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Continual Quality Improvement (CQI)

“Simply put, it is the concept that there is always
room for improvement. Within a company, it is the
commitment to constantly improve operations,
processes and activities in order to meet customer
requirements in an efficient, consistent and cost
effective manner”
                Industry Canada website at www.ic.gc.ca

    How do we apply CQI within our learning environment?
BIDANG 9: PENAMBAHBAIKAN KUALITI
                      BERTERUSAN

Mempunyai      3     standard     wajib    dan   2   standard
dipertingkatkan


Perlu untuk penambahbaikan berterusan dan secara sistematik
menyemak dan memantau perubahan dan kemajuan untuk
memastikan:

hasilpembelajaran program dipenuhi
kurikulum terkini dan relevan kepada industri
penyampaian program berkesan
kaedah penilaian bersesuaian
sumber pendidkan mencukupi dan terkini
                                                                2
Principles of CQI
1.Focus on improving work processes and serving the external
customer.
2. Maximize "value-added work" and strive to eliminate "waste".
3. Base decisions upon data using simple graphing tools
(flowcharts, Pareto charts, etc.).
4. Improve work processes by consulting workers - "the job
experts".
5. Fix the process; don't place blame.
6. Be accountable at all levels - recognition for doing well or
counseled if needed.
7. Practice teamwork.
PDCA’ circle showing the overall OBE implementation strategy
Importance of CQI
CQI provides suitable actions in improving the quality of CLOs, PLOs, and PAIs
   according to targeted KPI.
Provide critical information to the institutions and administrators on the
   effectiveness of the design, delivery, assessment and direction of an
   educational programmes.
Improvement based on feedback from the assessment will close the system
   loops and the process will continue year after year.
Attainment of all outcomes (PAI, PLO and CLO) must be measured and utilised
   as a gauge for its effectiveness.
Following the checking stage, the results are analyzed. Any shortcomings on the
   level of attainment for the outcomes can be addressed and further
   improvements can be revised in the ‘re-Planning’ stage.
The P-D-C-A (Plan-Do-Check-Act) cycle then continues until a sufficient level of
   attainment is met for all outcomes. The overall P-D-C-A activities can be
   summarized in the context of the CLO and PLO attainment,.
The three main stages in the
                            Teaching and Learning processes

                                                                  Bloom’s
  What TL activities do I                         Program        Taxonomy    I nstructor’s
  adopt to achieve the                            Outcomes                       goals
     intended LO?                                                                                              What do I want my
                                                                                                1              students to be able
Implementation              3 domains of educational
                                goals (cognitive,               Lear ning
                                                                     n ing                   Planning          to do as a result of
     stage                      psychomotor and                 Out com es                     stage              my teaching?
                                   affective)
          2
                I nstructional                                                                           Classroom
                  technology                                                                            Assessment
                                                                St udent s
                                                                   uden t                                technique
     Lectures                     Labs



                 I nst r uct ion                                                                     Assessm ent
                                                   Can my students
                                                    do what I want     3
                                                  them to be able to
    Active &
   Cooperative
                                  Problem-
                                   based
                                                         do?           Assessment stage             Test                    Surveys
    learning                      learning
                    Other                                                                                   Other
                  techniques                           Felder & Brent, JEE, Jan., 2003                     measures
                                                                                                                            1
                                                                                                                             5/21/2008


                                                                                                           6
CQI
What are you currently doing?
What works well?
What does not work well?
What are you planning for the future?




                                   7
D           DATA DATA DATA
   at
        a
                   Data         D at a
            A AT
             D




                          da
                    TA
                   DA



                           ta
If you are not going to use data
     DO NOT COLLECT IT
 Only collect what you will use
  BUT YOU WILL NEED
     DATA for CQI
And the Data is…
Process Measurement:
    Usually based on staff activities


Outcome Measurement:
  Usually based on students activities


Choose the measurement that
    will tell you if your
  improvement process is
          working
Outcome-Based Education - Evaluation
                                (Closing the Loops)
                                         Assessment

                                                       Assessment

                                                                 Assessment
               Alumni




                                                                              Analysis

                                                                                         Analysis


                                                                                                    Analysis
                                                                              Analysis

                                                                                         Analysis


                                                                                                    Analysis
    Missions
    Visions                 Program    Program           Course
                              Aims    Outcomes          Outcomes
Stakeholders


