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PEER ASSESSMENT 
IN 
ARCHITECTURE 
EDUCATION 
DAVID SOUSA-RODRIGUES1 
MAFALDA TEIXEIRA DE SAMPAYO2 
CRISTIAN JIMENEZ-ROMERO1 
JEFFREY H. JOHNSON1 
1 THE OPEN UNIVERSITY, UK 
2 LISBON UNIVERSITY INSTITUTE, PT
OBJECTIVES 
Make 2nd year architecture students develop a critical 
thinking process about Architecture Projects. 
Improve quality of their work by providing more and varied 
feedback. 
Evaluate the applicability of peer assessment in the 
classroom. 
Evaluate the students critical thinking as part of their 
cognitive skills.
CONTEXT
ARCHITECTURE 
PEDAGOGY 
“Peer assessment develops skills for lifelong learning.” 
in Changing Architectural Education 
Assessment focus in studio: What is most prominent in Architecture, art 
1 
and design? 
Barbara de la Harpe*1, J. Fiona Peterson2, Noel Frankham3, Robert Zehner4, Douglas 
Neale5, Elizabeth Musgrave6, Ruth McDermott7 
1Design and Social Context, RMIT University, Melbourne, Australia 
2School of Creative Media, RMIT University, Melbourne, Australia 
3Tasmanian School of Art, University of Tasmania, Hobart, Australia 
4Faculty of the Built Environment, University of New South Wales, Sydney, Australia 
5, 6School of Geography Planning & Architecture, University of Queensland, St Lucia, Australia 
7Learning and Teaching Unit, University of New South Wales, Sydney, Australia 
*GPO Box 2476V, Melbourne, Vic 3001, Australia. 
Email: barbara.delaharpe@rmit.edu.au 
Barbara de la Harpe 
BSc, BSc (Hons), Grad Dip Ed, PhD 
Barbara de la Harpe is Dean Academic Development in the Design and Social Context 
Portfolio at RMIT University. For over 15 years she has been involved in teaching and 
academic professional development in higher education. Her background is in Science 
Education and Educational Psychology and her fields of expertise include learning; 
generic skill development university change management; and teacher professional 
development. Her PhD study was on student learning and she is widely published in 
learning and teaching. 
J. Fiona Peterson 
DipBus, TTTC, MEd (Teaching), PhD 
Fiona Peterson is Director of Learning and Teaching in the School of Creative Media at 
RMIT University. She has 29 years’ experience as a teacher and educational facilitator 
spanning high school, vocational education and training, as well as undergraduate and 
postgraduate higher education programs. Her background is in Communication Studies 
and she has a PhD in collaborative learning networks. Her research interests include 
strategic knowledge networks, Mode 2 knowledge, virtual communities and global 
education.
PEER ASSESSMENT 
https://etoilepm.cs-dc.org/ 
Hypernetwork-based Peer Marking for Scalable Certificated Mass Education 
Jeff Johnson, Cristian Jimenez-Romero, David Rodrigues, Jane Bromley and Alistair Willis 
The Open University, Milton Keynes, MK7 6AA, UK 
In the context of the need for massive free education for the Complex Systems Society and the 
UNESCO Complex Systems Digital Campus, scalable methods are essential for assessing tens of 
thousands of students’ work for certification1. Automated marking is a partial solution but has many 
drawbacks. Peer marking, where students mark each others’ assignments, is a scalable solution since 
every extra student is an extra marker. However there are concerns about the quality of peer marking, 
since some students may not be competent to mark the work of others. Some students are better than 
others and often the best students are well qualified to assess the work of their peers. To make peer 
marking high quality we are using new hypernetwork-based methods to extend previous methods2 to 
discover which students are good markers and which students are less good as a course progresses. 
