SlideShare a Scribd company logo
Outcomes-based Education
Carlo Magno, PhD.
Lasallian Institute for Development and Educational Research
Objectives
 Construct a one session
plan showing outcomes
with appropriate
assessment and delivery
mode.
Case A
 Cherry is a staff in Mall X. Her work is to get the
products in the stock room as requested by the sales
lady. Cherry has been working in Mall X for two
months right after her graduation. Cherry finished a
course in computer science and she is expected to
develop softwares. One time the HR called her and
asked her to make a program for the payroll system
of the employees in the computer for an extra pay.
She begged off honestly and said “Sorry I do not
know how to make a program, perhaps you can ask
other computer science graduates from other
schools.”
Case B
 Cheryl conducted a graduate tracer study to
determine if the teacher education program of the
school is adequate. She found in the survey that:
 100% of the graduates were employed as teachers in
different sectors.
 100% of the graduates were able to get a job in two
months.
 100% of the graduates passed the licensure exam for
teacher.
 60% of the faculty are receiving a salary of less than
Php15,000
 80% of them working as a teacher were rated satisfactory
in their teaching performance by the school
administrators.
Outcomes-based Education
 Clearly focusing and organizing everything in an
educational system around what is essential for all
students to be able to do successfully at the end of
their learning experiences.
 This means starting with a clear picture of what is
important for students to be able to do, then
organizing the curriculum, instruction and
assessment to make sure this learning ultimately
happens (Spady, 1994).
Outcomes-based Education
 In the process of designing programme curriculum, the
outcomes of the learning is emphasized and pre-
determined
 What is expected from the learning after the students
have graduated in order to equip them with the
necessary skills and capabilities before they enter the
work place
 Then go backward with:
 curriculum design
 programme outcomes and course outcomes,
 development of instructions
 delivery modes
 appropriate assessments methodologies
Outcomes-based Education
 looking at the level at which the inputs, methods, and
execution produce the desired learning
competencies for the graduates of that program as
determined by the Technical Committees/Technical
Panels and as measured by appropriate
assessments.
 It points to the way in which the level of attainment of
the outcomes can be progressively heightened.
Outcomes-based Education
 Assessing student growth and competency in
relation to these outcomes
 Detailing how outcomes based learning at a whole
program level functions within a complex university
context
What needs to be set?
 Mission and Vision are translated into:
 indicators (e.g., professional qualification or
employability)
 metrics (e.g., percentage of passing in a licensure
exam or percentage of employment)
 targets (e.g., 70% passing or 85% employed).
Outcomes-based Education
 Outcomes – what learners are expected to know and be
able to do at the desired level of competence
 Outcomes-based evaluation – clearly focusing and
organizing everything in an educational system around
what is essential for all students to be able to do
successfully at the end of the learning experiences.
 Outcomes-based teaching and learning – constructive
alignment of intended, learning outcomes with
appropriate outcomes-based assessment methods and
teaching and learning activities. OBE applied in the
classroom level.
 Performance criteria – specific, measureable
statements identifying the performance(s) required to
meet the outcome; conformed through evidence.
Outcomes-based Education
 Ensure quality assurance (QA)
 1) to translate vision, mission, and goals (VMG) into
desired learning outcomes
 2) to establish the proper learning environment
(implementation of teaching-learning systems as well
as support processes and procedures)
 3) to review against performance indicators and
standards defined in the assessment system
 4) to enhance programs and systems
Approaches on OBE
 A direct assessment of educational outcomes, with
evaluation of the individual programs that lead to
those outcomes. (To make sure that outcomes are
delivered)
 An audit of the quality systems of an institution, to
determine whether these are sufficiently robust and
effective to ensure that all programs are well
designed and deliver appropriate outcomes. (To
deliver effective programs)
What needs to be established?
 Mission and vision
 Program Educational Objectives
 Program Outcomes
 Matrix of courses with program outcomes
(Curriculum map)
 Outcome-based teaching and learning delivery
system
 Program assessment and evaluation process
 Continuing quality improvement program
Example
Learning outcome Indicators Assessment
At the end of the course
students should be able
to:
• decide which
