Arizona’s School Accountability System 2008 Technical Manual Tom Horne Superintendent of Public Instruction Arizona Department of Education Volume II: Adequate Yearly Progress Research & Policy Arizona Department of Education Robert Franciosi, Deputy Associate Superintendent Achieve@azed.gov Published by the Arizona Department of Education, January 2009. The Arizona Department of Education of the State of Arizona does not discriminate on the basis of race, religion, color, national origin, sex, disability or age in its programs, activities or in its hiring and employment practices. If you have questions or grievances related to this guideline, please contact the Administrative Services DAS at (602)542-3186. Table of Contents 1. INTRODUCTION ........................................................................................................................... 4 2. OVERVIEW OF THE NCLB EVALUATION SYSTEM .................................................................... 5 SCHOOLS TO BE EVALUATED ....................................................................................................... 5 PROFICIENCY STANDARDS ........................................................................................................... 5 GROWTH MODEL PILOT ............................................................................................................... 7 PERCENTAGE OF STUDENTS ASSESSED ........................................................................................ 7 APPLICABLE SUBGROUPS ............................................................................................................. 7 ADDITIONAL INDICATORS OF SCHOOL PERFORMANCE................................................................. 7 PUTTING IT ALL TOGETHER ......................................................................................................... 8 3. TIMELINE .................................................................................................................................... 9 TIMELINE ..................................................................................................................................... 9 4. MEETING THE ANNUAL MEASURABLE OBJECTIVES FOR PROFICIENCY ................................ 10 CALCULATION OF ANNUAL MEASURABLE OBJECTIVES (AMOS) .............................................. 10 DATA USED ............................................................................................................................... 12 SPECIAL RULES .......................................................................................................................... 13 5. THE GROWTH MODEL.............................................................................................................. 14 SETTING THE GROWTH TARGETS ............................................................................................... 14 DETERMINING IF A STUDENT MEETS THE GROWTH TARGET ...................................................... 14 MEETING THE AMO .................................................................................................................. 16 DATA USED ............................................................................................................................... 16 SPECIAL RULES .......................................................................................................................... 17 6. MEETING THE STANDARD FOR NUMBER OF STUDENTS TESTED ............................................ 19 CALCULATION ........................................................................................................................... 19 DATA USED ............................................................................................................................... 19 SPECIAL RULES .......................................................................................................................... 19 7. ADDITIONAL INDICATORS OF SCHOOL PERFORMANCE .......................................................... 21 ATTENDANCE RATE ................................................................................................................... 21 GRADUATION RATE ................................................................................................................... 21 8. CALCULATION OF ADEQUATE YEARLY PROGRESS FOR K-2 SCHOOLS ................................. 24 MEETING THE 95 PERCENT TESTED REQUIREMENT AND ANNUAL MEASURABLE OBJECTIVES .. 24 9. CALCULATION OF ADEQUATE YEARLY PROGRESS FOR SMALL SCHOOLS ............................ 25 MEETING THE 95 PERCENT TESTED REQUIREMENT ................................................................... 25 MEETING THE ANNUAL MEASURABLE OBJECTIVES IN SMALL SCHOOLS ................................... 25 MEETING THE ADDITIONAL INDICATOR ..................................................................................... 25 10. DETERMINING ADEQUATE YEARLY PROGRESS FOR SCHOOL DISTRICTS AND CHARTER HOLDERS ...................................................................................................................................... 26 Arizona’s Accountability System: Volume II Arizona Department of Education 1 DIFFERENCES BETWEEN DISTRICT AND SCHOOL AYP EVALUATION METHODS ........................ 26 11. ADEQUATE YEARLY PROGRESS (AYP) APPEALS PROCESS .................................................. 28 PROCEDURE AND TIMELINE ....................................................................................................... 28 12. SCHOOL IMPROVEMENT AND LEA IMPROVEMENT DESIGNATIONS..................................... 31 OVERVIEW ................................................................................................................................. 31 SCHOOL IMPROVEMENT PROGRAM PARTICIPATION ................................................................... 31 LEA IMPROVEMENT PROGRAM PARTICIPATION ........................................................................ 33 Arizona’s Accountability System: Volume II Arizona Department of Education 2 List of Tables and Figures TABLE 1.1 COMPARISON OF ARIZONA’S ACCOUNTABILITY SYSTEMS ............................................. 4 TABLE 2.1 ANNUAL MEASURABLE OBJECTIVES (AMOS) ................................................................ 6 TABLE 2.2 CATEGORIES EVALUATED UNDER NCLB FOR A MIDDLE SCHOOL ................................. 8 TABLE 4.1 RULES FOR DETERMINING UB99 FOR SMALL N AND P .................................................. 11 TABLE 5.1 ANNUAL GROWTH TARGET FOR 4TH GRADE MATH ..................................................... 15 TABLE 5.2 MET ANNUAL GROWTH TARGET FOR ALTERNATE ASSESSMENT ................................. 17 Arizona’s Accountability System: Volume II Arizona Department of Education 3 1. Introduction The federal No Child Left Behind Act of 2001 (NCLB) requires states to establish an accountability system to evaluate the performance of local public schools and school districts, including charter schools. Specifically, states are required to: Institute performance standards for reading/language arts, mathematics, and science. Develop and administer tests to measure whether students meet these standards. Establish a timeline to ensure that all students are proficient according to state standards by 2013-2014. Create a statewide accountability system to evaluate school progress in meeting the goals of the timeline, and issue report cards informing parents of school performance. The purpose of this technical manual is to describe the method Arizona has created to Table 1.1 Comparison of Arizona’s Accountability Systems NCLB Required by federal law Arizona LEARNS Required by state law Components of evaluation AIMS scores Growth model Percent students assessed Attendance/Graduation rates Components of evaluation AIMS scores Measure of Academic Progress English language assessment Graduation/dropout rates AYP Labels schools on a graded scale: Labels schools on a yes/no system Failing to meet academic standards Underperforming Performing Highly performing Excelling evaluate schools in order to comply with NCLB. Arizona also has an accountability system required by state law: AZ LEARNS. The table below briefly compares the two systems. Arizona’s Accountability System: Volume II Arizona Department of Education 4 2. Overview of the NCLB Evaluation System This section provides an overview of how adequate yearly progress (AYP) is determined for schools and districts. More detailed discussions of the methodology used to determine AYP, including descriptions of equations, algorithms, and data used are given in subsequent chapters. The No Child Left Behind Act requires that every public school and district in a state—as well as the state