Peer marking is becoming increasingly used in education. It has the obvious pedagogic advantage that 
marking other students’ assignments gives students insights into how well or otherwise the marker 
themself performed. This alone makes peer marking attractive. To allow for variable quality in 
marking it is common for students to mark the assignments of two or three other students, but marking
IN STUDIO
TEACHING 
ARCHITECTURE IS A 
HANDS ON APPROACH 
ideia 
esqiços de projecto 
João Tereso & Giuseppe Schillaci sketches
PEER ASSESSMENT 
THE EXPERIMENT 
Two Classes of the 2nd year of Architecture of ISCTE-IUL 
corresponding to 45 students. 
Two Peer Assessment Phases 
1. Mid semester, after a few weeks into the semester 
2. During the final Assessment when Work is presented to 
Jury 
At each phase each student had to Assess the work of three 
randomly selected colleagues.
PEER ASSESSMENT 
THE EXPERIMENT 
Not anonymous and done in the classroom. 
Students presented their models, plans, graphic diaries, etc… 
Markers assessed the materials presented against the 
programme of the exercise and a prepared marking guide. 
Students were instructed to assess what was presented and not 
to take into consideration the past in-class experience 
Students were instructed that their marking performance was 
going to be pondered in the course final mark.
ASSESSMENT SLIP
ASSESSMENT SLIP 
ID Area
ASSESSMENT SLIP 
Mark (0-100)
ASSESSMENT SLIP 
The Positives of the Architecture Project
ASSESSMENT SLIP 
Things to improve in the current project
RESULTS
2 GROUPS 
MID SEMESTER 
ASSESSMENT
CRITICAL DISCOURSE 
APPLIED IN CLASS 
AFTER 1ST ASSESSMENT 
Some students engaged strongly 
with this process going beyond 
what was asked. 
They adopted aspects of the 
architecture language learned 
from other students assessments 
of their work 
Students included in their own 
work suggestions from the peer 
assessment.
1 GROUP 
FINAL ASSESSMENT
MARKS SPREAD 
LESS THAN 20% 
● 
● 
● ● ● ● ● ● ● 
● 
● ● ● ● ● 
● 
● ● ● ● ● ● 
● ● 
● ● ● 
● 
● ● ● ● ● 
● 
● 
● ● ● ● 
0 10 20 30 40 
0 10 20 30 40 
order 
marks spread
FINAL MARKS 
AGREE WITH 
PROFESSOR MARKS 
● 
● 
● ● 
● ● ● ● ● ● ● ● ● ● ● ● 
● ● ● ● ● ● ● ● ● ● ● ● ● ● ● 
● ● ● 
● ● 
● 
● 
● 
0 10 20 30 40 
−4 −2 0 2 4 
order 
score diference 
Final Mark is the simple 
average of all markers. 
Students Marks are similar 
to that of Jury (2 professors 
+ external jury). 
Average Mark – Jury Mark (20pt scale)
GOOD STUDENTS, 
GOOD MARKERS? 
Who are the good Markers? 
Hypothesis Definition: Those who mark in agreement with the 
jury final mark. 
in the étoile platform, we studied another hypothesis: 
Two students are good markers if they mark 
consistently with each other over several iterations 
while when in the presence of inconsistent marking 
behaviour, one of will not be a good marker.
MARKER’S MARKS 
CORRELATE WITH 
FINAL MARK 
correlation = 0.645
MARKER’S ERROR 
DOES NOT CORRELATE WITH 
MARKER’S FINAL MARK 
Correlation: -0.063
CONCLUSIONS
BACK TO THE 
OBJECTIVES 
Make 2nd year architecture students develop a critical 
thinking process about Architecture Projects. 
Improve quality of their work by providing more and varied 
feedback. 
Evaluate the applicability of peer assessment in the 
classroom 
Evaluate the students critical thinking as part of their 
cognitive skills.
MAIN POINTS TO 
TAKE HOME 
Peer Assessment is a good pedagogic tool to apply in 
architecture classrooms. 
Peer assessment marks correlate highly with expert assessment. 
