 |
OHIO
BOARD OF
REGENTS
|
Resource Analysis Documents for
April 18, 1997 Meeting
Presentation of the Simulation Output Data
We ran 11 different simulations for each campus for which
we had data. Each simulation uses a different combination of allocation
strategies. A description of each of the simulations is included at the
end of this document, as well as a description of the 15 steps involved
in each simulation. All of the simulations allocate Instructional Salaries,
the rest of Schedule 5, and all of Schedule 4A except for POM. The data
used in all cases is for FY 1994. Data is from Kent State University, Cleveland
State University, and Cuyahoga Community College.
In all simulations, we calculated costs per Student FTE broken down
by Level. The reason for the breakdown by Level is because the effects
of the various allocation strategies we used was to move the costs from
Level to Level. The data presented below for each simulation compares the
simulation with the UIS data for the participating colleges and universities.
Basic Simulation
| Level |
UIS Cost |
CCR Cost |
SCR Cost |
| GS |
$4,058 |
$4,188 |
$4,698 |
| Tech |
$6,966 |
$7,200 |
$7,083 |
| Bac |
$6,420 |
$6,129 |
$6,812 |
| Master's |
$12,989 |
$12,310 |
$10,688 |
| Doc |
$15,212 |
$24,656 |
$13,057 |
| Prof |
$12,746 |
$12,229 |
$12,278 |
From this data we can see:
-
In the simulations, costs per FTE are generally higher than UIS costs at
the lower levels because the number of FTEs is lower due to attrition that
occurs in winter and spring terms. The number of FTEs per Level we had
in the simulation is given below prior to Simulation 2.
-
Allocating by Student Credit Hours (SCRs) drives the costs even more to
the lower levels.
-
Using Course Credit Hours (CCRs) causes the doctoral costs to increase
by over 50%; further inspection shows that this is due to Individual Studies
course sections, probably dissertation writing.
| Level |
UIS FTE |
Sim FTE
All Terms |
Sim FTE
Summer Fall |
| GS |
23,236 |
21,032 |
23,099 |
| Tech |
3,589 |
3,510 |
3,653 |
| Bac |
15,691 |
15,671 |
15,631 |
| Master's |
3,576 |
3,626 |
3,748 |
| Doc |
1,347 |
1,301 |
1,327 |
| Prof |
812 |
795 |
812 |
| Total |
48,251 |
45,935 |
48,271 |
Simulation 2 (summer and fall enrollments only)
| Level |
UIS Cost |
CCR Cost |
SCR Cost |
| GS |
$4,058 |
$3,959 |
$4,359 |
| Tech |
$6,966 |
$6,816 |
$6,718 |
| Bac |
$6,420 |
$5,922 |
$6,561 |
| Master's |
$12,989 |
$11,782 |
$10,555 |
| Doc |
$15,212 |
$24,538 |
$13,768 |
| Prof |
$12,746 |
$12,675 |
$12,715 |
This data provides better comparison to UIS because it involves approximately
the same student FTE. Remember, in all simulations we use full year costs.
Clearly, we must pay special attention to Individual Studies if we allocate
by CCRs.
Simulation 3 (allocate the remainder of Schedule 5 by credit
hour instead of salary)
| Level |
UIS Cost |
CCR Cost |
SCR Cost |
| GS |
$4,058 |
$4,169 |
$5,047 |
| Tech |
$6,966 |
$7,196 |
$7,071 |
| Bac |
$6,420 |
$6,022 |
$6,833 |
| Master's |
$12,989 |
$12,094 |
$9,501 |
| Doc |
$15,212 |
$26,884 |
$10,474 |
| Prof |
$12,746 |
$12,229 |
$12,278 |
The data from Simulation 3 is mostly unremarkable. When allocating by SCRs,
using credit hours instead of salary exacerbates the movement of the costs
to the lower levels. Allocating departmental overhead by CCRs doesn't make
much sense intuitively.
