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Response to Intervention: Using Data to Enhance Outcomes for all Students Amanda VanDerHeyden Education Research and Consulting, Inc. 16 x 3 = 48 hours Data allow us to • Provide faster, more effective services for ALL children • Work “smarter” not harder, better utilize the talents of the school psychologist and schoolbased assessment and intervention teams. • Make implementation SIMPLE and EASY for teachers (low cost, few errors) • Prevent diagnosis What is RTI? • A science of decision making and way of thinking about how educational resources can be allocated (or reallocated) to best help all children learn • Major premium on child outcomes STEEP Model Screening to Enhance Educational Progress Tier 1: Screening • Screening – Math Screening • 2 minutes. Scored for Digits Correct – Writing Screening • 3 Minutes. Scored for Words Written Correctly – Reading Screening • 1 Minute. Scored for Words Read Correctly Class-wide Screening QuickTime™ and a Cinepak decompressor are needed to see this picture. Feedback to Teachers Tier 2: Class-wide Intervention Digits Correct in Two Minutes Intervention Baseline 120 100 m a s t e r y 80 60 40 instructional range 20 0 1 2 3 Sessions 4 5 Mary Chiquita Randy Sandy Brandy Colvin Jolisha Daleesha Kiera Bradley Jared Alfred Sienna Jarian Trey Robert Andrea Ashley Jaren No Class-wide Problem Detected Tier 2: Can’t Do/Won’t Do Assessment • “Can’t Do/Won’t Do” • Individually-administered • Materials 3-7 minutes per child – Academic material that student performed poorly during class assessment. – Treasure chest: plastic box filled with tangible items. Can’t Do/Won’t Do Assessment QuickTime™ and a Cinepak decompressor are needed to see this picture. Decision Rule Following Can’t Do/Won’t Do Assessment Tier 3: Individual Intervention QuickTime™ and a Cinepak decompressor are needed to see this picture. #Correct Response to Intervention Before Intervention During Intervention Avg. for his Class Each Dot is one Day of Intervention Intervention Sessions Intervention in Reading #Correct Response to Intervention Before Intervention During Intervention Avg. for his Class 0 Breaux Aisha S Chapdelain Lily M Robb Sydney M Mangione Nikole M White Bailey V Ramey Sara B Littsen Lucas R Foxhoven Shane A Gonzales Audryana Foley Thomas J Hermes Jay M Thueson Lila D Svob Seth H Salsbury Mariah A Wills Donna D Blakeley Brandee E Kellogg Anthony S Negrete Sara M Ashton Julia E Dailey Brandon L Showers Phillip J Counes James G Hilkemeyer Austin R Howe Ashley B Strider Katie N Santa cruz Daniel R Gallego Angela M Lewandowski Sisk Cody A Forsyth Ian E Blake Nicholas K Hatch Vanessa L Machain Anthony F Peterson Tyler L White Alexa L Nutbrown Jordan C Bluemke Megan J Casamasa Gregory L Roche Alyssa R Elias Elizabeth L Beeston Kristine D Lopez Theresa A Pierce Shannon M Lanier Matthew W Nanna Caitlin N Smith Shelby N Iturralde Jacqueline R Mcharg Jordan E Brechbiel Shari L Cota Alexia K Jackson Damion M Lamadrid Leonardo Oliver Riley W Layton Marissa M Mueller Lane E Turner Alana K Rowlan Paige E Dumes Scott M Riordan Timothy D Hicks Coltin C Kenton Chelsee M Cornwell Kimberly M Crater Shelbie M Rytting Ryan C French Joshua M Davila Ariel N Thompson Tasha N Ryckman Shelby L Ayers Megan L Dunham Clayton J Mausert James R Morales Eric A Bain Bryce G Gryczkowski samluk Cuff Matthew J Hackman Lindsey S Whitlock John C Benson Brad J Stanfield Benjamin C Martinez Nathaniel P Carrizosa Robert A Webb Brianna J Evans Joseph B Laye Lestot D Bazzanella Stephen L Crowl Robert S Thompson Krysta E Tipton Emily N Meyer Sean M Couture Anne S Gibbons Cody D Fuhrman Autum C Nolen Jayd L Drake Justin T Neale Shaine R Purcell John E Rugotska Colton J Bong Samantha L Johnson Amanda L Rodriguez Ryan T Bergstrom Matthew A Pannell Marina S Digits Correct Two Minutes Vehicle for System Change: System-wide Math Problem 4th Grade Math Multiplication 0-9 120 100 80 60 Instructional range 40 20 Frustrational range Each bar is a student’s performance 0 Neale Frost Joshua Franklin Ryckman Turner Alana Ayers Smith Montano Kenton Banken Mausert White Alexa Brechbiel Hatch Meyer Sean Santa cruz Oliver Riley Cornwell Wills Donna Bluemke Williams Cuff Matthew Nanna Hilkemeyer Robb Gryczkowski Gonzales Mangione Foxhoven Layton Negrete Tipton Emily Gavino Lamb Nicole Chapdelain Roche Digits Correct Two Minutes Re-screening Indicates No Systemic Problem Fourth Grade Fourth Grade Multiplication 0-9 140 120 100 80 60 40 20 Effect on SAT-9 Performance SAT-9 Standard Scores and t-test Results for Pre- and Post-Implementation Years by Grade 2001-2002 Grade n Third 85 Fourth 