New York City Goes to College - A First Look at Patterns of College Enrollment, Persistence, and Degree Attainment for NYC High School Students ...

Page created by Gregory Ramos
 
CONTINUE READING
New York City Goes to College - A First Look at Patterns of College Enrollment, Persistence, and Degree Attainment for NYC High School Students ...
TECHNICAL APPENDICES

New York City Goes to College
A First Look at Patterns of College Enrollment, Persistence, and
Degree Attainment for NYC High School Students

                                                          Vanessa Coca

                                                             November 2014
1

                          APPENDIX A: DATA AND SAMPLE
This appendix describes the data, sample, and key measures used in the accompanying report, New
York City Goes to College: A First Look at Patterns of College Enrollment, Persistence, and Degree Attainment for
New York City High School Students.

Data Sources

The data used for this study come from an extensive longitudinal database with information about
NYC public school students, compiled by the Research Alliance for New York City Schools using
data from the New York City Department of Education (DOE).
Since 2006, the DOE has tracked the post-secondary enrollment of its graduates through an
agreement with the National Student Clearinghouse (NSC), a nonprofit organization that collects
information on post-secondary enrollment and degree attainment. The NSC is increasingly working
with school districts around the country to track the post-secondary outcomes of students those
districts serve.
The Research Alliance merged NSC data obtained by the DOE with our existing data archive. This
allowed us to create a new and comprehensive database that illuminates the educational pathways of
NYC students from kindergarten through post-secondary education.
It is important to note that NSC data is likely to understate actual rates of college enrollment and
completion (Goldrick-Rab & Harris, 2010). One reason for this is that not all colleges participate in
NSC data collection. In the fall of 2006, the NSC captured about 89 percent of college enrollment
(two- and four-year) nationwide (NSC, 2014). At that point, the rate of coverage for New York State
was 90 percent. By the fall of 2012, coverage rose to 95.8 percent in New York State. Given the high
rate of coverage throughout the period we studied, we do not expect that increases in NSC
participation by colleges significantly influenced the outcomes we observed.
Individual college students may also decline to have their enrollment information shared with the
NSC, and are then missing from NSC data. Further, high school students (or their guardians) may
opt out of having their personally identifiable information shared with the NSC, which results in their
exclusion when the NSC matches DOE data to their database (NYC DOE, n.d.).
Another source for undercounting emerges from the method the NSC uses to match information
about college students with information requested by school districts. The NSC uses an algorithm to
match information from school districts requesting data to the data received from colleges. This
means that the NSC’s ability to provide reliable data to school districts depends on receiving accurate
information both from colleges and from school districts. Any inconsistency in data sent to the NSC
2

(e.g., first and last names, date of birth) could result in changes in observed estimates of college
enrollment or degree attainment seen over time.
Using college enrollment and degree attainment data from multiple sources can help ensure greater
reliability of estimates of college enrollment and completion. In fact, our college enrollment and
persistence rates may differ from those reported by the DOE because we rely solely on information
from the NSC, whereas the DOE supplements NSC data with information received directly with
CUNY (Wilkes et al., 2012). In the future, we hope to incorporate CUNY data into our analyses.
In addition, the DOE may report higher rates of college enrollment than we do in this report because
NYC high schools are allowed to appeal their college enrollment rates based on formal evidence of
their students’ enrollment in college (NYC DOE, 2013a). This information was not included in the
NSC data we received.
Despite the challenges described above, NSC data is still the one of the best sources available for
tracking college-going in the U.S. For this report, we used NSC data to investigate three important
college-related outcomes: enrollment, persistence, and completion. Importantly, NSC data allow us
to us track students as they move across different colleges and college systems, giving us a
comprehensive picture of NYC high school graduates’ pathways through college.
Currently, our data only allow us to examine post-secondary degree attainment within four years of
starting college for the 2006 cohort of on-time high school graduates. As we integrate NSC data
covering more recent years, we plan to update the analyses in this report.
Finally, to conduct analyses about the selectivity of colleges attended by NYC high school graduates,
we integrated selectivity ratings for almost all four-year institutions in the U.S. from the 2011 Barron’s
Profile of American Colleges into our database.

Sample
To present a rich picture of key post-secondary outcomes, New York City Goes to College: A First Look
examines patterns of college enrollment, persistence, and completion for three distinct groups of
NYC public school students: first-time 9th graders, on-time high school graduates (a subset of first-
time 9th graders), and immediate college enrollees (a subset of on-time high school graduates).

First-Time 9th Graders
We examined seven cohorts of first-time 9th graders entering NYC public high schools (school years
2002-2003 to 2008-2009). A “first-time 9th grader” is a student who enrolled in a NYC public high
school as a 9th grader in either the fall or spring semester of a given school year and was not enrolled
in a NYC high school at any time during the previous two years. This means that we did not include
3

students who enrolled in a NYC public high school after their 9th grade year. We also excluded
students who transferred out of the NYC system after 9th grade, and students who attended a special
education high school (District 75), an alternative high school (District 79), a charter high school
(District 84), or a school with fewer than 15 9th graders in a given year.
Our analysis of first-time 9th graders allowed us to examine whether patterns of college enrollment
ran parallel with growth in on-time high school graduation rates.

On-Time High School Graduates
We defined a student as an “on-time high school graduate” if he or she graduated with an Advanced
Regents, Regents, or Local diploma by October after his or her expected fourth year of high school.
Throughout this report, the term “high school graduates” refers only to these on-time high school
graduates of NYC public schools. Calculations do not include students who transferred into or out
of a NYC public high school after 9th grade.
We focused on this group (as opposed to including five-year or six-year high school graduates or
GED recipients) for three reasons. First, it allowed us to examine the college-going patterns of more
cohorts than if we had included students who took extra time to finish high school. 1 Second, it
enabled us to track more semesters of college for each cohort. Third, we do not have college
enrollment information for all students who received a GED.
Looking at high school graduates, as opposed first-time 9th graders, allows us to compare college
enrollment rates in NYC to national rates, which are generally expressed as a percentage of high
school graduates. (Note that precise definitions of high school graduates vary across different
information sources.)

