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Leonardo A. Madariaga
MS Human Factors Engineering
Committee:
Daniel Hannon - Mechanical Engineering-Tufts University
Chris Rogers - Mechanical Engineering - Tufts University
Ethan Danahy - Computer Science- -Tufts University
of the physical environment
in Makerspaces:
exploratory study
Implications	
  for	
  the	
  design	
  and	
  
user	
  evaluation	
  of	
  a	
  new	
  workstation-­‐system
April 2015
Discussion
Question
Background
Method
Results
Agenda
Exploratory Study of the Physical Environment in Makerspaces: Implications for the design and
user evaluation of a new workstation-system
Problem solving and innovationBackground
Top Down
Bottom Up
People/Places
Events
Vision
Resources
Technologies
Some examplesBackground
(Photo by Jonathan Dietz, used with permission)
MIT Museum Makerspace
Background Some examples
(Photo by Jonathan Dietz, used with permission)
Malden High School
Background Some examples
(Photo by Jonathan Dietz, used with permission) NUVU Studio
Background
(Photo by Jonathan Dietz, used with permission)
Some examples
NUVU Studio
Background
(Photo by Author)
Some examples
Artisans Asylum
“Makerspacessupportlearningin
aninformal,play-focused
environmentthatcancultivatean
interestinscience,technology,
anddesign.”
Scott Nicholson, associate professor in the
School of Information Studies, Syracuse
University, NY, 2012
“Despite a flurry of interest and activity
around designing and creating
Makerspaces, we still know little about
the content and processes of learning
in Makerspaces”
Hakverson & Sheridan
HARVARD EDUCATIONAL REVIEW, 2014
Community
Shops
Library
Makerspaces
Museum
Makerspaces
Home
Shops
Hobby
Clubs
Commercial
Makerspaces Making
Educational
Makerspaces
Machine
Wood
Shops
Science
Labs
Computer
Labs
Collaborative
spaces
Video
Conference
Design
Thinking
Educational
50´s 60´s 80´s - 90´s 00´s
A brief timelineBackground
Market analysis: WorkstationsBackground
Locus
Standing Desk
US$1400
Ergotron
WorkFit-D
Sit-Stand
Desk
US$670
Jesper Office
Height-adjustable
Standing Desk
US$399
Refold
Cardboard
standing desk
$250
D-School/ Stanford University
Periodic
Table
US$493
Market analysis: Storage & Organization systemsBackground
Really Good
Student Bin
Organization
rack
US$180
i-Rover
IPT102 7
Device
Tech Cart
US$320
D-School
Stanford
University
Mobile
Storage
Unit
US$923
Copernicus
3D PRINTING
Station
US$486
Copernicus
STEM
MAKER
Station
US$599
Paper/Book Author Findings Physical Environment/Usability
The Philosophy of Educational
Makerspaces Part 1 of Making an
Educational Makerspace
Kurti, Kurti and
Flemming (2014)
Flexible by providing open spaces with elements that can capture users attention the first
time they visit a space
A Design Case Examining
Learning in the d-lab
Leigh et al. (2013)
Transparency achieved through visual and acoustical “access” to activities
Enhanced interconnectivity and socialization spaces inviting collaboration
Spatial plasticity through the movability of furnishings
A Multi-disciplinary Design
Environment
Carlson and Sullivan
(2006)
Providing team storage lockers to organize tools and projects supplies. Larger and
flexible storage areas would be desirable features.
Architectural concepts, such as flexibility and visibility, should inform most of the design
decisions of design lab.
Development of a Multidisciplinary
Engineering Learning Center
Batill and Gedde (2001)
A flexible and adaptable space. (b) Work areas and benches for project fabrication tools,
test and assembly. (c) Storage space for students (d) Movable, student operated
equipment (e) Project development and set-up area
Ergonomics product development
of a mobile workstation for health
care
Toivonen et al (2011)
Two Usability tools were used: VAS (Visual Analogue Scales) and System Usability
Scale. (SUS). (N=8)
The study was able to define 19 design criteria for improvement of the product.
A usability evaluation of
workplace-related tasks on a
multi-touch tablet computer by
adults with Down syndrome
Kumin (2012)
Well-defined tasks can be used to account for user error, time to completion and rating of
difficulty performing the task with specific devices. (N=10)
Flexibility/Mobility/Display/Storage/Project focused
Literature review
Usability testing/ Well-defined Tasks
Background
How can a Makerspace be more effective for
managing larger amounts of projects and people at
the same time?
With limited (shared) space
With limited time (class 1/class2..)
With limited number of people to manage the space
Physical
Environment
Question
Physical
Structure
Symbolic
artifacts
Physical
stimuli
Open VS Closed Offices
Sitting Vs Standing
Formal Meeting Space Vs Casual
Natural Vs Artificial Lighting
Incoming email/notes on a wall
Security signs
Smell of coffee
Color of the walls
Style of furnishing
Logotypes / Images
(Davis,	
  1984)
Observation
Workflow
& Design
Goals
Prototype
Tufts Tisch/CEEO Jumbo´s Makerstudio
/Arts & Crafts Center/
Cambridge Friends/Malden High School
Modelling a
general sequential
worklfow
Defining design goals
and specifications
DIY-Design
Experimental unit
Contrast with Market
Usability
Testing
Simulate
Set Up
Design activity
Clean Up
Storage
Method
Classroom needs / College / School
• How do people use the physical environment of Makerspaces?
• How does the physical environment help Makerspace users achieve their goals?
Qualitative	
  research	
  method,	
  such	
  as	
  shadowing	
  were	
  taken	
  into	
  account	
  for	
  note	
  taking	
  and	
  