inferential statistics
can be used for a
specific hypothesis
• Encode data
acceptable in SPSS
• use SPSS to compute
for the inferential
statistics
• Suggest which type of
statistics to be used
given a hypothesis
• Use SPSS to encode
survey data
• Click appropriate
menu in SPSS when
computing for
ANOVA, t-test etc.
• Test: Given a
hypothesis, write the
correct stats to be
used
• Performance based:
encode the data from
a survey to the SPSS
worksheet
• Checklist: step by
step procedure in
using SPSS
 How do you teach in an OBE framework?
 Transformative learning
 Learner-centered
 Understanding by Design
Case presentation
 A group of psychology students at the start of the term
thinks that doing research is going to the library and
compiling information about a topic from different books.
The teacher knew about it by asking the students at the
start of the class what research is. The teacher started to
show examples of journal articles and how research is
conducted. The different methodologies and the use of
research was assigned. Then the students conducted
their own research using a nonexperimental design.
Towards the end of the term when the teacher asked
again hat is research, students see it as a process of
arriving at new knowledge and supporting the ideas
through data (evidence).
 Watch a short film segment-school of rock
 http://www.youtube.com/watch?v=vMkT8jYh8MI
What is transformative learning?
 TLT is a cognitive learning theory that results in
changes in meaning perspectives that have
developed over an individual's lifetime based upon
their life experiences (Mezirow, 2000).
 Achieved through becoming critically reflective of
assumptions underlying content, process, or premise
through instrumental and communicative learning.
What is transformative learning?
 View learning as a process of critical reflection and
self-examination of one’s worldview in light of new
knowledge and a fundamental reorganization of
one’s perspective or frame of reference (Taylor,
1998).
 Process where learners critically examine their
beliefs, assumptions, and values in light of acquiring
new knowledge and correspondingly shift their
worldviews to incorporate new ideas, values and
expectations (Cranton, 1994; Mezirow, 1994, 2000).
Phases of transformative learning theory
Facilitating TL
 1) a disorienting dilemma
 2) critical questioning and self-reflection
 3) sharing of one’s transformation process with
others
 4) exploration of new roles and actions
 5) planning a course of action
 6) provisional trying of new roles
 7) building competence and self-confidence in new
roles and relationships
 7) a reintegration into one’s life directed by one’s
new perspective (Mezirow, 2000)
 Show objects and ask for examples how to teach it
using the ways TL facilitation.
Pillars of TL
 Learning to know - the capability of making
connections, adapting to changes and knowing how
to learn.
 Learning to do - framed in the idea of learner-
centered learning and leadership performance tasks
that demonstrate the ability to apply knowledge in a
creative way
 Learning to live together – using the concept of
collaboration on a local and global scale
 Learning to be - the life-long journey of self-
discovery as part of the process of learning (Monk,
2011).
Assessment
 What is the function of assessment?
 How do you help students learn better through
assessment?
Features of performance assessment
 Intended to assess what it is that students know and can
do with the emphasis on doing.
 Have a high degree of realism about them (authentic).
 Involve: (a) activities for which there is no single correct
answer, (b) assessing groups rather than individuals, (c)
testing that would continue over an extended period of
time, (d) self-evaluation of performances.
 Likely use open-ended tasks aimed at assessing higher
level cognitive skills.
Performance assessment
 Bring testing methods
more in line with
instruction.
 Assessment should
approximate closely
what it is students
should know and be
able to do.
Emphasis of performance assessment
 Should assess higher
level cognitive skills
rather than narrow and
lower level discreet
skills.
 Direct measures of skills
of interest.
Workshop
 Create a one session plan that will run for one session.
Indicate atleast one or two learning outcomes
Provide the indicators
How will you assess the aim?
List the procedure how you will teach,Learning outcome Indicators Assessment Mode of delivery
(teaching)
At the end of the
course students
should be able to:
• decide which
inferential
statistics can be
used for a
specific
hypothesis
• Encode data
acceptable in
SPSS
• use SPSS to
compute for the
• Suggest which
type of statistics
to be used given
a hypothesis
• Use SPSS to
encode survey
data
• Click appropriate
menu in SPSS
when computing
for ANOVA, t-test
etc.
• Test: Given a
hypothesis, write
the correct stats
to be used
• Performance
based: encode
the data from a
survey to the
SPSS worksheet
• Checklist: step
by step
procedure in
using SPSS

