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Office of Diversity and
Equity > Policies, Committees and Reports
> A Blueprint for Action > Statistical Analyses
Appendix A - Statistical Analyses
Campus Diversity Plan: A Blueprint for Action
This appendix
- provides technical definitions of quantitative measures cited in
plan goals for undergraduates, graduate-level students, faculty, and
staff
- presents listings of historical time series for each measure (Display
1), and plots of each time series (Display
2)
- describes more detailed measures to be monitored and reported annually.
For example, for the basic measure bachelors degrees granted to residents
of color (Goal 2A), the more detailed measures include degrees to residents
and non-residents by racial/ethnic group and by gender, overall and
within college and discipline
- provides benchmarks to be used in evaluating progress toward plan
goals. These benchmarks may involve comparisons that are strictly internal
(e.g., change over time at CU-Boulder), external (e.g., national or
peer-institution trends), or a combination.
The campus will continue to refine and augment both measures and benchmarks.
Sections of this appendix:
Student measures
Bachelors degrees granted to residents of color
(see Goal 2A)
Definition: The number of residents of color receiving bachelors degrees
in the fiscal year (summer, fall, and spring combined)
- Placing this measure first acknowledges that the ultimate purpose
of enrollment, and of University activities for students, is the degree
- This goal focuses on residents to acknowledge the University's special
obligation to Coloradans. However, non-resident students of color also
enrich the diversity of the campus, and their numbers will be monitored
as well.
- The number of degrees increased steadily between reporting years 1990
and 1998. However, it will likely fall before increasing again due to
low numbers of entering undergraduates of color in 1996 through 1998.
Monitor the basic measure plus
- Degrees to residents and non-residents by racial/ethnic group and
by gender, overall and within college and discipline
- The relationship of current outcomes to CU-Boulder historical trends,
to national or peer-institution trends, and to outcomes for whites
- Subsidiary measures 2A.1-2A.3. Increasing degrees will require increases
in new students and in graduation rates. The challenge lies not just
in increasing one or the other, but in increasing both together.
New students (see goal 2A.1): New degree-seeking
resident freshmen and transfers (combined) of color, entering in a calendar
year (spring, summer, and fall combined). Monitor the basic measure plus
- Numbers of applications and acceptances, admit rates, and yield rates,
by residency, by racial/ethnic group and by gender, overall and within
college
- The relationship of outcomes to CU-Boulder historical trends, to outcomes
for whites, and to national or peer-institution trends where available
- Applications as a percentage of Colorado high school graduates
- Numbers of new students as a percentage of Colorado
high school graduates (2A.1a; this measure is often called "share").
Numbers of high school graduates of color are expected to increase by
over 20% between 1998 and 2003. We will monitor share over time for
resident freshmen, transfers, and combined new undergraduates. We will
also monitor CU-Boulder's share of subgroups of high school graduates,
such as ACT/SAT test takers, or test-takers with specified score minimums.
- The academic preparation levels of applicants and entering students
- Counts and rates separately for freshmen vs. transfers, as well as
combined.
The one-year retention rate (see goal 2A.2)
is a more immediate proxy for graduation rate. It is the percentage of
full-time fall resident freshmen of color enrolled in regular resident
instruction (not continuing education alone) the fall after entry. Monitor
the basic measure for residents and non-residents plus
- Cumulative GPA and academic status (clear, on probation, suspended)
at the end of the first year
- Rates by racial/ethnic group and by gender, and by level of academic
preparation, overall and within college
- Comparisons of current rates to CU-Boulder historical trends, to national
or peer-institution trends, and to rates for whites
- Actual rates vs. rates predicted on the basis of entering students'
academic preparation and other factors known to relate to retention
rates
Graduation rate (see goal 2A.3): The percentage
of full-time fall resident freshmen of color who have graduated from CU-Boulder
by end of 6th summer after entry. This is a standard national measure
of graduation rates. Monitor the basic measure for residents and non-residents
plus
- Four and five-year rates, and combined graduation-continuation rates
- Rates by racial/ethnic group and by gender, and by level of academic
preparation, overall and within college
- Comparisons of current rates to CU-Boulder historical trends, to national
or peer-institution trends, and to rates for whites
- Rates for transfers, freshmen entering in terms other than fall, and
part-time students
- Rates for students in particular programs, such as the Academic Access
Institute and the women in engineering program
- Actual rates vs. rates predicted on the basis of entering students'
academic preparation (measured by high school GPA and test scores) and
other factors known to relate to graduation rates, such as college entered
and financial need
Additional notes
- The 4-6 year time lag between entry and degrees means that several
major determinants of the number of degrees through 2003 have already
occurred.
