Using RtI to Advance Learning in Mathematics Amanda VanDerHeyden Education Research and Consulting, Inc. © Amanda VanDerHeyden, Do Not Reproduce Without Permission 7 Years Highly effective teachers show gain of 1.5 grade equivalents. Ineffective teachers show gains of .5 grade equivalents. These gains are independent of other risk factors associated with demographics. 2 Subtle Tension • Schools want – scores to increase – vulnerable children to show gains – to avoid negative AYP labels – parents/communities to have confidence in schools – all children to have access – meet legal obligations • Families and Caregivers want their children – to be happy at school – to learn skills that will help them succeed in college and beyond – to develop life-long love for learning – to grow into wellrounded, independent citizens 3 What do Families Want? • Improved learning • Transparent decisions • Active system problemsolving • Efficient use of resources • What was my child’s score? What did you do differently? What effect did it have? What are we doing next? 4 Fool’s Gold • If you are poor, of minority ethnicity, or a boy, you have a much higher probability of going to special ed and a much higher risk of academic failure. • Special education placement does not improve outcomes for kids in the highincidence categories and, in fact, is associated with risk. 5 Early Screening Identifies Children At Risk of Reading Difficulty J 5.2 Reading grade level 5 4 3 Low Risk on Early Screening 2.5 2 At Risk on Early Screening 1 1 2 3 4 Grade level corresponding to age This Slide from Reading First Experts From Reading First 6 Early Intervention Changes Reading Outcomes 5.2 5 Reading grade level J 4.9 With substantial instructional intervention 4 With research3.2 based core but without extra 2.5 instructional intervention Low Risk on Early Screening 3 2 At Risk on Early Screening 1 1 2 3 4 Grade level corresponding to age This Slide from Reading First From Reading First Experts 7 New Assumptions with RtI • Most children should successfully respond to intervention. • Most children in a class should score at benchmark levels given adequate instruction. • Intervention failure should be a rare event. Where it is not rare, implementation error should be the first suspect. © Amanda VanDerHeyden, Do Not Reproduce Without Permission • Instructing without assessment or intervening without assessment data is akin to driving without a map. • With data, any solution becomes a hypothesis to be tested. • We need to focus more on supporting solution implementation and evaluating solutions to be sure they work. • Effective teachers, administrators, and schools are defined by the results they produce. © Amanda VanDerHeyden, Do Not Reproduce Without Permission What does RtI Mean for your Child? • High-performing? – Use data to enrich and challenge, smarter allocation of resources means more available for enrichment – Children ready for advanced coursework • Average student? – Children ready for advanced coursework • Low performing? – Accelerated growth, reduction of risk for failure, mastery of essential skills Objectives Today • Understand how to lead excellent implementation of MTSS/RtI for mathematics © Amanda VanDerHeyden, Do Not Reproduce Without Permission Data = Fuel • • • • To determine risk To evaluate systemic problems To plan instructional changes system-wide To plan intervention for individual, small groups, or whole classes as supplement to core • To evaluate intervention effects and inform referral decisions Multi-Tiered Academic Interventions Tier I: Universal screening and progress monitoring with quality core curriculum: All students, Tier II: Standardized interventions with small groups in general education: 15% to 20% of students at any time Tier III: Individualized interventions with in-depth problem analysis in general education : 5% of students at any time Tier I Types of Math Knowledge • Conceptual - the understanding that math involves an interrelated hierarchical network that underlies all math-related tasks • Procedural - the organization of conceptual knowledge into action to actually perform a mathematical task (Hiebert & Lefevre, 1986). • Which comes first? – Sequence may be specific to the domain or the individual (Rittle-Johnson & Siegler, 1998; RittleJohnson, Siegler, & Wagner, 2001) – But the two are clearly interrelated. Challenges • Ratio of 6:1 • NAEP data show improvements but not for ethnic minorities and low SES students • Lack of streamlined resources • Insufficient instructional time allocated to mathematics • Math proficiency related to income postgraduation, success in college • Students who are not proficient and enroll in remedial