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Self-regulation and Learning:Gifted Pedagogy, Classroom Environments, and Students Angela M. Housand University of North Carolina, Wilmington Presentation at the University of Alabama Tuscaloosa, AL
angelahousand.com
5619 Standardized Comprehension
12,635 Oral Reading Fluency
10,223 Likert Scale
When Gifted Pedagogyā€¦ ā€¦Meets Regular Classrooms
Gifted education is the petri dish for general education programs. (Gallagher)
The National Research Center on the Gifted and Talented www.gifted.uconn.edu
SchoolwideEnrichmentModelReading
The Enrichment Triad Model Type II Group Training Activities Type I General Exploratory Activities Type III Individual & Small Group Investigations of Real Problems Regular Classroom Environment in General (Renzulli, 1977)
SEM-R An enrichment-based reading program  Designed to increase: Reading achievement for all students Enjoyment of reading Self-regulation in reading
Components of the SEM-R Framework Increasing degree of student selection (Joyful Reading ā€“ p. 9)
Design Experimental Cluster-randomized assignment to groups Pre/Post measures used
Sample: Year 1  Two Title I Schools Grades 3-6 J = 14 n= 229 ntreatment = 110 ncontrol = 112 *Implemented as an after school program
Methodology:Pre/Post  Measures
Results: ANCOVA Post intervention reading comprehension  Statistically significant difference among treatment levels Small to moderate effect size  (F(1, 120) = 7.08; p= .009; ļØ2 = .06) No interaction effects
Results: ANCOVA Post intervention reading fluency  Statistically significant difference among treatment levels Small effect size  (F(1, 118) = 6.51; p= .012; ļØ2 = .052) No interaction effects
Results: HLM Used pre-assessments as covariates Pre-fluency for fluency Pre-comprehension for comprehension Students in the SEM-R treatment group scored statistically significantly higher than those on the control group in reading fluency
Sample: Year 2  Two Schools ā€“ Suburban and Urban Grades 3-5 J = 31 n= 558 ntreatment = 313 ncontrol = 245 *Implemented as partial replacement of regular basal reading program
Methodology:Pre/Post  Measures
Results: ANCOVA Post intervention reading comprehension  Statistically significant difference among treatment levels Small effect size  (F(1, 550) = 5.31; p= .022; ļØ2 = .01) Difference largely explained by the urban school
Results: ANCOVA Post intervention readingfluency Statistically significant difference among treatment levels Small effect size  (F(1, 541) = 5.32; p= .021; ļØ2 = .001) Difference largely explained by the urban school
Results: HLM Used pre-assessments as covariates Pre-fluency for fluency Pre-comprehension for comprehension Students in the SEM-R treatment group scored statistically significantly higher than those on the control group in reading fluency
Sample: Year 3  Five Schools ā€“ Suburban and Urban Grades 3-5 J = 47 n= 1057 ntreatment = 608 ncontrol = 449 *Implemented as partial replacement of regular basal reading program
Results No statistically significant differences found between treatment and control SEM-R replaced one hour of regular reading instruction without negative impact Regression to the mean?
Self-Regulation and SEM-R Choice in activities Opportunity for help seeking Student participation in evaluation Complex tasks Choice of book  Individualized conferences Student participation in assessment Phase III activities
Quantitative Procedures Hierarchical Linear Modeling (HLM) Multivariate Analysis of Variance (MANOVA) Structural Equation Modeling         (SEM)
Sample Year 4  Grades 2-5(n= 1252; J = 71)Demographics: Percentages by School
Methodology: Pre-Measures
Methodology: Post Measures
Methodology: Post Measures
Methodology:  Missing Data Attrition (n = 115) Pattern of missingness assessed in NORM Remaining missingness: MAR 10 imputed data sets using NORM ā€œAverageā€ set used for HLM (NORM, Schafer, 1999; HLM6, Raudenbush, Bryk, Cheoun, Congdon, & Toit,2004)
240 Observations Conducted Range = 1 to 8 per classroom Over the course of 1 Academic Year Methodology: Observations
Research Question 1 What are the effects of individual factors on individual self-regulated learning (SRL) strategy use?