- To be easy and verifiable, 'resident' means resident at graduation,
not at entry. However, note that about 20% of resident degree recipients
typically entered as non-residents who later established residency.
- Graduation and retention rates are by convention based on full-time
fall freshmen only; transfers, part-time, and summer/spring freshmen
are excluded from calculations. The excluded students represent about
40% of degree recipients each year.
- The one-year retention rate is a rough proxy only, with considerable
variability which does not necessarily map to graduation rates.
Graduate-level degrees to students of color (see
goal 2B)
Definition: The number of masters, law, and doctoral degrees awarded
to students of color in the fiscal year (summer, fall, and spring combined)
- This measure has a national focus because we draw graduate-level students
from a national pool. In addition, almost all graduate-level students
entering as non-residents establish residency before graduation, so
many residents receiving degrees entered as non-residents.
Monitor the basic measure plus
- Degrees by racial/ethnic group and by gender, overall and within college
and discipline, and by level (masters, law, doctoral)
- Comparisons of current outcomes to CU-Boulder historical trends, to
national or peer-institution trends, and to outcomes for whites
- A subsidiary measure, below, on new students
New students (see goal 2B.1): New degree-seeking
masters, law, and doctoral students (combined) of color, entering in a
calendar year (spring, summer, and fall combined). Monitor the basic measure
plus
- Numbers of applications, admit rates, and yield rates, by racial/ethnic
group and by gender, overall and within college or program, vs. historical
trends, vs. whites, and vs. national or peer-institution trends if available.
Caution: Data on applications and admits are not currently available
for all campus programs.
We have not defined a graduation rate measure or goal for graduate-level
students measure due to several issues:
- No CU-Boulder, state, or federal standard definitions are available
- Masters, law, and doctoral students have different intentions and
take different amounts of time, so a combined rate is not appropriate
- For doctoral students entering fall 1988 and 1989, and for masters
students entering falls 1988 through 1993, graduation rates for students
of color are already at or above rates for whites. Rates for law and
MBA students of color are only slightly under those for whites. Rates
for students of color (preliminary calculations): Masters, 75%, law
84%, MBA 74%, doctoral 56%
Issues with graduate student measures
- Except for doctoral students, time lags between entry and degrees
are shorter than for undergraduates, but still in the 2-3 year range.
- We need to develop standard measures of graduation rates
Faculty, staff, and administrator measures
Measures
- Number of tenured and tenure-track faculty of
color (see goal 3A)
- Number of tenured and tenure-track female faculty
(3B)
- Number of administrators of color (3C); defined
as officers and professional-exempt staff
- Number of classified staff of color (3D) in
all job titles combined, excluding non-managerial, non-supervisory positions
in the custodian and food service worker series. These are excluded
because at present a majority of employees in the custodial and food
service classes are people of color.
All measures
- Count individuals with 50% or greater, non-terminated, Boulder campus
appointments as of October 1, from payroll records
- Increased steadily between 1989 and 1998, with slower rates of growth
in recent years
Monitor the basic measures plus
- Counts by racial/ethnic group and by gender, overall and within college
and discipline
- Relationships of current outcomes to CU-Boulder historical trends,
to national or peer-institution trends if available (for faculty and
administrators), to state or Denver-area demographics (for staff), and
to figures for whites
- New hires, promotions, retirements, and other voluntary and involuntary
departures, plus reasons for leaving if possible
- Salaries, especially of new hires
Issues
- No standard definitions or official counting dates are available
- The move to the Peoplesoft human resources system in late 1999 may
complicate over-time comparisons
Change in racial/ethnic codes
New federal rules on racial/ethnic reporting, effective with the 2000
census, will require a reassessment of measures focusing on people of
color. Starting in 2001 or earlier, information on faculty, staff, administrators,
and students will be collected using the new rules.
Reporting year
The historical time series shown in Display
1 are organized by "reporting year." Data for a given reporting year
will be available in November of each year. Examples for reporting year
1998:
- Number of degrees the prior fiscal year -- awarded in summer and fall
1997 and spring 1998 (the standard reporting period for degrees)
- Number of students entering in the calendar year -- in spring, summer,
and fall 1998
- The six year graduation rate of freshmen entering six years prior
-- the percentage of fall 1992 freshmen who had graduated by the end
of summer 1998 (the sixth summer)
- The one year retention rate of freshmen entering the prior year --
the percentage of fall 1997 freshmen enrolled in fall 1998 (at census)
- Faculty, staff, and administrators as of October 1 1998 (available
early November)
The bottom portion of Display
1 shows student measures aligned by entry year rather than by reporting
year. The data are the same as in the upper portion.
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