Information is transferred through a process consisting of an information source, a transmitter, a channel, a receiver, and its destination. Unfortunately, during the engineering design process, there is a risk of a design idea or solution being incorrectly transferred and interpreted due to the nonlinearity of the process, and many ways to communicate and disseminate ideas or solutions. The objective of this work is to explore the amount of relevant design information transmitted by different idea dissemination methods and how the receiver's familiarity with the idea impacts the effectiveness of the methods. First, this work explores the advantages and disadvantages of different dissemination methods in engineering design. Next, an experiment is conducted with engineering and nonengineering participants in order to quantify the information transmitted by different idea dissemination methods. This work also quantifies the effect that receivers' familiarity with a design artifact has on the amount of information transmitted by different dissemination methods. Finally, the results obtained from the experiments are compared with a previous theoretical model for validation. The results indicate that while certain methods are perceived as more informative and are able to convey more information than others (e.g., linguistic textual description versus virtual three-dimensional (3D) models), the effectiveness of the methods depends on a receiver's familiarity with the ideas being transmitted. Knowledge gained from this work can aid designers in selecting a suitable dissemination method needed to effectively communicate ideas and achieve a design solution.

References

1.
Muszynska
,
M.
,
Dermol
,
K.
,
Trunk
,
V.
,
Ðakovic
,
A.
, and
Smrkolj
,
G.
,
2015
, “
Communication Management in Project Teams–Practices and Patterns
,”
MakeLearn and Technology, Innovation and Industrial Management Joint International Conference
, Bari, Italy, May 27–29, pp.
1359
1366
.https://econpapers.repec.org/bookchap/tkpmklp15/1369-1366.htm
2.
Robison
,
W.
,
2002
, “
Representation and Misrepresentation: Tufte and the Morton Thiokol Engineers on the Challenger
,”
Sci. Eng. Ethics
,
8
(
1
), pp.
59
81
.
3.
Shannon
,
C. E.
,
2001
, “
A Mathematical Theory of Communication
,”
ACM SIGMOBILE Mob. Comput. Commun. Rev.
,
5
(
1
), pp.
3
55
.
4.
Shannon
,
C. E.
, and
Weaver
,
W.
,
1964
,
The Mathematical Theory of Communication
, 1st ed., University of Illinois Press, Champaign, IL.
5.
Daft
,
R. L.
,
Lengel
,
R. H.
, and
Trevino
,
L. K.
,
1987
, “
Message Equivocality, Media Selection, and Manager Performance: Implications for Information Systems
,”
MIS Q.
,
11
(
3
), pp.
355
366
.
6.
Macomber
,
B.
, and
Yang
,
M. C.
,
2011
, “
The Role of Sketch Finish and Style in User Responses to Early Stage Design Concepts
,”
ASME
Paper No. DETC2011-48714
.
7.
Monica
,
B.
, and
Cugini
,
U.
,
2010
, “
The Role of Designer-Customer Collaboration for Product Customization and Assessment
,”
ASME
Paper No. DETC2010-28812.
8.
den Otter
,
A.
, and
Emmitt
,
S.
,
2007
, “
Exploring Effectiveness of Team Communication
,”
Eng. Constr. Archit. Manag.
,
14
(
5
), pp.
408
419
.
9.
Hao
,
Y.
,
Chen
,
P.
, and
Luo
,
M.
,
2011
, “
A Study of Design Team Management Based on Communication and Cooperation
,”
Communications in Computer and Information Science
, Vol. 211, pp. 212–218.
10.
Kornish
,
L. J.
, and
Hutchison-Krupat
,
J.
,
2017
, “
Research on Idea Generation and Selection: Implications for Management of Technology
,”
Prod. Oper. Manag.
,
26
(
4
), pp.
633
651
.
11.
Wooten
,
J. O.
, and
Ulrich
,
K. T.
,
2017
, “
Idea Generation and the Role of Feedback: Evidence From Field Experiments With Innovation Tournaments
,”
Prod. Oper. Manag.
,
26
(
1
), pp.
80
99
.
12.
Owen
,
R.
, and
Horváth
,
I.
,
2002
, “
Towards Product-Related Knowledge Asset Warehousing in Enterprises
,”
Fourth International Symposium on Tools and Methods of Competitive Engineering (TMCE)
, Wuhan, China, Apr. 22–26, pp.
155
170
.
13.
Russ
,
G. S.
,
Daft
,
R. L.
, and
Lengel
,
R. H.
,
1990
, “
Media Selection and Managerial Characteristics in Organizational Communications
,”
Manage. Commun. Q.
,
4
(
2
), pp.
151
175
.
14.
Calvo
,
R. A.
, and
Mac Kim
,
S.