Results: Random Effects Significant between class variation remained to be explained: 		(ļ“00 = .040, ļ£269 = 162.17, pļ‚£ .001) Intra-class correlation: 7% of variance between class 93% of variance within class
Results: Random Coefficients Female not significant predictor Pre-Achievement 		(ļ§20 = .045, t69  = 1.95, p = .054)  Teacher Observations of SRL Strategy Use 		(ļ§30 = .055, t1247  = 2.75, p = .007)  Pre-SRL Strategy Use 		(ļ§40 = .665, t69  = 24.53, pļ‚£ .001)
Results: Random Coefficients Within class variability reduced by 44.1% Between class variability reduced by 67.5% Significant between class variation remained to be explained: 		(ļ“00 = .011, ļ£269 = 110.53, p = .001)
Results: Contextual Grade (i.e. being in grade 2,4,or 5) not a significant predictor of SRL strategy use 7.7% of the between class variability is explained by grade. 16.7 % of the effect of pre-achievement is explained by grade. None of the effect of pre-SRL strategy use is explained by grade.
Results: Contextual Pre-achievement no longer significant predictor of SRL strategy use.
Implications: Achievement ,[object Object]
Which came first?,[object Object]
Are girls really more self-regulated than boys?,[object Object]
Do the real changes occur at major transitions (e.g. primary to secondary)?,[object Object]
Results: Variance Explained 44.9% of between class variance is explained by individual factors and teacher observations of SRL strategy use. No variance between classrooms was explained by treatment.
Follow-up Question After controlling for individual factors, how much between class variance in SRL strategy use is explained by the SEM-R treatment condition? Were there treatment by school interaction effects?
Results After controlling for individual factors, no effect from treatment. Treatment did not significantly influence effects on SRL strategy use from level 1 predictors. There were no school effects. There were no school by treatment interaction effects.
Implications: Treatment ,[object Object]
Multiple previous studies suggest that environmental conditions, like those provided in the SEM-R, support the development and use of SRL strategies.,[object Object]
Broad application of pedagogy?
More influence from teacher style and expertise?
Implementation integrity?
Length of implementation?
Instrumentation?,[object Object]
Instrumentation?
Self-report and teacher report measures?Growth not apparent?
Research Question 3 Are there differences between SEM-R treatment and control classrooms on observable environmental characteristics that support self-regulated learning strategy use?
Results: Caution Time as a covariate Wilkes Lambda used for MANOVA tests Inter-Rater reliability (r = .70) on observations scale was not sufficient Results become suggestions for future research rather than valid findings Use Caution!
Results: Environment All Differences Favored Treatment Conditions Average of 4 dimensions of Environmental Influence(F(1, 212) = 29.40; pļ‚£ .001; ļØ2 = .122) Choice in Activities  			(F(1, 212) = 129.55; pļ‚£ .001; ļØ2 = .379) Complex Tasks 			(F(1, 212) = 16.18; pļ‚£ .001; ļØ2 = .071) Participation in Assessments 			(F(1, 212) = 19.13; pļ‚£ .001; ļØ2 = .083)
Results: Observed Behaviors All Differences Favored Treatment Conditions Average of 4 dimensions of Observed Behaviors 			(F(1, 212) = 14.99; pļ‚£ .001; ļØ2 = .066) Students are Engaged  			(F(1, 212) = 33.82; pļ‚£ .001; ļØ2 = .138) Students have autonomy 			(F(1, 212) = 23.57; pļ‚£ .001; ļØ2 = .100)
Results: No Difference Environmental Help Seeking Observed Student Behaviors Solicit Information Seek Help
Implications ,[object Object],[object Object]
Limitations: Instrumentation DV based on self-report Reliability of self-report scales based on use with older students Oral administration of the scales Lack of commensurate measures Lack of inter-rater reliability on observation scale
Limitations: Treatment Fidelity Teachers reverting to former classroom practices Whole class novel studies Test Preparation High Stakes Testing Test-Taking Strategies vs. 	Reading Comprehension Strategies SEM-R Skipped
255 Teachers
959 Classroom Observations
7010 Students
When the Classroom Environment Influences Student Performance
SEM-R Classroom Increasing enjoyment through interest and choice Increasing focus in reading gradually over time Student self-monitoring using reading logs
SEM-R Classroom Ongoing formative assessment Enabling responsiveness to student needs Embedded summative assessments Student participation in assessment
Components of the SEM-R Framework Increasing degree of student selection (Joyful Reading ā€“ p. 9)
SEM-R ā€“ Phase 2 Students will . . . Enjoy reading books of their own selection Read appropriately challenging books                   (1 to 1.5 above their current reading level) Develop self-regulation skills to enable them to read appropriately challenging books for at least 25-35 minutes each day Have individualized reading instruction that is tailored to each studentā€™s needs Participate in self-monitoring and self-assessment
	I have seen gains in their fluency, comprehension, as well as word skills.  	It is truly amazing.