itself—be evaluated on three measures: 1. Progress toward meeting the goal of 100 percent proficiency in state standards; 2. Percentage of students assessed; and 3. An additional measure of school performance. NCLB mandates that for high schools this indicator be the graduation rate. States may select an alternative indicator for elementary schools. Arizona, along with many other states, has chosen attendance rate for the other indicator for elementary schools. If an entity—school, district, or state—passes on all three measures, then it is deemed to have made adequate yearly progress (AYP). Schools to Be Evaluated All schools—including extremely small schools, new schools, and schools that only offer grades K-2—must receive an AYP determination. The state’s system for school accountability, Arizona LEARNS also provides profiles for all schools. A major difference in the two evaluations is that AZ LEARNS allows alternative and extremely small schools to be evaluated under different criteria where NCLB requires all public schools in the state to be given an AYP designation based on the same criteria. Proficiency Standards NCLB requires that every student in Arizona meet state standards in reading/language arts and mathematics—that is, pass AIMS—by the year 2013-2014. To further this goal, the state must set annual measurable objectives (AMOs) for each grade and subject evaluated. In Arizona, the grades evaluated by AIMS are three through eight, and ten. The annual measurable objectives set goals for yearly growth in the percentage of students passing AIMS. To make AYP an entity must reach the AMOs for both mathematics and reading/language arts in each grade it offers. The AMOs for Arizona are given in table 2.1 below. Arizona’s Accountability System: Volume II Arizona Department of Education 5 Table 2.1 Annual Measurable Objectives (AMOs) Grade 3 2008-10 2011 2012 2013 2014 Grade 4 2008-10 2011 2012 2013 2014 Grade 5 2008-10 2011 2012 2013 2014 Grade 6 2008-10 2011 2012 2013 2014 Grade 7 2008-10 2011 2012 2013 2014 Grade 8 2008-10 2011 2012 2013 2014 High School 2008-10 2011 2012 2013 2014 Reading AMO (percent passing) 62.6 71.9 81.2 90.5 100 Math AMO (percent passing) 54.6 65.9 77.2 88.5 100 56 67 78 89 100 63.2 72.4 81.6 90.8 100 54.6 65.9 77.2 88.5 100 46.6 59.9 73.2 86.5 100 56 67 78 89 100 54.4 65.8 77.2 88.6 100 59.2 69.4 79.6 89.8 100 58.4 68.8 79.2 89.6 100 54.0 65.5 77.0 88.5 100 38.0 53.5 69.0 84.5 100 48.6 61.4 74.2 87.0 100 40 55 70 85 100 There are two additional steps taken when determining if a school met the AMO for a specific subject and grade. First, rather than comparing the actual percentage of students who are proficient to the AMO, a 99 percent confidence interval is calculated to estimate the percent Arizona’s Accountability System: Volume II Arizona Department of Education 6 proficient. If the upper bound of this confidence interval is above the AMO, the school is deemed to have met the objective. Second, if a school fails to meet the objective after the confidence interval is applied, it may still be deemed to have met the AMO if it meets the safe harbor provision. Safe harbor is a two-part test that requires schools to demonstrate sufficient progress over the previous year in the percentage of students failing to meet the standard and meet a threshold set by the Arizona Department of Education for an additional indicator. Both of these refinements will be discussed in more detail later. Growth Model Pilot In 2007 Arizona was approved by the U.S. Department of Education to implement a growth model for AYP evaluations. Under Arizona’s growth proposal, students are only counted proficient in the current year, regardless of whether they have passed the AIMS, if they are making sufficient progress to reach proficiency within three years or by eighth grade, whichever comes first. If the percentage of students in a subgroup who meet their growth target is equal to or greater than the AMO, that subgroup has met the AMO for the AYP evaluation. The growth model is applied to grades four through seven. The growth model is not used for small schools, K-2 schools, and high schools. Percentage of Students Assessed In order for a school, district, or the state to make adequate yearly progress it must assess 95 percent of its students for each subject in every grade offered, including each applicable subgroup. Students count as assessed if they had a valid score for AIMS or the alternative assessment for the severely disabled, AIMS-A. Starting in 2006, in compliance with federal guidance, students who tested with alternate accommodations were not counted as tested. All the students enrolled for the day of testing (high school) or the first day of the testing window (elementary) represent the population to be assessed. Applicable Subgroups In addition to assessing 95 percent of its students and meeting the annual measurable objectives for all subject/grade combinations it encompasses, an entity must also meet the same objectives for every applicable subgroup within each subject/grade combination. NCLB specifies the following subgroups be evaluated: the five major ethnic groups—Hispanic, White, AfricanAmerican, Asian-Pacific Islander, and Native American—English Language Learners (ELL), students with disabilities, and students from low-income families. A student is identified as being from a low-income family if SAIS demographic information indicates she is eligible for a free or reduced lunch. Students are considered program members (ELL, sped, or free or reduced lunch) if they were enrolled as a member of that program at any time during the school year at the school in which they were tested. Additional Indicators of School Performance NCLB requires that an additional indicator be used for AYP determinations. The law mandates that a four-year graduation rate be used for high schools, but allows states to select the Arizona’s Accountability System: Volume II Arizona Department of Education 7 standard schools must meet. To make adequate yearly progress, a high school must have a fouryear graduation rate of 71 percent, or show a 1 percentage-point improvement in the graduation rate over the previous year. NCLB allows states to select the additional indicator used for elementary schools. Arizona has chosen to use the school-wide attendance rate. The performance goal for the attendance rate was set at 90 percent. To make AYP, elementary schools must have a schoolwide attendance rate of 90 percent, or show a 1 percentage-point improvement in the attendance rate over the previous year. Putting It All Together Table 2.2 provides an example of how the three performance measures—proficiency in state standards, percentage of students assessed, and an additional indicator—are combined to determine whether a school has made AYP. The example given is for a middle school serving grades 7 and 8. The school is evaluated based on student performance on AIMS reading and mathematics tests for these two grades, the percentage of students evaluated for each test and attendance rates. All the combinations for which a typical middle school would be evaluated under NCLB are provided; there are 73 separate combinations examined. NCLB requires that schools be evaluated using a conjunctive model. That is, to make AYP, a school must meet the performance objective in every category in which it is evaluated. For example, if the school in table 2.2 fails to meet the objective in any one of the cells in the table, it fails to make AYP. Table 2.2 Categories Evaluated Under NCLB for a Middle School Grade Subject Subgroup All students African American Asian-Pacific Islander Hispanic Native American White Special Education English Language Learner Low Income Met Other School wide Indicator: Attendance Rate? Seventh Math Reading Met Met Met Met 95% AMO? 95% AMO? tested? tested? Yes/No Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Eighth Math Reading Met Met Met Met 95% AMO? 95% AMO? tested? tested? Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Y/N Arizona’s Accountability System: Volume II Y/N Arizona Department of Education 8 3. Timeline Districts and charter holders are solely responsible for submitting the data necessary for calculating achievement profiles for their schools and for ensuring its accuracy. Because of the stakes involved and the volume and scope of the data used, the ADE allows districts and charter holders to review the data used in the evaluations. From February 21, 2008 through May 30, 2008 schools and districts were given the opportunity to review and correct the data used for calculating the four-year graduation rate used in the AYP evaluation. From June 13, 2008 through September 12, 2008 schools and districts were given an opportunity to review and correct student demographic and program membership information. All program membership, demographic information, and student activity codes relevant to AYP evaluations were taken from the state’s SAIS database of student records. Consequently the only information that schools needed to correct in the ADE AIMS testing files were students’ SAIS IDs (needed for matching). If any demographic or program information was incorrect, schools and districts were required to correct it in the SAIS database. IMPORTANT NOTE: The criteria used to select AIMS scores for evaluation of AYP differ from the criteria used to select scores for AZ LEARNS. Indeed, the criteria differ among the separate components of the AYP evaluation. The criteria also differ from the scores provided to schools by the testing contractor, and the scores publicly reported by ADE which are available here: http://azed.gov/researchpolicy/AIMSResults/. Timeline The timeline for the 2008 AYP determinations was: February 21, 2008. Start of statistical review and appeals of graduation rate data. May 30, 2008. Close of statistical review and appeals of graduation rate data. May 31, 2008. Start of verification process for student information. September 3, 2008. Preliminary release of AYP evaluations for all schools and districts; opening of appeals process. September 12, 2008. Closing of appeals and data correction processes. October 1, 2008. Public release of AYP evaluations for all schools and districts. Arizona’s Accountability System: Volume II Arizona Department of Education 9 4. Meeting the Annual Measurable Objectives for Proficiency Calculation of Annual Measurable Objectives (AMOs) This section describes the calculation used to determine if a school meets the annual measurable objectives (AMOs) for student proficiency in math and reading/language arts. NCLB requires that schools meet the AMOs set by the state in order to make AYP. Schools must meet the AMOs for each subject/grade combination and all the applicable subgroups. The formula used to calculate the percentage of students passing is: Percent Pass Number of students meeting or exceeding the standard on AIMS Number of students tested This fraction is rounded to two digits, e.g.: .941=.94; .946=.95. To ensure that the decision regarding whether a school meets an AMO is reliable the AMO determination is made employing a 99 percent (one-tailed) confidence interval. If the AMO in question is below the upper bound of the confidence interval calculated for the school, the school is deemed to have met the standard. Example. Twenty-nine percent of a school’s third graders passed the AIMS mathematics test. The upper bound of the 99 percent confidence interval for this subject/grade combination for this school is calculated to be 35 percent. Since this is greater than the intermediate goal of 32 percent, the school is considered to have met the standard. Let p = the percent of students in a group passing the AIMS and n=the number of students in the group. Then the equation for the upper bound of the 99 percent confidence interval (UB99) is: UB99 p 2.33 p(1 p) n. As can be seen from the equation, the confidence interval depends upon the percent of students who passed the test, and the number of students tested. Thus, the size of the confidence interval will differ among subgroups. The equation is an approximation of the confidence interval for a binomially distributed variable. It uses the standard normal distribution and is sufficiently accurate if the group size and percentage of students passing are large enough. For small values of n and small p, a more accurate estimate of the confidence interval is made using statistical tables that provide Arizona’s Accountability System: Volume II Arizona Department of Education 10 confidence intervals for a binomially distributed variable.1 The tables are applied using the rules given in table 4.1. Table 4.1 Rules for Determining UB99 for Small n and p. If n ≥ 40 and n <45, and p ≥ 0.00 and p < 0.05, UB99 = 0.13 p ≥ 0.05 and p < 0.10, UB99 = 0.22 p ≥ 0.10 and p < 0.15, UB99 = 0.28 p ≥ 0.15 and p < 0.20, UB99 = 0.35 If n ≥ 55 and n < 60, and p = 0.00, UB99 = 0.10 If n ≥ 45 and n <50, and p ≥ 0.00 and p < 0.05, UB99 = 0.12 p ≥ 0.05 and p < 0.10, UB99 = 0.21 p ≥ 0.10 and p < 0.15, UB99 = 0.27 If n ≥ 100 and n < 200 and p = 0.00, UB99 = 0.06 If n ≥ 50 and n < 55, and p ≥ 0.00 and p < 0.05, UB99 = 0.11 p ≥ 0.05 and p < 0.10, UB99 = 0.20 If n ≥ 60 and n < 100 and p = 0.00, UB99 = 0.09 If n ≥ 200 and p = 0.00, UB99 = 0.00 Even if after calculating the confidence interval the percent of students proficient in a subgroup still falls short of the AMO, the group may still make AYP if its achievement indicators meet certain safe harbor provisions. To make safe harbor a subgroup has to meet the following two-part test: a) Make a 10 percent decrease in the percentage of students failing to meet the standard (i.e. failing AIMS) from the previous year, and b) Meet the performance goal or make a one-percentage point improvement for the additional indicator: graduation rate for high school and attendance rate for other grades. Examples 1. In the current year, 20 percent of fifth graders in Gila Monster Elementary passed the AIMS reading test. The upper bound of the confidence interval was 25 percent, still below the annual measurable objective of 32 percent. However in the previous year, 10 percent of fifth graders passed the AIMS reading test, thus Gila Monster Elementary saw a decrease of 11 percent in the percentage failing [(8090)/90 = -11 percent]. Furthermore, the attendance rate for Gila Monster’s fifth grade was 96 percent, greater than the standard of 90 percent. So, Gila Monster’s fifth graders make AYP in reading. 1 Mansfield, Edwin. 1991. Statistics for Business and Economics, 4th Edition. New York: W.W. Norton and Company. 280-284. Arizona’s Accountability System: Volume II Arizona Department of Education 11 2. In the current year, 20 percent of eighth graders in Javelina Middle School passed the AIMS reading test. The upper bound of the confidence interval was 27 percent, still below the annual measurable objective of 31 percent. In the previous year, 15 percent of fifth graders passed the AIMS reading test, thus Javelina Middle School saw a decrease of only 6 percent in the percentage failing [(8085)/85 = -6 percent]. Even though the attendance rate for Javelina’s eighth grade was 96 percent, greater than the standard of 90 percent, it fails to make the safe harbor provisions, and so does not make AYP in eighth grade reading. 3. In the current year, 30 percent of third graders in Gila Monster Elementary passed the AIMS reading test. The upper bound of the confidence interval was 40 percent, still below the annual measurable objective of 44 percent. However in the previous year, 20 percent of third graders passed the AIMS reading test, thus Gila Monster El. saw an improvement of 13 percent in performance [(70-80)/80 = -13 percent]. However, the attendance rate for Gila Monster’s third grade was 85 percent, less than the standard of 90 percent and identical to last year’s attendance rate, so Gila Monster’s third graders fail to make AYP in reading. 4. In the current year, 20 percent of third graders in Saguaro Elementary passed the AIMS reading test. The upper bound of the confidence interval was 30 percent, still below the annual measurable objective of 32 percent. However in the previous year, 10 percent of fifth graders passed the AIMS reading test, thus Saguaro Elementary saw an improvement of over 11 percent in performance [(8090)/90 = -11 percent]. The attendance rate for Saguaro’s third grade was 82 percent, less than the standard of 90 percent. However in the previous year, the attendance rate for Saguaro’s third grade was 81 percent. Since Saguaro saw an 11 percent improvement in the percentage of third graders meeting the standard in math and a 1 percent improvement in the attendance rate for third graders, it meets the safe harbor provision for third grade math, and thus makes AYP. Data Used Students are included in the calculation if they meet the following criteria: Have taken either the AIMS or AIMS-A and received a score of FFB or above; Were enrolled in the school on the testing date (first day of the testing window for grades 3 through 8) and were matched to SAIS with valid ID; Did not take the test with alternate accommodations; Were not recently arrived English language learners. A student was identified as a recently arrived English language learner if he met the following criteria: a) was enrolled in SAIS as a member in an English language learner program; b) has no enrollment in SAIS one year or more before the test date; c) his birthplace was outside of the United States; and