Immediate College Enrollees
An “immediate college enrollee” meets the definition of immediate enrollment on page 5.
For most of the report, we examine patterns of college persistence and degree attainment for
immediate college enrollees. This allows us to compare college persistence and degree attainment
rates in NYC to rates seen elsewhere in the U.S., which are generally expressed as a percentage of
first-time college enrollees.
4

Key Outcomes and Measures
High School Diploma Type
During the period covered in this paper, the New York State Education Department (NYSED)
increased the requirements for a Regents diploma and phased out the Local diploma (NYC DOE,
2014). See Appendix B for more details on New York State diploma requirements.
Regents Diploma: Students who entered 9th grade in 2012 were required to earn a minimum of
44 (semester) units of credit and to pass a minimum of five end-of-course Regents examinations with
a score of 65 or higher.
Advanced Regents Diploma: Students who entered 9th grade in 2012 were required to meet all
the requirements for a Regents diploma, and pass additional Regents exams in math, science, and a
language other than English.
Local Diploma: The Local diploma did not require passing scores on any Regents examinations for
students entering 9th grade prior to 2005. Students who entered 9th grade in 2005 had to pass two
out of five required Regents examinations; students who entered 9th grade in 2006 had to pass three
out of five; and students who entered 9th grade in 2007 had to pass four out of five. Beginning with
students who entered 9th grade in 2008, with a few exceptions, students had to earn a Regents
diploma to graduate from high school in New York State.

New York State Aspirational Performance Measure (APM)
In 2011, NYSED released a state-specific benchmark for college readiness—the “Regents-Based Math
and English Aspirational Performance Measure” (APM). The APM is defined as earning a New York
State Regents (or Advanced Regents) diploma and receiving a score of 80 or higher on a math Regents
exam and a score of 75 or higher on the English Regents exam. Students who meet the APM are
automatically qualified to enter a CUNY four-year college and exempt from developmental
coursework.

Immediate College Enrollment
This report looks at “immediate college enrollment,” defined as entering a post-secondary institution
(full- or part-time status) between August 1st and December 31st of the same year a student graduated
from high school. The report focuses on immediate fall enrollment because the vast majority of NYC
high school graduates who go to college enter in the fall. For example, among 2006 on-time high
school graduates, 83 percent of first-time college enrollment within five years of graduating high
school occurred in the immediate fall semester. Prior research has shown that students who delay
college enrollment are less likely to finish (Bozick & DeLuca, 2005). Thus, immediate entry appears
5

to be a better benchmark for a successful transition into college than enrollment over an extended
time period.
If a student was enrolled concurrently in more than one post-secondary institution, we identified his
or her ‘initial institution’ as the college where he or she was enrolled for more days. If a student
attended multiple institutions for the same number of days, we used the college where the student
had the highest level of enrollment (e.g., four-year over two-year institution). If both schools had
the same level of enrollment, we used the institution in which the student had a more intensive
enrollment status (e.g., full-time over part-time).

Persistence
“Persistence” refers to continued enrollment regardless of the specific college attended. Persistence
is defined in two ways in this report:
1. Continued enrollment in any post-secondary institution in each semester (fall/spring 2 ) after
   initial enrollment, including the semester where a student obtains a degree, and continued
   enrollment after attaining a degree. This method takes into account the continued enrollment of
   students who immediately transfer to a bachelor’s program after receiving an associate’s degree.
   This definition is used in Figures 2 and 11 and Tables 1, 2, and 3 in the full report, as well as
   Appendix Tables C-6, C-8, C-9, and C-12.
2. Continued enrollment in any post-secondary institution in each semester (fall/spring) after initial
   enrollment until (and not including) the semester when the first post-secondary degree is received. This is
   a more traditional approach, which does not take into account continued enrollment after receipt
   of a two-year degree. This definition is used in Figures 3, 6, & 10 as well as Appendix Tables C-
   10 and C-11.

Degree Attainment/College Completion
This report presents degree attainment data for 2006 on-time high school graduates who enrolled
immediately in college and received at least one two-year or four-year degree by August 31st, 2010
(i.e., four years after initial enrollment).

Level of Initial Post-Secondary Institution Attended
The NSC categorizes post-secondary institutions by the highest level of degree offered (i.e., less than
two-year, two-year, or four-year). The NSC does not indicate the level of degree program pursued
by students. This could be problematic if many colleges classified as four-year institutions had
significant numbers of students enrolled in certificate or associate’s degree programs.
6

In fact, four CUNY schools defined by the NSC as four-year institutions served a high proportion of
students in certificate or associate’s degree programs (see Table A-1). This means that NSC data
categorizes all students at these schools as attending a four-year institution, even if they are in a two-
year program. To address this potential misclassification, which would affect a significant number of
students in our sample, we re-categorized Medgar Evers College, the NYC College of Technology,
and the College of Staten Island as two-year institutions because of the large proportion of enrollees
who entered two-year programs.

    Table A-1: Proportion of First-Time Freshmen Pursuing an Associate’s Degree or
    Certificate at Each CUNY College
                                                        Proportion of First-Time Freshmen Pursuing an
                                                               Associate’s Degree or Certificate
                                           2006          2007          2008         2009          2010          2011          2012
      Four-Year Colleges
          Baruch                                0.0          0.0           0.0           0.0           0.0           0.0           0.0
          Brooklyn                              1.9          2.3           1.8           0.0           0.0           0.0           0.0
          City College of New
           York                                0.0           0.0          0.0           0.0           0.0           0.0           0.0
          Hunter                               0.0           0.0          0.0           0.0           0.0           0.0           0.0
          John Jay                            63.1          54.4         42.1          42.3           0.0           0.0           0.0
          Lehman                               0.0           0.0          0.0           0.0           0.0           0.0           0.0
          Medgar Eversa                       78.8          72.8         77.1          86.3          83.0          92.3          93.0
          NYCCTa                              94.3          95.6         94.7          94.4          94.0          93.8          91.5
          Queens                               0.0           0.0          0.0           0.0           0.0           0.0           0.0
          Staten Islanda                      79.9          81.4         78.5          74.6          69.2          68.7          68.6
          York                                 0.1           1.3          0.4           0.7           0.1           0.4           0.2
          Professional Studies                 n/a         100.0        100.0         100.0         100.0           n/a           n/a
      Total Four-Year College                 38.2          36.3         34.9          37.8          31.0          32.3          31.1
      Community Colleges
          BMCC                               100.0         100.0        100.0         100.0         100.0         100.0         100.0
          Bronx                              100.0         100.0        100.0         100.0         100.0         100.0         100.0
          Hostos                             100.0         100.0        100.0         100.0         100.0         100.0         100.0
          Kingsborough                       100.0         100.0        100.0         100.0         100.0         100.0         100.0
          LaGuardia                          100.0         100.0        100.0         100.0         100.0         100.0         100.0
          New Community
           College/ Guttman                   N/A           N/A          N/A           N/A           N/A           N/A          100.0
         Queensborough                       100.0         100.0        100.0         100.0         100.0         100.0         100.0
      Total Community
      College                                100.0         100.0        100.0         100.0         100.0         100.0         100.0
      Total CUNY                              63.4          63.0         63.4          66.6          65.7          67.7          66.8
    Source: CUNY (2012 & 2013).
    Note: a Due to the high proportion of students at these schools pursuing associate’s degrees, we classified these schools as two-year
    institutions in this report.
7