	The one on one five minute conferences are the best way for me to monitor each childā€™s unique learning needs, and be able to use strategies individually for each student that benefits them the most.
	I know my students as readers and learners better than I ever have before.
Classroom SRL: High vs. Low Purpose for reading (engaging) Materials to support metacognitive awareness Explicit instruction and modeling of strategies Self-regulatory and comprehension
Classroom SRL: High vs. Low Organization of classroom Clear set of expectations Behavioral and performance Participation in assessment
ā€œFrom the standpoint of the childā€¦he is unable to apply in daily life what he is learning at school.  That is the isolation of the school - its isolation from life.ā€ John Dewey
The Program Elementary ā€“ 5th Grade Enrichment pull-out program Environmental science focus Coastal region Nearby lake and stream
10 Fifth Grade Students ,[object Object]
6 female
4 male
Identified
7 formal district procedures
3 teacher recommendation
Ethnic Diversity
6 European-white
2 Latino
2 African American,[object Object]
Research and critically examine the impacts of regional growth on complex ecosystems,[object Object]

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Extended Version of Research Focus

  • 1. Self-regulation and Learning:Gifted Pedagogy, Classroom Environments, and Students Angela M. Housand University of North Carolina, Wilmington Presentation at the University of Alabama Tuscaloosa, AL
  • 6. When Gifted Pedagogyā€¦ ā€¦Meets Regular Classrooms
  • 7. Gifted education is the petri dish for general education programs. (Gallagher)
  • 8. The National Research Center on the Gifted and Talented www.gifted.uconn.edu
  • 10. The Enrichment Triad Model Type II Group Training Activities Type I General Exploratory Activities Type III Individual & Small Group Investigations of Real Problems Regular Classroom Environment in General (Renzulli, 1977)
  • 11. SEM-R An enrichment-based reading program Designed to increase: Reading achievement for all students Enjoyment of reading Self-regulation in reading
  • 12. Components of the SEM-R Framework Increasing degree of student selection (Joyful Reading ā€“ p. 9)
  • 13. Design Experimental Cluster-randomized assignment to groups Pre/Post measures used
  • 14. Sample: Year 1 Two Title I Schools Grades 3-6 J = 14 n= 229 ntreatment = 110 ncontrol = 112 *Implemented as an after school program
  • 16. Results: ANCOVA Post intervention reading comprehension Statistically significant difference among treatment levels Small to moderate effect size (F(1, 120) = 7.08; p= .009; ļØ2 = .06) No interaction effects
  • 17. Results: ANCOVA Post intervention reading fluency Statistically significant difference among treatment levels Small effect size (F(1, 118) = 6.51; p= .012; ļØ2 = .052) No interaction effects
  • 18. Results: HLM Used pre-assessments as covariates Pre-fluency for fluency Pre-comprehension for comprehension Students in the SEM-R treatment group scored statistically significantly higher than those on the control group in reading fluency
  • 19. Sample: Year 2 Two Schools ā€“ Suburban and Urban Grades 3-5 J = 31 n= 558 ntreatment = 313 ncontrol = 245 *Implemented as partial replacement of regular basal reading program
  • 21. Results: ANCOVA Post intervention reading comprehension Statistically significant difference among treatment levels Small effect size (F(1, 550) = 5.31; p= .022; ļØ2 = .01) Difference largely explained by the urban school
  • 22. Results: ANCOVA Post intervention readingfluency Statistically significant difference among treatment levels Small effect size (F(1, 541) = 5.32; p= .021; ļØ2 = .001) Difference largely explained by the urban school
  • 23. Results: HLM Used pre-assessments as covariates Pre-fluency for fluency Pre-comprehension for comprehension Students in the SEM-R treatment group scored statistically significantly higher than those on the control group in reading fluency
  • 24. Sample: Year 3 Five Schools ā€“ Suburban and Urban Grades 3-5 J = 47 n= 1057 ntreatment = 608 ncontrol = 449 *Implemented as partial replacement of regular basal reading program
  • 25. Results No statistically significant differences found between treatment and control SEM-R replaced one hour of regular reading instruction without negative impact Regression to the mean?