classes post-secondary are less likely to graduate © Amanda VanDerHeyden, Do Not Reproduce Without Permission Slavin & Lake (2008) • 87/256 reviewed studies met rigorous inclusion criteria • 13 categorized as examining curricula • 36 categorized as computerassisted instruction • 36 categorized as instructional process © Amanda VanDerHeyden, Do Not Reproduce Without Permission + 0.10 + 0.19 + 0.33 Conclusion • If you want to change math learning outcomes, you have to change the quality of the instructional interaction between student and teacher • So what are the characteristics of quality core instruction in mathematics? © Amanda VanDerHeyden, Do Not Reproduce Without Permission Begin with Number Sense • Numbers represent quantity and have magnitude • One number may be bigger than another number or quantity • Numbers have a fixed order with numbers later in the sequence representing greater quantities Griffin (2004) – Begins with counting in sequence, counting objects, comparing quantities, adding and subtracting numbers. Leads to understanding of associative, commutative, and distributive property and place value. © Amanda VanDerHeyden, Do Not Reproduce Without Permission Integrate Instruction for • Procedural and operational fluency with conceptual understanding • e.g., emergence of the “count-on” strategy as children’s understanding of ordinality and associative property develop – Estimate, discuss solutions, verify solutions, practice application © Amanda VanDerHeyden, Do Not Reproduce Without Permission Sequence Skills Logically and Provide Adequate Instructional Time • “a mile wide and an inch deep” • Make tough decisions about which skills are essential and ensure mastery of those skills • NMP says – – – – – – whole number add/sub by grade 3 mult/div by grade 5 Operations with fractions, decimals, percentages Operations with pos/neg integers Operations with pos/neg fractions Solving percentages, ratios, and rates to balance equations © Amanda VanDerHeyden, Do Not Reproduce Without Permission Use Data to Fuel Decisions From VanDerHeyden (2009) © Amanda VanDerHeyden, Do Not Reproduce Without Permission Match Instructional Strategy to Learner Competence New Skill Antecedent Cues, Prompts Reduced Task Difficulty Narrowly defined Task Increase Discriminability/ Stimulus Control Response Guided practice Monitor Accuracy Consequence Immediate Feedback More elaborate Feedback Repetition Loop Ensure 100% correct responding © Amanda VanDerHeyden, Do Not Reproduce Without Permission Match Instruction to Learner Competence Established Skill Antecedent No Extra or External Cues Fade Task Difficulty Opportunities to Respond; Practice to Mastery Response Monitor Fluency Consequence Delayed Corrective Feedback Performance Contingencies Goal Setting Build Fluency Mastered Skill Antecedent Permit Variation Range of Task Difficulty Application Increased range of stimuli Response Retention Application/Generalization Response Variation- Build response set Consequence Delayed Feedback Elaborate Feedback on Application Improve Maintenance Student Competence Goal of Intervention Intervention Example Acquisition Task Establish 100% Cover, copy, correct and compare Independent Task Mastery Task Build fluency Flashcards, timed performance with incentives, response cards Establish robust Guided practice application intervention What is Balanced Math Instruction? Math Proficiency Opportunities to predict, estimate, verify, and discuss solutions Provide opportunities to generalize skills to novel problems Ensure acquisition of key concepts in math Build conceptual understanding to fluency Common Core Content Standards • Streamlined • “Asking a student to understand something means asking a teacher to assess whether the child has understood it.” • Hallmark of understanding: student can explain why a mathematical statement is true or where a rule comes from. © Amanda VanDerHeyden, Do Not Reproduce Without Permission Roadmap to Lesson Planning • Do students understand? Can they do it? • How will you – Establish conceptual understanding? – Build fluency? – Provide applied practice and discussion? © Amanda VanDerHeyden, Do Not Reproduce Without Permission Tier 1: Screening • • • • 3 times per year More frequently if problems are detected Probably two probes required Computation probes work well-- consider state standards • Math Screening • 2 minutes. Scored for Digits Correct per 2 min © Amanda VanDerHeyden, Do Not Reproduce Without Permission Class-wide Screening © Amanda VanDerHeyden, Do Not Reproduce Without Permission Feedback to Teachers © Amanda VanDerHeyden, Do Not Reproduce Without Permission Tier 1 or 2: Class-wide Intervention Mary Chiquita