Sikoola CPL · Graduate learning outcomes
CPL, the graduate learning outcomes, are the abilities a study program promises every graduate. Under Permendiktisaintek No. 39 of 2025, students graduate only once those outcomes are met. Sikoola CPL calculates attainment automatically from the grades lecturers already enter, for every student, course, and program.
A graduation without CPL figures is hard to defend in front of an assessor.
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Sikoola CPLGraduate learning outcomes
Scroll, and watch scores come in, the columns rise, and a glass ring mark the target of 70. Columns topped in orange have not reached it.
An illustration with sample data.What the regulation asks
Three articles of Permendiktisaintek 39/2025 mean CPL measurement can no longer wait until just before the site visit.
Diploma and bachelor's students graduate after completing the full study load and meeting the graduate learning outcomes.
In practice, every diploma you issue needs proof that its CPL were met.
Permendiktisaintek No. 39 of 2025, Article 30(1)Summative assessment is the basis for passing courses and programs, “with reference to the fulfilment of graduate learning outcomes.”
In practice, assignment and final exam grades must be traceable to the CPL they measure.
Permendiktisaintek No. 39 of 2025, Article 27(3)“Results of summative assessment are reported by the institution to PD Dikti.”
In practice, your assessment data is read from outside the campus. Whether it is tidy or not will show.
Permendiktisaintek No. 39 of 2025, Article 28(7)Sources: Permendiktisaintek No. 39 of 2025 on Higher Education Quality Assurance, JDIH peraturan.go.id. Text outside quotation marks is our summary.
If it waits
Many programs plan to calculate CPL later, once teaching eases off. It rarely does.
Lecturers have entered the scores, but nobody has linked them to CPL. The cohort graduating this semester has no attainment figures.
Two semesters of data have to be worked back from the score sheets, and usually only one person in the program knows how.
The assessor asks what share of graduates reached their CPL. “We are still calculating” cannot be scored.
Try it now
One student, one course, two CPL. Now picture this running on its own for a whole cohort.
Educational Statistics · 3 credits
CPMK-1 → CPL-02 Knowledge · quiz 40%, final exam 60%
CPMK-2 → CPL-05 Specific skills · project 50%, final exam 50%
Illustration with a target of 70. Sample numbers, not data from any campus.
Quick guide
This is the method most OBE programs use. The principle is simple. The exhausting part is doing it for hundreds of students every semester.
Decide which courses build each CPL, then break them into course learning outcomes (CPMK). Each CPMK is measured by specific assessments, such as a quiz, a project, or the final exam.
Set how much each assessment contributes to its CPMK. For example, CPMK-1 is 40% quiz and 60% final exam.
Multiply each assessment score by its weight and add them up. A quiz of 80 and a final exam of 70 give CPMK-1 = 0.4 × 80 + 0.6 × 70 = 74.
CPL attainment is the weighted average of all CPMK that feed that CPL, across all courses. Compare the result with the threshold the program sets, for example 70. At program level, report the share of students who reach it.
In Sikoola CPL, steps 3 and 4 run on their own. The program sets the map and weights once, lecturers enter grades as usual, and attainment appears for every student right away.
What's inside
For the people
They enter grades as usual. No extra Excel sheets at the end of the semester, so their evenings go back to family, teaching, and research.
They know which CPL are weak before the semester ends, and improve the curriculum with data, not guesswork.
When an assessor asks what share of graduates reached their CPL, the answer is one click away, with the full calculation trail.
Getting started
All it takes is one message. We prepare the rest.
Enter your institution and your role, and the WhatsApp message opens by itself. Any simulation you ran on this page is attached.
We map your curriculum, your CPL statements and how lecturers grade, including the academic system you use.
It lists the apps you need, the order of implementation, the schedule, and a choice of subscription or a one-time licence.
The apps are installed on your campus servers, your users are trained, and our team supports you for a full year.
One ecosystem
Grades flow in from other apps without retyping, and all data stays on your own campus server. Sikoola has served 10 universities since 2021.
CPL (capaian pembelajaran lulusan, graduate learning outcomes) are the attitudes, knowledge, and skills every graduate of a study program must have. In Permendiktisaintek No. 39 of 2025, the graduate competency standard is written as CPL and then broken down into course learning outcomes (CPMK) in each course.
Map CPL to courses and CPMK, weight each assessment, then compute each student's CPMK as the sum of assessment scores times their weights. CPL attainment is the weighted average of the CPMK that feed it, compared with the program's target. Sikoola CPL does this automatically for every student.
CPL apply to the graduates of a study program, while CPMK apply to a single course. One CPL is usually built from several CPMK across several courses, so CPL attainment is calculated from those CPMK.
The regulation sets no single number for every campus. Each program sets its own threshold, and many use 70 or the equivalent of a B. In Sikoola CPL, the curriculum target set by the program is shown next to actual attainment.
Hardly. Lecturers enter grades per class according to the assessments the program has set, and the rest is calculated automatically. Training for administrators, lecturers, and quality staff is included in the implementation.
Yes. Measurable evidence of attainment and course portfolios in English are the two early requirements that most often hold programs back from international accreditation. Sikoola CPL provides both.
For one or two classes, yes. Problems start with hundreds of students, dozens of courses and several semesters: formulas shift, files change hands, and nobody can tell who changed what. Assessors also need to trace from a CPL back to the score sheet. Sikoola CPL calculates it automatically from the scores lecturers enter and keeps the trail of every calculation.
Your graduates have worked hard. Let the numbers prove it.
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