From: [Data Collection Liaison]
Subject: Administrative Data Collection for the Impact Study of Magnet Schools
Thank you for participating in the Impact Study of Magnet Schools, a study that Mathematica Policy Research is conducting for the U.S. Department of Education (ED). This evaluation seeks to learn more about whether magnet schools promote diversity and improve student achievement, and whether particular features of magnet schools are associated with greater success. This memo outlines our planned requests to [district name] for data on students for the 2016-2017 through 2021–2022 school years.
We will request data for a specific sample of students in your district: students who applied to particular magnet schools and were part of an admissions lottery in 2018 or 2019. The study team will coordinate with your district to create a list of these students and provide it to you in a data file. If you would find it more efficient to share data on all district students, including identifying information that would allow us to match it to our sample list, we can accommodate that instead.
Table 1 provides a description of the school-years of administrative data that will be requested and the timing of each request. During fall 2020 (Round 1 of data collection), we will reach out to request student data for the four prior school years: 2016–2017, 2017–2018, 2018–2019, and 2019–2020. During fall 2022 (Round 2 of data collection), we will reach out to request student data for the two intervening school years: 2020–2021 and 2021–2022.
Table 1. Administrative data collection timeline
Data requested |
School years of data requested, by round of data collection |
|
Fall
2020 |
Fall
2022 |
|
Student demographic characteristics, assessment and other test score data, attendance, behavioral measures, and high school graduation |
|
|
We will work with your district to determine the appropriate timing of data delivery. In addition, we realize that some data elements listed in this memo might not be collected by your district. If a data element is not available in your district’s data systems, please let us know, and we will work with you to determine if another, similar data element may be used instead. When you provide data, please include a data dictionary or codebook that explains what the variables and values mean.
A. Student demographic, assessment, and other data
Table 2 lists the demographic, behavioral, attendance, and high school graduation data we are requesting for all students in the study sample. Please provide these data for all students in each year for each school attended. The assessment/test data we are requesting are described in Tables 3 and 4 below.
Table 2. Student Demographic, Attendance, and Behavioral Data
Data element |
Description |
Notesa |
School year |
School year to which the record pertains (for example, 2016–2017, 2017–2018, 2018–2019, or 2019–2020) |
|
Student ID |
Number that uniquely identifies each student across multiple files, records, and years. We prefer that the ID number not be personally identifiable information such as a Social Security number. This student ID number should link student records to the school admissions lottery data file your district provided to this study previously. |
|
School ID: beginning of the school year |
Number, such as NCES ID, that uniquely identifies the school in which the student was enrolled at the beginning of the school year |
|
School name: beginning of the school year |
Name of school corresponding to School ID for beginning of school year |
|
School ID: end of the school year |
Number, such as NCES ID, that uniquely identifies the school in which the student was enrolled at the end of the school year |
|
School name: end of the school year |
Name of school corresponding to School ID for end of school year |
|
Gender |
Gender of student |
|
Year of birth |
Year of birth of student |
|
Race |
Race of student |
|
Ethnicity |
Hispanic or Latino indicator for student |
|
Grade level |
Grade level of student at the beginning of the school year |
|
Free and reduced-price lunch (FRPL) status |
Student’s eligibility for free or reduced-price lunch as of the beginning of the school year |
|
English learner status |
English learner status of student, with English language proficiency level if available, as of the beginning of the school year |
|
Special education status |
Special education status of student, such as having an Individual Education Plan, as of the beginning of the school year |
|
In-school suspensions (days) |
Total number of days during the school year that the student was suspended (in-school) |
|
In-school Suspensions (times) |
Total number of times during the school year that the student was suspended (in-school) |
|
Out-of-school suspensions (days) |
Total number of days during the school year that the student was suspended (out-of-school) |
|
Out-of-school suspensions (times) |
Total number of times during the school year that the student was suspended (out-of-school) |
|
Expulsions |
Indication if the student was expelled at any point during the school year from any school in the district |
|
Attendance |
Total number of days the student attended school in the district during the school year requested. This should be a total for all schools attended in the district during the year; not only for those schools listed in Table 2. |
|
Days enrolled |
Total number of school days the student was enrolled in the district during the school year requested. This should be a total for all schools attended in the district during the year; not only for those schools listed in Table 2. |
|
Days in school year |
Total number of school days for the schools in the district attended by the student during the school year requested |
|
High school graduation indicator |
Indicator or code (such as Y or N) for whether student graduated from high school during the school year |
|
High school graduation date |
If student graduated from high school, the date of graduation |
|
High school diploma type |
The type of diploma received by the student |
|
aThe notes column will be completed by study staff using information provided during the initial call to discuss the data request.
