmail.com 
Dr. E. Brown, Hunter College, New York 1
2 
“With all the 
educational 
reform that has 
taken place since 
the turn of the 
century, 
how come so little 
has changed?” 
Larry Cuban 
Dr. E. Brown, Hunter College, New York
The placement or program model fundamentally 
serves as a vehicle to group or organize students 
together but programming, in practice, 
sometimes referred to as a service delivery 
model, is not the same thing as service. 
Placement is a management strategy. It must 
be coupled with curriculum and instructional 
modifications in order for substantial and 
positive academic and social-emotional effects 
to occur for gifted and talented students. 
Brown, E. & Stambaugh, T. (2014). Placement of students who are gifted. In J. Bakken, F. Obiakor, 
and A. Rotatori, (Eds.) Gifted Education Current Perspectives and Issues, Advances in Special 
Education, vol. 26, pp 41-69. 
Dr. E. Brown, Hunter College, New York 3
Standard 5. Programming 
Is a properly funded 
continuum of services 
provided that offers a 
variety of programming and 
learning options that are 
collaboratively developed 
and implemented and that 
enhance student 
performance in cognitive 
and affective areas? 
Dr. E. Brown, Hunter College, New York 4
Characteristics of Giftedness 
that impact instructional practices 
• May be developmentally advanced in one or 
more areas (uneven development) 
• Learn at a faster pace in selected areas 
• Ask and explore complex abstract questions 
and issues 
• Experience complex social relationships and 
issues 
• Desire individual responsibility 
Dr. E. Brown, Hunter College, New York 5
Characteristics of Giftedness 
that impact instructional practices (cont.) 
• Are sensitive 
• Are hypercritical of self and others (high 
expectations) 
• Question authority 
• May be introverted 
• May experience learning problems and 
underachievement for the first time 
• May become “bored”, withdrawn, isolated, 
and display low self-concept 
Dr. E. Brown, Hunter College, New York 6
Key Linkages of Special Education and General 
Education in Program Development for the Gifted 
Gifted 
Education 
General 
Education 
Special 
Education 
Curriculum 
Evaluation 
Instructional 
Processes 
Philosophy & Goals 
Materials/Resources 
Identification/Assessment 
Program Administration 
Grouping Strategies 
Teacher Training 
Advocacy 
Dr. E. Brown, Hunter College, New York 7
Decision Tree: Macro 
Acceleration Enrichment 
Dr. E. Brown, Hunter College, New York 8
Why do we accelerate? 
1) Acceleration matches the level and complexity of the 
curriculum with the readiness and motivation of the child. 
2) Acceleration has one of the longest and most robost 
research bases in the gifted field. 
3) Acceleration is consistently effective with gifted students. 
4) Accelerations allows for more tailored instructional 
planning. 
5) Acceleration facilitates individual learning at an appropriate 
level of challenge (eg meets individual needs) 
Colangelo, Assouline, & Gross (2004). A nation deceived: How schools hold back America’s brightest students. Templeton Foundation 
Dr. E. Brown, Hunter College, New York 9
Issues in Grouping & Acceleration 
Grouping 
• Timeframes for grouping 
• Subject Areas 
• Teacher qualifications 
• Documentation of student 
growth 
• Tailoring instruction 
• Flexibility 
• Type of grouping most 
beneficial for student & 
district 
Acceleration 
• Consider the degree of 
giftedness and specific 
aptitude(s) 
• Teacher qualifications 
• Program articulation 
• “Natural” transition points 
• Non-intellective 
characteristics 
• Flexibility 
Dr. E. Brown, Hunter College, New York 10
A Nation Deceived: 
Meta-Analytic Findings 
• Bright students almost always benefit from 
accelerated programs based on achievement test 
scores. 
• When compared to same-age, intellectual peers, 
those students who were accelerated performed 
almost one grade level higher academically. 
• When compared to older, non-accelerated students, 
the accelerated student performance was 
indistinguishable from that of bright, older non-accelerated 
students. 
Dr. E. Brown, Hunter College, New York 11
A Nation Deceived: 
Meta-Analytic Findings (cont.) 
• Acceleration has the highest overall academic effects when 
compared to other provisions. 
• Acceleration positively affects student’s long-term educational 
plans and accelerated students earn more advanced degrees. 
• Self-esteem may temporarily drop when accelerated. 