2002-2003 M t SD n M SD 562.06 143.80 129 602.54 35.20 3.07** 116 611.09 120.61 117 638.22 33.39 2.35* Fifth 113 636.73 109.86 107 659.17 35.77 2.01* Total 314 607.04 126.83 353 631.53 41.93 3.42** * p < .05 ** p < .01 Cohen’s d (effect size between years) Third .45 Fourth .35 Fifth .31 Total .29 VanDerHeyden & Burns, 2005 Effect on CBM Scores Mean Digits Correct/2 Minutes Scores for Monthly Mathematics Probes January February March Grade M M SD M SD M SD F Third 27.9 9.9 37.9 13.4 35.3 13.0 38.8 12.3 13.45* Fourth 39.7 17.6 50.1 22.0 53.4 25.3 58.9 27.0 35.02* Fifth 47.6 22.9 50.8 22.7 52.0 24.8 59.3 25.1 25.52* Total 41.1 20.5 48.0 21.5 49.2 24.0 55.1 25.1 64.29* SD April * p < .001 Cohen’s d (effect size between January and April scores) Third .97 Fourth .86 Fifth .49 VanDerHeyden & Burns, 2005 Computation Gains Generalized to High Stakes Test Improvements (Gains within Multiple Baseline shown as pre-post data) Percent of Students Passing HighStakes Mathematics 3rd Grade Math Performance 100 90 80 70 60 50 40 30 20 10 0 School 1 School 2 School 3 School 4 School 5 Gains within Multiple Baseline (shown as pre-post data) Percent of Students Passing HighStakes Mathematics 5th Grade Math Performance 100 90 80 70 60 50 40 30 20 10 0 School 1 School 2 School 3 School 4 School 5 District-wide Implementation Data • Vail Unified School District – www.vail.k12.az.us • Three years, system-wide implementation of STEEP grades 1-8 System Outcomes • Referrals reduced greater than half • % who qualify improved at 4 of 5 schools • SLD down from 6% of children in district in 2001-2002 (with baseline upward trend) to 3.5% in 2003-2004 school year • Corresponding gains on high-stakes tests (VanDerHeyden & Burns, 2005) • Intervention successful for about 95 to 98% of children screened VanDerHeyden, Witt, & Gilbertson, 2007 Cost Reduction 160,000 Cost in Dollars 140,000 120,000 100,000 Baseline STEEP 80,000 60,000 40,000 20,000 0 Assessment Placement VanDerHeyden, Witt, & Gilbertson, 2007 Findings • Diverse settings, psychologists of diverse backgrounds and no prior experience with CBM or functional academic assessment • Disproportionate representation of males positively affected VanDerHeyden, Witt, & Gilbertson, 2007 Team Decision-Making Agreement RTI + and Evaluated RTI- and Did Not Evaluate 2003-2004 (3 schools) 100% 41% 2004-2005 (5 schools) 100% 87% VanDerHeyden, Witt, & Gilbertson, 2007 Team Decision-Making Baseline STEEP + and Team STEEP- and Team Decided to Evaluate Decided to Evaluate 2003-2004 Cases, Schools 1-3 55% 89%1 50%2 2004-2005 Cases, Schools 1-5 52% 88%3 29%4 VanDerHeyden, Witt, & Gilbertson, 2007 Identification Accuracy CBA + RTI Criterion STEEP WJ-R Sensitivity .76 1 .58 Specificity .89 .99 .77 Positive Predictive Power .59 .67 .44 .95 1 .86 Sensitivity .46 .33 .42 Specificity .69 .94 .85 Positive Predictive Power .19 .17 .45 .89 .97 .83 Negative Predictive Power Teacher Referral ITBS Negative Predictive Power VanDerHeyden, et al., 2003 Percent Identified at each Tier Identified CBM (Classwide Assessment) 55 (15%) CBM + Reward (Performance/skill Deficit Assessment) 40 (11%) CBM + Reward + Instruction (STEEP +) 22 (6%) Teacher Referral 32 (19%) CIBS-R 64 (18%) DRA 17 (9%) RTI Criterion Assessment 17 (5%) WJ-R ITBS deficit 12 3 (4%) VanDerHeyden, et al., 2003 Percent of Minority and Caucasian Students in Risk Category What Proportion of Ethnicity Represented Before and After Intervention in Risk Category? 100 90 80 70 60 Minority Caucasian 50 40 30 20 10 0 Before Intervention After Intervention Expected VanDerHeyden & Witt, 2005 Screening tells you • How is the core instruction working? • What problems might exist that could be addressed? • Most bang-for-the-buck activity • Next most high-yield activity is classwide intervention at Tier 2. Any Curriculum Area Academic Systems Intensive, Individual Interventions •Individual Students •Assessment-based •High Intensity •Of longer duration 1-5% 80-90% 5-10% Students Universal Interventions •All students •Preventive, proactive Intensive, Individual Interventions •Individual Students •Assessment-based •Intense, durable procedures 1-5% 5-10% Targeted Group Interventions •Some students (at-risk) •High efficiency •Rapid response Behavioral Systems Targeted Group Interventions •Some students (at-risk) •High efficiency •Rapid response 80-90% Universal Interventions •All settings, all students •Preventive, proactive Dave Tilly, 2005 “Weighing a cow doesn’t make it fatter.” Any Curriculum Area Academic Systems Intensive, Individual Interventions •Individual Students •Assessment-based •High Intensity •Of longer duration 1-5% 80-90% 5-10% Students Universal