understanding	
  actions	
  of	
  users	
  in	
  context	
  (McDonald,	
  2005)
ObservationMethod
(Photos by author)
Enter
Check on-going activities
Read announcements
Leave personal belongings
near work spot
Retrieve on-going project from
storage space
Set-up
Gather
supplies
/tools
Start
design
prototyping
Mobility
around
space
Clean-up
Leave
Functional
perimeter
with tools and
materials
Other
central
workstations
Clean work surface
Discard scrap
Recycle
Storage
Retrieve materials
Check availability of tools
Check availability of equipment
Leave on-going project and materials
in process in storage area
Bring personal belongings
Collaboration
with peers
Discussion of
problems
Sequential
Workflow
Makerspace
Usage
User
Initial concept
The on-going project is the center of the making process
Shift from “stationary tables” to a “dynamic set of surfaces”
Allow to free up space
Improve storage / organization / set up / clean up
Method
(Photos by author)
Product goals, specification and prototypingMethod
(Photos by author)
Product goals, specification and prototypingMethod
(Drawings by author)
Below Market average (US$ 642)
Cost per tray US$25
Does not consider Design/Assembly hours
Product goals, specification and prototypingMethod
Below Market average (US$ 350)
Does not consider Design/Assembly hours
(Drawings by author)
Experimental prototypeMethod
(Drawings and Photo by author)
Tray RACK
Movable Workstation
Researcher
Usability testing
Tray Rack
Materials rack
and 3D printer
Entrance
Disposal
Can
Workplace
Setting A: Baseline condition
Setting B: Experimental
Experimental layout
Method
•30 Participants (17Female/13Male)
•Age: M=24.6, SD=7.9
•18 sessions, spread over 9 days
•24 in groups of 2
•6 individually
•Performed a series of task using both
settings, two design activities
•Repeated Measures Design
(Stangor, 2004)
•System Usability Scale
(Brooke, 2996)
•User Experience Questions
(Toivonen, 2011)
Usability testingMethod
Study was approved by Tufts University Institutional Review Board Nº 1501002
Task workflow
Usability testingMethod
PredictionsMethod
Increased
System Usability Score (SUS)
Easier Storage
& Organization
Adjective	
  
scale
SUS SD
Worst	
  
Imaginable 12.5 13.1
Awful 20.3 11.3
Poor 35.7 12.6
OK 50.9 13.8
Good 71.4 11.6
Excellent 85.5 10.4
Best	
  