Simulation 4 (allocate salaries of instructors who teach Individual
Studies by number of courses)
| Level |
UIS Cost |
CCR Cost |
| GS |
$4,058 |
$4,206 |
| Tech |
$6,966 |
$7,198 |
| Bac |
$6,420 |
$6,218 |
| Master's |
$12,989 |
$13,247 |
| Doc |
$15,212 |
$20,687 |
| Prof |
$12,746 |
$12,253 |
This was our first attempt to give special attention to Individual Studies
course sections. This simulation was done for CCRs only, since Individual
Studies are naturally of little significance when allocating by SCRs. The
effect of this change is to significantly lower the cost of doctoral instruction.
However, so many instructors teach some Individual Studies that allocating
by number of courses practically becomes the predominant means of allocation,
rather than CCRs.
Simulation 5 (ignore Individual Studies in allocating instructor's
salary by CCR)
| Level |
UIS Cost |
CCR Cost |
| GS |
$4,058 |
$4,338 |
| Tech |
$6,966 |
$7,195 |
| Bac |
$6,420 |
$6,647 |
| Master's |
$12,989 |
$12,300 |
| Doc |
$15,212 |
$15,596 |
| Prof |
$12,746 |
$12,240 |
This is another, somewhat desperate, attempt to find some reasonable way
to deal with Individual Studies course sections when allocating by CCRs.
The only rationale is that several colleges and universities use this technique
in their faculty work load studies. The effect is to bring the doctoral
costs very close to what they are in UIS. It is interesting to note that
in the UIS Faculty Service Report, Credit Hours of Courses Assigned field,
Individual Studies are not included in credit hours.
Simulation 6 (allocate instructor's salary within the department
paying the instructor)
| Basic Simulation |
Simulation 6 |
| Level |
CCR Cost |
SCR Cost |
CCR Cost |
SCR Cost |
| GS |
$4,188 |
$4,698 |
$4,192 |
$4,684 |
| Tech |
$7,200 |
$7,083 |
$7,188 |
$7,096 |
| Bac |
$6,129 |
$6,812 |
$6,110 |
$6,797 |
| Master's |
$12,310 |
$10,688 |
$12,182 |
$10,541 |
| Doc |
$24,656 |
$13,057 |
$24,278 |
$12,920 |
| Prof |
$12,229 |
$12,278 |
$12,222 |
$12,222 |
This strategy had very little impact on the allocation of costs. Compare
it to the Basic Simulation. However, our understanding is that statewide
there are many cases of instructors teaching in a different department
than pays them, and the cost to the campuses to prorate the salaries to
all departments in which the instructor teaches is significant. This is
a fairly important point because not prorating the salary to the proper
department is what necessitates our allocating instructor's salary directly
to the courses taught and requires the explicit link between the instructor's
salary and the funding department. It is also why we must restrict the
instructor's salary to the amounts that are included in the department's
expense report, i.e., to the Instruction and General (I&G) costs.
Simulation 7 (summer and fall enrollments only with Individual
Studies allocated as in Simulation 4)
| Level |
UIS Cost |
CCR Cost |
| GS |
$4,058 |
$3,982 |
| Tech |
$6,966 |
$6,813 |
| Bac |
$6,420 |
$6,008 |
| Master's |
$12,989 |
$12,632 |
| Doc |
$15,212 |
$20,736 |
| Prof |
$12,746 |
$12,706 |
This is the special treatment for Individual Studies with data comparable
to UIS.
Simulation 8 (Not applicable)
Simulation 9 (summer and fall enrollments only with Individual
Studies allocated as in Simulation 4, and Schedule 5 overhead allocated
by SCR)
| Level |
UIS Cost |
Simulation 9 |
| GS |
$4,058 |
$4,537 |
| Tech |
$6,966 |
$6,773 |
| Bac |
$6,420 |
$6,361 |
| Master's |
$12,989 |
$10,222 |
| Doc |
$15,212 |
$13,745 |
| Prof |
$12,746 |
$12,706 |
You can see that using SCRs for departmental overhead has a significant
effect in driving the costs to the lower levels.
Simulation 10 (same as simulation 9 except weight the graduate
CCRs by 2 in allocating the instructor's salary)
| Level |
UIS Cost |
Simulation 10 |
| GS |
$4,058 |
$4,499 |
| Tech |
$6,966 |
$6,775 |
| Bac |
$6,420 |
$6,261 |
| Master's |
$12,989 |
$10,747 |
| Doc |
$15,212 |
$14,125 |
| Prof |
$12,746 |
$12,706 |
We were looking for a way to get the costs more in line with UIS and to
give some weight to the assumed extra effort required for graduate instruction.