CUNY Affiliation of Initial College Attended
The CUNY system includes 11 four-year institutions (in which the highest undergraduate degree
offered is a four-year degree) and seven community colleges (in which the highest degree offered is
a two-year degree). As in other studies that examine CUNY enrollment (Treschan & Mehrotra,
2012), we categorized five CUNY four-year colleges as “top-tier” colleges (Baruch, Hunter,
Brooklyn, and Queens Colleges, and the City College of New York) and three as “second-tier”
colleges (York, Lehman, and John Jay Colleges). As mentioned above, we re-categorized three four-
year institutions as two-year schools (Medgar Evers College, the NYC College of Technology, and
the College of Staten Island). Finally, CUNY has seven community colleges (Borough of Manhattan,
Bronx, Hostos, Kingsborough, LaGuardia, Guttman,3 and Queensborough Community Colleges).

Selectivity of Initial Post-Secondary Institution Attended
Barron’s Profiles of American Colleges rates four-year institutions using a combination of incoming
students’ average SAT/ACT scores, GPA and class rank, and the percentage of applicants admitted.
In this report, we used a modified categorization of the Barron’s ratings of four-year institutions,
which has been also used by other researchers (Bowen, Chingos, & McPherson, 2009; Roderick et
al., 2008, 2009, & 2011; Smith, Pender, & Howell 2013). Specifically, we grouped four-year
institutions into five categories based on their 2011 Barron’s ratings: very selective, selective,
somewhat selective, non-selective, and other (see Table A-2).
Table A-2: Modified Barron’s College Selectivity Categories (2011)
                         Barron’s
    Ratings Used
                        Selectivity                          Barron’s Definition
    in this Report
                          Rating
                                        Average freshman ranks in the top 20 percent of high school
                                        class; GPA of A to B+; median SAT in 655-800 range; median
                     Most competitive   ACT above 29.
                                        Admit less than 33 percent of applicants.
    Very selective
                                        Average freshman ranks in the top 20-35 percent of high school
                     Highly             class; GPA of B+ to B; median SAT from 620-654; median ACT
                     competitive        27-28.
                                        Admit 33-50 percent of applicants.
                                        Average freshman ranks in the top 35-50 percent of high school
                                        class; GPA no less than B-; median SAT of 573-619; median
    Selective        Very competitive   ACT 24-26.
                                        Admit 50-75 percent of applicants.
                                        Average freshman ranks in the top 50-65 percent of high school
    Somewhat                            class; minimum required GPA ranges from B- to C; median SAT
                     Competitive        500-572; median ACT 21-23.
    selective
                                        Admit 75-85 percent of applicants.
                                        Average freshman ranks in the top 65 percent of high school
    Non-selective    Less competitive   class; admit students with GPAs generally below C; median
                                        SAT below 500; median ACT below 21.
8

                                                    Admit 85-100 percent of applicants.

                                                    Average freshman graduated from an accredited high school.
                        Noncompetitive
                                                    Admit 98 percent or more of applicants or all state residents.
                                                    Admissions requirements are not based primarily on academic
                        Special
                                                    criteria, but on evidence of talent or special interest.
    Other
                        Other four-year
                                                    Barron’s does not rate these colleges.
                        colleges
    Community           Two-year
                                                    Barron’s does not rate these colleges.
    college             colleges
Source: Barron’s Educational Series, Inc. (2011).

Table A-3: Examples of Colleges by Selectivity Category
      Selectivity
    Category Used                                                Sample Colleges
    in this Report

                         SUNY Binghamton, SUNY Stony Brook University, New York University, Syracuse
    Very selective
                         University, Fordham University, Cornell University, SUNY Geneseo

                         CUNY Hunter College, CUNY Baruch College, SUNY University at Buffalo, SUNY
    Selective
                         Albany, Polytechnic Institute of New York University, Pace University

                         CUNY Brooklyn College, CUNY City College, CUNY John Jay College, CUNY
    Somewhat
                         Queens College, St. John’s University, Long Island University, Buffalo State
    selective
                         College

                         CUNY New York City College of Technologya, CUNY College of Staten Islanda,
    Non-selective
                         CUNY Lehman College, CUNY Medgar Evers Collegea, CUNY York College

                         SUNY College of Technology at Canton, SUNY Morrisville, Monroe College–New
    Other                Rochelle, SUNY College of Technology at Delhi, Vaughn College of Aeronautics &
                         Technology

    Community            CUNY Borough of Manhattan, CUNY Queensborough, CUNY LaGuardia, CUNY
    college              Bronx, CUNY Hostos, Nassau Community College, Technical Career Institute

Source: Barron’s Educational Series, Inc. (2011).
Notes: a Due to the high proportion of students at these schools pursuing associate’s degrees, we classified these schools as two-
year institutions in this report.
9