• There are too few studies to make inferences about student 
attitudes when accelerated and social-emotional well-being. 
However, most studies do suggest that acceleration does not 
prohibit students from participating in extra-curricular activities 
as desired. 
» Colangelo, Assouline, & Gross, 2004 
Dr. E. Brown, Hunter College, New York 12
Some Types of Acceleration 
• Early admission to kindergarten 
• Early graduation from High School 
• Grade-Skipping 
• Subject-Matter Acceleration 
• Curriculum Compacting 
• Telescoping Curriculum 
• Correspondence Courses 
• Advanced Placement Courses 
• Concurrent/Dual Enrollment 
• Credit by Examination 
Colangelo, Assouline, & Gross (2004). A nation deceived: How schools hold back America’s brightest students. Templeton Foundation 
Dr. E. Brown, Hunter College, New York 13
Instructional Management and 
Acceleration Research 
• Grade Skipping (ES=.49) 
• Curriculum Compacting (ES = .83) 
• Early Entrance to School (ES = .49) 
• Subject Acceleration (ES = .57) 
• Grade Telescoping (ES = .40) 
• Concurrent Enrollment (ES = .22) 
• AP Courses (ES = .27) 
• Early Admission to College (ES = .30) 
• Credit by Examination (ES = .59) 
» Rogers, 1998 
Dr. E. Brown, Hunter College, New York 14
Issues in Acceleration 
• Consider the degree of giftedness and specific aptitude(s) 
• Teacher qualifications 
• Program articulation 
• “Natural” transition points 
• Non-intellective characteristics 
• Flexibility 
• Unintended Consequences 
• Pacing and Curriculum considerations 
• Competing political philosophies 
Dr. E. Brown, Hunter College, New York 15
Enrichment 
Dr. E. Brown, Hunter College, New York 16
Why do we enrich? 
• Most curriculum models ascribe to a broader 
conception of gifted (beyond domain specific) 
• Proponents of enrichment approaches tend to 
see process skills (eg critical thinking, 
problem-based learning) as central to learning 
• Enrichment models place high value on 
student products and performances 
• Breadth over depth approach 
Dr. E. Brown, Hunter College, New York 17
Forms of Enrichment 
• Focus on “thinking processes” in content areas 
• School-wide Enrichment Model (SEM) Renzulli & 
Reis; contains 3 tiers of enrichment experiences 
driven by student interests and learning styles. 
Most widely adopted service delivery model 
employed in gifted programs (Type I, II, III) 
• Competitions (OM, FPS, etc) are forms of 
enrichment 
• Student products (where choice was provided) 
• Inquiry-based approaches 
Dr. E. Brown, Hunter College, New York 18
Issues with Enrichment 
• Having enough resources to “broaden” a topic 
• Teacher qualifications/training 
• Teacher flexibility to broaden vs following a 
prescribed course of study-curriculum 
coverage 
• Documenting student growth 
Dr. E. Brown, Hunter College, New York 19
Research Evidence 
• Some evidence examining the use with under-served 
populations as an antidote to 
underachievement (Ford 1999; Johnsen, 2000) 
• Two SEM longitudinal studies-students 
maintained career goals; teacher attitudes 
toward student work was positive 
Dr. E. Brown, Hunter College, New York 20
Acceleration and Enrichment 
Then 
Enrich 
Accelerate 
First 
Dr. E. Brown, Hunter College, New York 21
Program Provisions: Within School 
• Full-time ability grouping 
• Special schools 
• Full-time gifted classes (school-within-a-school) 
• Cluster grouping 
• Pull-out grouping 
• Regrouping for instruction or ability grouping for instruction 
• Cross-grade grouping 
• Cooperative groups (based upon interest, ability, strengths) 
• Consultative model 
• Extracurricular enrichment options (OM, MathOlympiad..) 