Advisory committee                                                     CQI

                                                           CQI

                                                 CQI
Course Learning Outcomes (CLO)



Assessments
• Test, Quizzes, Final Exam
(C)                                  Examples
• Lab/field work Reports (C,         •    x % - Grade C and above (C)
A),
                                     • 100 % - Submit assignment on
•   Lab/field work (P,C, A),         time (SS)
•   Presentations (P, A),            •    x % - Quality of presentation (SS)
•   Assignments (C, A)               • x % - achievement in every SS
• Project, PBL, POPBL                domain
(P,C, A)
                                         CQI
KPI for CLO
                                             COURSE LEARNING OUTCOME - KEY PERFORMANCE INDICATOR (KPI)

PROGRAMME:           DIPLOMA IN ELECTRICAL ENGINEERING
COURSE NAME:         ELECTRICAL TECHNOLOGY



                    COURSE LEARNING OUTCOME (CLO)
                                                                                   DELIVERY METHOD       ASSESSMENT METHOD          KEY PERFORMANCE INDICATOR (KPI)               TARGET (%)




        Explain correctly the units associated with basic electrical quantities,
CLO 1 concepts of electric circuit, cells as the unit source of DC energy and      Lecture/ Discussion        Quiz, Test
        the general features of batteries.
                                                                                                                                  Students are able to apply and describe the
                                                                                                                                                                                      90
                                                                                                                                  topic given. % achieving grade C and above
        Demonstrate an understanding of DC network analysis techniques on
CLO 2 resistive networks.                                                                 PBL                 Quiz, Test



                                                                                                                                     Assignment are clear, correct and well
        Describe the fundamentals of capacitive and inductive in DC network                                                                                                           85
CLO 3 correctly                                                                          SF/CC             Test, Final Exam              presented. Assignment >65%.
                                                                                                                                                                                     100
                                                                                                                                            % submit assignment.



        Explain properly the principles of the magnetic circuit,                                         Essay Question/Final     Report are clear, correct and well presented.
CLO 4 electromagnetism and electromagnetic induction.                                 Project Work
                                                                                                                Exam                              Report >65 %
                                                                                                                                                                                      90




        Conduct confidently experiments in a team and produce report within a        Lab/Workshop           Practical Work,       Report are clear, correct and well presented.
CLO 5 stipulated time frame.                                                         Demonstration       Practical Test, Rubric   Report >65 %. Students work cooperatively .
                                                                                                                                                                                      90



                                                                                                               >60 % - Attainment in Generic Skills                                  100

                                                                                                            >50% - Attainment for CLO's & PLO's                                      100
                                                                                                             100% student achieve 80% - attendance                                   100
                                                                                            <30% difference between continous assessment (CE) and final exam (FE)                     90
Programme Learning Outcomes (PLO)



Assessments
• Exit Survey
                                       Examples
• External Examiner
                                       •   x % - Employed
Reports
                                       • Quality of FER by External
• Soft Skill Survey
                                       Examiner
• OBE Survey
                                       •   x – SS Status
• Fundamental of
                                       •   x – OBE Status
Engineering Exam
                                       •   x % - Knowledge Analysis

                           CQI
                                                    Outcame Based Education
KPI for PLO
                                                     PROGRAMME LEARNING OUTCOME (PLO) ANALYSIS
PROGRAMME: DIPLOMA IN ELECTRICAL ENGINEERING
At the end of the programme, graduates should be able to:

 No.                 PROGRAMME LEARNING OUTCOMES (PLO)                                 KEY PERFORMANCE INDICATOR (KPI)            Target
                                                                                                                                               ASSESSMENT METHOD/TOOL

       Apply knowledge of mathematics, science and engineering                       Percentage of students obtained 3.3 CPA in            Direct Assessment (Quiz, Test,Project,
  1    fundamentals to well defined electrical and electronic engineering            Common Core Subject and Disipline Core       50%      etc) & Indirect Assessment (Report from
       procedures and practices;                                                     Subject                                               Industrial Advisor, etc)


       Demonstrate practical skills which includes the ability to troubleshoot,
  2    repair and do maintenance work for electrical and electronics equipment
       with specialization in the area of control;


       Demonstrate awareness and consideration for societal, health,
  3    safety, legal and cultural issues and the consequent responsibilities,
       taking into account the need for sustainable development;