Prospect of using Peer Assessment for scalability.
FUTURE 
Machine Learning 
for the textual analysis, summarization and marking 
of the students critical thought 
(Now professor reads all paper slips, 
doesn’t scale for Massive free education) 
Move acquisition to digital realm 
étoile peer assessment platform is now ready but… 
as seen in this case, a simple analogic works well 
as students use the tools they are used to (drawing pads / 
pens / etc…) 
This is a problem for Human-Computer Interface to solve 
in this particular contexts

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Peer Assessment in Architecture Education - Brno - ICTPI'14 - Mafalda Teixeira de Sampayo, David Sousa-Rodrigues

  • 1. PEER ASSESSMENT IN ARCHITECTURE EDUCATION DAVID SOUSA-RODRIGUES1 MAFALDA TEIXEIRA DE SAMPAYO2 CRISTIAN JIMENEZ-ROMERO1 JEFFREY H. JOHNSON1 1 THE OPEN UNIVERSITY, UK 2 LISBON UNIVERSITY INSTITUTE, PT
  • 2. OBJECTIVES Make 2nd year architecture students develop a critical thinking process about Architecture Projects. Improve quality of their work by providing more and varied feedback. Evaluate the applicability of peer assessment in the classroom. Evaluate the students critical thinking as part of their cognitive skills.
  • 4. ARCHITECTURE PEDAGOGY “Peer assessment develops skills for lifelong learning.” in Changing Architectural Education Assessment focus in studio: What is most prominent in Architecture, art 1 and design? Barbara de la Harpe*1, J. Fiona Peterson2, Noel Frankham3, Robert Zehner4, Douglas Neale5, Elizabeth Musgrave6, Ruth McDermott7 1Design and Social Context, RMIT University, Melbourne, Australia 2School of Creative Media, RMIT University, Melbourne, Australia 3Tasmanian School of Art, University of Tasmania, Hobart, Australia 4Faculty of the Built Environment, University of New South Wales, Sydney, Australia 5, 6School of Geography Planning & Architecture, University of Queensland, St Lucia, Australia 7Learning and Teaching Unit, University of New South Wales, Sydney, Australia *GPO Box 2476V, Melbourne, Vic 3001, Australia. Email: barbara.delaharpe@rmit.edu.au Barbara de la Harpe BSc, BSc (Hons), Grad Dip Ed, PhD Barbara de la Harpe is Dean Academic Development in the Design and Social Context Portfolio at RMIT University. For over 15 years she has been involved in teaching and academic professional development in higher education. Her background is in Science Education and Educational Psychology and her fields of expertise include learning; generic skill development university change management; and teacher professional development. Her PhD study was on student learning and she is widely published in learning and teaching. J. Fiona Peterson DipBus, TTTC, MEd (Teaching), PhD Fiona Peterson is Director of Learning and Teaching in the School of Creative Media at RMIT University. She has 29 years’ experience as a teacher and educational facilitator spanning high school, vocational education and training, as well as undergraduate and postgraduate higher education programs. Her background is in Communication Studies and she has a PhD in collaborative learning networks. Her research interests include strategic knowledge networks, Mode 2 knowledge, virtual communities and global education.