Table 3 describes the specific state assessment data requested for students in our sample in tested grades at any point during the school years requested (2016–2017 through 2021–2022).
Table 3. Student state and district assessment data
Data element |
Description |
Notesa |
A. State assessments in math, reading, science, and social studies (if available) |
||
School year |
School year to which the record pertains (for example, 2016–2017, 2017–2018, 2018–2019, or 2019–2020) |
|
Student ID |
Number that uniquely identifies each student across multiple files, records, and years. We prefer that the ID number not be personally identifiable information such as a Social Security number. |
|
Score on the state assessment for the school years requested, as available |
Student’s score on the math, reading, science, and social studies sections of the state assessment. Please provide all available scores for each subject area (for example, scale score, normal curve equivalents, and number correct). If a student retook a test, please provide the most recent score(s) in that year; not the highest score. |
|
Test grade level for each state test |
Grade level of each test taken by the student |
|
Test description for each state test |
Name of test and test form information for each state test. Please indicate if a modified or alternate form of a state test was taken. |
|
Test language indicator (if other than English) for each state test |
For each state test, an indicator of whether the test was taken in a language other than English, such as Spanish |
|
Test date for each state test |
Date of each test taken by student. If no date is available, then “spring,” “fall,” or similar qualifier can be provided. |
|
Test exemption or invalidation code, as applicable, for each state test |
Code or indicator if a student received an exemption from taking a test (such as a medical exemption) or a test was found to be invalid |
|
School identifier at time of testing |
Number, such as NCES ID, that uniquely identifies the school in which the student was enrolled at the time of testing for each subject |
|
School name at time of testing |
Name of the school in which the student was enrolled at the time of testing for each subject |
|
B. District assessments (subject area and readiness tests) |
||
Score on all district assessment for the school years requested, as available |
Student’s score on all district assessments for each year requested, such as district assessments in math, reading, and other subject areas and early childhood/primary assessment (kindergarten or school readiness). If a student retook a test, please provide the most recent score in that year; not the highest score. |
|
Test grade level for each district test |
Grade level of each test taken by the student |
|
Test description for each district test |
Name of test and test form information, as available, for each district test. Please indicate if a modified or alternate form of a district test was taken. |
|
Test language indicator (if other than English) for each district test |
For each district test, an indicator of whether the test was taken in a language other than English, such as Spanish |
|
Test date for each district test |
Date of each district test taken by student. If no date is available, then “spring,” “fall,” or similar qualifier can be provided. |
|
Test exemption or invalidation code, as applicable, for each district test |
Code or indicator if a student received an exemption from taking a test (such as a medical exemption) or a test was found to be invalid |
|
School identifier at time of testing |
Number, such as NCES ID, that uniquely identifies the school in which the student was enrolled at the time of testing for each district assessment |
|
School name at time of testing |
Name of the school in which the student was enrolled at the time of testing for each district assessment |
|
aThe notes column will be completed by Mathematica staff using information provided during the initial call to discuss the data request.
Table 4 provides the data requested on End of Course (EOC) exams, Advanced Placement (AP) tests, the American College Test (ACT), and the Scholastic Aptitude Test (SAT) for students in our sample who were enrolled in the district at any point during the school years requested (2016–2017 through 2021–2022).