Imaginable 90.9 13.4
Adjective Scale
(Bangor	
  et	
  Al,	
  2009)	
  
Experimental (B)Standard (A)
Standard (A)
Experimental (B)
Faster Exit
from Makerspace
Time<4 min
Subjective Eval.Subjective Eval.
Set Up/Clean Up
Usability testingResults
Open ended answersResults
Worksurface was equal in both settings (986 sq inches)
Sitting still preferred for some detailed prototyping
Familiarity: Baseline condition is present in the majority of Makerspaces
(Coding according to Qualitative Data Analysis, Miles and Huberman, 1994)
Open ended answersResults
Lack of storage space
Shifting position
Access to power
Clean up: Male
Projector size didn´t free-up space
8%#
31%#
8%#
31%#
15%#
8%#
0%# 0%# 0%#
8%#
0%#
41%#
0%#
41%#
0%#
12%#
6%# 6%#
12%#
18%#
0%#
5%#
10%#
15%#
20%#
25%#
30%#
35%#
40%#
45%#
Lim
ited#Space#
Backpack#storage#
M
aterials#rolling#off#Shi@#posiAon#
Clean#up#
Access#to#pow
er#
Diffi
cult#collaboraAon#space#
SiI
ng#
Projector#connecAon#Projector#size#
Most%difficult%aspects%of%se0ng%A%
MALE#
FEMALE#
Results Open ended answers
Storage directly in the project-tray
Free up worksurface with small projector
Improved mobility: gather materials, supervise equipment
Device-centered users require easy access to power
Results Open ended answers
The project-tray felt “less spacious”
Middle separation was perceived as a “separator”
Standing position
The amount of devices can provoke issues with cords
15%$
8%$ 8%$ 8%$
38%$
8%$ 8%$
0%$ 0%$
8%$
0%$
35%$
12%$ 12%$
47%$
6%$
0%$
6%$ 6%$
18%$
0%$
5%$
10%$
15%$
20%$
25%$
30%$
35%$
40%$
45%$
50%$
Tangled$cords$
M
iddle$separa:on$
Needs$seat$
Tray$access$
Spaciousness$
Locking$M
echanism
$
W
eight$resistance$
SetEup$
Backpack$support$
Standing$
Most%difficult%aspects%of%se0ng%B%
MALE$
FEMALE$
Hypothesis 1: Increased Usability of the Experimental Setting (setting B)
Setting A can be qualified as between “OK” and
Good”, whereas setting B can be qualifies as between
“Good” and “Excellent”.
(Bangor et al, 2008)
Usability testingResults
Usability testingResults
Hypothesis 1: Increased Usability of the Experimental Setting (setting B)
Both groups scored setting B with significantly higher scores.
Less than 1 year: : t (15)=-3.0365, p=0.0042
More than 1 year: t (13)= -2.0812, p= 0.0289
People working individually (N=6)did not evaluate
significantly the workstation as more usable.
People working in groups (N=24) displayed
significant higher evaluation of experimental
workstation
Usability testingResults
Gender-wise difference in evaluation.
Male participants scored significantly higher the new system, t(12)=-4.6209 p= 0.0006.
Female participants didn´t reveal any difference with statistical significance, t (16)=-1.6753,
p=0.1133.
Hypothesis 1: Increased Usability of the Experimental Setting (setting B)
Usability testingResults
Nº Statement Male Female Diff.
P-value
(M diff F)
1
I think that I would like to use this system frequently. 4.54 3.94 0.597 0.0305
2
I found the system unnecessarily complex. 2.15 2.24 0.0814 0.789
3
I thought the system was easy to use. 4.31 3.76 0.5429 0.075
4
I think that I would need the support of a technical person to be able to
use this system.
1.94 1.54 0.402 0.161
5
I found the various functions in this system were well integrated 4.31 4.24 0.072 0.817
6
I thought there was too much inconsistency in this system 1.94 1.62 0.32 0.252
7
I would imagine that most people would learn to use this system very
quickly.
4.61 4.11 0.497 0.055
8
I found the system very cumbersome to use. 1.69 1.941 0.2488 0.305
9
I felt very confident using the system. 4.384 3.823 0.561 0.037
10
I needed to learn a lot of things before I could get going with this
system.
1.69 2 0.307 0.188
Hypothesis 1: Increased Usability of the Experimental Setting (setting B)
Participants within the average group (N=17) scored setting B with a higher
difference in terms of its Usability. (Makes sense: design for average)
Participant in the “extremes” (N=13) with either low or high standing elbow height
just reported a 1.1 points lower score in terms of Usability.
Usability testingResults
Hypothesis 1: Increased Usability of the Experimental Setting (setting B)
User experience: storage & organization
Hypothesis 2: Better storage and organization of projects
Expected value for the workstation system was higher than expected
(Statistically significant difference: t (29)= -16.0709, p<0.001)
No gender-wise difference in evaluation
Strong perception that the system would make it easier to store and
come back to a project
Results
User experience: storage & organization
Statistically significant , t(29)= -5.3866, p<0.001.
Positive evaluation of the user experience organization of projects
No gender-wise difference in evaluation
Results
Hypothesis 2: Better storage and organization of projects
Usability testingResults
No statistical significance in differences between timings
Set UP Clean UP
Usability testing
Is	
  it	
  faster	
  to	
  exit	
  a	
  Makerspace	
  with	
  Setting	
  B?
Significant difference between means
t(29)= -10.9958, p<0.001
Results
Results Selected quotes
	