       Communicate effectively with the engineering community and the society at
  4
       large;


       Function individually or in teams, effectively, with a capability to be a
  5
       leader;

       Demonstrate an understanding of professional ethics,
  6    responsibilities and norms of electrical and electronic engineering
       practices;


       Apply creative and critical thinking in solving problem related to assigned
  7
       tasks;



  8    Recognise the need for entrepreneurship;



       Recognise the need for professional development and engage in
  9
       independent acquisition of new knowledge and skill.
Program Educational Objectives(PEO)



                                       Examples:
Assessment:
                                       •   x % - Ir/Ar/Sr.
•   Tracers Study
                                       •   x - Papers ?
• Discussion with
stakeholders                           •   x - Journals ?

•   Reports, media                     •   x % - Contractors

•   Alumni Survey                      •   x % - Consultants

•   Employer survey                    •   x % - Project Manager


                      CQI
                                             Outcame Based Education
KPI for PAI
                                                                  PROGRAMME AIMS (PAI) ANALYSIS
PROGRAMME: DIPLOMA IN ELECTRICAL ENGINEERING

The Department of Electrical Engineering shall produce graduates who are able to:


 No                            PROGRAMME AIMS (PAI)                                 KEY PERFORMANCE INDICATOR (KPI)                  Target       ASSESSMENT METHOD/TOOL


                                                                                                                                              Tracer Study, Discussion with
       Have knowledge, skills and attitude that will allow them to make tangible
  1                                                                                 Percentage of graduates promoted                  15%     stakeholders, Reports, Media, Alumni
       contributions and meet new technical challenges.
                                                                                                                                              Survey, Employer Survey




       Possess entrepreneurial skills and practice good work ethics and be able to Percentage of the graduates involved in own
  2                                                                                                                                   15%
       promote good morality and behavior.                                         business




                                                                                    Percentage of the graduates further their
                                                                                    studies                                           30%
  3    Continuously enhance their knowledge and skills.
                                                                                    Percentage of the graduates working in foreign    20%
                                                                                    countries




                                                                                    Percentage of graduates comply to societal
  4    Communicate and interact responsibly.                                                                                         100%
                                                                                    norm




       Contribute effectively as a team member. They will also be adaptable to      Percentage of graduates comply to societal
  5                                                                                                                                  100%
       new changes at the work place.                                               norm
MEASUREMENTS OF OUTCOMES
        ATTAINMENT AND ACTION FOR CQI
Industrial Training Survey
1.A survey is carried out on the employer to gauge the students’
performance. The survey looks into how the employers rate the
students in terms of the fulfilment of attributes that are related to
the PLO
2.From these results, attributes in which the students are lacking
can be identified and the corrective measures can be devise.

3.This information is then used to improve the teaching methods
and curriculum content in the next semester
Industrial Advisory Panel (IAP)
Industrial collaboration between the HLP and industry is vital. The
   collaborative work that comes in the form of curriculum review,
   technical visits, industrial training placement, final year student
   projects and invited lectures from industries, an Industrial
   Advisory Panel (IAP) has been formed which meets once per
   semester to discuss on various issues regarding the programmes.
   The IAP consists of members representing various industries,
   research institutes and universities. Inputs from the IAP members
   are discussed and implemented at the College/Department level
   to ensure that the quality of the programme is constantly
   improved.
Latar Belakang Kajian


Alumni Panel
The Alumni Panel can directly pinpoint the shortcomings in the programme
content and advise the department on the current needs of the industry at the
same time. The IAP also serves the same role, but from an outsider point of
view. The inputs from both the Alumni Panel and the IAP are the keys in
ensuring that the content of the programme is up to date and conform to the
job market’s needs.
Student Self-Survey
At various stages throughout the semester, the students are requested to
carry out a self-survey on the level of their understanding of the CLO.

Results from such surveys can be used to gauge the lecturer’s teaching
effectiveness on a particular course.

In addition, at the end of each course, the students are also asked to rate
the lecturers in terms of overall teaching effectiveness such as
communication skills, confidence level and appearance.

These results form a CQI basis for the delivery skills of the lecturers and
also the course syllabus.
Analysis on Student Performance Through Formal
                  Assessments
CADANGAN
  Item utk peperiksaan (CA & FE) perlu diperincikan mengikut CLO, disimpan
  dan dianalisis untuk:
   – melihat pencapaian CLO dan PLO.
   – dianalisis bagi mengenalpasti aras kesukaran item dan mengkaji item
     yang bermasalah.