               APPENDIX B: NEW YORK STATE HIGH SCHOOL DIPLOMA
                                REQUIREMENTS
                                             Local                             Regents                          Advanced Regents
 Units of credit
 English                                       8                                   8                                       8
 Social Studies                                8                                   8                                       8
   Global History (4)
   U.S. History (2)
   Government (1)
   Economics (1)
 Science (including lab)                       6                                   6                                       6
   Life Science (2)
   Physical Science (2)
   Life or Physical Science (2)
 Mathematics                                   6                                   6                                       6
   Including at least 2 advanced
   math (e.g., Geometry or
   Algebra II)
 Physical Education                            4                                   4                                       4
 Foreign Language                              2                                   2                                       6
 Arts                                          2                                   2                                       2
 Health                                        1                                   1                                       1
 Electives                                     7                                   7                                       3
 Total credits required                        44                                 44                                      44
 Examination requirements
 English Language Arts                        55+                              65+                                    65+
                                                                                                                   a
                                                                   65+ on 1 math exam (Algebra           65+ on 3 math exams (Algebra I,
 Mathematics                                  55+
                                                                     I, Geometry or Algebra II)               Geometry & Algebra II)
 Global History and
                                              55+                                 65+                                    65+
 Geography
 U.S. History and
                                              55+                                 65+                                    65+
 Government
                                                                   65+ on 1 science exam (Living          65+ on 2 science exams (Living
 Science                                      55+                   Environment, Earth Science,           Environment and Earth Science,
                                                                      Chemistry, or Physics)                   Chemistry, or Physics)
 Foreign Language                         Not required                     Not required                                65+
                                   For students entering 9th
                                   grade before 2005: none.
                                   Students entering in 2005
                                   were required to pass at
                                    least 2 of the 5 required
 Total exams required to
                                     Regents exams. Each
 pass with at least a                                                              5                                      9a
                                      cohort thereafter was
 score of 65
                                       required to pass an
                                     additional exam, until
                                   2008, when this diploma
                                    type was phased out for
                                    most entering students.
Source: New York City Department of Education (2014).
Note: a For students who entered 9th grade prior to Fall 2011, the number of mathematics Regents exams required varied depending on the type of
exams available (i.e., the Mathematics A and Mathematics B Regents Exams were last administered in January 2009 and June 2010, respectively)
and the combinations of exams taken. See New York City Department of Education (2014) for more detail.
10

                                                   APPENDIX C: SUPPLEMENTAL TABLES
Table C-1: Demographic and Academic Characteristics of First-Time 9th Graders, 2006-2012 (%)
                                                                                                  Year of Expected High School Graduation
                                                                                  2006           2007      2008     2009      2010      2011        2012
     Gender
        Female                                                                     51.3           51.4     51.1      51.1      50.8         50.7     50.3
        Male                                                                       48.7           48.6     48.9      48.9      49.2         49.3     49.7
     Race/Ethnicity
        Asian                                                                      14.5           14.3     14.5      14.5      14.8         15.2     15.9
        Latino                                                                     35.0           36.0     37.2      38.0      38.1         39.1     38.6
        Black                                                                      34.1           34.2     34.0      33.9      33.5         32.6     32.1
        White                                                                      16.1           14.2     13.5      12.9      13.1         12.6     12.9
     One or more poverty indicators in 8th or 9th grade                            79.2           75.9     82.7      85.7      85.6         84.7     82.7
     Number of students                                                         61,586         63,571    64,881    66,065    66,074    66,214      65,442
Source: Research Alliance calculations using data from the NYC Department of Education.
Note: Calculations do not include students who transferred out of NYC public schools after 9th grade.
11

Table C-2: Demographic and Academic Characteristics of On-Time High School Graduates, 2006-2012 (%)
                                                                                                Year of Expected High School Graduation
                                                                            2006            2007             2008            2009               2010    2011     2012
     Gender
      Female                                                                 56.2            56.3             55.5            55.0              54.1     53.6     52.8
      Male                                                                   43.8            43.7             44.5            45.0              45.9     46.4     47.2
     Race/Ethnicity
      Asian                                                                 18.7            18.5             18.2            17.9             18.0       18.7     19.4
      Latino                                                                29.6            30.6             32.7            33.9             34.1       35.3     34.5
      Black                                                                 30.7            31.4             31.5            32.0             31.7       30.6     30.2
      White                                                                 20.7            17.9             16.6            15.7             15.5       15.1     15.4
     One or more poverty indicators in 8th or 9th grade                     75.0            72.1             79.4            83.3             83.3       82.2     80.3
     Number of students                                                   35,561          37,744           40,688          43,407           45,516     45,871   45,947
 Source: Research Alliance calculations using data from the NYC Department of Education.
 Note: Table includes all students who enrolled in NYC public schools as first-time 9th graders and graduated from high school in four years.
12

Table C-3: Demographic and Academic Characteristics of On-Time High School Graduates Who Enrolled
Immediately in College, 2006-2012 (%)
                                                                                                  Year of Expected High School Graduation
                                                                             2006             2007            2008             2009            2010             2011             2012
 Gender
     Female                                                                   58.1             58.5            58.0             56.8             56.6            56.1             55.1
     Male                                                                     41.9             41.5            42.0             43.2             43.4            43.9             44.9
 Race/Ethnicity
     Asian                                                                   22.3             22.2            22.3             21.1             21.5            21.9             22.7
     Latino                                                                  24.8             26.3            28.5             30.3             30.7            32.7             31.9
     Black                                                                   27.6             28.4            28.2             29.3             29.4            28.1             27.7
     White                                                                   25.1             21.3            20.1             18.7             17.8            16.9             17.2
 One or more poverty indicators in 8th or 9th grade                          71.2             69.0            76.2             81.1             81.0            80.1             78.4
 Number of students                                                        20,982           22,989          25,611           28,953           29,580          29,229           29,590
Source: Research Alliance calculations using data from the NYC Department of Education, including National Student Clearinghouse data.
Notes: Table includes all students who enrolled in NYC public schools as first-time 9th graders, graduated from high school in four years, and enrolled in college the immediate fall.
13

Table C-4: Rates of On-Time High School Graduation and College Enrollment
(First-Time 9th Graders, 2002-2008)

                                                                      Year of 9th Grade Entry
                                                2002        2003       2004      2005    2006               2007        2008
 Graduated from high school in
  four years                                     57.7        59.4        62.7        65.7        68.9        69.3        70.2
 Graduated from high school in
  four years and enrolled
  immediately in college                         35.2        37.3        40.6        44.9        45.6        44.5        45.3

 Number of students                           61,586      63,571      64,881      66,065      66,074      66,214      65,442
Source: Research Alliance calculations using data from the NYC Department of Education, including National Student
Clearinghouse data.
Note: Our calculations differ from those conducted by the New York State Education Department and the NYC DOE because
we do not include students who transferred into or out of a NYC high school after 9th grade. Our rates are typically 4-5 percent
higher.