Table 4. Student EOC, AP, ACT, and SAT Test Data
Data element |
Description |
Notesa |
School year |
School year to which the record pertains (for example, 2016–2017, 2017–2018, 2018–2019, or 2019–2020) |
|
Student ID |
Number that uniquely identifies each student across multiple files, records, and years. We prefer that the ID number not be personally identifiable information such as a Social Security number. |
|
Score for each end of course (EOC) exam for the school years requested, as available |
Student’s score for each EOC exam taken. If a student retook the test, please provide the most recent score in that year; not the highest score. |
|
EOC: subject for each exam |
Subject of each EOC exam taken |
|
EOC: grade level for each exam |
Grade level of each EOC exam taken |
|
EOC: test date for each exam |
Test date for each EOC exam taken |
|
EOC: test exemption or invalidation code, as applicable, for each exam |
Code or indicator if a student received an exemption from taking an EOC exam (such as a medical exemption) or the test was found to be invalid |
|
EOC: school identifier at time of testing |
Number, such as NCES ID, that uniquely identifies the school in which the student was enrolled at time of testing |
|
EOC: school name at time of testing |
Name of the school in which the student was enrolled at time of testing |
|
Score for each Advanced Placement (AP) test for the school years requested, as available |
Student’s score for each AP test taken |
|
AP: subject for each test |
Subject of each AP test taken |
|
AP: test date for each test |
Test date for each AP test taken |
|
AP: school identifier at time of testing |
Number, such as NCES ID, that uniquely identifies the school in which the student was enrolled at the time of testing |
|
AP: school name at time of testing |
Name of the school in which the student was enrolled at the time of testing |
|
Score for each American College Test (ACT) taken during the school years requested, as available |
Student’s score for each ACT taken |
|
ACT: subject for each test |
Subject of each ACTtaken |
|
ACT: test date for each test |
Test date for each ACT taken |
|
ACT: school identifier at time of testing |
Number, such as NCES ID, that uniquely identifies the school in which the student was enrolled at the time of testing |
|
ACT: school name at time of testing |
Name of the school in which the student was enrolled at the time of testing |
|
Score for each Scholastic Aptitude Test (SAT) taken during the school years requested, as available |
Student’s score for each SAT taken |
|
SAT: subject for each test |
Subject of each SAT taken |
|
SAT: test date for each test |
Test date for each SAT taken |
|
SAT: school identifier at time of testing |
Number, such as NCES ID, that uniquely identifies the school in which the student was enrolled at the time of testing |
|
SAT: school name at time of testing |
Name of the school in which the student was enrolled at the time of testing |
|
aThe notes column will be completed by Mathematica staff using information provided during the initial call to discuss the data request.
B. Justification for requested data
We greatly appreciate your assistance with this data request. We want to assure you that the evaluation team and the U.S. Department of Education carefully considered this request to ensure it includes only the data necessary to conduct a high quality evaluation. We will use the student demographic data to describe the characteristics of students in the study sample. We will use the student attendance, behavior, high school graduation, and test data to examine the effects of attending a magnet school on student achievement and other outcomes.
C. Data confidentiality
Mathematica and its subcontractors follow the confidentiality and data protection requirements of The Education Sciences Reform Act of 2002, Title I, Part E, Section 183. We will use the data provided in response to this request for research purposes only. The reports prepared for the study will summarize findings across the sample and will not associate responses with a specific district, school, or individual. We will not provide information that identifies respondents to anyone outside the study team, except as required by law.
D. File format
You may provide the data in a single file or multiple files, whichever the district prefers. We can work with almost any file format, including Excel, comma delimited or fixed-width text files, SAS, SPSS, Stata, and Access. If it would be helpful for the study team to provide guidelines on a potential file format and structure, we would be happy to do so. Please also provide documentation of the data, including definitions of variables/fields, any codes used, and contact information for someone who can answer questions about the data.
Thank you very much for your assistance with this data request! We greatly appreciate your assistance. Please do not hesitate to contact me with any questions or concerns at [liaison phone number and email].
According to the Paperwork Reduction Act of 1995, no persons are required to respond to a collection of information unless it displays a valid OMB control number. The valid OMB control number for this information collection is 1850-0943. The time required to complete this voluntary information collection is estimated to average 8 hours per district, including the time to review instructions, gather the data needed, and complete and review the information collected. If you have any comments concerning the accuracy of the time estimate(s) or suggestions for improving this form, please write to: U.S. Department of Education, Washington, DC 20202. If you have comments or concerns regarding the status of your individual submission of this form, write directly to: U.S. Department of Education, Institute of Education Sciences, 555 New Jersey Avenue, NW, Washington, DC 20208. |
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File Type | application/vnd.openxmlformats-officedocument.wordprocessingml.document |
File Title | Mathematica Memo |
Author | Ira Nichols-Barrer |
File Modified | 0000-00-00 |
File Created | 2021-01-14 |