More Related Content

PPTX
Outcomes-Based Education
PPT
Introduction to Casting
PPTX
OBE- Outcome based Education
PPTX
Outcome based education
PPTX
Importance of Outcome Based Education (OBE) in the Quality Enhancement of Hig...
PPTX
Outcomes-Based Education
PPT
THERAPEUTIC DIET
Outcomes-Based Education
Introduction to Casting
OBE- Outcome based Education
Outcome based education
Importance of Outcome Based Education (OBE) in the Quality Enhancement of Hig...
Outcomes-Based Education
THERAPEUTIC DIET

What's hot (20)

PPTX
Outcome based education
PPTX
Assessment in an Outcomes-Based Education
PPTX
Chapter 1 Basic Concept in Assessment
PPTX
Approaches in obe
PPTX
Intended vs Implemented vs Achieved Curriculum
PPTX
Instructional decision
PPT
Integrating technology into the curriculum
PPTX
intended vs implemented vs achieved curriculum
PPTX
Properties of Assessment Method
PDF
The teacher and the School Curriculum
PDF
Principle of Administration And Supervision
PPTX
Grading & reporting systems complete presentation
PPTX
Tools to assess curriculum
PPTX
Issues in Outcomes Based Education
PPTX
CURRICULUM EVALUATION AND THE TEACHER
PPTX
The roles of stakeholders in curriculum implementation
PPT
Assessment principles
PPTX
Secondary education curriculum
PPTX
Outcomes Based-Education
PPTX
Made Test and Non-test Instruments and Roles of Assessment
Outcome based education
Assessment in an Outcomes-Based Education
Chapter 1 Basic Concept in Assessment
Approaches in obe
Intended vs Implemented vs Achieved Curriculum
Instructional decision
Integrating technology into the curriculum
intended vs implemented vs achieved curriculum
Properties of Assessment Method
The teacher and the School Curriculum
Principle of Administration And Supervision
Grading & reporting systems complete presentation
Tools to assess curriculum
Issues in Outcomes Based Education
CURRICULUM EVALUATION AND THE TEACHER
The roles of stakeholders in curriculum implementation
Assessment principles
Secondary education curriculum
Outcomes Based-Education
Made Test and Non-test Instruments and Roles of Assessment
Ad

Viewers also liked (12)

PPTX
Outcomes-Based Education (OBE)
PDF
OBE Approaches
PPT
Principles of adult learning ,principles of teaching and learning
PPT
Principle of adult learning
PPTX
Outcomes based education
PPTX
Outcome based education
PPTX
Analysis on curriculum
PPT
Principles of Adult Learning
PPT
Curriclum types
PPTX
Curriculum design
DOCX
Fs 5 Learning Assessment Strategies
Outcomes-Based Education (OBE)
OBE Approaches
Principles of adult learning ,principles of teaching and learning
Principle of adult learning
Outcomes based education
Outcome based education
Analysis on curriculum
Principles of Adult Learning
Curriclum types
Curriculum design
Fs 5 Learning Assessment Strategies
Ad

Similar to Outcomnes-based Education (20)

PPT
PPTX
Optimizing assessment systems to enhance teaching and learning
PPTX
Educational assessment
PPTX
Factors in constructing evaluative instruments
PPTX
National university assessment process
DOC
Ash edu 645 week 6 final paper curriculum based summative assessment design (...
DOC
Ash edu 645 week 6 final paper curriculum based summative assessment design (...
PPTX
factorsinconstructingevaluativeinstruments-210427040718.pptx
PPT
Continuous assessment as a relevant tool to quality products of learners in e...
PPTX
Curriculum (formative & summative) evaluation
PPT
Appendix 4 Quality Of Assessment Practices Presentation
DOCX
Concept and nature of measurment and evaluation (1)
PPTX
Designing and Conducting Formative Evaluation
PPT
ASSESSMENT IN LEARNING 1-LESSONS 1-4 (1).ppt
PDF
Handouts-ClassroomAssessment-IP3.pdf
PPT
Ubd Edi Soh Presentation
DOCX
Lesson 1 bb.docx
PPT
The Role of Assessment in Teaching & Learning by Mweemba Hibajene.ppt
Optimizing assessment systems to enhance teaching and learning
Educational assessment
Factors in constructing evaluative instruments
National university assessment process
Ash edu 645 week 6 final paper curriculum based summative assessment design (...
Ash edu 645 week 6 final paper curriculum based summative assessment design (...
factorsinconstructingevaluativeinstruments-210427040718.pptx
Continuous assessment as a relevant tool to quality products of learners in e...
Curriculum (formative & summative) evaluation
Appendix 4 Quality Of Assessment Practices Presentation
Concept and nature of measurment and evaluation (1)
Designing and Conducting Formative Evaluation
ASSESSMENT IN LEARNING 1-LESSONS 1-4 (1).ppt
Handouts-ClassroomAssessment-IP3.pdf
Ubd Edi Soh Presentation
Lesson 1 bb.docx
The Role of Assessment in Teaching & Learning by Mweemba Hibajene.ppt