Interventions •All students •Preventive, proactive Intensive, Individual Interventions •Individual Students •Assessment-based •Intense, durable procedures 1-5% 5-10% Targeted Group Interventions •Some students (at-risk) •High efficiency •Rapid response Behavioral Systems Targeted Group Interventions •Some students (at-risk) •High efficiency •Rapid response 80-90% Universal Interventions •All settings, all students •Preventive, proactive Dave Tilly, 2005 Intervention Plan- 15 Min per Day • Protocol-based classwide peer tutoring, randomized integrity checks by direct observation • Model, Guide Practice, Independent Timed Practice with delayed error correction • Group performance contingency • Teachers encouraged to – Scan papers for high error rates – Do 5-min re-teach for those with high-error rates – Provide applied practice using mastery-level computational skill Math Sample Sequence 3RD GRADE 1. addition and subtraction facts 0-20 2. fact families addition and subtraction 0-20 3. 3 digit addition without and with regrouping 4. 3 digit subtraction without and with regrouping 5. 2 and 3 digit addition and subtraction 6. 7. 8. 9. with and without regrouping multiplication facts 0-9 division facts 0-9 fact families multiplication and division 0-9 add/subtract fractions with like denominators flash cards practice set – same as skill practice set – same as skill practice set – same as skill practice set – same as skill flash cards flash cards practice set – same as skill practice set – same as skill (3rds, 4ths, 8ths, 10ths, no regrouping) 10. single digit multiplied by double/triple digit practice set – same as skill without regrouping 11. single digit multiplied by double/triple digit practice set – same as skill with regrouping 12. single digit divided into double/triple digit without remainders 13. add and subtract decimals to the hundredths practice set – same as skill practice set – same as skill Class-wide Math Intervention QuickTime™ and a Cinepak decompressor are needed to see this picture. Class 1 at Screening Class 1: Following 10 Days Intervention Class 1: Following 15 Days Intervention Class 2 at Screening Class 2: Following 5 Days Intervention Class 2: Following 10 days Intervention Class 3 at Screening Class 3: Following 5 days Intervention Following 10 Days Intervention Any Curriculum Area Academic Systems Intensive, Individual Interventions •Individual Students •Assessment-based •High Intensity •Of longer duration 1-5% 80-90% 5-10% Students Universal Interventions •All students •Preventive, proactive Intensive, Individual Interventions •Individual Students •Assessment-based •Intense, durable procedures 1-5% 5-10% Targeted Group Interventions •Some students (at-risk) •High efficiency •Rapid response Behavioral Systems Targeted Group Interventions •Some students (at-risk) •High efficiency •Rapid response 80-90% Universal Interventions •All settings, all students •Preventive, proactive Dave Tilly, 2005 Tier 3 • Assessment Data – Instructional level performance – Error analysis (high errors, low errors, pattern) – Effect of incentives, practice, easier task – Verify intervention effect • Same implementation support as Tier 2 • Instructional-level materials; Criterion-level materials Tier 3 • Implement for 5-15 consecutive sessions with 100% integrity • Link to referral decision • Weekly graphs to teacher and weekly generalization probes outside of classroom, supply new materials • Troubleshoot implementation weekly Tier 3 Intervention • >5% of children screened (total population) IF solid Tier 1 • Possibly as low as 2% IF solid Tier 1 and Tier 2 • About 1-2% failed RTI; 10% of most at-risk VanDerHeyden et al., 2007 Principal FILTER-- How much time allocated to instruction? Children actively engaged? Standards introduced? Effective instruction occurring? Upset parent DATA on Learning Check on health dept Check on police interview Goal Setting Etc. Teacher Evaluation Allocation of Instructional Resources Great Implementers • Follow the aimline and attend to implementation integrity • Understand the variables of effective instruction and engage in contextualized assessment that is technically valid for the purposes needed AND has treatment utility • Minimize meeting time and avoid “the science of strange behavior…” • Provide adequate resources and space for principals to be effective instructional leaders and hold them accountable for results • Evaluate quality of all programs locally and make decisions about continued use based on DATA. For More Information • [email protected] • www.isteep.com • Thank you to the US Dept of Education for providing all film clips shown in this presentation