Table C-5: High School Graduation Rates by Diploma Type
(First-Time 9th Graders, 2002-2008)

                                                                      Year of 9th Grade Entry
                                                2002        2003       2004      2005    2006               2007        2008
 Local diploma                                   18.9        18.3        17.8        16.4        14.0         9.6         3.2
 Regents diploma                                 23.4        24.5        27.1        31.3        36.1        40.7        47.6
 Advanced Regents diploma                        15.5        16.6        17.9        18.0        18.8        19.0        19.4

 Number of students                           61,586      63,571      64,881      66,065      66,074      66,214      65,442
Source: Research Alliance calculations using data from the NYC Department of Education.
Note: Our calculations differ from those conducted by the New York State Education Department and the NYC DOE because
we do not include students who transferred into or out of a NYC high school after 9th grade. Our rates are typically 4-5 percent
higher.
14

Table C-6: Rates of College Enrollment, Persistence, and Attainment by High School
Diploma Type
(On-Time High School Graduates, 2006-2012)

                                                                         Year of High School Graduation
                                                       2006          2007     2008      2009     2010                     2011          2012
 All high school graduates
      Started college in immediate fall                 59.0          60.9         62.9          66.7         65.0         63.7         64.4
      Persisted for three semesters                     52.0          53.4         55.3          55.8         52.1         51.5         N/A
      Persisted for five semesters                      46.1          47.1         47.2          45.0         42.8         N/A          N/A
      Received a degree within four
        years                                          24.1          N/A          N/A           N/A          N/A           N/A          N/A
      Number of students                             35,561        37,744       40,688        43,407       45,516        45,871        5,947
 By diploma type
   Local diploma
      Started college in immediate fall                 40.1          40.8         42.5          45.4         42.7         41.1         30.2
      Persisted for three semesters                     30.6          31.3         32.6          31.3         27.3         25.5         N/A
      Persisted for five semesters                      24.0          23.8         23.1          20.0         17.2         N/A          N/A
      Received a degree within four
        years                                          10.5          N/A          N/A           N/A           N/A          N/A          N/A
      Number of students                             11,614        11,611       11,532        10,820         9,227        6,360        2,064
   Regents diploma
      Started college in immediate fall                 60.4          62.3         63.1          67.0         64.1         61.4         60.0
      Persisted for three semesters                     52.9          53.5         54.3          54.2         49.6         46.9         N/A
      Persisted for five semesters                      45.9          46.0         44.8          41.9         38.6         N/A          N/A
      Received a degree within four
        years                                          19.9          N/A          N/A           N/A          N/A           N/A          N/A
      Number of students                             14,405        15,553       17,561        20,701       23,881        26,954       31,168
   Advanced Regents diploma
      Started college in immediate fall                 80.0          80.8         83.0          85.6         83.4         80.2         80.6
      Persisted for three semesters                     76.7          77.8         79.3          81.1         75.4         74.5         N/A
      Persisted for five semesters                      73.3          74.3         74.8          73.0         69.9         N/A          N/A
      Received a degree within four
        years                                           47.2         N/A          N/A           N/A          N/A           N/A          N/A
      Number of students                               9,542       10,580       11,595        11,886       12,408        12,557      12,715
Source: Research Alliance calculations using data from the NYC Department of Education, including National Student Clearinghouse data.
Note: Table includes all students who enrolled in NYC public schools as first-time 9th graders and graduated from high school in four years.
15

Table C-7: Rates of Initial College Enrollment by College Level, CUNY Affiliation, and Selectivity
(On-Time High School Graduates, 2006-2012)
                                                                                        Year of High School Graduation
                                                       2006             2007             2008        2009       2010                        2011             2012
 College level
   Two-year                                                 15.3             17.6             20.2             24.7             25.8             26.5             26.5
   Four-year                                                43.7             43.3             42.8             42.0             39.2             37.3             37.9
 CUNY affiliation
   “Top-tier” four-year CUNYa                               10.5             10.6             10.3              9.4              8.2              8.6              8.2
   “Second-tier” four-year CUNYb                             5.1              5.5              5.6              5.8              4.7              4.0              4.5
   CUNY community collegec                                  12.9             15.0             17.8             22.4             23.1             23.9             24.0
   Four-year non-CUNY                                       28.1             27.2             26.9             26.9             26.3             24.7             25.2
   Two-year non-CUNY                                         2.3              2.6              2.4              2.3              2.7              2.6              2.5
 College selectivityd
   Very selectived four-year                                9.3              9.0              8.6              8.0              7.6              6.5              6.9
   Selectived four-year                                    10.8             10.1             10.0              9.8              9.1              9.8              9.7
   Somewhat selectived four-year                           18.5             18.4             17.6             17.1             15.4             14.5             14.7
   Non-selectived four-year                                 3.3              3.7              4.4              4.7              5.0              4.2              4.2
   Other/speciald four-year                                 1.8              2.1              2.2              2.4              2.1              2.2              2.4
 Number of Students                                      35,561           37,744           40,688           43,407           45,516           45,871           45,947
Source: Research Alliance calculations using data from the NYC Department of Education, including National Student Clearinghouse data.
Notes: Table includes all students who enrolled in NYC public schools as first-time 9th graders and graduated from high school in four years. a Baruch, Hunter, Brooklyn,
City and Queens Colleges. b York, Lehman, and John Jay Colleges. c BMCC, Bronx, Hostos, Kingsborough, La Guardia, and Queensborough Community Colleges, as
well as City Tech, Medgar Evers and Staten Island Colleges (because of the high proportion of students in associate’s programs at these institutions). d Selectivity was
determined using modified Barron's categories (see Appendix A for more information).