Pensyarah perlu diberi input bagaimana menggunakan instrumen-instrumen
  dalam kurikulum untuk mencerap hasil pembelajaran

Pensyarah perlu memberi maklumbalas terhadap elemen-elemen yang tidak
  bertepatan dengan kursus masing-masing untuk penambahbaikan (CQI)
  kepada kurikulum, instruksional dan pentaksiran

Pensyarah/Jabatan perlu membangunkan instumen yang fleksibel dan
  bersesuian dengan kursus masing-masing.

Lembaran markah ISO tidak lagi relevan dan tidak dapat digunakan untuk
  mengukur pencapian CLO dan PLO. Lembaran markah ISO perlu diubah
  mengikut kehendak pentaksiran berasaskan OBE.

Pensyarah mesti menghantar laporan analisis CLO dan PLO setiap semester
  kepada Ketua Program
Group Task
Sekian Terima Kasih
  Dari Kami……..

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Psp cqi briefing

  • 1. Continual Quality Improvement (CQI) “Simply put, it is the concept that there is always room for improvement. Within a company, it is the commitment to constantly improve operations, processes and activities in order to meet customer requirements in an efficient, consistent and cost effective manner” Industry Canada website at www.ic.gc.ca How do we apply CQI within our learning environment?
  • 2. BIDANG 9: PENAMBAHBAIKAN KUALITI BERTERUSAN Mempunyai 3 standard wajib dan 2 standard dipertingkatkan Perlu untuk penambahbaikan berterusan dan secara sistematik menyemak dan memantau perubahan dan kemajuan untuk memastikan: hasilpembelajaran program dipenuhi kurikulum terkini dan relevan kepada industri penyampaian program berkesan kaedah penilaian bersesuaian sumber pendidkan mencukupi dan terkini 2
  • 3. Principles of CQI 1.Focus on improving work processes and serving the external customer. 2. Maximize "value-added work" and strive to eliminate "waste". 3. Base decisions upon data using simple graphing tools (flowcharts, Pareto charts, etc.). 4. Improve work processes by consulting workers - "the job experts". 5. Fix the process; don't place blame. 6. Be accountable at all levels - recognition for doing well or counseled if needed. 7. Practice teamwork.
  • 4. PDCA’ circle showing the overall OBE implementation strategy
  • 5. Importance of CQI CQI provides suitable actions in improving the quality of CLOs, PLOs, and PAIs according to targeted KPI. Provide critical information to the institutions and administrators on the effectiveness of the design, delivery, assessment and direction of an educational programmes. Improvement based on feedback from the assessment will close the system loops and the process will continue year after year. Attainment of all outcomes (PAI, PLO and CLO) must be measured and utilised as a gauge for its effectiveness. Following the checking stage, the results are analyzed. Any shortcomings on the level of attainment for the outcomes can be addressed and further improvements can be revised in the ‘re-Planning’ stage. The P-D-C-A (Plan-Do-Check-Act) cycle then continues until a sufficient level of attainment is met for all outcomes. The overall P-D-C-A activities can be summarized in the context of the CLO and PLO attainment,.
  • 6. The three main stages in the Teaching and Learning processes Bloom’s What TL activities do I Program Taxonomy I nstructor’s adopt to achieve the Outcomes goals intended LO? What do I want my 1 students to be able Implementation 3 domains of educational goals (cognitive, Lear ning n ing Planning to do as a result of stage psychomotor and Out com es stage my teaching? affective) 2 I nstructional Classroom technology Assessment St udent s uden t technique Lectures Labs I nst r uct ion Assessm ent Can my students do what I want 3 them to be able to Active & Cooperative Problem- based do? Assessment stage Test Surveys learning learning Other Other techniques Felder & Brent, JEE, Jan., 2003 measures 1 5/21/2008 6
  • 7. CQI What are you currently doing? What works well? What does not work well? What are you planning for the future? 7
  • 8. D DATA DATA DATA at a Data D at a A AT D da TA DA ta If you are not going to use data DO NOT COLLECT IT Only collect what you will use BUT YOU WILL NEED DATA for CQI
  • 9. And the Data is… Process Measurement: Usually based on staff activities Outcome Measurement: Usually based on students activities Choose the measurement that will tell you if your improvement process is working