  • 26. Self-Regulation and SEM-R Choice in activities Opportunity for help seeking Student participation in evaluation Complex tasks Choice of book Individualized conferences Student participation in assessment Phase III activities
  • 27. Quantitative Procedures Hierarchical Linear Modeling (HLM) Multivariate Analysis of Variance (MANOVA) Structural Equation Modeling (SEM)
  • 28. Sample Year 4 Grades 2-5(n= 1252; J = 71)Demographics: Percentages by School
  • 30.
  • 31.
  • 33.
  • 35. Methodology: Missing Data Attrition (n = 115) Pattern of missingness assessed in NORM Remaining missingness: MAR 10 imputed data sets using NORM ā€œAverageā€ set used for HLM (NORM, Schafer, 1999; HLM6, Raudenbush, Bryk, Cheoun, Congdon, & Toit,2004)
  • 36. 240 Observations Conducted Range = 1 to 8 per classroom Over the course of 1 Academic Year Methodology: Observations
  • 37.
  • 38. Research Question 1 What are the effects of individual factors on individual self-regulated learning (SRL) strategy use?
  • 39. Results: Random Effects Significant between class variation remained to be explained: (ļ“00 = .040, ļ£269 = 162.17, pļ‚£ .001) Intra-class correlation: 7% of variance between class 93% of variance within class
  • 40. Results: Random Coefficients Female not significant predictor Pre-Achievement (ļ§20 = .045, t69 = 1.95, p = .054) Teacher Observations of SRL Strategy Use (ļ§30 = .055, t1247 = 2.75, p = .007) Pre-SRL Strategy Use (ļ§40 = .665, t69 = 24.53, pļ‚£ .001)
  • 41. Results: Random Coefficients Within class variability reduced by 44.1% Between class variability reduced by 67.5% Significant between class variation remained to be explained: (ļ“00 = .011, ļ£269 = 110.53, p = .001)
  • 42. Results: Contextual Grade (i.e. being in grade 2,4,or 5) not a significant predictor of SRL strategy use 7.7% of the between class variability is explained by grade. 16.7 % of the effect of pre-achievement is explained by grade. None of the effect of pre-SRL strategy use is explained by grade.
  • 43. Results: Contextual Pre-achievement no longer significant predictor of SRL strategy use.
  • 44.
  • 45.
  • 46.
  • 47.
  • 48. Results: Variance Explained 44.9% of between class variance is explained by individual factors and teacher observations of SRL strategy use. No variance between classrooms was explained by treatment.
  • 49. Follow-up Question After controlling for individual factors, how much between class variance in SRL strategy use is explained by the SEM-R treatment condition? Were there treatment by school interaction effects?
  • 50. Results After controlling for individual factors, no effect from treatment. Treatment did not significantly influence effects on SRL strategy use from level 1 predictors. There were no school effects. There were no school by treatment interaction effects.
  • 51.
  • 52.
  • 54. More influence from teacher style and expertise?
  • 57.
  • 59. Self-report and teacher report measures?Growth not apparent?
  • 60. Research Question 3 Are there differences between SEM-R treatment and control classrooms on observable environmental characteristics that support self-regulated learning strategy use?
  • 61. Results: Caution Time as a covariate Wilkes Lambda used for MANOVA tests Inter-Rater reliability (r = .70) on observations scale was not sufficient Results become suggestions for future research rather than valid findings Use Caution!
  • 62. Results: Environment All Differences Favored Treatment Conditions Average of 4 dimensions of Environmental Influence(F(1, 212) = 29.40; pļ‚£ .001; ļØ2 = .122) Choice in Activities (F(1, 212) = 129.55; pļ‚£ .001; ļØ2 = .379) Complex Tasks (F(1, 212) = 16.18; pļ‚£ .001; ļØ2 = .071) Participation in Assessments (F(1, 212) = 19.13; pļ‚£ .001; ļØ2 = .083)
  • 63. Results: Observed Behaviors All Differences Favored Treatment Conditions Average of 4 dimensions of Observed Behaviors (F(1, 212) = 14.99; pļ‚£ .001; ļØ2 = .066) Students are Engaged (F(1, 212) = 33.82; pļ‚£ .001; ļØ2 = .138) Students have autonomy (F(1, 212) = 23.57; pļ‚£ .001; ļØ2 = .100)
  • 64. Results: No Difference Environmental Help Seeking Observed Student Behaviors Solicit Information Seek Help
  • 65.