,
2013
, “
Emotions in Text: Dimensional and Categorical Models
,”
Comput. Intell.
,
29
(
3
), pp.
527
543
.
15.
Montoya
,
M. M.
,
Massey
,
A. P.
,
Hung
,
Y.-T. C.
, and
Crisp
,
C. B.
,
2009
, “
Can You Hear Me Now? Communication in Virtual Product Development Teams
,”
J. Prod. Innovation Manage.
,
26
(
2
), pp.
139
155
.
16.
Ocker
,
R.
,
Fjermestad
,
J.
,
Hiltz
,
S. R.
, and
Johnson
,
K.
,
1998
, “
Effects of Four Modes of Group Communication on the Outcomes of Software Requirements Determination
,”
J. Manage. Inf. Syst.
,
15
(
1
), pp.
99
118
.
17.
Horst
,
W. J. R.
, and
Webber
,
M. M.
,
1973
, “
Dilemmas in a General Theory of Planning
,”
Policy Sci.
,
4
(
4
), pp.
155
169
.
18.
Melnik
,
G.
, and
Maurer
,
F.
,
2004
, “
Direct Verbal Communication as a Catalyst of Agile Knowledge Sharing
,”
Agile Development Conference (ADC 2004)
, Salt Lake City, UT, June 22–26, pp.
21
31
.
19.
Ladd
,
D. R.
,
Akmajian
,
A.
,
Demers
,
R. A.
,
Harnish
,
R. M.
, and
Esau
,
H.
,
1982
,
Linguistics: An Introduction to Language and Communication
, Vol. 58, MIT Press, Cambridge, MA.
20.
Brandinnonte
,
M. A.
, and
Gerbino
,
W.
,
1996
, “
When Imagery Fails: Effects of Verbal Recoding on Accessibility of Visual Memories
,”
Stretching the Imagination: Representation and Transformation in Mental Imagery
, pp. 31–76.
21.
Sagan
,
E.
, and
Yang
,
M.
,
2012
, “
Perception and Interpretation: Points of Focus in Design Sketches
,”
ASME
Paper No. DETC2012-71345.
22.
Robbins
,
E.
, and
Cullinan
,
E.
,
1994
,
Why Architects Draw
,
MIT Press
, Cambridge, MA.
23.
Goel
,
V.
,
1995
,
Sketches of Thought
,
MIT Press
, Cambridge, MA.
24.
Robertson
,
B. F.
, and
Radcliffe
,
D. F.
,
2009
, “
Impact of CAD Tools on Creative Problem Solving in Engineering Design
,”
Comput. Des.
,
41
(
3
), pp.
136
146
.
25.
Suwa
,
M.
,
Gero
,
J.
, and
Purcell
,
T.
,
1999
, “
Unexpected Discoveries: How Designers Discover Hidden Features in Sketches
,”
Visual Spatial Reasoning in Design
, Vol.
99
, Key Centre of Design Computing and Cognition, University of Sydney, Sydney, Australia.
26.
Suwa
,
M.
, and
Tversky
,
B.
,
1997
, “
What Do Architects and Students Perceive in Their Design Sketches? A Protocol Analysis
,”
Des. Stud.
,
18
(
4
), pp.
385
403
.
27.
Schön
,
D. A.
,
1987
,
Educating the Reflective Practitioner: Toward a New Design for Teaching and Learning in the Professions
,
Jossey-Bass
, San Francisco, CA.
28.
Chandrasegaran
,
S.
,
Ramanujan
,
D.
, and
Elmqvist
,
N.
,
2018
, “
How Do Sketching and Non-Sketching Actions Convey Design Intent?
,”
Designing Interactive Systems Conference (DIS '18)
, Hong Kong, China, June 9–13, pp.
373
385
.
29.
McKoy
,
F. L.
,
Vargas-Hernández
,
N.
,
Summers
,
J. D.
, and
Shah
,
J. J.
,
2001
, “
Influence of Design Representation on Effectiveness of Idea Generation
,”
ASME
Paper No. DETC01/DTM-21685.
30.
Kazi
,
R. H.
,
Grossman
,
T.
,
Cheong
,
H.
,
Hashemi
,
A.
, and
Fitzmaurice
,
G.
,
2017
, “
DreamSketch
,”
30th Annual ACM Symposium on User Interface Software and Technology (UIST '17)
, Quebec City, QC, Canada, Oct. 22–25, pp.
401
414
.
31.
Shah
,
J. J.
,
Vargas‐Hernandez
,
N. O. E.
,
Summers
,
J. D.
, and
Kulkarni
,
S.
,
2001
, “
Collaborative Sketching (C‐Sketch)—An Idea Generation Technique for Engineering Design
,”
J. Creat. Behav.
,
35
(
3
), pp.
168
198
.
32.
Pu
,
J.