  • 10. Outcome-Based Education - Evaluation (Closing the Loops) Assessment Assessment Assessment Alumni Analysis Analysis Analysis Analysis Analysis Analysis Missions Visions Program Program Course Aims Outcomes Outcomes Stakeholders Advisory committee CQI CQI CQI
  • 11. Course Learning Outcomes (CLO) Assessments • Test, Quizzes, Final Exam (C) Examples • Lab/field work Reports (C, • x % - Grade C and above (C) A), • 100 % - Submit assignment on • Lab/field work (P,C, A), time (SS) • Presentations (P, A), • x % - Quality of presentation (SS) • Assignments (C, A) • x % - achievement in every SS • Project, PBL, POPBL domain (P,C, A) CQI
  • 12. KPI for CLO COURSE LEARNING OUTCOME - KEY PERFORMANCE INDICATOR (KPI) PROGRAMME: DIPLOMA IN ELECTRICAL ENGINEERING COURSE NAME: ELECTRICAL TECHNOLOGY COURSE LEARNING OUTCOME (CLO) DELIVERY METHOD ASSESSMENT METHOD KEY PERFORMANCE INDICATOR (KPI) TARGET (%) Explain correctly the units associated with basic electrical quantities, CLO 1 concepts of electric circuit, cells as the unit source of DC energy and Lecture/ Discussion Quiz, Test the general features of batteries. Students are able to apply and describe the 90 topic given. % achieving grade C and above Demonstrate an understanding of DC network analysis techniques on CLO 2 resistive networks. PBL Quiz, Test Assignment are clear, correct and well Describe the fundamentals of capacitive and inductive in DC network 85 CLO 3 correctly SF/CC Test, Final Exam presented. Assignment >65%. 100 % submit assignment. Explain properly the principles of the magnetic circuit, Essay Question/Final Report are clear, correct and well presented. CLO 4 electromagnetism and electromagnetic induction. Project Work Exam Report >65 % 90 Conduct confidently experiments in a team and produce report within a Lab/Workshop Practical Work, Report are clear, correct and well presented. CLO 5 stipulated time frame. Demonstration Practical Test, Rubric Report >65 %. Students work cooperatively . 90 >60 % - Attainment in Generic Skills 100 >50% - Attainment for CLO's & PLO's 100 100% student achieve 80% - attendance 100 <30% difference between continous assessment (CE) and final exam (FE) 90
  • 13. Programme Learning Outcomes (PLO) Assessments • Exit Survey Examples • External Examiner • x % - Employed Reports • Quality of FER by External • Soft Skill Survey Examiner • OBE Survey • x – SS Status • Fundamental of • x – OBE Status Engineering Exam • x % - Knowledge Analysis CQI Outcame Based Education
  • 14. KPI for PLO PROGRAMME LEARNING OUTCOME (PLO) ANALYSIS PROGRAMME: DIPLOMA IN ELECTRICAL ENGINEERING At the end of the programme, graduates should be able to: No. PROGRAMME LEARNING OUTCOMES (PLO) KEY PERFORMANCE INDICATOR (KPI) Target ASSESSMENT METHOD/TOOL Apply knowledge of mathematics, science and engineering Percentage of students obtained 3.3 CPA in Direct Assessment (Quiz, Test,Project, 1 fundamentals to well defined electrical and electronic engineering Common Core Subject and Disipline Core 50% etc) & Indirect Assessment (Report from procedures and practices; Subject Industrial Advisor, etc) Demonstrate practical skills which includes the ability to troubleshoot, 2 repair and do maintenance work for electrical and electronics equipment with specialization in the area of control; Demonstrate awareness and consideration for societal, health, 3 safety, legal and cultural issues and the consequent responsibilities, taking into account the need for sustainable development; Communicate effectively with the engineering community and the society at 4 large; Function individually or in teams, effectively, with a capability to be a 5 leader; Demonstrate an understanding of professional ethics, 6 responsibilities and norms of electrical and electronic engineering practices; Apply creative and critical thinking in solving problem related to assigned 7 tasks; 8 Recognise the need for entrepreneurship; Recognise the need for professional development and engage in 9 independent acquisition of new knowledge and skill.
  • 15. Program Educational Objectives(PEO) Examples: Assessment: • x % - Ir/Ar/Sr. • Tracers Study • x - Papers ? • Discussion with stakeholders • x - Journals ? • Reports, media • x % - Contractors • Alumni Survey • x % - Consultants • Employer survey • x % - Project Manager CQI Outcame Based Education