Dr. E. Brown, Hunter College, New York 22
Grouping or Placement Options 
Dr. E. Brown, Hunter College, New York 23
Intensity of grouping placements 
General 
Education 
(heterogeneous) 
Pull-out 
(enrichment) 
Cluster 
(academic) 
Self-contained 
(classrm each 
grade level) 
Subject 
Grouping or 
Joplin 
Full-time 
centers/schools 
Intensity of service delivery grouping placements 
Dr. E. Brown, Hunter College, New York 24
Grouping Models: 
Strengths & Weaknesses 
(Academic Subject Grouping) 
Strengths 
• Can accommodate a broad 
range of specific academic 
ability 
• Honors uneven 
developmental patterns 
• Allows ease of teacher 
planning of course syllabi & 
implementation 
• Research support 
• Typical model for secondary 
schools 
Weaknesses 
• May be limited by subjects 
and/or qualified student 
population 
• May become diffused if 
other students are placed 
into class based upon 
insufficient numbers 
• May not differentiate 
curriculum sufficiently 
• Effect size is limited unless 
curriculum is differentiated 
Dr. E. Brown, Hunter College, New York 25
Grouping Models: 
Strengths & Weaknesses 
(Cluster Grouping) 
Strengths 
• Full-time opportunity for 
curriculum differentiation 
• Built-in peer group 
• Research support 
• Flexibility for teacher to 
group and regroup based 
upon instructional need 
Weaknesses 
• Tendency to teach whole 
class and ignore cluster’s 
level of functioning 
• Limits gifted peer 
interactions 
• Requires teacher to develop 
and implement multiple 
instructional plans 
• Must have minimum of 3-4 
to be effective, fewer 
students lose effectiveness 
Dr. E. Brown, Hunter College, New York 26
Grouping Models: 
Strengths & Weaknesses 
(Pull-Out) 
Strengths 
• Built-in opportunities for 
peer interaction 
• Curriculum focus on in-depth, 
enrichment, or 
specific area of learning 
• One instructional plan 
required 
• Typically, teacher qualified 
in gifted education 
• Limited research support 
Weaknesses 
• Limited contact time 
• Fragmented from normal 
school day 
• Lack of integration with 
district curriculum 
• Minimizes interactions with 
peer group 
• Part-time differentiation of 
curriculum 
• Only “gifted” 1 hour/week 
Dr. E. Brown, Hunter College, New York 27
Grouping Models: 
Strengths & Weaknesses 
(Joplin Plan: Grouping by subject 
across grade levels) 
Strengths 
• Accommodates level of 
learning regardless of age 
• Allows for focused teaching 
• Ensures content 
acceleration as a major 
mode of delivery 
• Research support 
Weaknesses 
• May not provide 
satisfactory peer group 
• Limited to core content 
areas of curriculum 
• Lack of teacher capacity to 
accelerate, or limited 
content expertise 
• Scheduling difficulty 
(multiple grade levels) 
Dr. E. Brown, Hunter College, New York 28
Grouping Models: 
Strengths & Weaknesses 
(Full-Time Grouping: Center or School-based) 
Strengths 
• Ability to deliver a 
comprehensively 
differentiated program 
• Intellectual peer group 
interactions 
• Flexibility to group and 
regroup based on several 
variables 
• Research support 
Weaknesses 
• Political perceptions are 
more extreme 
• Must have qualified 
teachers in gifted education 
(resource issue) 
• Students may be 
geographical removed from 
home “community” 
• Possible transportation 
issues 
Dr. E. Brown, Hunter College, New York 29
Research on Grouping Options 
• Full-time Ability grouping (Centers) 
-Differential placement and treatment ES .49, .85 
• Cluster grouping 
-Partial differential placement, differential 
treatment ES .62, .33 
• Mixed Ability cooperative groups 
-No differential placement or treatment ES 0 
• Subject Grouping 
-Differential placement and treatment ES .34, .79 
Rogers (2002), Kulik& Kulik (1992) 
Dr. E. Brown, Hunter College, New York 30
Research on Instructional 
Delivery: Instructional Processes 
• Gifted students tend to use higher order thinking even 
without training, but benefit significantly from being 
trained 
• Gifted students prefer a structured learning environment 
(desks, tables, etc) but open-ended tasks and 
assignments 
• Academically gifted students tend to be uncomfortable 
taking risks or dealing with ambiguity; therefore a need 
for teaching divergent thinking and production exists 
K. Rogers (2002) 
Dr. E. Brown, Hunter College, New York 31
Research on Instructional Delivery: 
Instructional Pacing 
• The learning rate of children above 130 IQ is 
approximately 8 times faster than for children below 
70 IQ 
• Gifted students are significantly more likely to retain 
science and math content accurately when taught 2- 
3 times faster than “normal” pace 
• Gifted students are decontextualists in their 