Baseline 120 Randy Sandy Intervention Digits Correct in Two Minutes Brandy 100 Colvin m a s t e r y 80 60 40 Jolisha Daleesha Kiera Bradley Jared Alfred Sienna instructional range 20 Jarian Trey Robert Andrea 0 1 2 3 4 5 Sessions © Amanda VanDerHeyden, Do Not Reproduce Without Permission Ashley Jaren No Class-wide Problem Detected © Amanda VanDerHeyden, Do Not Reproduce Without Permission 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. © Amanda VanDerHeyden, Do Not Reproduce Without Permission Decision Rule Following Can’t Do/Won’t Do Assessment © Amanda VanDerHeyden, Do Not Reproduce Without Permission Tier 3: Individual Intervention • Conducted by classroom teacher • Protocol based • Follows adequate functional assessment © Amanda VanDerHeyden, Do Not Reproduce Without Permission #Correct Response to Intervention Before Intervention During Intervention Avg. for his Class Each Dot is one Day of Intervention Intervention Sessions Intervention in Reading © Amanda VanDerHeyden, Do Not Reproduce Without Permission #Correct Response to Intervention Before Intervention During Intervention Avg. for his Class © Amanda VanDerHeyden, Do Not Reproduce Without Permission Using Screening Data to Identify Class-wide and System-wide Instructional Problems Step 1: Identify the need for Tier 1 or 2 Intervention © Amanda VanDerHeyden, Do Not Reproduce Without Permission 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. © Amanda VanDerHeyden, Do Not Reproduce Without Permission Consider • • • • The Task Integrity of Administration Reliability of Scoring Use software to organize the data © Amanda VanDerHeyden, Do Not Reproduce Without Permission Mult 0-9 4th Grade Fall Screening Start with a Helicopter View 45 Second Grade Math 46 Third Grade Math 47 Where system problems are detected, deploy system interventions and: Verify Rapid Growth in all Classes 48 Look for Lagging Classes– and Respond 49 50 Teacher 12 Teacher 11 Teacher 10 Teacher 9 Teacher 8 Teacher 7 Teacher 6 Teacher 5 Teacher 4 Teacher 3 Teacher 2 Teacher 1 Set System Goals- Track- And Respond First Graders N = 250 140 words read correctly per minute 120 100 80 Poverty Not in Poverty 60 Linear (Poverty) Linear (Not in Poverty) 40 20 0 1 2 3 4 5 6 7 8 Weeks 51 How Can MTSS Help? • Organize small groups based on student proficiency (acquisition, fluency, generalization) • Use Classwide intervention to build fluency in pre-requisite skills (I’ll explain) • Use intensive, individualized interventions to conduct acquisition interventions following functional academic assessment (I’ll show you how) • Use screening data to connect instructional strategies to student proficiency © Amanda VanDerHeyden, Do Not Reproduce Without Permission Gradewide Problem? No Yes Classwide Problem? Yes No Intervention © Amanda VanDerHeyden, Do Not Reproduce without Written Permission School-Wide Problem? • Examine core instruction materials and procedures – Instructional time – Research-supported curric materials – Calendar of instruction – Understanding and measurement of mastery of specific learning objectives © Amanda VanDerHeyden, Do Not Reproduce Without Permission • Establish priorities for improvement and determine timeline • Add a supplemental instructional program with weekly PM • Examine and respond to implementation effects each month. Share w/ feeder pattern & connect to long-term effects. © Amanda VanDerHeyden, Do Not Reproduce Without Permission School-Wide Problem? Percentage of Students At Risk 90 80 70 60 50 40 30 20 10 0 Percentage of Students At Risk Fall Winter Spring © Amanda VanDerHeyden, Do Not Reproduce Without Permission © Amanda VanDerHeyden, Do Not Reproduce Without Permission 58 Teacher 12 Teacher 11 Teacher 10 Teacher 9 Teacher 8 Teacher 7 Teacher 6 Teacher 5 Teacher 4 Teacher 3 Teacher 2 Teacher 1 • Demographics should become more proportionate in failure or risk groups over time. • Percentage of students “on track” should improve (look at percent enrolling in and passing algebra, AP enrollments and scores, Percent taking and meeting ACT benchmarks). © Amanda VanDerHeyden, Do Not Reproduce Without Permission Grade-wide Problem? • Examine core instruction procedures • Begin class-wide supplement and PM weekly • Conduct vertical teaming with preceding and subsequent grade levels to identify strategies to ensure children attain gradelevel expected skills in future. © Amanda VanDerHeyden, Do Not Reproduce Without Permission 61 Teacher 12 Teacher 11 Teacher 10 Teacher 9 Teacher 8 Teacher 7 Teacher 6 Teacher 5 Teacher 4 Teacher 3 Teacher 2 Teacher 1 Small Group Problem • Use Tier 2 time to provide more explicit instruction following standard protocol. • Monitor weekly. Exit students