The weighting had little effect.
Simulation 11 (use ranges of SCRs, and average with CCRs, also,
use SCRs for the Schedule 5 overhead)
| Level |
UIS Cost |
CCR Cost |
SCR Range Cost |
Average Cost |
| GS |
$4,058 |
$4,499 |
$4,574 |
$4,536 |
| Tech |
$6,966 |
$6,755 |
$6,733 |
$6,744 |
| Bac |
$6,420 |
$6,300 |
$6,424 |
$6,362 |
| Master's |
$12,989 |
$10,041 |
$10,044 |
$10,043 |
| Doc |
$15,212 |
$15,654 |
$12,926 |
$14,290 |
| Prof |
$12,746 |
$12,675 |
$12,716 |
$12,696 |
Notice that for the ranged SCRs, costs are even higher at the lower levels
than the SCR version of Simulation 2. This is the effect of using SCRs
for the Schedule 5 overhead. All else being equal, ranges of SCRs will
moderate the effect of SCRs. CCRs in this simulation does not drive the
doctoral costs so high because of the counter effect of using SCRs for
the departmental overhead. The ranges of SCRs we used were: Range 1, 0
- 10 SCRs; Range 2, 11 - 50; Range 3, 51 - 200; Range 4, 201 - 400; Range
5, 401 - 9999.
Simulation 12 (same as Simulation 11 except use salaries for
Schedule 5 overhead for the CCR Simulation and special treatment for Individual
Studies)
| Level |
UIS Cost |
CCR Cost |
SCR Range Cost |
Average Cost |
| GS |
$4,058 |
$3,982 |
$4,574 |
$4,278 |
| Tech |
$6,966 |
$6,792 |
$6,733 |
$6,762 |
| Bac |
$6,420 |
$6,008 |
$6,424 |
$6,216 |
| Master's |
$12,989 |
$12,632 |
$10,044 |
$11,338 |
| Doc |
$15,212 |
$20,736 |
$12,926 |
$16,831 |
| Prof |
$12,746 |
$12,706 |
$12,716 |
$12,711 |
This simulation seems to achieve many good things. Costs are fairly comparable
to UIS and all constituencies seem to have some recognition. The down side
is that it involves many strategies and is, therefore, not simple.
Descriptions of the Simulations
-
Basic Simulation: The compensation of the instructors is allocated to the
Subject and Level of course sections that they teach based on the Course
Credit Hours and Student Credit Hours in the section. This credit is adjusted
in cases of less than full responsibility for the course section. The entire
campus level yearly compensation is allocated to all courses taught in
the year, independent of department and term. Instructors who teach any
course section for zero credit hours have their compensation allocated
based on the number of courses taught without regard to credit hours. The
remainder of Schedule 5 expenses, after the Instructional Compensation
is subtracted, is allocated among all courses offered by the department
based on the allocation of the Instructional Compensation to these same
courses. Schedule 4A expenses, except for POM, are allocated based on all
term enrollments.
-
Using summer and fall data only: The basic simulation is modified to use
only summer and fall courses taught data and enrollment data. The purpose
of this is to narrow the focus of the simulation to the impact of using
courses taught data rather than hours worked.
-
Allocating Schedule 5 by credit hours instead of by Instructional Compensation:
The basic simulation is changed in regard to allocating the remainder of
Schedule 5 after Instructional Compensation is subtracted. The change is
to use the credit hours directly as the allocators rather than the Instructional
Compensation associated with these credit hours.
-
Counting Individual Studies as zero Course Credit Hours: The Course Credit
Hours version of the basic simulation is modified to treat Individual Studies
sections the same as zero credit hour courses. This means that any instructor
who teaches an Independent Studies section or one for zero credit hours
has his or her Compensation allocated by the number of sections taught.
-
Not using Individual Studies in allocating by Course Credit Hours: The
Course Credit Hours version of the basic simulation is modified to ignore
Individual Studies sections in the allocation of the instructor's Compensation.