  • 16. KPI for PAI PROGRAMME AIMS (PAI) ANALYSIS PROGRAMME: DIPLOMA IN ELECTRICAL ENGINEERING The Department of Electrical Engineering shall produce graduates who are able to: No PROGRAMME AIMS (PAI) KEY PERFORMANCE INDICATOR (KPI) Target ASSESSMENT METHOD/TOOL Tracer Study, Discussion with Have knowledge, skills and attitude that will allow them to make tangible 1 Percentage of graduates promoted 15% stakeholders, Reports, Media, Alumni contributions and meet new technical challenges. Survey, Employer Survey Possess entrepreneurial skills and practice good work ethics and be able to Percentage of the graduates involved in own 2 15% promote good morality and behavior. business Percentage of the graduates further their studies 30% 3 Continuously enhance their knowledge and skills. Percentage of the graduates working in foreign 20% countries Percentage of graduates comply to societal 4 Communicate and interact responsibly. 100% norm Contribute effectively as a team member. They will also be adaptable to Percentage of graduates comply to societal 5 100% new changes at the work place. norm
  • 17. MEASUREMENTS OF OUTCOMES ATTAINMENT AND ACTION FOR CQI Industrial Training Survey 1.A survey is carried out on the employer to gauge the students’ performance. The survey looks into how the employers rate the students in terms of the fulfilment of attributes that are related to the PLO 2.From these results, attributes in which the students are lacking can be identified and the corrective measures can be devise. 3.This information is then used to improve the teaching methods and curriculum content in the next semester
  • 18. Industrial Advisory Panel (IAP) Industrial collaboration between the HLP and industry is vital. The collaborative work that comes in the form of curriculum review, technical visits, industrial training placement, final year student projects and invited lectures from industries, an Industrial Advisory Panel (IAP) has been formed which meets once per semester to discuss on various issues regarding the programmes. The IAP consists of members representing various industries, research institutes and universities. Inputs from the IAP members are discussed and implemented at the College/Department level to ensure that the quality of the programme is constantly improved.
  • 19. Latar Belakang Kajian Alumni Panel The Alumni Panel can directly pinpoint the shortcomings in the programme content and advise the department on the current needs of the industry at the same time. The IAP also serves the same role, but from an outsider point of view. The inputs from both the Alumni Panel and the IAP are the keys in ensuring that the content of the programme is up to date and conform to the job market’s needs.
  • 20. Student Self-Survey At various stages throughout the semester, the students are requested to carry out a self-survey on the level of their understanding of the CLO. Results from such surveys can be used to gauge the lecturer’s teaching effectiveness on a particular course. In addition, at the end of each course, the students are also asked to rate the lecturers in terms of overall teaching effectiveness such as communication skills, confidence level and appearance. These results form a CQI basis for the delivery skills of the lecturers and also the course syllabus.
  • 21. Analysis on Student Performance Through Formal Assessments
  • 22. CADANGAN Item utk peperiksaan (CA & FE) perlu diperincikan mengikut CLO, disimpan dan dianalisis untuk: – melihat pencapaian CLO dan PLO. – dianalisis bagi mengenalpasti aras kesukaran item dan mengkaji item yang bermasalah. Pensyarah perlu diberi input bagaimana menggunakan instrumen-instrumen dalam kurikulum untuk mencerap hasil pembelajaran Pensyarah perlu memberi maklumbalas terhadap elemen-elemen yang tidak bertepatan dengan kursus masing-masing untuk penambahbaikan (CQI) kepada kurikulum, instruksional dan pentaksiran Pensyarah/Jabatan perlu membangunkan instumen yang fleksibel dan bersesuian dengan kursus masing-masing. Lembaran markah ISO tidak lagi relevan dan tidak dapat digunakan untuk mengukur pencapian CLO dan PLO. Lembaran markah ISO perlu diubah mengikut kehendak pentaksiran berasaskan OBE. Pensyarah mesti menghantar laporan analisis CLO dan PLO setiap semester kepada Ketua Program
  • 24. Sekian Terima Kasih Dari Kami……..