processing, rather than constructivists; therefore it is 
difficult to reconstruct “how” they came to an 
answer 
K. Rogers (2002) Dr. E. Brown, Hunter College, New York 32
 Check List for decision making 
Grouping Teacher 
Capacity 
Cost 
(H, M, L) 
ID 
alignment 
Local 
context/P 
olitics 
Availability 
of 
Resources 
Other 
Cluster 
Pull-Out 
Subject 
Grouping 
Dr. E. Brown, Hunter College, New York 33
Contact Information 
• Dr. Elissa F. Brown 
elissabrown21@gmail.com 
Cell: (757) 593-2224 
Dr. E. Brown, Hunter College, New York 34

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Data-based Decision Making: Tools for Determining Best Practices in Grouping and Service Delivery

  • 1. Data-based decision making: Tools for determining best practices in grouping and service delivery 2014 Rutgers Gifted Education Conference 11/20/14 Elissa F. Brown, Ph.D. Elissabrown21@gmail.com Dr. E. Brown, Hunter College, New York 1
  • 2. 2 “With all the educational reform that has taken place since the turn of the century, how come so little has changed?” Larry Cuban Dr. E. Brown, Hunter College, New York
  • 3. The placement or program model fundamentally serves as a vehicle to group or organize students together but programming, in practice, sometimes referred to as a service delivery model, is not the same thing as service. Placement is a management strategy. It must be coupled with curriculum and instructional modifications in order for substantial and positive academic and social-emotional effects to occur for gifted and talented students. Brown, E. & Stambaugh, T. (2014). Placement of students who are gifted. In J. Bakken, F. Obiakor, and A. Rotatori, (Eds.) Gifted Education Current Perspectives and Issues, Advances in Special Education, vol. 26, pp 41-69. Dr. E. Brown, Hunter College, New York 3
  • 4. Standard 5. Programming Is a properly funded continuum of services provided that offers a variety of programming and learning options that are collaboratively developed and implemented and that enhance student performance in cognitive and affective areas? Dr. E. Brown, Hunter College, New York 4
  • 5. Characteristics of Giftedness that impact instructional practices • May be developmentally advanced in one or more areas (uneven development) • Learn at a faster pace in selected areas • Ask and explore complex abstract questions and issues • Experience complex social relationships and issues • Desire individual responsibility Dr. E. Brown, Hunter College, New York 5
  • 6. Characteristics of Giftedness that impact instructional practices (cont.) • Are sensitive • Are hypercritical of self and others (high expectations) • Question authority • May be introverted • May experience learning problems and underachievement for the first time • May become “bored”, withdrawn, isolated, and display low self-concept Dr. E. Brown, Hunter College, New York 6
  • 7. Key Linkages of Special Education and General Education in Program Development for the Gifted Gifted Education General Education Special Education Curriculum Evaluation Instructional Processes Philosophy & Goals Materials/Resources Identification/Assessment Program Administration Grouping Strategies Teacher Training Advocacy Dr. E. Brown, Hunter College, New York 7
  • 8. Decision Tree: Macro Acceleration Enrichment Dr. E. Brown, Hunter College, New York 8
  • 9. Why do we accelerate? 1) Acceleration matches the level and complexity of the curriculum with the readiness and motivation of the child. 2) Acceleration has one of the longest and most robost research bases in the gifted field. 3) Acceleration is consistently effective with gifted students. 4) Accelerations allows for more tailored instructional planning. 5) Acceleration facilitates individual learning at an appropriate level of challenge (eg meets individual needs) Colangelo, Assouline, & Gross (2004). A nation deceived: How schools hold back America’s brightest students. Templeton Foundation Dr. E. Brown, Hunter College, New York 9
  • 10. Issues in Grouping & Acceleration Grouping • Timeframes for grouping • Subject Areas • Teacher qualifications • Documentation of student growth • Tailoring instruction • Flexibility • Type of grouping most beneficial for student & district Acceleration • Consider the degree of giftedness and specific aptitude(s) • Teacher qualifications • Program articulation • “Natural” transition points • Non-intellective characteristics • Flexibility Dr. E. Brown, Hunter College, New York 10