  “I	
  really	
  liked	
  the	
  storage	
  idea.	
  For	
  many	
  Makerspaces,	
  students	
  come	
  and	
  go	
  as	
  they	
  need	
  to,	
  the	
  
hours	
  are	
  less	
  regular.	
  It's	
  so	
  crucial	
  to	
  have	
  a	
  place	
  that	
  is	
  all	
  my	
  own	
  that	
  I	
  can	
  access	
  very	
  quickly	
  
and	
  easily.	
  Having	
  the	
  shelves	
  turn	
  into	
  work	
  stations	
  is	
  a	
  great	
  solution	
  to	
  that.	
  	
  /	
  	
  /	
  Also,	
  in	
  this	
  
environment,	
  when	
  a	
  maker	
  is	
  moving	
  from	
  machine	
  to	
  machine	
  or	
  back	
  to	
  their	
  computer	
  for	
  
adjustments	
  or	
  checking	
  the	
  various	
  projects	
  going	
  on,	
  they	
  are	
  very	
  active.	
  It	
  is	
  much	
  more	
  practical	
  
to	
  be	
  standing	
  up	
  at	
  the	
  standing	
  up	
  at	
  the	
  workstation	
  so	
  moving	
  around	
  and	
  switching	
  tasks	
  is	
  
easier”
Valued	
  aspects:	
  	
  Storage/Mobility/Standing/Projector	
  size	
  and	
  loca6on
Usability study met expectations. Further research is needed to understand why female scores did
not display significant differences. Adoption rate of the new workstation could be more dynamic, not
depending on the level of expertise.
Set up and clean up times did not display significant differences, although subjective perception
supports the idea that exit can be faster, storage and organization easier.
Sense of spaciousness was lower in experimental setting, even though both work areas were the
same.The presence of “edges” and “central division” is probably related to this
MostValued aspects:
Mobility in the Makerspace:The project-tray decompresses the central zones allowing users to
move around using a functional perimeter.
Storage and organization of materials and projects: During the design and prototyping process
materials and/or projects won´t get mixed up, because the project-tray allows each user to
manage his/her own working surface.
Results Summary
Simplification of the design task due to: time constraints of the experiment, fixed set
of materials.
Results Limitations
Carryover effects: Difficult to isolate influences over users when they used one
setting and then the other
Practice and fatigue: Continuous assessment in a limited period of time
Define tasks that necessarily require the use of different sizes of materials
Usability evaluation just after testing each setting / Think aloud
Discussion
Developed a design for workstation-system based on current observation
of workflow and needs in educational makerspaces
Tested an experimental method comprised of repetitive tasks related to
Makerspace operation.
No previous findings related to clean up, set up and storage tasks when
using workstations.
Replicate the study with different type of seats
Compare workstation performance against other commercially available
standing workstations (adjustable and non-adjustable)
Survey: Perceived usefulness and limitations among teachers
Acknowledgements
Friends
Committee
Family
CEEO Administrative Staff
Graduate Students
Participants
Questions?
Leonardo Madariaga
leonardo.madariaga@tufts.edu
MS Human Factors Engineering
Advisor: Daniel J.Hannon
Tufts University
Department of Mechanical Engineering
April 2015
of the physical environment
in Makerspaces:exploratory study
Implications	
  for	
  the	
  design	
  and	
  