e) the enrollment code for first enrollment in SAIS indicates that the student was not previously enrolled in any Arizona school. Arizona’s Accountability System: Volume II Arizona Department of Education 12 Were enrolled in the school for the full academic year. A student was considered enrolled for the full academic year if she enrolled in a school during the first 10 school days of the school year and remained continuously enrolled up through the testing date (first day of the testing window for grades 3 through 8). This information was obtained from SAIS. Special Rules Minimum group size. A group or subgroup is not evaluated if it has less than 40 test scores that meet the selection criteria. Concurrently enrolled students. Students enrolled in two schools on the testing date are only included in the AMO determination of the school in which they were tested. English language learners. For AMO determinations, former English language learners who have become proficient are included in the English language learner subgroup for two additional years. Former ELL students are not counted toward the minimum group size of 40. Example 1. A school’s ELL subgroup is made up of 50 students, of which 45 were enrolled in the ELL program and 5 former ELL students. This subgroup will be evaluated. Example 2. A school’s ELL subgroup is made up of 50 students, of which 35 were enrolled in the ELL program and 15 former ELL students. This subgroup will not be evaluated. Arizona’s Accountability System: Volume II Arizona Department of Education 13 5. The Growth Model The approved growth model is calculated for all subgroups for both schools and districts, parallel to the traditional AYP evaluation. The model looks at progress individual students make toward proficiency from one year to the next. The goal is proficiency within three years for grades three and four, or by the eighth grade for grades five through seven. Annual growth targets are set that measure each student’s progress toward that goal. Students are deemed to have made sufficient progress if they meet the annual growth target. Scores for individual students are aggregated by the relevant subgroups. If the percentage of students in a subgroup that meets the target for growth or who are proficient is equal to or greater than the annual measurable objective (AMO), then the subgroup is considered to have met AYP. Setting the Growth Targets The growth target for each student is how much improvement measured by scale score points the student would have to make over her previous year’s score in equal intervals in order to achieve proficiency within three years or by the eighth grade, whichever comes first. The growth target is set by subtracting the student’s previous year scale score from the scale score for proficiency in the target grade and dividing by the number of remaining grades. The targets are rounded to the nearest whole number. Demographic factors are not used to set the target. Example: A student scores 402 on the 3rd grade math test in 2006. The passing score on the 6th grade math test is 496. The student’s math score must improve 31 points each year—(496 – 402)/(6-3) = 94/3 = 31—for him to reach proficiency by 6th grade. Example. A student scores 469 on the 6th grade reading test in 2006. The passing score on the 8th grade reading test is 499. The student’s reading score must improve 15 points each year—(499-469)/(8-6) = 30/2 = 15—for her to reach proficiency by 8th grade. Determining if a Student Meets the Growth Target To ensure that schools do not receive credit for spurious changes that may be a function of regression to the mean or statistical error, a corrected score is calculated for the student and compared to the growth target. To calculate the corrected score, current year scores are regressed on the previous year’s scores using a regression model with school fixed effects. The estimated coefficients are used to generate predicted scores for the current year for each student. The standard error of the prediction is then used to evaluate whether the predicted value is truly larger than the growth target or whether the difference is due only to error. Specifically, the following equation is estimated by subject and grade: Scalscorit j Scalscori ,t 1 i . Scalscorit is the scale score of student i on the AIMS test for the current year. Arizona’s Accountability System: Volume II Arizona Department of Education 14 Scalscori ,t 1 is the scale score of student i on the AIMS for the previous year. is the fixed effect for school j; standard deviation . j is a normally distributed error term with mean zero and i The estimated coefficients are then used to generate predicted scores, PREDit, for each student: ˆj PRED it ˆ Scalscor i ,t 1 . Also estimated is the standard error of the prediction: SEPREDit. The lower bound value found using the 97.5th percentile of the t distribution is then calculated for the prediction: Lowerit PRED it t 2.5 SEPRED it ; where t2.5 is the 97.5th percentile of the t distribution. If Lowerit ≥ Growth Target, then the student is deemed to have met the growth target. This estimate is used to evaluate whether the fitted value at time t is truly larger than the expected score at time t. The standard error of the prediction is calculated using the following formula: SEPRED it where hi xi X X squared error. 1 hi s 2 xi ; X is the matrix of regressors, xi is the ith row of X, and s2 is the mean The estimates of the parameters, the predicted values, and the standard errors of the predicted values are all generated using the SAS PROC MIXED procedure. Since we assume there are no random effects and the variance is constant across schools, the procedure is equivalent to ordinary least squares. The following table shows the results for 4th grade math for a single school. Table 5.1 Annual Growth Target for 4th Grade Math rd Student 3 Grade Score A B C D 362 409 456 521 3rd Grade Performance Level FFB A M E 4th Grade Score 447 456 470 579 Arizona’s Accountability System: Volume II Predicted 4th Grade Score 417 455 493 546 Standard Error of Prediction 4.27 4.27 4.27 4.27 Lower Bound Growth Target 409 447 485 537 407 438 469 513 Met Growth Target? Y Y Y Y Arizona Department of Education 15 For this grade, subject, and school the estimated parameters are: ˆj ˆ 123.26; 0.8111. Sample calculations are given for student A: PREDA = 123.26 + 0.8111 X 362 = 417 LOWERA = 417 – 1.96 X 4.27 = 409. where t2.5 with 62,600 degrees of freedom is approximately 1.96. The following example illustrates how the expected score at time t is determined for student A: Annual growth target = (496 – 362)/(6 – 3) = 45. The student must score 362 + 45 = 407 on the 4th grade math test in order to meet the growth target. Since 409 > 407, the student met the growth target. Meeting the AMO To determine if a subgroup meets the AMO, the following percentage is calculated: # Students (proficient and non - proficient) meeting growth target Number of students in analysis If this percentage is greater than or equal to the AMO, then the group is deemed to have made AYP. Data Used Students are included in the calculation if they meet the following criteria: Have taken either the AIMS or AIMS-A and received a score of FFB or above; Were enrolled in the school on the testing date and were matched to SAIS with valid ID; Were not recently arrived English language learners. A student was identified as a recently arrived English language learner if he met the following criteria: a) was enrolled in SAIS as a member in an English language learner program; b) has no enrollment in SAIS one year or more before the test date; c) his birthplace was outside of the United States; and e) the enrollment code for first enrollment in SAIS indicates that the student was not previously enrolled in any Arizona school; Arizona’s Accountability System: Volume II Arizona Department of Education 16 Did not take the test with alternate accommodations; Were enrolled in the school for the full academic year. A student was considered enrolled for the full academic year if she enrolled in a school during the first 10 school days of the school year and remained enrolled up through the testing date. This information was obtained from SAIS. Special Rules Unmatched students. Students without a score for the previous year are counted at their current performance level. Proficient students are considered to have met their growth target; nonproficient students are considered to not have met their growth target. Inclusion of students. To be included in the growth measure a student must have been enrolled in his current school for the full academic year. However, to be included a student does not have to have been enrolled in the same school or district for