  • 11. A Nation Deceived: Meta-Analytic Findings • Bright students almost always benefit from accelerated programs based on achievement test scores. • When compared to same-age, intellectual peers, those students who were accelerated performed almost one grade level higher academically. • When compared to older, non-accelerated students, the accelerated student performance was indistinguishable from that of bright, older non-accelerated students. Dr. E. Brown, Hunter College, New York 11
  • 12. A Nation Deceived: Meta-Analytic Findings (cont.) • Acceleration has the highest overall academic effects when compared to other provisions. • Acceleration positively affects student’s long-term educational plans and accelerated students earn more advanced degrees. • Self-esteem may temporarily drop when accelerated. • There are too few studies to make inferences about student attitudes when accelerated and social-emotional well-being. However, most studies do suggest that acceleration does not prohibit students from participating in extra-curricular activities as desired. » Colangelo, Assouline, & Gross, 2004 Dr. E. Brown, Hunter College, New York 12
  • 13. Some Types of Acceleration • Early admission to kindergarten • Early graduation from High School • Grade-Skipping • Subject-Matter Acceleration • Curriculum Compacting • Telescoping Curriculum • Correspondence Courses • Advanced Placement Courses • Concurrent/Dual Enrollment • Credit by Examination Colangelo, Assouline, & Gross (2004). A nation deceived: How schools hold back America’s brightest students. Templeton Foundation Dr. E. Brown, Hunter College, New York 13
  • 14. Instructional Management and Acceleration Research • Grade Skipping (ES=.49) • Curriculum Compacting (ES = .83) • Early Entrance to School (ES = .49) • Subject Acceleration (ES = .57) • Grade Telescoping (ES = .40) • Concurrent Enrollment (ES = .22) • AP Courses (ES = .27) • Early Admission to College (ES = .30) • Credit by Examination (ES = .59) » Rogers, 1998 Dr. E. Brown, Hunter College, New York 14
  • 15. Issues in Acceleration • Consider the degree of giftedness and specific aptitude(s) • Teacher qualifications • Program articulation • “Natural” transition points • Non-intellective characteristics • Flexibility • Unintended Consequences • Pacing and Curriculum considerations • Competing political philosophies Dr. E. Brown, Hunter College, New York 15
  • 16. Enrichment Dr. E. Brown, Hunter College, New York 16
  • 17. Why do we enrich? • Most curriculum models ascribe to a broader conception of gifted (beyond domain specific) • Proponents of enrichment approaches tend to see process skills (eg critical thinking, problem-based learning) as central to learning • Enrichment models place high value on student products and performances • Breadth over depth approach Dr. E. Brown, Hunter College, New York 17
  • 18. Forms of Enrichment • Focus on “thinking processes” in content areas • School-wide Enrichment Model (SEM) Renzulli & Reis; contains 3 tiers of enrichment experiences driven by student interests and learning styles. Most widely adopted service delivery model employed in gifted programs (Type I, II, III) • Competitions (OM, FPS, etc) are forms of enrichment • Student products (where choice was provided) • Inquiry-based approaches Dr. E. Brown, Hunter College, New York 18
  • 19. Issues with Enrichment • Having enough resources to “broaden” a topic • Teacher qualifications/training • Teacher flexibility to broaden vs following a prescribed course of study-curriculum coverage • Documenting student growth Dr. E. Brown, Hunter College, New York 19
  • 20. Research Evidence • Some evidence examining the use with under-served populations as an antidote to underachievement (Ford 1999; Johnsen, 2000) • Two SEM longitudinal studies-students maintained career goals; teacher attitudes toward student work was positive Dr. E. Brown, Hunter College, New York 20
  • 21. Acceleration and Enrichment Then Enrich Accelerate First Dr. E. Brown, Hunter College, New York 21
  • 22. Program Provisions: Within School • Full-time ability grouping • Special schools • Full-time gifted classes (school-within-a-school) • Cluster grouping • Pull-out grouping • Regrouping for instruction or ability grouping for instruction • Cross-grade grouping • Cooperative groups (based upon interest, ability, strengths) • Consultative model • Extracurricular enrichment options (OM, MathOlympiad..) Dr. E. Brown, Hunter College, New York 22
  • 23. Grouping or Placement Options Dr. E. Brown, Hunter College, New York 23
  • 24. Intensity of grouping placements General Education (heterogeneous) Pull-out (enrichment) Cluster (academic) Self-contained (classrm each grade level) Subject Grouping or Joplin Full-time centers/schools Intensity of service delivery grouping placements Dr. E. Brown, Hunter College, New York 24