  • 5. PEER ASSESSMENT https://etoilepm.cs-dc.org/ Hypernetwork-based Peer Marking for Scalable Certificated Mass Education Jeff Johnson, Cristian Jimenez-Romero, David Rodrigues, Jane Bromley and Alistair Willis The Open University, Milton Keynes, MK7 6AA, UK In the context of the need for massive free education for the Complex Systems Society and the UNESCO Complex Systems Digital Campus, scalable methods are essential for assessing tens of thousands of students’ work for certification1. Automated marking is a partial solution but has many drawbacks. Peer marking, where students mark each others’ assignments, is a scalable solution since every extra student is an extra marker. However there are concerns about the quality of peer marking, since some students may not be competent to mark the work of others. Some students are better than others and often the best students are well qualified to assess the work of their peers. To make peer marking high quality we are using new hypernetwork-based methods to extend previous methods2 to discover which students are good markers and which students are less good as a course progresses. Peer marking is becoming increasingly used in education. It has the obvious pedagogic advantage that marking other students’ assignments gives students insights into how well or otherwise the marker themself performed. This alone makes peer marking attractive. To allow for variable quality in marking it is common for students to mark the assignments of two or three other students, but marking
  • 7. TEACHING ARCHITECTURE IS A HANDS ON APPROACH ideia esqiços de projecto João Tereso & Giuseppe Schillaci sketches
  • 8. PEER ASSESSMENT THE EXPERIMENT Two Classes of the 2nd year of Architecture of ISCTE-IUL corresponding to 45 students. Two Peer Assessment Phases 1. Mid semester, after a few weeks into the semester 2. During the final Assessment when Work is presented to Jury At each phase each student had to Assess the work of three randomly selected colleagues.
  • 9. PEER ASSESSMENT THE EXPERIMENT Not anonymous and done in the classroom. Students presented their models, plans, graphic diaries, etc… Markers assessed the materials presented against the programme of the exercise and a prepared marking guide. Students were instructed to assess what was presented and not to take into consideration the past in-class experience Students were instructed that their marking performance was going to be pondered in the course final mark.
  • 13. ASSESSMENT SLIP The Positives of the Architecture Project
  • 14. ASSESSMENT SLIP Things to improve in the current project
  • 16. 2 GROUPS MID SEMESTER ASSESSMENT
  • 17. CRITICAL DISCOURSE APPLIED IN CLASS AFTER 1ST ASSESSMENT Some students engaged strongly with this process going beyond what was asked. They adopted aspects of the architecture language learned from other students assessments of their work Students included in their own work suggestions from the peer assessment.
  • 18. 1 GROUP FINAL ASSESSMENT
  • 19. MARKS SPREAD LESS THAN 20% ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● 0 10 20 30 40 0 10 20 30 40 order marks spread
  • 20. FINAL MARKS AGREE WITH PROFESSOR MARKS ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● ● 0 10 20 30 40 −4 −2 0 2 4 order score diference Final Mark is the simple average of all markers. Students Marks are similar to that of Jury (2 professors + external jury). Average Mark – Jury Mark (20pt scale)
  • 21. GOOD STUDENTS, GOOD MARKERS? Who are the good Markers? Hypothesis Definition: Those who mark in agreement with the jury final mark. in the étoile platform, we studied another hypothesis: Two students are good markers if they mark consistently with each other over several iterations while when in the presence of inconsistent marking behaviour, one of will not be a good marker.
  • 22. MARKER’S MARKS CORRELATE WITH FINAL MARK correlation = 0.645
  • 23. MARKER’S ERROR DOES NOT CORRELATE WITH MARKER’S FINAL MARK Correlation: -0.063
  • 25. BACK TO THE OBJECTIVES Make 2nd year architecture students develop a critical thinking process about Architecture Projects. Improve quality of their work by providing more and varied feedback. Evaluate the applicability of peer assessment in the classroom Evaluate the students critical thinking as part of their cognitive skills.
  • 26. MAIN POINTS TO TAKE HOME Peer Assessment is a good pedagogic tool to apply in architecture classrooms. Peer assessment marks correlate highly with expert assessment. Prospect of using Peer Assessment for scalability.
  • 27. FUTURE Machine Learning for the textual analysis, summarization and marking of the students critical thought (Now professor reads all paper slips, doesn’t scale for Massive free education) Move acquisition to digital realm étoile peer assessment platform is now ready but… as seen in this case, a simple analogic works well as students use the tools they are used to (drawing pads / pens / etc…) This is a problem for Human-Computer Interface to solve in this particular contexts