Table C-8: Rates of College Persistence and Degree Attainment
(Students who Enrolled in College Immediately after Graduating High School On Time, 2006-2012)
                                                                                        Year of High School Graduation
                                                       2006             2007             2008        2009        2010                        2011             2012
 Started college in immediate fall                        100.0            100.0             100.0            100.0            100.0            100.0            100.0
 Persisted for three semesters                             88.1             87.8              87.8             83.7             80.2             80.8             N/A
 Persisted for five semesters                              78.2             77.3              74.9             67.4             65.9             N/A              N/A
 Received a degree within four years                       37.7             N/A               N/A              N/A              N/A              N/A              N/A
 Number of students                                      20,982           22,989            25,611           28,953           29,580           29,229           29,590
Source: Research Alliance calculations using data from the NYC Department of Education, including National Student Clearinghouse data.
Notes: Table includes all students who enrolled in NYC public schools as first-time 9th graders, graduated from high school in four years, and enrolled in college the
immediate fall.
16

Table C-9: Rates of College Persistence and Degree Attainment by College Selectivity
(Students Who Enrolled in College Immediately after Graduating High School on Time, 2006-2012)
                                                                                                     Year of High School Graduation
                                                                  2006              2007             2008         2009        2010                          2011              2012
 Very selective four-year
    Started college in immediate fall                                 100.0             100.0             100.0             100.0             100.0             100.0             100.0
    Persisted for three semesters                                      96.7              97.7              97.1              97.4              87.9              96.6              N/A
    Persisted for five semesters                                       93.7              94.6              93.2              86.7              84.3              N/A               N/A
    Received a degree within four years                                73.5              N/A               N/A               N/A               N/A               N/A               N/A
    Number of students                                                3,313             3,379             3,490             3,479             3,454             2,993             3,167
 Selective four-year
    Started college in immediate fall                                 100.0             100.0             100.0             100.0             100.0             100.0             100.0
    Persisted for three semesters                                      94.4              94.4              94.8              93.1              90.4              91.8              N/A
    Persisted for five semesters                                       88.7              88.7              88.5              84.2              83.5              N/A               N/A
    Received a degree within four years                                43.0              N/A               N/A               N/A               N/A               N/A               N/A
    Number of students                                                3,823             3,816             4,062             4,246             4,144             4,488             4,479
 Somewhat selective four-year
    Started college in immediate fall                                 100.0             100.0             100.0             100.0             100.0             100.0             100.0
    Persisted for three semesters                                      89.5              89.2              89.7              86.7              86.2              87.6              N/A
    Persisted for five semesters                                       79.7              79.9              79.9              74.3              75.2              N/A               N/A
    Received a degree within four years                                29.5              N/A               N/A               N/A               N/A               N/A               N/A
    Number of students                                                6,594             6,952             7,148             7,403             7,007             6,650             6,753
 Non-selective four-year
    Started college in immediate fall                                 100.0             100.0             100.0             100.0             100.0             100.0             100.0
    Persisted for three semesters                                      84.9              82.8              85.2              78.7              74.6              79.4              N/A
    Persisted for five semesters                                       74.3              72.4              71.8              61.6              60.3              N/A               N/A
    Received a degree within four years                                19.7              N/A               N/A               N/A               N/A               N/A               N/A
    Number of students                                                1,173             1,413             1,792             2,051             2,256             1,938             1,928
 Other/special four-year
    Started college in immediate fall                                 100.0             100.0             100.0             100.0             100.0             100.0             100.0
    Persisted for three semesters                                      78.0              78.2              76.2              71.8              75.8              72.0              N/A
    Persisted for five semesters                                       62.5              61.3              55.7              51.7              58.5              N/A               N/A
    Received a degree within four years                                37.8              N/A               N/A               N/A               N/A               N/A               N/A
    Number of students                                                  651               785               911             1,056               972             1,019             1,092
Source: Research Alliance calculations using data from the NYC Department of Education, including National Student Clearinghouse data.
Notes: Table includes all students who enrolled in NYC public schools as first-time 9th graders, graduated from high school in four years, and enrolled in college the immediate fall.
17

Table C-10. College Pathways by High School Achievement
(Percent of 2006 On-Time High School Graduates Who Enrolled in College Immediately)
                                                                                                                              Semester
                                 Number of
                                                             Status
                                 Students                                              1            2            3           4            5            6            7            8
     All                        20,982              Still enrolled                    100.0         95.4         88.1         81.6        76.3         69.0         64.2         33.8
                                                    Stopped out                         0.0          4.5         11.8         16.5        21.4         24.6         27.6         29.9
                                                    Received a degree                   0.0          0.0          0.1          1.9         2.3          6.4          8.3         36.3
     By High School Diploma Type
     Advanced Regents    7,630                      Still enrolled                    100.0         98.5         95.9         93.3        90.8         86.5         82.6         32.8
                                                    Stopped out                         0.0          1.4          4.0          5.9         8.3         10.2         11.6         13.0
                                                    Received a degree                   0.0          0.0          0.0          0.8         0.9          3.3          5.8         54.2
     Regents                    8,697               Still enrolled                    100.0         95.2         87.5         79.9        73.7         65.3         60.3         37.9
                                                    Stopped out                         0.0          4.7         12.4         17.8        23.4         26.8         30.5         33.0
                                                    Received a degree                   0.0          0.0          0.1          2.3         2.9          7.9          9.2         29.2

     Local                      4,655               Still enrolled                    100.0         90.8         76.3         65.8        57.5         47.1         41.2         27.9
                                                    Stopped out                         0.0          9.2         23.6         31.4        39.0         44.0         48.3         51.9
                                                    Received a degree                   0.0          0.0          0.1          2.9         3.5          8.9         10.5         20.3
Source: Research Alliance calculations using data from the NYC Department of Education, including National Student Clearinghouse data.
Notes: Table includes all students who enrolled in NYC public schools as first-time 9th graders, graduated from high school in four years, and enrolled in college in the immediate fall.
The categories in this table (i.e., still enrolled, stopped out, and received a degree) report the proportion of immediate college enrollees in each category at each semester. A student is
defined as “still enrolled” if she persisted in any post-secondary institution in each semester (fall/spring) after initial enrollment until she either received a post-secondary degree or left
college (“stopped out”). The three categories are mutually exclusive, and add up to 100 percent for each diploma type in each semester.
This table does not fully capture the complexity of possible pathways through college. For example, some students who we define as stopping out may have returned to college or
received a degree in a subsequent semester. However, we highlight stop out because of the additional barriers often faced by students who leave and then try to return to college. In
fact, we found that an additional 1.4 percent of all 2006 on-time high school graduates who enrolled in college immediately received a post-secondary degree within four years, but were
not included into the degree attainment rate in this table because they left college prior to degree attainment. This table also only tracks the first degree a student receives, so does not
capture students who remain enrolled (e.g., in a bachelor’s program) after receiving a degree (e.g., an associate’s degree).
18