More from Carlo Magno (20)

PPTX
Intervetntions-based assessment - supevisors - private schools.pptx
PPTX
Assessment Using the SOLO Framework.pptx
PPTX
Social and Emotional Learning
PPTX
Educational assessment in the 4 ir
PPTX
The process of research mentoring
PPTX
Quality management services sustainability training
PPTX
Managing technology integration in schools
PPTX
Integrating technology in teaching
PPTX
Empowering educators on technology integration
PPTX
Designing an online lesson
PPTX
Curriculum integration
PPTX
Accountability in Developing Student Learning
PPTX
The Instructional leader: TOwards School Improvement
PPTX
Guiding your child on their career decision making
PPTX
Assessing Science Inquiry Skills
PPTX
Assessment in the Social Studies Curriculum
PPTX
Quantitative analysis in language research
PPTX
Integrating technology in teaching
PPTX
Hallmarks of textbook
PDF
managing the learner centered-classroom
Intervetntions-based assessment - supevisors - private schools.pptx
Assessment Using the SOLO Framework.pptx
Social and Emotional Learning
Educational assessment in the 4 ir
The process of research mentoring
Quality management services sustainability training
Managing technology integration in schools
Integrating technology in teaching
Empowering educators on technology integration
Designing an online lesson
Curriculum integration
Accountability in Developing Student Learning
The Instructional leader: TOwards School Improvement
Guiding your child on their career decision making
Assessing Science Inquiry Skills
Assessment in the Social Studies Curriculum
Quantitative analysis in language research
Integrating technology in teaching
Hallmarks of textbook
managing the learner centered-classroom

Recently uploaded (20)

PDF
Saundersa Comprehensive Review for the NCLEX-RN Examination.pdf
PPTX
Introduction_to_Human_Anatomy_and_Physiology_for_B.Pharm.pptx
PDF
Basic Mud Logging Guide for educational purpose
PPTX
PPH.pptx obstetrics and gynecology in nursing
PDF
Anesthesia in Laparoscopic Surgery in India
PDF
ANTIBIOTICS.pptx.pdf………………… xxxxxxxxxxxxx
PDF
102 student loan defaulters named and shamed – Is someone you know on the list?
PDF
grade 11-chemistry_fetena_net_5883.pdf teacher guide for all student
PDF
Complications of Minimal Access Surgery at WLH
PDF
Module 4: Burden of Disease Tutorial Slides S2 2025
PPTX
1st Inaugural Professorial Lecture held on 19th February 2020 (Governance and...
PDF
Pre independence Education in Inndia.pdf
PPTX
IMMUNITY IMMUNITY refers to protection against infection, and the immune syst...
PDF
Supply Chain Operations Speaking Notes -ICLT Program
PDF
VCE English Exam - Section C Student Revision Booklet
PPTX
Lesson notes of climatology university.
PDF
Chapter 2 Heredity, Prenatal Development, and Birth.pdf
PPTX
Institutional Correction lecture only . . .
PPTX
Microbial diseases, their pathogenesis and prophylaxis
PDF
O7-L3 Supply Chain Operations - ICLT Program
Saundersa Comprehensive Review for the NCLEX-RN Examination.pdf
Introduction_to_Human_Anatomy_and_Physiology_for_B.Pharm.pptx
Basic Mud Logging Guide for educational purpose
PPH.pptx obstetrics and gynecology in nursing
Anesthesia in Laparoscopic Surgery in India
ANTIBIOTICS.pptx.pdf………………… xxxxxxxxxxxxx
102 student loan defaulters named and shamed – Is someone you know on the list?
grade 11-chemistry_fetena_net_5883.pdf teacher guide for all student
Complications of Minimal Access Surgery at WLH
Module 4: Burden of Disease Tutorial Slides S2 2025
1st Inaugural Professorial Lecture held on 19th February 2020 (Governance and...
Pre independence Education in Inndia.pdf
IMMUNITY IMMUNITY refers to protection against infection, and the immune syst...
Supply Chain Operations Speaking Notes -ICLT Program
VCE English Exam - Section C Student Revision Booklet
Lesson notes of climatology university.
Chapter 2 Heredity, Prenatal Development, and Birth.pdf
Institutional Correction lecture only . . .
Microbial diseases, their pathogenesis and prophylaxis
O7-L3 Supply Chain Operations - ICLT Program