two consecutive years. Furthermore, to be included, a student does not have to have been enrolled for a full academic year the previous year. Minimum group size. Only subgroups with 40 or more students who have been present the full academic year are evaluated. Confidence interval. A confidence interval is not used for the growth model. New growth targets are set for each student, each year. The model sets new individual growth targets for each student each year. The clock starts over for students who leave and then return to the Arizona public school system. Example. A student enrolls in school A in third grade. The next year she enrolls in school B. She must be proficient by sixth grade. Example. A student enrolls in school A in third grade. The next two years she attends a private school. She re-enrolls in school A as a sixth grader. She must be proficient by eighth grade. Alternate tests. Students who take the AIMS-A are included in the growth model. Students who move up a performance level are considered as having met their growth target. Table 5.2 Met Annual Growth Target for Alternate Assessment Performance Level Current Year Performance Level Previous Year FFB A M E FFB N N N N Arizona’s Accountability System: Volume II A Y N N N M Y Y Y N E Y Y Y Y Arizona Department of Education 17 Third and eighth grade. These grades are evaluated using the standard status/safe harbor method rather than the growth model. K-2 schools, high schools, and small schools. The growth model is not used in the evaluation of K-2, small, or high schools. Those schools continue to be evaluated using the current method. Arizona’s Accountability System: Volume II Arizona Department of Education 18 6. Meeting the Standard for Number of Students Tested Calculation This section describes the calculation used to determine if a school has assessed 95 percent of its students. To make AYP, a school must test 95 percent of its students in reading and mathematics in all grades in which AIMS is administered, and must test 95 percent of its students in each applicable subgroup. The formula used to calculate the percentage of students tested is: Percent Tested Number of students tested Number of students enrolled The fraction of percent tested is rounded to two digits, e.g.: .941=.94; .946=.95. Data Used Number of students tested. All students who take either the AIMS or AIMS-A and received a score of FFB or above; were enrolled on the day of testing (on the first day of the testing window for grades 3 through 8), and were matched to SAIS with valid ID. Students who receive a score of Did Not Attempt (DNA) or took the test with alternate accommodations are not counted as having tested. Number of students enrolled. The denominator for the percent tested calculation is enrollment count at the school level. For grades 3 through 8 the enrollment used for all subjects is the students enrolled first day of the testing window. For grade 10, enrollment used is for the day the test was administered. Students are counted in the enrollment of a program subgroup (ELL, special education, free or reduced lunch) if they participated in that program at the school in which they were tested at anytime during that school year. Special Rules Minimum group size. A group or subgroup is not evaluated if it had less than 40 students enrolled on the relevant day. Best of current year or three-year average. If a school does not test 95 percent of its students in a subgroup for the current year, a three-year average of percent of students tested is calculated using the following formula: Percent tested # tested in 2006 # tested in 2007 # tested in 2008 # enrolled in 2006 # enrolled in 2007 # enrolled in 2008 If the three-year average is greater than or equal to 95 percent then the subgroup is deemed to have met the goal of testing 95 percent of its students. Arizona’s Accountability System: Volume II Arizona Department of Education 19 Concurrently enrolled students. If a student is enrolled in two schools on the testing date and has tested in one of the schools, she is included in the percent tested calculation of the school in which she was tested. She is not included in the calculation, neither in the number tested nor the number enrolled, of the other school. If a student is enrolled in two schools on the testing date and has tested in neither school, she is counted against both schools. Arizona’s Accountability System: Volume II Arizona Department of Education 20 7. Additional Indicators of School Performance This section describes the calculation used to determine if a school met the additional performance indicators for AYP. NCLB requires that schools be evaluated on a third performance indicator as well as percentage of students assessed and percentage of students proficient in the standard. The law requires that graduation rate be used for the third indicator for high schools, and gives states the discretion to choose the third indicator for elementary schools. Arizona has chosen the school-wide attendance rate as the third indicator for elementary schools. To make AYP a high school must have a graduation rate of 71 percent; an elementary school must have an attendance rate of 90 percent. Attendance Rate Calculation. The formula used to calculate the attendance rate is: Schoolwide Attendance Rate Average Daily Attendance Average Daily Membership The attendance rate is rounded to two digits, e.g.: e.g.: .891=.89; .896=.90. Data used. The average daily attendance (ADA) and average daily membership (ADM) for the 100-day counts for all grades offered by a school, except for pre-school and kindergarten, are used in the calculation. Safe Harbor. If a school demonstrates a one-percentage point improvement in its attendance rate from the previous year, it is deemed to have met the performance standard. The growth rate is rounded to the nearest hundredth of a point, e.g. .009 = .01, .004=.00. Example. Gila Monster Elementary had an attendance rate in the current year of 88 percent, less than the standard of 90 percent. However, its attendance rate for the previous year was 86 percent. Gila Monster Elementary demonstrated an improvement of two percentage points over the previous year, and so is deemed to have met the requirements for attendance rate. Special rules. Unless a school is determined to be a small school, its’ attendance rate is not evaluated if it had an ADM of less than 40. Small schools must meet the 90 percent standard since they do not receive safe harbor calculations. They may however, do so either using the current year, 2008, or the average of the past three years, 2006, 2007 and 2008. Graduation Rate The Graduation Rate is a four-year, longitudinal measure of how many students graduate from high school. The formula used to calculate the graduation rate is: Arizona’s Accountability System: Volume II Arizona Department of Education 21 Graduation Rate Number in cohort that graduated in within four years Original cohort transfers in - transfers out The graduation rate is rounded to two digits, e.g.: .705=.71; .704=.70. Data used. Federal requirements mandate that Arizona use the four-year graduation rate rather than the five-year rate used for Arizona LEARNS. The threshold graduation rate was for the cohort class of 2007, which represents the most recent graduation rate statistics. The graduation rate for the cohort class of 2006 was used for the determination of safe harbor. Students are considered a potential member of the cohort of 2007 if: 1. The student enrolled as a 9th grader or ungraded secondary (US) for the first time in the 2004 school year. 2. The student enrolled as a 10th grader or US in the 2005 school year, and had not previously enrolled in a high school grade (9-12, US). 3. The student enrolled as an 11th grader or US in the 2006 school year, and had not previously enrolled in a high school grade (9-12, US). 