Table C-11: College Pathways by College Level and Selectivity
(Percent of Students who Enrolled in College Immediately after Graduating High School On Time in 2006)
                                                                                                                     Semester
                              Number of
                                                         Status                  1           2           3          4           5           6           7           8
                               Students
 Very selective              3,313               Still enrolled                100.0        99.1        96.7        94.7        93.0        89.9        86.3        18.7
                                                 Stopped out                     0.0         0.9         3.3         4.6         6.2         7.6         8.7         9.6
                                                 Received a degree               0.0         0.0         0.0         0.7         0.7         2.5         5.0        71.6
 Selective                   3,823               Still enrolled                100.0        97.9        94.3        91.8        88.6        84.7        80.2        41.0
                                                 Stopped out                     0.0         2.1         5.6         8.0        11.2        13.5        15.8        17.3
                                                 Received a degree               0.0         0.1         0.1         0.2         0.2         1.8         4.0        41.7
 Somewhat
 selective                   6,594               Still enrolled                100.0        96.0        89.5        83.2        78.2        72.9        68.3        43.1
                                                 Stopped out                     0.0         4.0        10.5        15.1        19.9        22.9        26.2        28.3
                                                 Received a degree               0.0         0.0         0.0         1.7         1.9         4.2         5.5        28.6
 Non- selective              1,824               Still enrolled                100.0        93.6        82.4        73.7        67.3        58.4        52.9        34.2
                                                 Stopped out                     0.0         6.4        17.5        22.8        28.6        33.8        38.4        41.0
                                                 Received a degree               0.0         0.0         0.1         3.6         4.2         7.8         8.8        24.8
 Two-year                    5,428               Still enrolled                100.0        91.5        78.6        67.2        58.3        44.0        38.1        26.5
                                                 Stopped out                     0.0         8.5        21.2        29.3        37.0        41.8        45.5        49.4
                                                 Received a degree               0.0         0.1         0.1         3.4         4.7        14.2        16.4        24.1
Source: Research Alliance calculations using data from the NYC Department of Education, including National Student Clearinghouse data.
Note: Table includes all students who enrolled in NYC public schools as first-time 9th graders, graduated from high school in four years, and enrolled in college in the immediate fall.
The categories in this table (i.e., still enrolled, stopped out, and received a degree) report the proportion of immediate college enrollees in each category at each semester. A student is
defined as “still enrolled” if she persisted in any post-secondary institution in each semester (fall/spring) after initial enrollment until she either received a post-secondary degree or left
college (“stopped out”). The three categories are mutually exclusive, and add up to 100 percent for each diploma type in each semester.
This table does not fully capture the complexity of possible pathways through college. For example, some students who we define as stopping out may have returned to college or
received a degree in a subsequent semester. However, we highlight stop out because of the additional barriers often faced by students who leave and then try to return to college. In
fact, we found that an additional 1.4 percent of all 2006 on-time high school graduates who enrolled in college immediately received a post-secondary degree within four years, but were
not included into the degree attainment rate in this table because they left college prior to degree attainment. This table also only tracks the first degree a student receives, so does not
capture students who remain enrolled (e.g., in a bachelor’s program) after receiving a degree (e.g., an associate’s degree).
19

Table C-12: Rates of College Persistence and Degree Attainment by College Selectivity for Academically Well
Prepared Students
(Students who Enrolled in College Immediately after Graduating High School On Time with an Advanced Regents Diploma, 2006-2012)
                                                                 Year of High School Graduation
                                              2006       2007        2008       2009       2010      2011        2012
 Very selective four-year
    Started college in immediate fall        100.0       100.0       100.0      100.0      100.0     100.0       100.0
    Persisted for three semesters              97.1       98.1        97.6       97.9       87.3      96.7        N/A
    Persisted for five semesters               94.2       95.8        94.4       86.8       84.1      N/A         N/A
    Received a degree within four years        76.4       N/A         N/A        N/A        N/A       N/A         N/A
    Number of students                       2,737       2,884       2,975      2,936      2,905     2,502       2,635
 Selective four-year
    Started college in immediate fall        100.0       100.0       100.0      100.0      100.0     100.0       100.0
    Persisted for three semesters              96.7       96.5        96.3       95.3       93.5      93.4        N/A
    Persisted for five semesters               92.7       92.1        91.4       88.1       88.1      N/A         N/A
    Received a degree within four years        49.7       N/A         N/A        N/A        N/A       N/A         N/A
    Number of students                       2,180       2,404       2,681      2,849      2,816     3,029       2,971
 Somewhat selective four-year
    Started college in immediate fall        100.0       100.0       100.0      100.0      100.0     100.0       100.0
    Persisted for three semesters              95.4       95.3        94.5       93.3       92.5      92.4        N/A
    Persisted for five semesters               89.8       90.0        88.6       86.1       84.8      N/A         N/A
    Received a degree within four years        38.5       N/A         N/A        N/A        N/A       N/A         N/A
    Number of students                       2,078       2,408       2,815      2,850      2,934     2,941       2,912
 Non-selective four-year
    Started college in immediate fall        100.0       100.0       100.0      100.0      100.0     100.0       100.0
    Persisted for three semesters              90.0       90.7        89.5       91.9       86.8      84.8        N/A
    Persisted for five semesters               84.7       84.2        79.5       78.6       78.7      N/A         N/A
    Received a degree within four years        44.8       N/A         N/A        N/A        N/A       N/A         N/A
    Number of students                          261        355         493        570        600       585         641
 Other/special four-year
    Started college in immediate fall        100.0       100.0       100.0      100.0      100.0     100.0       100.0
    Persisted for three semesters              90.4       91.6        91.2       89.5       87.5      87.6        N/A
    Persisted for five semesters               82.1       83.1        79.7       74.4       73.1      N/A         N/A
    Received a degree within four years        40.1       N/A         N/A        N/A        N/A       N/A         N/A
    Number of students                          374        502         661        966      1,088     1,014       1,092
Source: Research Alliance calculations using data from the NYC Department of Education, including National Student Clearinghouse data.
Note: Table includes all students who enrolled in NYC public schools as first-time 9th graders and graduated from high school in four years.
20