Outcomnes-based Education

  • 1. Outcomes-based Education Carlo Magno, PhD. Lasallian Institute for Development and Educational Research
  • 2. Objectives  Construct a one session plan showing outcomes with appropriate assessment and delivery mode.
  • 3. Case A  Cherry is a staff in Mall X. Her work is to get the products in the stock room as requested by the sales lady. Cherry has been working in Mall X for two months right after her graduation. Cherry finished a course in computer science and she is expected to develop softwares. One time the HR called her and asked her to make a program for the payroll system of the employees in the computer for an extra pay. She begged off honestly and said “Sorry I do not know how to make a program, perhaps you can ask other computer science graduates from other schools.”
  • 4. Case B  Cheryl conducted a graduate tracer study to determine if the teacher education program of the school is adequate. She found in the survey that:  100% of the graduates were employed as teachers in different sectors.  100% of the graduates were able to get a job in two months.  100% of the graduates passed the licensure exam for teacher.  60% of the faculty are receiving a salary of less than Php15,000  80% of them working as a teacher were rated satisfactory in their teaching performance by the school administrators.
  • 5. Outcomes-based Education  Clearly focusing and organizing everything in an educational system around what is essential for all students to be able to do successfully at the end of their learning experiences.  This means starting with a clear picture of what is important for students to be able to do, then organizing the curriculum, instruction and assessment to make sure this learning ultimately happens (Spady, 1994).
  • 6. Outcomes-based Education  In the process of designing programme curriculum, the outcomes of the learning is emphasized and pre- determined  What is expected from the learning after the students have graduated in order to equip them with the necessary skills and capabilities before they enter the work place  Then go backward with:  curriculum design  programme outcomes and course outcomes,  development of instructions  delivery modes  appropriate assessments methodologies
  • 7. Outcomes-based Education  looking at the level at which the inputs, methods, and execution produce the desired learning competencies for the graduates of that program as determined by the Technical Committees/Technical Panels and as measured by appropriate assessments.  It points to the way in which the level of attainment of the outcomes can be progressively heightened.
  • 8. Outcomes-based Education  Assessing student growth and competency in relation to these outcomes  Detailing how outcomes based learning at a whole program level functions within a complex university context
  • 9. What needs to be set?  Mission and Vision are translated into:  indicators (e.g., professional qualification or employability)  metrics (e.g., percentage of passing in a licensure exam or percentage of employment)  targets (e.g., 70% passing or 85% employed).
  • 10. Outcomes-based Education  Outcomes – what learners are expected to know and be able to do at the desired level of competence  Outcomes-based evaluation – clearly focusing and organizing everything in an educational system around what is essential for all students to be able to do successfully at the end of the learning experiences.  Outcomes-based teaching and learning – constructive alignment of intended, learning outcomes with appropriate outcomes-based assessment methods and teaching and learning activities. OBE applied in the classroom level.  Performance criteria – specific, measureable statements identifying the performance(s) required to meet the outcome; conformed through evidence.
  • 11. Outcomes-based Education  Ensure quality assurance (QA)  1) to translate vision, mission, and goals (VMG) into desired learning outcomes  2) to establish the proper learning environment (implementation of teaching-learning systems as well as support processes and procedures)  3) to review against performance indicators and standards defined in the assessment system  4) to enhance programs and systems
  • 12. Approaches on OBE  A direct assessment of educational outcomes, with evaluation of the individual programs that lead to those outcomes. (To make sure that outcomes are delivered)  An audit of the quality systems of an institution, to determine whether these are sufficiently robust and effective to ensure that all programs are well designed and deliver appropriate outcomes. (To deliver effective programs)
  • 13. What needs to be established?  Mission and vision  Program Educational Objectives  Program Outcomes  Matrix of courses with program outcomes (Curriculum map)  Outcome-based teaching and learning delivery system  Program assessment and evaluation process  Continuing quality improvement program