user	
  evaluation	
  of	
  a	
  new	
  workstation-­‐system

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USABILITY STUDY

  • 1. Leonardo A. Madariaga MS Human Factors Engineering Committee: Daniel Hannon - Mechanical Engineering-Tufts University Chris Rogers - Mechanical Engineering - Tufts University Ethan Danahy - Computer Science- -Tufts University of the physical environment in Makerspaces: exploratory study Implications  for  the  design  and   user  evaluation  of  a  new  workstation-­‐system April 2015
  • 2. Discussion Question Background Method Results Agenda Exploratory Study of the Physical Environment in Makerspaces: Implications for the design and user evaluation of a new workstation-system
  • 3. Problem solving and innovationBackground Top Down Bottom Up People/Places Events Vision Resources Technologies
  • 4. Some examplesBackground (Photo by Jonathan Dietz, used with permission) MIT Museum Makerspace
  • 5. Background Some examples (Photo by Jonathan Dietz, used with permission) Malden High School
  • 6. Background Some examples (Photo by Jonathan Dietz, used with permission) NUVU Studio
  • 7. Background (Photo by Jonathan Dietz, used with permission) Some examples NUVU Studio
  • 8. Background (Photo by Author) Some examples Artisans Asylum
  • 9. “Makerspacessupportlearningin aninformal,play-focused environmentthatcancultivatean interestinscience,technology, anddesign.” Scott Nicholson, associate professor in the School of Information Studies, Syracuse University, NY, 2012 “Despite a flurry of interest and activity around designing and creating Makerspaces, we still know little about the content and processes of learning in Makerspaces” Hakverson & Sheridan HARVARD EDUCATIONAL REVIEW, 2014 Community Shops Library Makerspaces Museum Makerspaces Home Shops Hobby Clubs Commercial Makerspaces Making Educational Makerspaces Machine Wood Shops Science Labs Computer Labs Collaborative spaces Video Conference Design Thinking Educational 50´s 60´s 80´s - 90´s 00´s A brief timelineBackground
  • 10. Market analysis: WorkstationsBackground Locus Standing Desk US$1400 Ergotron WorkFit-D Sit-Stand Desk US$670 Jesper Office Height-adjustable Standing Desk US$399 Refold Cardboard standing desk $250 D-School/ Stanford University Periodic Table US$493
  • 11. Market analysis: Storage & Organization systemsBackground Really Good Student Bin Organization rack US$180 i-Rover IPT102 7 Device Tech Cart US$320 D-School Stanford University Mobile Storage Unit US$923 Copernicus 3D PRINTING Station US$486 Copernicus STEM MAKER Station US$599
  • 12. Paper/Book Author Findings Physical Environment/Usability The Philosophy of Educational Makerspaces Part 1 of Making an Educational Makerspace Kurti, Kurti and Flemming (2014) Flexible by providing open spaces with elements that can capture users attention the first time they visit a space A Design Case Examining Learning in the d-lab Leigh et al. (2013) Transparency achieved through visual and acoustical “access” to activities Enhanced interconnectivity and socialization spaces inviting collaboration Spatial plasticity through the movability of furnishings A Multi-disciplinary Design Environment Carlson and Sullivan (2006) Providing team storage lockers to organize tools and projects supplies. Larger and flexible storage areas would be desirable features. Architectural concepts, such as flexibility and visibility, should inform most of the design decisions of design lab. Development of a Multidisciplinary Engineering Learning Center Batill and Gedde (2001) A flexible and adaptable space. (b) Work areas and benches for project fabrication tools, test and assembly. (c) Storage space for students (d) Movable, student operated equipment (e) Project development and set-up area Ergonomics product development of a mobile workstation for health care Toivonen et al (2011) Two Usability tools were used: VAS (Visual Analogue Scales) and System Usability Scale. (SUS). (N=8) The study was able to define 19 design criteria for improvement of the product. A usability evaluation of workplace-related tasks on a multi-touch tablet computer by adults with Down syndrome Kumin (2012) Well-defined tasks can be used to account for user error, time to completion and rating of difficulty performing the task with specific devices. (N=10) Flexibility/Mobility/Display/Storage/Project focused Literature review Usability testing/ Well-defined Tasks Background