If the instructor teaches only Individual Studies, her or his Compensation
is distributed with the remainder of Schedule 5.
-
Allocating Instructional Compensation within the Department: The basic
simulation is changed to allocate each instructor's compensation to the
courses taught within the department paying the compensation.
Combinations of Allocation Strategies
-
Campus Level Allocation (i.e., not the one used in Simulation 6), Course
Credit Hours (rather than Student Credit Hours) for allocating Instructor's
Compensation, allocate the remainder of Schedule 5 based on compensation
rather than Credit Hours, Summer/Fall only data (just for the simulation,
not for production), Individual Studies as Zero Credit Hours (i.e., as
in Simulation 4).
-
Special simulation to test the impact of ignoring the distribution of effort
data in cases where we have more than one instructor assigned to a course
section and distributing the load equally. The results showed that we do
not need distribution data.
-
Campus Level Allocation (i.e., not the one used in Simulation 6), Course
Credit Hours (rather than Student Credit Hours) for allocating Instructor's
Compensation, allocate the remainder of Schedule 5 based on Student Credit
Hours, Summer/Fall only data (just for the simulation, not for production),
Individual Studies as Zero Credit Hours (i.e., as in Simulation 4).
-
Same as Simulation 9 except for Instructor's Compensation, for which we
weight Graduate Level Course Credit by a factor of 2.
-
Three simulations, one based on CCRs, one based on ranges of SCRs, and
the average of these two. Instructors who teach any course section for
zero credit hours have their compensation allocated based on the number
of courses taught without regard to credit hours in the CCR allocation,
however, in SCR ranges, the zero credit hour case falls in with the lowest
range. Both the CCR and SCR Range simulation use straight SCRs to allocate
the remainder of Schedule 5.
-
The same as Simulation 11 except for the CCR simulation, salary is used
to allocate the Schedule 5 overhead instead of SCRs, and instructors who
teach any course Individual Studies section have their compensation allocated
based on the number of courses taught without regard to credit hours.
Processing Steps In Resource Analysis Simulations
-
Build Course Sections table, Faculty Compensation table, Schedule 5, and
Schedule 4A with the input data from the institutions.
Allocate Instructor's Compensation to the courses that they teach.
-
Build table of Instructors who teach with credit hour load by summarizing
the sections table. Note, this table has in it only the instructors who
actually teach.
-
Add compensation column to the table from Step 2 by joining it to Instructor's
Comp table, and summarize compensation at the campus, instructor level.
-
Add the CCR and SCR compensation to the Sections table. Use courses taught
if the instructor teaches any zero credit courses.
Subtract Instructional Compensation from Schedule 5.
-
Flag each row in the compensation table to indicate which instructors actually
teach any of the course sections in the sections table.
-
Summarize the compensation of instructors who actually teach any course
sections by department from the Faculty Compensation table and add these
as a new column to Schedule 5.
Allocate the remainder of Schedule 5 to Subject Code and Level.
-
Build tables containing the CCR and SCR compensation from Step 4, summarized
by Department and by Department, Subject, and Level. These are the distribution
numerators and denominator for the remainder of Schedule 5 costs.
-
Allocate Schedule 5 (minus Instructional Compensation) to Department, Subject,
and Level, by multiplying the Schedule 5 Cost by the ratio of the Instructional
Compensation for the Department, Subject and Level, to the Instructional
Compensation for the whole Department.
-
Summarize the Schedule 5 costs to Subject and Level independent of Department.
Allocate Schedule 4a (except POM) to Subject Code and Level.
-
Summarize enrollments from the Sections table by Subject and Level for
allocating Schedule 4A.
-
Summarize enrollments from the Sections table by campus for allocating
Schedule 4A.
-
Allocate Schedule 4A expenses by multiplying the Schedule 4A expense by
the ratio of enrollments in the Subject and Level to those on the campus.
Use weighted enrollments for Library costs.
Compare Simulation to UIS.
-
Summarize the UIS RA input data by Level.
-
Summarize the Simulation data by Level.
-
Compare UIS to Simulation by Level.
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