4. The student enrolled as a 12th grader or US in the 2007 school year, and had not previously enrolled in a high school grade (9-12, US). For the calculation of the four-year graduation rate students in the cohort fall into three categories: A. Students who have graduated. These are students in the cohort of 2007 who have graduated on or before the beginning of the 2008 school year (defined as September 1, 2008). They have exit/year end codes of W7, G, S7. B. Students who remain in the cohort but have not graduated. These are students in the cohort of 2007 who remained in school but have not graduated, or who have left the school and have not re-enrolled in another school. They have exit/year end codes of W3, W4, W5, W11, W12, W13, S3, S4, S5, S11, S12, S13, C, A, SA, SC, or SE. Note: Students with year end codes P or R are considered dropouts if there is no subsequent enrollment or appropriate summer withdrawal. C. Students who have exited the cohort. These are students who were in the cohort of 2007 but who have exited the cohort. They have exit/year end codes of W1, W2, W6, W8, W9, W10, S1, S99, S2, S6, S8, S9, and S10. Graduation Rate Students in category A Students in category A Students in category B Because the graduation rate is a cohort measure, schools should especially be aware that: Arizona’s Accountability System: Volume II Arizona Department of Education 22 1. A school is responsible for students in Category B above if it is their last school of record even if the students were not enrolled in that school in the 2007 school year. 2. A student may be a member of the 2007 cohort because of an enrollment in ninth grade in another school regardless of when the student was considered a 9th grader in her current school. Safe Harbor. If a school demonstrates a one percentage point improvement in its graduation rate from the previous year, it is deemed to have met the performance standard. The growth rate is rounded to the nearest hundredth of a point, e.g. .005 = .01, .004=.00. Example. Gila Monster High School had a graduation rate in 2007 of 69 percent, less than the standard of 71 percent. However, its 2006 graduation rate was 67 percent. Gila Monster High demonstrated an improvement of two percentage points over the previous year, and so is deemed to have met the requirements for graduation rate. Special rules. Unless a school is determined to be a small school, its graduation rate is not evaluated if it had a cohort of less than 40. Small schools must meet the 71 percent standard since they do not receive safe harbor calculations. They may however, do so either using the current year, 2007, or the average of the past three years, 2005, 2006, and 2007. Arizona’s Accountability System: Volume II Arizona Department of Education 23 8. Calculation of Adequate Yearly Progress for K-2 Schools The No Child Left Behind Act requires that a state evaluate all schools. Consequently, an alternative methodology for determining adequate yearly progress (AYP) had to be developed for schools that did not offer any of the grades in which AIMS is administered. In Arizona, this group consisted of schools that offered grades two and below. Meeting the 95 Percent Tested Requirement and Annual Measurable Objectives Starting in 2008, K-2 schools are evaluated based on all three of the same criteria as all other schools: whether they meet the annual measurable objectives, percent tested and attendance rate. Because AIMS is not administered in these schools, the AMO and percent tested evaluations used the data based on their graduates in the third grade AIMS. The attendance rate is based on the current year’s students. As for other schools, the conjunctive model is used. A K2 school has to meet all three criteria, the AMO, the percent tested, and the performance standard for attendance rate to make AYP. The Arizona Department of Education has the ability to track students across years. ADE created rosters of grade 2 students who attended K-2 schools in the 2006-07 school year. It then determined the school that the plurality of these students attended in 2008. The 2008 AYP determinations for AMO and percent tested for grade 3 of this matched school were used for the K-2 school along with its attendance rate. Arizona’s Accountability System: Volume II Arizona Department of Education 24 9. Calculation of Adequate Yearly Progress for Small Schools The No Child Left Behind Act requires that a state evaluate all schools. Consequently, an alternative method for determining adequate yearly progress (AYP) was developed for schools that did not have any grade with 40 students enrolled. All the calculations are done the same way for small schools as the regular schools with two differences: (a) Three years of data is used in the calculations (b) Small schools do not get safe harbor part of the calculation. This is explained in detail below. Meeting the 95 Percent Tested Requirement For this calculation, the current year percent tested is calculated as well as the three year average. In the current year, if 95 percent of the students were tested, the school has met the 95 percent requirement. The formula used to calculate the percent tested in the current year is: Percent tested # tested in 2008 # enrolled in 2008 Data is aggregated across three years to evaluate whether 95 percent of the students were tested in the past three years. The formula used to calculate percent tested is: Percent tested # tested in 2006 # tested in 2007 # tested in 2008 # enrolled in 2006 # enrolled in 2007 # enrolled in 2008 Meeting the Annual Measurable Objectives in Small Schools Annual measurable objectives are calculated by aggregating data for the past three years. The same rules are used for excluding students as with other schools. For small schools, there is no safe harbor because improvement cannot be determined. The formula used to calculate the percent passing is: Percent passing # passed in 2006 # passed in 2007 # passed in 2008 # tested in 2006 # tested in 2007 # tested in 2008 The upper bound of a 99 percent confidence interval is also calculated for small schools. Please refer to regular school calculations which are discussed in an earlier chapter. Meeting the Additional Indicator Additional indicators for small schools are calculated in the same manner as for other schools, however due to the above differences, these schools may meet the required percentage level either using the most recent year’s data (2008 for attendance or 2007 for grad-rate) or a three year average. Arizona’s Accountability System: Volume II Arizona Department of Education 25 10. Determining Adequate Yearly Progress for School Districts and Charter Holders The No Child Left Behind Act requires that local education agencies (LEAs), districts and charter holders, be evaluated for Adequate Yearly Progress. The method for determining AYP for districts is analogous to that used for schools with data being aggregated to the district level as if a district were one large school.2 The details of the AYP calculation for districts are nearly identical to that for schools. Districts are evaluated for percentage of students passing AIMS, percentage of students assessed, and a third indicator. Annual Measurable Objectives (AMOs) and the performance goals for percentage of students assessed, attendance rate, and graduation rate are the same for districts as they are for schools. The applicable subgroups for AYP evaluation are the same for districts as they are for schools. Confidence intervals, safe harbor provisions, and minimum group size requirements are applied to district AYP using the same methodology and parameters as for school AYP. The growth model is applied using the same methodology as for schools. However, since the regression used to calculate the predicted score is calculated separately at the district and school levels the parameters for the growth model differ at the school and district levels. Consequently, students’ predicted scores and the lower bounds of the predicted scores used for district AYP evaluations may vary from those used for the school AYP evaluations. District AYP uses a conjunctive model. To make AYP, a district must meet all the performance standards for all subjects, grades, and subgroups that are applicable. Differences between District and School AYP Evaluation Methods There are three differences between the AYP evaluation method used for districts and that used for schools. 1. Measure of student mobility. NCLB requires that students mobile with respect to an entity are not included in the AMO part of the AYP evaluation. For a school, this means excluding students who did not start the year at that school. District level mobility is determined by whether the student started the school year at the district. If the student did not start the school year at the district, she is excluded from the AMO calculation. 2 All statements in this section apply to both districts and charter holders. For the sake of brevity, we use ―district‖ to refer to both types of entities/LEAs. Arizona’s Accountability System: Volume II Arizona Department of Education 26 2. Limit on the number of students with alternative assessment who count toward meeting the proficiency standard. NCLB mandates that the number of students who take an alternative assessment who count as being proficient may not be greater than 1 percent of the total number enrolled in the grades tested. For AYP determinations since 2005, students who took the AIMS-A are considered to have taken an alternate assessment. Federal guidance requires that students be treated consistently at all levels of accountability. Therefore a student who is deemed not proficient because her district exceeded the 1 percent cap will be deemed not proficient when determining if her school met AYP as well. Example. Gila Monster Elementary District has 1000 students enrolled in grades three, five, eight and ten. Only one percent can be counted as proficient for AMO for AIMS-A. One percent of 1000 is 10, therefore, if 20 students too the AIMS-A and 15 of them were proficient, only 10 of them will be counted as proficient when determining if Gila Monster Elementary District met the AMO. The other five students will be counted as not proficient. 