based on post-intervention performance not in the risk range on lesson objectives and screening criterion. • When most children are responding well, identify children for Tier 3. © Amanda VanDerHeyden, Do Not Reproduce Without Permission • About 90% of children should respond successfully to Tier 2 intervention • Successful responders should surpass screening criterion at higher rates on subsequent screenings. • Successful responders should pass highstakes at higher rates than before use of Tier 2 strategies. © Amanda VanDerHeyden, Do Not Reproduce Without Permission Individual Problem? • Conduct individual assessment to establish targets, identify effective intervention, and specify baseline. • Prepare all materials • Monitor weekly and troubleshoot to accelerate growth © Amanda VanDerHeyden, Do Not Reproduce Without Permission • Most children participating in Tier 3 should respond successfully. More than 5% of screened pop is a red flag. • Focus on integrity of intervention. • Growth should be detectable within two weeks. • Troubleshoot interventions that aren’t working. © Amanda VanDerHeyden, Do Not Reproduce Without Permission • Successful responders to Tier 3 should fall into risk range on subsequent screenings at lower rates. • Successful responders should pass highstakes at higher rates. • Unsuccessful responders should qualify for more intensive instruction at higher rates. • Responders/nonresponder should be proportionate by demographics. © Amanda VanDerHeyden, Do Not Reproduce Without Permission Let’s Talk about Two Pitfalls • Loosely Defined Model • Over-assessment 67 Your Model is “Too Loose” If • Results are inconsistent across schools and/or over time • There are long delays between decisions • There are cases without a final decision 68 Assess Smarter • First, select the best measures and understand what the “hit” rate is • No measure is perfect and adding more measures may not (most likely will not) increase the “hit” rate • What do I mean by a “hit” rate? 69 “Hit” Rates Summarize Accuracy of Decisions 70 71 Users Must Weigh • The costs of false positive errors and false negative errors for each decision. – For Screening Decisions – A priority is placed on avoiding false negative errors typically. – As a result, many screening systems burden systems with high false-positive error rates. – High error rates cause users to lose momentum and can attenuate intervention effects systemwide. – Collecting “more data” does not necessarily improve the hit rate. 72 Schools are Drowning in Data and the Same Children Still Can’t Read (or Count) • Are we making a difference? • Are we changing the odds? 73 Take an Assessment Inventory 74 Verify Screening Adequacy 75 Exploit Existing Data and Respond- First, Verify Core 76 77 78 79 80 81 Decision “Hit Rates” Can be Examined to know if • Use of an assessment or intervention improves outcomes over time (increases the odds of student success) • You can compute the probability of passing or failing the high-stakes test if a student has passed or failed a screener (called the post-test probability) • e.g., VanDerHeyden, A. M. (2010). Determining early mathematical risk: Ideas for extending the research. Invited commentary in School Psychology Review, 39, 196-202. 82 Bad Decisions are Not Benign • Art • Music • Play • Rest • Field Trips • Special Projects Literacy Mathematics Language and Writing Social Skills • Parent/School Bonding • Community Support 83 How-To Classwide Math © Amanda VanDerHeyden, Do Not Reproduce Without Permission 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 © Amanda VanDerHeyden, Do Not Reproduce Without Permission • Usually the higher-performing student, goes (models) first. • Rotating high performers helps maintain motivation © Amanda VanDerHeyden, Do Not Reproduce Without Permission Materials Needed • Computer and software to organize data • Student data imported. Clerical person to enter data onsite for tier 1 screen only. • Color printer to print graphs + extra color cartridges • Probe materials, digital count-down timers • Intervention protocols, intervention materials (e.g., flashcard sets, reading materials) • Access to copier and some assistance with copying • Reinforcers for treasure chest (no more than $500 per school) © Amanda VanDerHeyden, Do Not Reproduce without Written Permission Teacher : Grade : Classwide Intervention: Teaching Math Facts Date: (Use with Flashcards) This intervention is designed to build math fact fluency and increase accuracy addition, subtraction, multiplication , or division f acts . Teacher Coach Card and can be used for (conduct these steps every day): Instruct students to find their math partner and get out