  • 13. How can a Makerspace be more effective for managing larger amounts of projects and people at the same time? With limited (shared) space With limited time (class 1/class2..) With limited number of people to manage the space Physical Environment Question Physical Structure Symbolic artifacts Physical stimuli Open VS Closed Offices Sitting Vs Standing Formal Meeting Space Vs Casual Natural Vs Artificial Lighting Incoming email/notes on a wall Security signs Smell of coffee Color of the walls Style of furnishing Logotypes / Images (Davis,  1984)
  • 14. Observation Workflow & Design Goals Prototype Tufts Tisch/CEEO Jumbo´s Makerstudio /Arts & Crafts Center/ Cambridge Friends/Malden High School Modelling a general sequential worklfow Defining design goals and specifications DIY-Design Experimental unit Contrast with Market Usability Testing Simulate Set Up Design activity Clean Up Storage Method Classroom needs / College / School
  • 15. • How do people use the physical environment of Makerspaces? • How does the physical environment help Makerspace users achieve their goals? Qualitative  research  method,  such  as  shadowing  were  taken  into  account  for  note  taking  and   understanding  actions  of  users  in  context  (McDonald,  2005) ObservationMethod (Photos by author)
  • 16. Enter Check on-going activities Read announcements Leave personal belongings near work spot Retrieve on-going project from storage space Set-up Gather supplies /tools Start design prototyping Mobility around space Clean-up Leave Functional perimeter with tools and materials Other central workstations Clean work surface Discard scrap Recycle Storage Retrieve materials Check availability of tools Check availability of equipment Leave on-going project and materials in process in storage area Bring personal belongings Collaboration with peers Discussion of problems Sequential Workflow Makerspace Usage User
  • 17. Initial concept The on-going project is the center of the making process Shift from “stationary tables” to a “dynamic set of surfaces” Allow to free up space Improve storage / organization / set up / clean up Method (Photos by author)
  • 18. Product goals, specification and prototypingMethod (Photos by author)
  • 19. Product goals, specification and prototypingMethod (Drawings by author) Below Market average (US$ 642) Cost per tray US$25 Does not consider Design/Assembly hours
  • 20. Product goals, specification and prototypingMethod Below Market average (US$ 350) Does not consider Design/Assembly hours (Drawings by author)
  • 21. Experimental prototypeMethod (Drawings and Photo by author) Tray RACK Movable Workstation
  • 22. Researcher Usability testing Tray Rack Materials rack and 3D printer Entrance Disposal Can Workplace Setting A: Baseline condition Setting B: Experimental Experimental layout Method
  • 23. •30 Participants (17Female/13Male) •Age: M=24.6, SD=7.9 •18 sessions, spread over 9 days •24 in groups of 2 •6 individually •Performed a series of task using both settings, two design activities •Repeated Measures Design (Stangor, 2004) •System Usability Scale (Brooke, 2996) •User Experience Questions (Toivonen, 2011) Usability testingMethod Study was approved by Tufts University Institutional Review Board Nº 1501002
  • 25. PredictionsMethod Increased System Usability Score (SUS) Easier Storage & Organization Adjective   scale SUS SD Worst   Imaginable 12.5 13.1 Awful 20.3 11.3 Poor 35.7 12.6 OK 50.9 13.8 Good 71.4 11.6 Excellent 85.5 10.4 Best   Imaginable 90.9 13.4 Adjective Scale (Bangor  et  Al,  2009)   Experimental (B)Standard (A) Standard (A) Experimental (B) Faster Exit from Makerspace Time<4 min Subjective Eval.Subjective Eval. Set Up/Clean Up