, and
Ramani
,
K.
,
2006
, “
A New Design Paradigm Based on Sketch and Retrieval
,”
ASME
Paper No. DETC2006-99381.
33.
Pei
,
E.
,
Campbell
,
I.
, and
Evans
,
M.
,
2011
, “
A Taxonomic Classification of Visual Design Representations Used by Industrial Designers and Engineering Designers
,”
Des. J.
,
14
(
1
), pp.
64
91
.
34.
Van Der Lugt
,
R.
,
2005
, “
How Sketching Can Affect the Idea Generation Process in Design Group Meetings
,”
Des. Stud.
,
26
(
2
), pp.
101
112
.
35.
McGown
,
A.
,
Green
,
G.
, and
Rodgers
,
P. A.
,
1998
, “
Visible Ideas: Information Patterns of Conceptual Sketch Activity
,”
Des. Stud.
,
19
(
4
), pp.
431
453
.
36.
Rodgers
,
P. A.
,
Green
,
G.
, and
McGown
,
A.
,
2000
, “
Using Concept Sketches to Track Design Progress
,”
Des. Stud.
,
21
(
5
), pp.
451
464
.
37.
Dieter
,
G. E.
,
2000
,
Engineering Design: A Materials and Processing Approach. McGraw
,
Hill Publishers
,
New York
.
38.
Hannah
,
R.
,
Joshi
,
S.
, and
Summers
,
J. D.
,
2012
, “
A User Study of Interpretability of Engineering Design Representations
,”
J. Eng. Des.
,
23
(
6
), pp.
443
468
.
39.
Ullman
,
D. G.
,
Wood
,
S.
, and
Craig
,
D.
,
1990
, “
The Importance of Drawing in the Mechanical Design Process
,”
Comput. Graphics
,
14
(
2
), pp.
263
274
.
40.
Hanks
,
K.
, and
Belliston
,
L.
,
2006
,
Rapid Viz: A New Method for the Rapid Visualization of Ideas
, Thomson Course Technology PTR, Boston, MA.
41.
McKim
,
R.
,
1980
,
Experiences in Visual Thinking
,
Wadsworth
,
Belmont, CA
.
42.
Newell
,
A.
, and
Simon
,
H. A.
,
1972
,
Human Problem Solving
, Vol.
104
,
Prentice Hall
,
Upper Saddle River, NJ
.
43.
Kavakli
,
M.
,
Scrivener
,
S. A.
, and
Ball
,
L. J.
,
1998
, “
Structure in Idea Sketching Behaviour
,”
Des. Stud.
,
19
(
4
), pp.
485
517
.
44.
Birmingham
,
R.
,
1997
,
Understanding Engineering Design: Context, Theory and Practice
,
Prentice Hall PTR
, Upper Saddle River, NJ.
45.
Larkin
,
J. H.
, and
Simon
,
H. A.
,
1987
, “
Why a Diagram is (Sometimes) Worth Ten Thousand Words
,”
Cognit. Sci.
,
11
(
1
), pp.
65
100
.
46.
Cory
,
C. A.
,
2001
, “
Utilization of 2D, 3D, or 4D CAD in Construction Communication Documentation
,”
Fifth International Conference on Information Visualisation
, London, July 25–27, pp.
219
224
.
47.
Ferguson
,
E. S.
,
1994
,
Engineering and the Mind's Eye
,
MIT Press
, Cambridge, MA.
48.
Vogel
,
D.
, and
Nunamaker
,
J.
,
1990
, “
Group Decision Support System Impact: Multi-Methodological Exploration
,”
Inf. Manage.
,
18
(
1
), pp.
15
28
.
49.
Zhou
,
W.
,
Simpson
,
E.
, and
Domizi
,
D. P.
,
2012
, “
Google Docs in an Out-of-Class Collaborative Writing Activity
,”
Int. J. Teach. Learn. Higher Educ.
,
24
(
3
), pp.
359
375
.https://files.eric.ed.gov/fulltext/EJ1000688.pdf
50.
Burnap
,
A.
,
Lui
,
Y.
,
Pan
,
Y.
,
Lee
,
H.
,
Gonzalez
,
R.
, and
Papalambros
,
P.
,
2016
, “
Estimating and Exploring the Product Form Design Space Using Deep Generative Models
,”
ASME
Paper No. DETC2016-60091
.
51.
Dosovitskiy
,
A.
,
Springenberg
,
J. T.
,
Tatarchenko
,
M.
, and
Brox
,
T.
,
2017
, “
Learning to Generate Chairs, Tables and Cars With Convolutional Networks
,”
IEEE Trans. Pattern Anal. Mach. Intell.
,
39
(
4
), pp.
692
705
.
52.