3. Graduation/Attendance Rates. Graduation rate is used as the third indicator required by NCLB for unified and high school districts. Attendance rate is used for elementary districts. Arizona’s Accountability System: Volume II Arizona Department of Education 27 11. Adequate Yearly Progress (AYP) Appeals Process The Adequate Yearly Progress (AYP) Appeals Process developed by the Arizona Department of Education (ADE) provides districts and schools the opportunity to appeal their AYP determinations. In accordance with Title I, Section 1116 of the No Child Left Behind Act of 2001 (NCLB), the ADE allows districts and schools to appeal their respective AYP determinations for statistical and/or substantive reasons. Procedure and Timeline Step 1: Data Correction. The first step in completing the AYP Appeals Process required all districts and schools to review all data in order to confirm its accuracy. Data correction took place February 21, 2008 through September 12, 2008. It is important to note that districts and charter holders were solely responsible for verifying information. If a district or charter holder did not verify the information for its district and schools through the correction process, the ADE assumed the data available were correct as listed. Step 2: Appeal Application. Administrators choosing to appeal a district or school AYP determination completed the AYP Appeal Application, which was accessible via the common logon during the specified appeal window. Appeals were only accepted through the website application. Appeals sent to ADE via email, fax, or mail/delivery were not accepted. Districts and schools were able to appeal AYP determinations in two categories: data (statistical) and non-data (substantive) reasons – districts and schools were not limited to one category and were able to appeal in both if necessary. Statistical appeals are appeals of the accuracy of the data used in the AYP determination. Given the extensive time allowed to view and correct the data, it is expected that any errors should be corrected by the time preliminary profiles are released. Statistical appeals were not granted unless the underlying data was corrected. Substantive appeals are arguments by districts and schools that that circumstances outside of the district’s/school’s control negatively affected school performance on any of the AYP indicators. Administrators that chose to appeal a district or school AYP determination must have clearly articulated the issues they believe merited an appeal. Administrators must have submitted evidence that the issues they believe merited an appeal directly resulted in a significant decrease in student academic achievement as demonstrated on the AIMS and/or a decrease in student participation during the administration of AIMS. The evidence must have been submitted to ADE at the time the appeal was submitted. Failure to provide this evidence resulted in the appeal not being granted. Evidence submitted after the appeal deadline closed was not considered. Once appeals were submitted through the Common Logon, the school/district/charter holder received an email verifying that the appeal was received. Arizona’s Accountability System: Volume II Arizona Department of Education 28 NOTE: In order to protect student privacy and the integrity of the appeals process, schools were asked to refer to a specific student only by that student’s SAIS ID. The SAIS ID was required so that ADE staff could verify the contentions in the appeal. The ADE, if necessary, requested that a district or school administrator provide additional information/evidence to assist in the appeals process. Only those requests for additional information that were provided during the specified timeframe allotted were included in the appeals process. Requests submitted after the specified timeframe were excluded from the appeals process. Unsolicited additional information submitted after the appeal deadline was not accepted. Both district and school AYP determinations were separate and distinct. Districts and schools had to submit separate appeals for both if necessary. Appealing the school determination did not have an impact on the district determination or vice versa. Step 3: Appeal Resolution. After all appeals were submitted and the appeals window closed, the ADE began to process the appeals. Appeals were addressed categorically, not necessarily in the order received, so the fact that a district or school submitted its appeal during the first day of the appeal window did not mean it necessarily received a decision first during the resolution process. Statistical appeals were resolved only through recalculation of the AYP evaluation by ADE staff using any corrected data submitted by the school. The purpose of a statistical appeal is principally to advise ADE staff that data was in error and has been corrected. Calculations submitted by schools via an appeal were not taken at face value nor used to alter an AYP evaluation if the underlying data was not corrected. Substantive appeals were resolved in a committee process. Committee members represented a diverse background of ADE staff and school administrators to ensure that appeals were considered from multiple perspectives. Appeals were evaluated using an appeals rubric that evaluated the significance of the argument presented and how the circumstances presented in the argument affected the district’s or the school’s performance. The committee based their decisions on the following criteria: 1. Was the circumstance that affected the school outside of its control? Appeals involving the adverse affect of school or district policies; errors made by school or district personnel regarding test administration or data entry; or events whose impact could have been foreseen and mitigated by school or district action were not considered valid appeals. 2. Did the special circumstance actually have an impact on performance? Schools or districts must have shown that the adverse circumstance had a real impact on test scores or other performance measures. 3. Was this problem one that was recurring and likely to happen in the future? Appeals regarding recurring events or circumstances, such as student demographics, were not considered valid. Arizona’s Accountability System: Volume II Arizona Department of Education 29 4. Was the problem eligible for appeal? Arguments that targeted NCLB regulations and ADE policy were not valid. For example, districts or schools could not argue that the 95 percent tested threshold be lowered for their school or that certain subgroups be excluded from the requirements. 5. Did the district or school provide compelling evidence of the circumstance? Compelling evidence of impact needed to be provided to support all substantive appeals. For example, if percent of students tested objective was not met, specific details to support the claim needed to be provided with the appeal at the time it was submitted. Simply stating ―Students were absent and unable to make up the test‖ was not compelling; the committee needed to know why the students were unable to make up the test such as being extremely ill, suspended, incarcerated, or dealing with a family emergency for the entire test window. Once all appeals were resolved, notifications were sent to the districts and/or schools that filed appeals. The contact person of record for the district/school received an email from Achieve with directions as to how to access appeal information via the Common Logon when the appeal had been processed. Districts and schools were notified before the final public release of the AYP determinations as to the outcome of the appeal process. All appeals were final. Arizona’s Accountability System: Volume II Arizona Department of Education 30 12. School Improvement and LEA Improvement Designations Overview While all public schools and local education agencies (LEAs) participate in Arizona’s NCLB-based accountability program, AYP results from entities receiving Title I funds are additionally examined to determine if an entity is required to participate in the ADE School Improvement Program or LEA Improvement