  • 14. Example Learning outcome Indicators Assessment At the end of the course students should be able to: • decide which inferential statistics can be used for a specific hypothesis • Encode data acceptable in SPSS • use SPSS to compute for the inferential statistics • Suggest which type of statistics to be used given a hypothesis • Use SPSS to encode survey data • Click appropriate menu in SPSS when computing for ANOVA, t-test etc. • Test: Given a hypothesis, write the correct stats to be used • Performance based: encode the data from a survey to the SPSS worksheet • Checklist: step by step procedure in using SPSS
  • 15.  How do you teach in an OBE framework?  Transformative learning  Learner-centered  Understanding by Design
  • 16. Case presentation  A group of psychology students at the start of the term thinks that doing research is going to the library and compiling information about a topic from different books. The teacher knew about it by asking the students at the start of the class what research is. The teacher started to show examples of journal articles and how research is conducted. The different methodologies and the use of research was assigned. Then the students conducted their own research using a nonexperimental design. Towards the end of the term when the teacher asked again hat is research, students see it as a process of arriving at new knowledge and supporting the ideas through data (evidence).
  • 17.  Watch a short film segment-school of rock  http://www.youtube.com/watch?v=vMkT8jYh8MI
  • 18. What is transformative learning?  TLT is a cognitive learning theory that results in changes in meaning perspectives that have developed over an individual's lifetime based upon their life experiences (Mezirow, 2000).  Achieved through becoming critically reflective of assumptions underlying content, process, or premise through instrumental and communicative learning.
  • 19. What is transformative learning?  View learning as a process of critical reflection and self-examination of one’s worldview in light of new knowledge and a fundamental reorganization of one’s perspective or frame of reference (Taylor, 1998).  Process where learners critically examine their beliefs, assumptions, and values in light of acquiring new knowledge and correspondingly shift their worldviews to incorporate new ideas, values and expectations (Cranton, 1994; Mezirow, 1994, 2000).
  • 20. Phases of transformative learning theory
  • 21. Facilitating TL  1) a disorienting dilemma  2) critical questioning and self-reflection  3) sharing of one’s transformation process with others  4) exploration of new roles and actions  5) planning a course of action  6) provisional trying of new roles  7) building competence and self-confidence in new roles and relationships  7) a reintegration into one’s life directed by one’s new perspective (Mezirow, 2000)
  • 22.  Show objects and ask for examples how to teach it using the ways TL facilitation.
  • 23. Pillars of TL  Learning to know - the capability of making connections, adapting to changes and knowing how to learn.  Learning to do - framed in the idea of learner- centered learning and leadership performance tasks that demonstrate the ability to apply knowledge in a creative way  Learning to live together – using the concept of collaboration on a local and global scale  Learning to be - the life-long journey of self- discovery as part of the process of learning (Monk, 2011).
  • 24. Assessment  What is the function of assessment?  How do you help students learn better through assessment?
  • 25. Features of performance assessment  Intended to assess what it is that students know and can do with the emphasis on doing.  Have a high degree of realism about them (authentic).  Involve: (a) activities for which there is no single correct answer, (b) assessing groups rather than individuals, (c) testing that would continue over an extended period of time, (d) self-evaluation of performances.  Likely use open-ended tasks aimed at assessing higher level cognitive skills.
  • 26. Performance assessment  Bring testing methods more in line with instruction.  Assessment should approximate closely what it is students should know and be able to do.
  • 27. Emphasis of performance assessment  Should assess higher level cognitive skills rather than narrow and lower level discreet skills.  Direct measures of skills of interest.
  • 28. Workshop  Create a one session plan that will run for one session. Indicate atleast one or two learning outcomes Provide the indicators How will you assess the aim? List the procedure how you will teach,Learning outcome Indicators Assessment Mode of delivery (teaching) At the end of the course students should be able to: • decide which inferential statistics can be used for a specific hypothesis • Encode data acceptable in SPSS • use SPSS to compute for the • Suggest which type of statistics to be used given a hypothesis • Use SPSS to encode survey data • Click appropriate menu in SPSS when computing for ANOVA, t-test etc. • Test: Given a hypothesis, write the correct stats to be used • Performance based: encode the data from a survey to the SPSS worksheet • Checklist: step by step procedure in using SPSS