  • 25. Grouping Models: Strengths & Weaknesses (Academic Subject Grouping) Strengths • Can accommodate a broad range of specific academic ability • Honors uneven developmental patterns • Allows ease of teacher planning of course syllabi & implementation • Research support • Typical model for secondary schools Weaknesses • May be limited by subjects and/or qualified student population • May become diffused if other students are placed into class based upon insufficient numbers • May not differentiate curriculum sufficiently • Effect size is limited unless curriculum is differentiated Dr. E. Brown, Hunter College, New York 25
  • 26. Grouping Models: Strengths & Weaknesses (Cluster Grouping) Strengths • Full-time opportunity for curriculum differentiation • Built-in peer group • Research support • Flexibility for teacher to group and regroup based upon instructional need Weaknesses • Tendency to teach whole class and ignore cluster’s level of functioning • Limits gifted peer interactions • Requires teacher to develop and implement multiple instructional plans • Must have minimum of 3-4 to be effective, fewer students lose effectiveness Dr. E. Brown, Hunter College, New York 26
  • 27. Grouping Models: Strengths & Weaknesses (Pull-Out) Strengths • Built-in opportunities for peer interaction • Curriculum focus on in-depth, enrichment, or specific area of learning • One instructional plan required • Typically, teacher qualified in gifted education • Limited research support Weaknesses • Limited contact time • Fragmented from normal school day • Lack of integration with district curriculum • Minimizes interactions with peer group • Part-time differentiation of curriculum • Only “gifted” 1 hour/week Dr. E. Brown, Hunter College, New York 27
  • 28. Grouping Models: Strengths & Weaknesses (Joplin Plan: Grouping by subject across grade levels) Strengths • Accommodates level of learning regardless of age • Allows for focused teaching • Ensures content acceleration as a major mode of delivery • Research support Weaknesses • May not provide satisfactory peer group • Limited to core content areas of curriculum • Lack of teacher capacity to accelerate, or limited content expertise • Scheduling difficulty (multiple grade levels) Dr. E. Brown, Hunter College, New York 28
  • 29. Grouping Models: Strengths & Weaknesses (Full-Time Grouping: Center or School-based) Strengths • Ability to deliver a comprehensively differentiated program • Intellectual peer group interactions • Flexibility to group and regroup based on several variables • Research support Weaknesses • Political perceptions are more extreme • Must have qualified teachers in gifted education (resource issue) • Students may be geographical removed from home “community” • Possible transportation issues Dr. E. Brown, Hunter College, New York 29
  • 30. Research on Grouping Options • Full-time Ability grouping (Centers) -Differential placement and treatment ES .49, .85 • Cluster grouping -Partial differential placement, differential treatment ES .62, .33 • Mixed Ability cooperative groups -No differential placement or treatment ES 0 • Subject Grouping -Differential placement and treatment ES .34, .79 Rogers (2002), Kulik& Kulik (1992) Dr. E. Brown, Hunter College, New York 30
  • 31. Research on Instructional Delivery: Instructional Processes • Gifted students tend to use higher order thinking even without training, but benefit significantly from being trained • Gifted students prefer a structured learning environment (desks, tables, etc) but open-ended tasks and assignments • Academically gifted students tend to be uncomfortable taking risks or dealing with ambiguity; therefore a need for teaching divergent thinking and production exists K. Rogers (2002) Dr. E. Brown, Hunter College, New York 31
  • 32. Research on Instructional Delivery: Instructional Pacing • The learning rate of children above 130 IQ is approximately 8 times faster than for children below 70 IQ • Gifted students are significantly more likely to retain science and math content accurately when taught 2- 3 times faster than “normal” pace • Gifted students are decontextualists in their processing, rather than constructivists; therefore it is difficult to reconstruct “how” they came to an answer K. Rogers (2002) Dr. E. Brown, Hunter College, New York 32
  • 33.  Check List for decision making Grouping Teacher Capacity Cost (H, M, L) ID alignment Local context/P olitics Availability of Resources Other Cluster Pull-Out Subject Grouping Dr. E. Brown, Hunter College, New York 33
  • 34. Contact Information • Dr. Elissa F. Brown elissabrown21@gmail.com Cell: (757) 593-2224 Dr. E. Brown, Hunter College, New York 34