Endnotes                                                      ra/ir/data-book/student/2003-2009/fall-
                                                              2012.html
1
  According to the DOE, the difference between
                                                            Goldrick-Rab, S. & Harris, D.N. (2010). Memo to
   four-year and five-year high school graduation
                                                              interested researchers using National Student
   rates is, on average, about 5.6 percentage points.
                                                              Clearinghouse data. Retrieved from
   The difference between five-year and six-year
   high school graduation rates is, on average, 3             http://www.finaidstudy.org/documents/NSC2
   percentage points. For example, 65.1 percent of            0Dear20colleagues20letter.pdf
   9th graders who entered high school in 2006              National Student Clearinghouse (2014). NSC
   graduated by August 2010; 70.4 percent of that             Coverage. Retrieved from
   9th grade cohort had graduated after five years,           http://nscresearchcenter.org/wp-
   and 73.2 percent after six years (NYC DOE                  content/uploads/NSC_COVERAGE.xlsx
   2013b).                                                  New York City Department of Education (2013a). “Data
2 Fall is defined August 1st to December 31st. Spring
                                                              Verification Overview Guide 2012-13.”
   is defined as January 1st to April 30th.                   Retrieved from
3 Guttman Community College (initially known as               http://schools.nyc.gov/NR/rdonlyres/F42CC1
   the New Community College) opened in 2012,                 B3-14AA-4163-B678-
   and is not included in any of the analyses in this         5B202499AF0C/0/DataVerificationGuide20121
   report.                                                    3.pdf
                                                            New York City Department of Education (2013b). “New
Appendix References                                           York City Graduation Rates Class of 2013 (2001
                                                              Cohort).” Retrieved from
Barron’s Educational Series, Inc. (2011). Barron’s            http://schools.nyc.gov/NR/rdonlyres/723B1E
     Profiles of American Colleges 2011 (29th Edition).       9A-B35E-4C25-9D48-
     Hauppauge, NY: Barron’s Educational Series,              4E18E0BA90A5/0/2013GraduationRatesPublic
     Inc.                                                     Website.pdf
Bowen, W.G., Chingos, M.M., & McPherson, M.S.               New York City Department of Education (2014).
  (2009). Crossing the Finish Line: Completing College at     “Graduation Requirements.” Retrieved from
     America's Public Universities. Princeton, NJ:            http://schools.nyc.gov/nr/rdonlyres/215ff06b-
     Princeton University Press.                              dca3-442b-89df-
Bozick, R. & DeLuca, S. (2005). “Better Late Than             18e674dc867e/0/acpolicygened.pdf
     Never? Delayed Enrollment in the High School to        New York City Department of Education (n.d.). Letter
     College Transition.” Social Forces, 84(1), 531-          to High School Students and Families. Retrieved
     554.                                                     from
The City University of New York (2012). “First-Time           http://schools.nyc.gov/NR/rdonlyres/1E78D2
     Freshmen by Degree Pursued, Full-Time/Part-              06-DDF4-497B-AC77-
     Time Attendance, and College, Fall 2011.”                A98EFB3A5A5A/0/FAFSANSCOptOutLetterFo
     Retrieved from                                           rm201213.pdf
     owl.cuny.edu:7778/ADMS_0019_FTFR_DEGP                  Roderick, M., Nagaoka, J., Coca, V., Moeller, E.,
     R_FTPT_HIST.rpt.pdf                                      Roddie, K., Gilliam, J., & Patton, D. (2008). From High
The City University of New York (2013). “First-Time           School to the Future: Potholes on the Road to College.
     Freshmen by Degree Pursued, Full-Time/Part-              Chicago, IL: University of Chicago Consortium
     Time Attendance, and College, Fall 2012”                 on Chicago School Research.
     Retrieved from                                         Roderick, M., Nagaoka, J., Coca, V., & Moeller, E.
     http://cuny.edu/about/administration/offices/i           (2009). From High School to the Future: Making Hard
21

     Work Pay Off. Chicago, IL: University of Chicago
     Consortium on Chicago School Research.
Roderick, M., Coca, V., & Nagaoka, J. (2011). “Potholes
     on the Road to College: High School Effects of
     Shaping Urban Students’ Participation in College
     Application, Four-Year College Enrollment, and
     College Match.” Sociology of Education, 84(3),
     178-211.
Smith, J., Pender, M., & Howell, J. (2013). “The Full
     Extent of Student-College Academic
     Undermatch.” Economics of Education Review, 32,
     247-261.
Treschan, L. & Mehrotra, A. (2012). Unintended Impacts:
     Fewer Black and Latino Freshmen at CUNY Senior
     Colleges after the Recession. New York, NY:
     Community Service Society.
Wilkes, S., Brohawn, K., Mevs, P., & Lee. J. (2012). Data
     Collaboration in New York City: The Challenges of
     Linking High School and Post-Secondary Data.
     Providence, RI: Annenberg Institute for School
     Reform. Retrieved from
     http://annenberginstitute.org/sites/default/file
     s/CRIS_Brief2_0.pdf
285 Mercer Street, 3rd Floor | New York, New York 10003-9502
                                       212 992 7697 | 212 995 4910 fax
                                       research.alliance@nyu.edu | www.steinhardt.nyu.edu/research_alliance

The Research Alliance for

New York City Schools conducts

rigorous studies on topics that

matter to the city’s public schools.

We strive to advance equity and

excellence in education by

providing non-partisan evidence

about policies and practices that

promote students’ development

and academic success.
You can also read