flashcards quickly and quietly . GUIDED PEER PRACTICE Set timer for 3 minutes and tell students, “Begin practicing.” When timer rings, tell students, “Stop. Switch flashcards.” Set timer for 3 minutes and tell students, “Begin practicing.” “Stop practicing.” When timer rings, tell students, TIMED INDEPENDENT PRACTICE Pass out worksheets face -down on students’ desks. Tell your paper. Don’t turn them over until I tell you to.” Set timer for 2 minutes. Say, “On your mark, get set.” When the timer rings, tell students, longer working.” students, “Write your name on the back of Begin the timer, and say, “Hold your papers up in the a “Go.” ir so that I can see that you are no Tell students, “Trade papers with your math partner for scoring. When I call out the answers, mark the answers ‘right’ or ‘wrong’.” ERROR CORRECTION Call out the correct answers. Review answers t hat several students miss. Tell students, “Give papers back to their owners now. If you missed problems, write the correct answer under the problem where your partner wrote it.” Tell students, “Write your score on your progress chart and pass your pa pick them up.” pers to the front so I can REWARD/MOTIVATION Shuffle the papers. Randomly draw a paper from the stack. If the score on this randomly selected paper is higher than the randomly selected score from the day before (or the class median if you have calculated it), then deliver a classwide reward (e.g., 5 minutes free time). Teachers: Every Friday, record each student’s score on the Daily Intervention datasheet in the “intervention” column.VanDerHeyden, Do Not Reproduce Without Permission © Amanda Teacher: Grade: Date: Classwide Math Intervention: Moving Beyond Basic Facts (Use with Practice Sets) Distribute the correct worksheet to students and tell students to get into their working pairs. Instruct students to write their names and the date on math sheet. GUIDED PEER PRACTICE Students should complete the first row (or as many as possible in 3 minutes) of the worksheet with help from their math buddy. Tell students to switch roles. Now, the other student should comple many as possible in 3 minutes) with help from their math buddy. te the second row of problems (or as *** The goal is for students to work as quickly as possible completing as many problems as possible in the short amount of time with 100% accuracy. If one student is stronger than another, then you will have to monitor to make sure that the stronger student does not simply supply the answer but explains how to get the answer when that student is acting as the “coach” or “tutor.” INDEPENDENT TIMED PRACTICE Set timer for 2 minutes. 2 minutes. Work problems below the practice line for When timer rings, tell students to stop working. ERROR CORRECTION Have students trade papers and score. Provide a mini -lesson/review when the same kind of error is made by many students. Have students count the number of digits correct at the top of the page. Write the correct answer for the problems you missed. REWARD/MOTIVATION Shuffle the papers. Randomly draw a paper from the stack. If the sc ore on this randomly selected paper is higher than the randomly selected score from the day before (or the class median if you have calculated it), then deliver a classwide reward (e.g., 5 minutes free time). Teachers: Each Friday, record student’s score Column.” © Amanda VanDerHeyden, s on the Daily Intervention Datasheet in the “Intervention Do Not Reproduce Without Permission Measurement Plan • Weekly probe of Intervention skill • Weekly probe of Retention of previously mastered computational skills • Monthly probe using GOM approach to monitor progress toward year-end computational goals • To this you might add an application measure © Amanda VanDerHeyden, Do Not Reproduce Without Permission Sample Sequence RD 3 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 with and without regrouping 6. multiplication facts 0 -9 7. division facts 0 -9 8. fact families multiplication and division 0 -9 9. add/subtract fractions with like denominators (3rds, 4ths, 8ths, 10ths, no regrouping) 10. single digit multiplied by double/triple digit flash cards practice set practice set practice set practice set – same as skill – same as skill – same as skill – same as skill flash cards flash cards practice set – same as skill practice set – same as skill 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 practice set – same as skill without remainders 13. add and subtract decimals to the hundredths practice set – same as skill © Amanda VanDerHeyden, Do Not Reproduce Without Permission Sample Sequence © Amanda VanDerHeyden, Do Not Reproduce Without Permission Sample Sequence © Amanda VanDerHeyden, Do