  • 66. Limitations: Instrumentation DV based on self-report Reliability of self-report scales based on use with older students Oral administration of the scales Lack of commensurate measures Lack of inter-rater reliability on observation scale
  • 67. Limitations: Treatment Fidelity Teachers reverting to former classroom practices Whole class novel studies Test Preparation High Stakes Testing Test-Taking Strategies vs. Reading Comprehension Strategies SEM-R Skipped
  • 71. When the Classroom Environment Influences Student Performance
  • 72. SEM-R Classroom Increasing enjoyment through interest and choice Increasing focus in reading gradually over time Student self-monitoring using reading logs
  • 73. SEM-R Classroom Ongoing formative assessment Enabling responsiveness to student needs Embedded summative assessments Student participation in assessment
  • 74. Components of the SEM-R Framework Increasing degree of student selection (Joyful Reading ā€“ p. 9)
  • 75. SEM-R ā€“ Phase 2 Students will . . . Enjoy reading books of their own selection Read appropriately challenging books (1 to 1.5 above their current reading level) Develop self-regulation skills to enable them to read appropriately challenging books for at least 25-35 minutes each day Have individualized reading instruction that is tailored to each studentā€™s needs Participate in self-monitoring and self-assessment
  • 76. I have seen gains in their fluency, comprehension, as well as word skills. It is truly amazing.
  • 77. The one on one five minute conferences are the best way for me to monitor each childā€™s unique learning needs, and be able to use strategies individually for each student that benefits them the most.
  • 78. I know my students as readers and learners better than I ever have before.
  • 79.
  • 80.
  • 81.
  • 82.
  • 83.
  • 84.
  • 85. Classroom SRL: High vs. Low Purpose for reading (engaging) Materials to support metacognitive awareness Explicit instruction and modeling of strategies Self-regulatory and comprehension
  • 86. Classroom SRL: High vs. Low Organization of classroom Clear set of expectations Behavioral and performance Participation in assessment
  • 87. ā€œFrom the standpoint of the childā€¦he is unable to apply in daily life what he is learning at school. That is the isolation of the school - its isolation from life.ā€ John Dewey
  • 88. The Program Elementary ā€“ 5th Grade Enrichment pull-out program Environmental science focus Coastal region Nearby lake and stream
  • 89.
  • 93. 7 formal district procedures
  • 98.
  • 99.
  • 100.
  • 101. Connection to Norway Gifted students Advanced contact and planning between instructors Surrounded by similar water bodies Different climate
  • 102. The Researcher 27 visits February through June Exploratory study looking for emerging themes Non-participatory Non-instructional
  • 103. Major Finding #1 Difficulty accessing technology Insufficient access to the internet Too few computers in classroom Inadequate computer hardware and software iPhone used to circumvent school firewall
  • 104. Inadequate technology may have contributed to the failure of effectively creating a dynamic learning community with studentsā€™ in Norway.
  • 105. Major Finding #2 Self-advocacy and Self-promotion Certain students emerged as leaders Lead to distractions Impacted access to technology and tools Impacted opportunities to contribute Impacted group assignment
  • 106. Major Finding #3 Differentiated Instruction Instruction varied by learning style, process, and product Almost no whole group instruction Student groups were self-selected Increased student engagement when products and processes were authentic
  • 107.
  • 109. Assess influence on attitudes of in-service and pre-service teachers
  • 110. Mission of the Watson School of Education is to prepare quality teachers
  • 111.
  • 112. Future Research:Underlying Constructs Can SRL be studied without controlling for motivation, goal orientation, self-efficacy, metacognitive awareness, etc. ? Other underlying constructs?
  • 115. Special thanks to theSearch Committee! Dr. Judy Giesen, Chair Dr. Sara Childers Dr. Jamie Satcher Dr. Annie Smith Dr. Sara Tomek Dr. Elizabeth Wilson

Editor's Notes

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  6. Small to moderateLargesmall
  7. Small to moderateLargesmall
  8. Large effect sizeLarge effect sizeModerate effect sizeModerate effect size
  9. Moderate effect sizeLarge effect sizeLarge effect size
  10. Transference AbilityConceptual Thinking AbilityStrategy AwarenessInterest