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P20 WIN ATTACHMENTS A & B DATA ELEMENTS FOR QUERY BY IMPACTED AGENCY & PURPOSE CROSSWALK - CCIC Attachment A: Provide the name of each element from each data source including elements needed to link data sets. Identify the values of each elements Attachment B: Provide a crosswalk for each data element requested and describe how it relates to the purpose of the query. List each data element once CCIC Code Set Other Related Research / Policy Explain how this element relates to Data Element Name Definition value to be Qualifier Question the Research Question included Record Type Identifier (default Record Type CCIC for record processing for record processing P20) Compilation Date The date the data was compiled for the data request for record processing for record processing Data Type (3) (10) Format XXX Fake ID A generic alphanumeric number unique for each individual in the unit record file which has been generated specifically for the purpose of this data request that has no connection, derived or encrypted, to any other student identifier. However, the Fake IDs should identify the Participating Agency supplying the data. If an individual has received more than one credential then the same Fake ID is applied to each record for that individual. E.g. P20_CSU_0000001... or UCONN_ab1 - zz50000 CCIC for record processing for linking the analytical data sets to each other through the fake Id / group ID matrix TBD by Participating Agency Social Security Number Social Security Administration Number of the student needed for matching records between data sets at BOR and with DOL (9) 999999999 Gender Gender of student This is demographic data, and the question required controlling for demographics. Integer (Male=1, Female=2, Unknown=9) Race / Ethnicity 1. Nonresident alien 2. Hispanic / Latino 3. American Indian or Alaskan Native 4. Asian 5. Black or African American 6. Native Hawaiian or Other Pacific Islander 7. White 8. Two or more races 9. Race and ethnicity unknown This is demographic data, and the question required controlling for demographics. 1. Nonresident alien 2. Hispanic / Latino 3. American Indian or Alaskan Native 4. Asian 5. Black or African American 6. Native Hawaiian or Other Pacific Islander 7. White 8. Two or more races 9. Race and ethnicity unknown Permanent Town Tax Code The Town Tax code in which the student was legally residing at the time of admission (http://www.ct.gov/dmv/lib/dmv/ct_d MV_Tax_Town_Code_List.pdf) Integer

Permanent State The State in which the student was legally residing at the time of admission text Permanent Town description Town name based on Town Tax code Graduation Age A derived field to show the students Age at time of graduation (Graduation Year - DOB) employment may be impacted by the age of the student graduating Integer Year of Birth The calendar year of the date of birth Institution Code Institution Name Partcipant Start Date Common Abbreviation or code for the institution Name of the Institution. (Eg., Sacred Heart University) The date a student began at the institution. employment may be impacted by the age of the student graduating. Including year of birth can assist with analysis. needed to disaggregate by institution needed to disaggregate by institution Program start dates are necessary to compare wage and employment date before, during and after program completion. (10) YYYY Graduation Date The date a student graduates with a credential in an academic year. Graduation dates are necessary to identify employment that occurred after graduation (10) CIP Code The CIP code that applies to the major. The Classification of Instructional Program (CIP) codes are six-digit codes in the form xxxxxx that identifies instructional program specialties within educational institutions. http://nces.ed.gov/ipeds/cipcode /Default.aspx?y=55 CIP Description Classification of Instructional Program Code Degree Code Credential Received upon Graduation: AA, AS BA,BS Certificate, Others Degree Code DescriptionThe type of degree associated with Program.

Academic Year Pell Recipient - ever The academic year in which the completion was counted for IPEDS reporting. A Y/N flag indicating whether the individual has received any Pell funding at any point in time Y/N Does the administration of financial aid support equality in postsecondary outcomes? Needed to compare outcomes between graduates from different academic years understanding whether the receipt of financial aid has an effect on employment, requires knowing whether an individual received financial aid YYYY-YYYY text (1) Governors Recipient - ever A Y/N flag indicating whether the individual has received a CT Governor's Scholarship of any type at any point in time. Y/N Does the administration of financial aid support equality in postsecondary outcomes? understanding whether the receipt of financial aid has an effect on employment, requires knowing whether an individual received financial aid text (1)

Attachment A: Provide the name of each element from each data source including elements needed to link data sets. Identify the values of each elements code sets that are necessary. Add as many rows as Attachment B: Provide a crosswalk for each data element requested and describe how it relates to the purpose of the query. List each data element once with only one data element per row. Add as many rows as CT Department of Labor Data Element Name Definition Code Set value to be included Other Qualifier Related Research / Policy Question Explain how this element relates to the Research Qeustion ssn SSN of Employee Used to create identify matches between data sets LastName Last Name of Employee Used to create identify matches between data sets FirstInit First Initial of Employee Used to create identify matches between data sets UID Unique database person ID Used to link tables of wage data necessary for linking wage records to Person table year Year in which wages were obtained 2009 through 2015 Necessary to determine when an individual was employed quarter Quarter in which wages were obtained all quarters up to most recent received in 2015 Necessary to determine when an individual was employed wage Wages paid by Employer in Quarter Necessary to determine if individual was employed NAICSCode Industry Code of Employer Paying Highest Wage 2 and 6 digit levels Necessary to understand the industry of employment and whether an individual changed industries W:\ORSE\P20W_SLDS\P20 WIN Data Requests\0016 - Postsecondary Outcomes - CCIC\0016 - final docs\0016_p20win_ AttachmentsA&B_20170706.xlsx

Question/Purpose for P20 WIN Data Request Item Short explanation Detailed explanation 1 wage and employment outcomes This data request will enable analysis of the degree to which students completing credentials from private, independent postsecondary institutions in CT are working in Connecticut during the first few years after program completion. The analysis will examine employment rates and wages earned by students completing undergraduate and graduate public education programs by institution, by academic program and by degree level from 2009 through 2015 as data are available from source systems. Questions that could be addressed from this request include but are not limited to the following: - Are education programs helping minority students achieve employment and wage outcomes comparable to non-minority students? - Does the administration of financial aid support equality in postsecondary outcomes? - To what degree do education programs support employment in Connecticut? To what degree are students who are Connecticut residents finding employment in the state? - Is there an economic advantage to completing different degree types (e.g. certificate, Assoc., BA, MA, etc.) - Which education programs are most likely to provide a living wage after program completion? - Which education programs are effective at increasing wages for working adults? - Do education programs lead to similar levels of employment for students from all geographic regions in the state