Not Reproduce Without Permission Kindergarten, 1st Semester © Amanda VanDerHeyden, Do Not Reproduce Without Permission Kindergarten, 2nd Semester © Amanda VanDerHeyden, Do Not Reproduce Without Permission Intervention Plan • Class Median reaches mastery range for skill, next skill is introduced • Following promising results at one site in 2002-2003, lead to implementation districtwide grades 1-8 for all children by 20042005. © Amanda VanDerHeyden, Do Not Reproduce Without Permission Instructional Criteria • MATH – K: • • • • 0-7 Count Objects, Circle Number 0-5 Count Objects, Write Number 0-4 Identify Number, Draw Circles 0-5 Rapid Discrimination (sorting) – Grades 1-3 • 0-19 dc/2 min Frustration • 20-39 dc/2 min Instructional • 40+ dc/2 min Mastery – Grades 4-6 • 0-39 dc/2 min Frustration • 40-79 dc/2 min Instructional • 80+ dc/2 min Mastery A More Powerful Way to Define Intervention Intensity Generalization Cues to generalize, corrective feedback for application and problem-solving, systematic task variation, fading of support. Child response is fluent Fluency Intervals of practice, opportunities to respond, delayed feedback, ensure reinforcement for more fluent performance. Child response is accurate but slow Acquisition Child response is inaccurate Salient cues, frequent & high-level prompting, immediate feedback, more elaborate feedback, sufficient exemplars of correct/incorrect, controlled task presentation. Class-wide Math Intervention © Amanda VanDerHeyden, Do Not Reproduce Without Permission Decision making • Review data to make decisions: DATA OUTCOME 1: Class median is below mastery range and most students gaining digits correct per week. ACTION: Consider implementing intervention for an additional week and then review progress again. © Amanda VanDerHeyden, Do Not Reproduce Without Permission Decision making DATA OUTCOME 2: Class median is below mastery range and most students are not gaining digits correct per week: ACTION: Check Integrity first and address with training if needed. Consider implementing intervention for an additional week with incentives or easier task and then review progress again. © Amanda VanDerHeyden, Do Not Reproduce Without Permission Decision making DATA OUTCOME 3: If the class median is above mastery range then consider: ACTION: Increasing task difficulty and continuing classwide intervention. ACTION: For students performing 1 SD below the class mean, consider Tier 3. © Amanda VanDerHeyden, Do Not Reproduce Without Permission Results © Amanda VanDerHeyden, Do Not Reproduce Without Permission Tier 1 Screening Indicates Class-wide Problem © Amanda VanDerHeyden, Do Not Reproduce Without Permission Tier 2: Class-wide Intervention 120 100 80 60 40 11/18/2003 11/14/2003 11/7/2003 0 10/31/2003 20 10/24/2003 Digits Correct Two Minutes Teacher F Mult 0-12 Weeks © Amanda VanDerHeyden, Do Not Reproduce Without Permission Increased Difficulty- Intervention Continues 140 120 100 80 60 40 20 1/23/2004 1/15/2004 1/8/2004 12/18/2003 12/5/2003 0 11/21/2003 Digits Correct Two Minutes Teacher F Div 0-12 Weeks © Amanda VanDerHeyden, Do Not Reproduce Without Permission Ambrose Intervention Progress DC2M mult 0-12 div 0-12 fact fam 0-12 100 90 80 70 60 50 40 30 20 10 0 1 4 6 8 9 11 Week © Amanda VanDerHeyden, Do Not Reproduce Without Permission Pre-post changes to performance detected by CBM Instructional range Frustrational range Each bar is a student’s performance © Amanda VanDerHeyden, Do Not Reproduce Without Permission Fourth Grade © Amanda VanDerHeyden, Do Not Reproduce Without Permission Computation Gains Generalized to High Stakes Test Improvements (Gains within Multiple Baseline shown as pre-post data) © Amanda VanDerHeyden, Do Not Reproduce Without Permission Gains within Multiple Baseline (shown as pre-post data) © Amanda VanDerHeyden, Do Not Reproduce Without Permission District-Wide RCT 4th & 5th Graders Skill 1 60 treatment 50 control 40 30 20 10 0 Beauvoir Gorenflo Jeff Davis Lopez Nichols North Bay © Amanda VanDerHeyden, Do Not Reproduce Without Permission Popps Ferry Skill 2 90 control 80 70 treatment 60 50 40 30 20 10 0 Beauvoir Gorenflo Jeff Davis Lopez Nichols North Bay © Amanda VanDerHeyden, Do Not Reproduce Without Permission Popps Ferry Skill 3 60 control 50 treatment 40 30 20 10 0 Beauvoir Gorenflo Jeff Davis Lopez Nichols North Bay © Amanda VanDerHeyden, Do Not Reproduce Without Permission Popps Ferry 115 • Effects on year-end scores significant at fourth grade. Effects strongest for students who were lowest performing on the prior year’s test score. • CBMS showed strong effects, both grades. • Integrity varied by class and variations explained effects 116 Overall 117 For Vulnerable Students 118 For Vulnerable Students 119 Conclusions • Low-performing students more prone to have week(s) of missing data. • Probability of failure was reduced at a greater rate for students who receive free and reduced lunch, students receiving special education, and for African American students. 