  • 27. Open ended answersResults Worksurface was equal in both settings (986 sq inches) Sitting still preferred for some detailed prototyping Familiarity: Baseline condition is present in the majority of Makerspaces (Coding according to Qualitative Data Analysis, Miles and Huberman, 1994)
  • 28. Open ended answersResults Lack of storage space Shifting position Access to power Clean up: Male Projector size didn´t free-up space 8%# 31%# 8%# 31%# 15%# 8%# 0%# 0%# 0%# 8%# 0%# 41%# 0%# 41%# 0%# 12%# 6%# 6%# 12%# 18%# 0%# 5%# 10%# 15%# 20%# 25%# 30%# 35%# 40%# 45%# Lim ited#Space# Backpack#storage# M aterials#rolling#off#Shi@#posiAon# Clean#up# Access#to#pow er# Diffi cult#collaboraAon#space# SiI ng# Projector#connecAon#Projector#size# Most%difficult%aspects%of%se0ng%A% MALE# FEMALE#
  • 29. Results Open ended answers Storage directly in the project-tray Free up worksurface with small projector Improved mobility: gather materials, supervise equipment Device-centered users require easy access to power
  • 30. Results Open ended answers The project-tray felt “less spacious” Middle separation was perceived as a “separator” Standing position The amount of devices can provoke issues with cords 15%$ 8%$ 8%$ 8%$ 38%$ 8%$ 8%$ 0%$ 0%$ 8%$ 0%$ 35%$ 12%$ 12%$ 47%$ 6%$ 0%$ 6%$ 6%$ 18%$ 0%$ 5%$ 10%$ 15%$ 20%$ 25%$ 30%$ 35%$ 40%$ 45%$ 50%$ Tangled$cords$ M iddle$separa:on$ Needs$seat$ Tray$access$ Spaciousness$ Locking$M echanism $ W eight$resistance$ SetEup$ Backpack$support$ Standing$ Most%difficult%aspects%of%se0ng%B% MALE$ FEMALE$
  • 31. Hypothesis 1: Increased Usability of the Experimental Setting (setting B) Setting A can be qualified as between “OK” and Good”, whereas setting B can be qualifies as between “Good” and “Excellent”. (Bangor et al, 2008) Usability testingResults
  • 32. Usability testingResults Hypothesis 1: Increased Usability of the Experimental Setting (setting B) Both groups scored setting B with significantly higher scores. Less than 1 year: : t (15)=-3.0365, p=0.0042 More than 1 year: t (13)= -2.0812, p= 0.0289 People working individually (N=6)did not evaluate significantly the workstation as more usable. People working in groups (N=24) displayed significant higher evaluation of experimental workstation
  • 33. Usability testingResults Gender-wise difference in evaluation. Male participants scored significantly higher the new system, t(12)=-4.6209 p= 0.0006. Female participants didn´t reveal any difference with statistical significance, t (16)=-1.6753, p=0.1133. Hypothesis 1: Increased Usability of the Experimental Setting (setting B)
  • 34. Usability testingResults Nº Statement Male Female Diff. P-value (M diff F) 1 I think that I would like to use this system frequently. 4.54 3.94 0.597 0.0305 2 I found the system unnecessarily complex. 2.15 2.24 0.0814 0.789 3 I thought the system was easy to use. 4.31 3.76 0.5429 0.075 4 I think that I would need the support of a technical person to be able to use this system. 1.94 1.54 0.402 0.161 5 I found the various functions in this system were well integrated 4.31 4.24 0.072 0.817 6 I thought there was too much inconsistency in this system 1.94 1.62 0.32 0.252 7 I would imagine that most people would learn to use this system very quickly. 4.61 4.11 0.497 0.055 8 I found the system very cumbersome to use. 1.69 1.941 0.2488 0.305 9 I felt very confident using the system. 4.384 3.823 0.561 0.037 10 I needed to learn a lot of things before I could get going with this system. 1.69 2 0.307 0.188 Hypothesis 1: Increased Usability of the Experimental Setting (setting B)
  • 35. Participants within the average group (N=17) scored setting B with a higher difference in terms of its Usability. (Makes sense: design for average) Participant in the “extremes” (N=13) with either low or high standing elbow height just reported a 1.1 points lower score in terms of Usability. Usability testingResults Hypothesis 1: Increased Usability of the Experimental Setting (setting B)