program. Details regarding specific consequences and support may be found at http://azed.gov/schooleffectiveness/schoolimprovement/. The rules governing required participation in these programs are distinctive for schools and LEAs and are explained in the following sections. School Improvement Program Participation Title I schools identified for participation in the School Improvement Program participate at one of the following sequential levels of support: Warning Year 1 School Improvement Year 2 School Improvement Year 3 School Improvement (Corrective Action) Year 4 School Improvement (Plan to Restructure) Year 5 School Improvement (Implement Restructuring Plan) When a school initially fails to meet AYP requirements, they are identified as being in a Warning year. If a school fails to meet one or more identical indicators (i.e., reading3, mathematics4, or the additional indicator of attendance or graduation rate) for two consecutive years, the school then advances to the next level of the School Improvement Program. If a Title I school does not meet AYP for two consecutive years, yet data indicate that the school has not missed any same indicator for both years, then the school remains at the previous level of School Improvement and is considered frozen. A school must meet all AYP requirements for two consecutive years in order to no longer be identified for participation in the School Improvement Program. 3 The reading indicator includes meeting the required percent tested in reading and meeting the reading AMO. Failure to meet either of these will result in the reading indicator not being met. 4 The mathematics indicator includes meeting the required percent tested in mathematics and meeting the mathematics AMO. Failure to meet either of these will result in the mathematics indicator not being met. Arizona’s Accountability System: Volume II Arizona Department of Education 31 If a school that is participating in the School Improvement Program at a level of Year 1 School Improvement or beyond meets all AYP requirements, then the school continues to participate in the School Improvement Program at its current level and is considered frozen until AYP is met for two consecutive years. For schools that have been identified at the Warning level, if the school meets all AYP requirements in the following year, then the school is no longer identified for participation in the School Improvement Program. Example One Consider the example of Desert Water Elementary that by 2005 had been identified at the level of School Improvement Year 1. In 2005 Desert Water Elementary missed the reading and attendance indicators. The AYP data for Desert Water Elementary for 2005 and the following three years were as follows: Indicator Reading Mathematics Attendance 2005 not met met not met 2006 not met met met 2007 met met met 2008 met met met The 2006 data resulted in Desert Water Elementary advancing to the level of School Improvement Year 2 because the reading indicator had not been met for two consecutive years (2005 and 2006). In 2007 Desert Water Elementary met all indicators and remained frozen at the level of School Improvement Year 2. The 2008 data resulted in Desert Water Elementary no longer being identified for participation in the School Improvement Program because it had met AYP for two consecutive years. Example Two Consider now the example of Watery Desert Elementary that by 2005 had also been identified at the level of School Improvement Year 1. In 2005 Watery Desert Elementary missed the reading and attendance indicators. The AYP data for Watery Desert Elementary for 2005 and the following three years were as follows: Indicator Reading Mathematics Attendance 2005 not met met not met 2006 not met met met 2007 met not met not met 2008 met not met met The 2006 data resulted in Watery Desert Elementary advancing to the level of School Improvement Year 2 because the reading indicator had not been met for two consecutive years (2005 and 2006). In 2007 Watery Elementary missed the mathematics and the attendance indicators but it had not missed any one indicator for two consecutive years. Consequently, Watery Elementary remained at the level of School Improvement Year 2 but was additionally identified as being frozen. The 2008 data then led to Watery Desert advancing to the level of Corrective Action because the mathematics indicator had not been met for two consecutive years. Arizona’s Accountability System: Volume II Arizona Department of Education 32 Example Three Consider the example of Spruce High School that by 2005 had been identified at the level of School Improvement Year 1. In 2005 Spruce High School missed the reading and graduation indicators. The AYP data for Spruce High School for 2005 and the following three years were as follows: Indicator Reading Mathematics Graduation 2005 not met met not met 2006 not met not met not met 2007 not met not met not met 2008 met met not met The 2006 data resulted in Spruce High School advancing to the level of School Improvement Year 2 because the reading and the graduation indicators had not been met for two consecutive years (2005 and 2006). Failure to meet either the reading or the graduation indicator in 2006 would have led to Spruce Mountain entering the School Improvement Year 2 level. In 2007 Spruce High School missed all indicators and advanced to the level of Corrective Action. In 2008 although Spruce High School met both the reading and mathematics indicator, the failure to meet the graduation requirement for two consecutive years (2007 and 2008) led to the school being identified for the Plan to Restructure level of the School Improvement Program. LEA Improvement Program Participation Title I LEAs identified for participation in the LEA Improvement Program participate at one of the following sequential levels of support: Year 1 LEA Improvement Year 2 LEA Improvement Year 3 LEA Improvement (Corrective Action) A Title I LEA is identified for LEA Improvement only when it misses AYP in the same subject5 and in all grade spans for two consecutive years, or the other academic indicator (i.e., attendance or graduation) in all grade spans for two consecutive years. Applicable grade spans are K-5, 6-8, and 9-12. Similarly, a Title I LEA advances to the next level of LEA Improvement only when it misses AYP in the same subject and in all grade spans for two consecutive years, or the other academic indicator (i.e., attendance or graduation) in all grade spans for two consecutive years. For LEAs containing both elementary grade spans and the high school grade span, the additional academic indicator assessed for LEA improvement is graduation rate. 5 The assessed subjects are mathematics and reading. Each subject is assessed separately. Each subject requirement includes meeting the required percent tested in the subject and meeting the subject AMO. Failing to meet either percent tested or AMO within a subject results in the subject indicator not being met. Arizona’s Accountability System: Volume II Arizona Department of Education 33 Example 4 (X = indicator not met) Elem. Reading Middle Reading H.S. Reading Elem. Math Middle Math H.S. Math Elem. Middle attendance attendance Grad Rate Year 1 X X X Year 2 X X X In this example, the LEA has missed AYP in the same subject (reading) across all grade spans for two consecutive years. Thus, the LEA would be identified for improvement. Example 5 (X = indicator not met) Elem. Reading Middle Reading H.S. Reading Elem. Math Middle Math H.S. Math Elem. Middle attendance attendance Grad Rate Year 1 X X Year 2 X X In this example, the LEA has missed AYP in the graduation indicator for two consecutive years. Thus, the LEA would be identified for improvement. Example 6 (X = indicator not met) Elem. Reading Middle Reading H.S. Reading Elem. Math Middle Math H.S. Math Elem. Middle attendance attendance Grad Rate Year 1 X X X X X X Year 2 X X X X In this example, the LEA missed AYP in mathematics across all grade spans in Year 1. To be identified for improvement, the LEA would have to miss AYP across all grade spans in the same subject, mathematics, or again miss graduation rate, in Year 2. While the LEA missed AYP in middle school mathematics, it did not miss the AYP targets across all grade spans in mathematics for Year 2. The LEA made the elementary and high school math targets. Additionally, even though the LEA missed the additional indicator in middle attendance, since it contains both elementary and high school grade spans, it would need to have missed grad-rate in Year 2 to be identified for improvement in this category. Thus, the LEA is not identified for improvement, but will be reported as missing AYP. Arizona’s Accountability System: Volume II Arizona Department of Education 34