120 Let’s Talk about Another Pitfall • Overemphasizing intervention selection and under-emphasizing intervention management 121 80 of interventions are not used ___% without support © Amanda VanDerHeyden, Do Not Reproduce without Written Permission Common Pitfalls • Most interventions fail because they are not implemented correctly • Standard protocol interventions facilitate accurate implementation and can work • Too much time is spent on problem admiration and dissection © Amanda VanDerHeyden, Do Not Reproduce without Written Permission Troubleshoot Intervention Support Yes No Was the intervention developed to ensure that it required minimal classroom time and resources and fit within daily classroom routines? Are materials readily available to the teacher? Was a step-by-step “coach card” provided? Was the teacher shown how to implement the intervention by a “coach?” Did the coach observe implementation of the intervention to ensure that the teacher could use the intervention correctly and had all needed materials? Was weekly follow-up support provided to the teacher after initial training? Are integrity data graphed to show used correctly? Is an administrator involved? From Witt, VanDerHeyden, & Gilbertson, 2004 © Amanda VanDerHeyden, Do Not Reproduce without Written Permission Integrity Failures are Sentinel Events • Untreated integrity problems become student learning deficits, schoolwide learning problems, and false positive decision errors • Integ problems affect dose and quality of the treatment (an intervention implemented with fidelity is a functionally different intervention than one implemented inconsistently • Integ positively correlated with student learning gains, amount of intervention covered • Even veteran sites require monitoring and follow-up 125 Sometimes it’s the Simple Things • Proximity to trainer • Child availability for intervention sessions • Intervention error (e.g., modeling too rapidly, failing to give feedback) • Materials available • No one’s watching • Tracking and troubleshooting implementation failures • Remember, intervention failures should be 126 rare 3 dig + with and without RG 3 dig - with and without RG 2 dig - with RG 2 dig - without RG 2 dig + with RG 2 dig + without RG FF 0-20 +/- 0-20 59% Integ - 0-20 - 0-15 - 0-12 - 0-9 + 0-20 Just like your mama told you: INTEGRITY MATTERS 96% Integrity 9 8 7 6 5 4 3 2 1 0 Teacher 1 M = 78% Teacher 2 M =100% # weeks per skill 127 128 VanDerHeyden, McLaughlin, Algina, Snyder (in press). AERJ To Avoid Pitfalls • Specify measures, decision rules, and intervention management procedures • Obtain the best data • Obtain only the data necessary to make accurate decisions at each stage • Plan system interventions where system problems are detected • Actively manage intervention implementation 129 Ask • What are our system goals? • What data are we collecting to reflect progress? • How are we responding to lack of progress (how often, what resources)? • How do data inform professional development decisions, text/material/resource adoptions, allocation of instructional time? • How do data tie into personnel evaluation? 130 Ask • Are we changing the odds of success in our schools? • What are our special targets and priorities (e.g., numeracy, high-mobility, etc.) • Are we operating as efficiently as possible? • Are teachers adequately supported (i.e., someone responds to data and goes in to coach and support)? • Do our instructional leaders follow data? 131 Avoid Common Mistakes • Exploit existing data to know if efforts are working – % at risk fall, winter, spring by grade – % of class-wide problems fall, winter, spring by grade – % of f/r lunch at risk should mirror % of f/r lunch overall, same for ethnicity and sp ed – Reduced risk across grades – Decreased evaluations, proportionate, & accurate • Specify what you are going to do about it • Implement solution well • Follow-up and respond to implementation failures 132 For More Information • Amanda VanDerHeyden – amandavande@gmail.com – 251-300-0690 • www.isteep.com and www.gosbr.net • www.rtinetwork.org • www.nasdse.org (blueprints) • Keeping RTI on Track: How to Identify, Repair and Prevent Mistakes That Derail Implementation • http://www.shoplrp.com/product/p-300620.html • Or 1-800-341-7874 • http://www.jeabjaba.org/abstracts/JabaAbstracts/26/26597.Htm (Fixsen & Blasé, 1993) • Hattie (2009). Visible Learning. 133