  • 36. User experience: storage & organization Hypothesis 2: Better storage and organization of projects Expected value for the workstation system was higher than expected (Statistically significant difference: t (29)= -16.0709, p<0.001) No gender-wise difference in evaluation Strong perception that the system would make it easier to store and come back to a project Results
  • 37. User experience: storage & organization Statistically significant , t(29)= -5.3866, p<0.001. Positive evaluation of the user experience organization of projects No gender-wise difference in evaluation Results Hypothesis 2: Better storage and organization of projects
  • 38. Usability testingResults No statistical significance in differences between timings Set UP Clean UP
  • 39. Usability testing Is  it  faster  to  exit  a  Makerspace  with  Setting  B? Significant difference between means t(29)= -10.9958, p<0.001 Results
  • 40. Results Selected quotes  “I  really  liked  the  storage  idea.  For  many  Makerspaces,  students  come  and  go  as  they  need  to,  the   hours  are  less  regular.  It's  so  crucial  to  have  a  place  that  is  all  my  own  that  I  can  access  very  quickly   and  easily.  Having  the  shelves  turn  into  work  stations  is  a  great  solution  to  that.    /    /  Also,  in  this   environment,  when  a  maker  is  moving  from  machine  to  machine  or  back  to  their  computer  for   adjustments  or  checking  the  various  projects  going  on,  they  are  very  active.  It  is  much  more  practical   to  be  standing  up  at  the  standing  up  at  the  workstation  so  moving  around  and  switching  tasks  is   easier” Valued  aspects:    Storage/Mobility/Standing/Projector  size  and  loca6on
  • 41. Usability study met expectations. Further research is needed to understand why female scores did not display significant differences. Adoption rate of the new workstation could be more dynamic, not depending on the level of expertise. Set up and clean up times did not display significant differences, although subjective perception supports the idea that exit can be faster, storage and organization easier. Sense of spaciousness was lower in experimental setting, even though both work areas were the same.The presence of “edges” and “central division” is probably related to this MostValued aspects: Mobility in the Makerspace:The project-tray decompresses the central zones allowing users to move around using a functional perimeter. Storage and organization of materials and projects: During the design and prototyping process materials and/or projects won´t get mixed up, because the project-tray allows each user to manage his/her own working surface. Results Summary
  • 42. Simplification of the design task due to: time constraints of the experiment, fixed set of materials. Results Limitations Carryover effects: Difficult to isolate influences over users when they used one setting and then the other Practice and fatigue: Continuous assessment in a limited period of time Define tasks that necessarily require the use of different sizes of materials Usability evaluation just after testing each setting / Think aloud
  • 43. Discussion Developed a design for workstation-system based on current observation of workflow and needs in educational makerspaces Tested an experimental method comprised of repetitive tasks related to Makerspace operation. No previous findings related to clean up, set up and storage tasks when using workstations. Replicate the study with different type of seats Compare workstation performance against other commercially available standing workstations (adjustable and non-adjustable) Survey: Perceived usefulness and limitations among teachers
  • 45. Questions? Leonardo Madariaga leonardo.madariaga@tufts.edu MS Human Factors Engineering Advisor: Daniel J.Hannon Tufts University Department of Mechanical Engineering April 2015 of the physical environment in Makerspaces:exploratory study Implications  for  the  design  and   user  evaluation  of  a  new  workstation-­‐system