Dering
,
M. L.
, and
Tucker
,
C. S.
,
2017
, “
Generative Adversarial Networks for Increasing the Veracity of Big Data
,”
IEEE International Conference on Big Data (Big Data)
, Boston, MA, Dec. 11–14, pp.
2595
2602
.
53.
Dering
,
M. L.
,
Cunningham
,
J.
,
Desai
,
R.
,
Yukish
,
M.
,
Simpson
,
T. W.
, and
Tucker
,
C. S.
,
2018
, “
A Physics-Based Virtual Environment for Enhancing the Quality of Deep Generative Designs
,”
ASME
Paper No. DETC2018-86333
.
54.
Liapis
,
A.
,
Yannakakis
,
G. N.
,
Alexopoulos
,
C.
, and
Lopes
,
P.
,
2016
, “
Can Computers Foster Human User's Creativity? Theory and Practice of Mixed-Initiative Co-Creativity
,”
Digital Cult. Educ.
,
8
(
2
), pp.
136
153
.http://www.digitalcultureandeducation.com/cms/wp-content/uploads/2016/07/liapis-2.pdf
55.
Lopez
,
C. S.
, and
Tucker
,
C. E.
,
2018
, “
Human Validation of Computer Vs Human Generated Design Sketches
,”
ASME
Paper No. DETC2018-85698.
56.
Ibrahim
,
R.
, and
Rahimian
,
F. P.
,
2010
, “
Comparison of CAD and Manual Sketching Tools for Teaching Architectural Design
,”
Autom. Constr.
,
19
(
8
), pp.
978
987
.
57.
Chandrasegaran
,
S. K.
,
Ramani
,
K.
,
Sriram
,
R. D.
,
Horváth,
,
I.
,
Bernard
,
A.
,
Harik
,
R. F.
, and
Gao
,
W.
,
2013
, “
The Evolution, Challenges, and Future of Knowledge Representation in Product Design Systems
,”
Comput. Des.
,
45
(
2
), pp.
204
228
.
58.
AutoCad,
2018
, “
CAD Design Software
,” accessed Nov. 12, 2018, https://www.autodesk.co.uk/solutions/cad-design
59.
Ye
,
X.
,
Peng
,
W.
,
Chen
,
Z.
, and
Cai
,
Y.-Y.
,
2004
, “
Today's Students, Tomorrow's Engineers: An Industrial Perspective on CAD Education
,”
Comput. Des.
,
36
(
14
), pp.
1451
1460
.
60.
Pan
,
Z.
,
Wang
,
X.
,
Teng
,
R.
, and
Cao
,
X.
, 2016, “
Computer-Aided Design-While-Engineering Technology in Top-Down Modeling of Mechanical Product
,”
Comput. Ind.
,
75
, pp. 151–161.
61.
Olsen
,
L.
,
Samavati
,
F. F.
,
Sousa
,
M. C.
, and
Jorge
,
J. A.
,
2009
, “
Sketch-Based Modeling: A Survey
,”
Comput. Graph.
,
33
(
1
), pp.
85
103
.
62.
Arora
,
R.
,
Kazi
,
R. H.
,
Grossman
,
T.
,
Fitzmaurice
,
G.
, and
Singh
,
K.
,
2018
, “
SymbiosisSketch: Combining 2D & 3D Sketching for Designing Detailed 3D Objects In Situ
,”
SIGCHI Conference on Human Factors in Computing Systems (CHI '18)
, Montreal, QC, Canada, Apr. 21–26, pp.
1
15
.
63.
Attia
,
S. G.
, and
De Herde
,
A.
,
2011
, “
Early Design Simulation Tools for Net Zero Energy Buildings: A Comparison of Ten Tools
,”
Building Simulation 2011: 12th Conference of International Building Performance Simulation Association
, Sydney, Australia, Nov. 14–16, pp.
94
101
.http://ibpsa.org/proceedings/BS2011/P_1148.pdf
64.
Baba
,
Y.
, and
Nobeoka
,
K.
,
1998
, “
Towards Knowledge-Based Product Development: The 3-D CAD Model of Knowledge Creation
,”
Res. Policy
,
26
(
6
), pp.
643
659
.
65.
Robertson
,
D.
, and
Allen
,
T. J.
,
1993
, “
CAD System Use and Engineering Performance
,”
IEEE Trans. Eng. Manage.
,
40
(
3
), pp.
274
282
.
66.
Tovey
,
M.
,
Porter
,
S.
, and
Newman
,
R.
,
2003
, “
Sketching, Concept Development and Automotive Design
,”
Des. Stud.
,
24
(
2
), pp.
135
153
.
67.
Salzman
,
H.
,
1989
, “
Computer-Aided Design: Limitations in Automating Design and Drafting
,”
IEEE Trans. Eng. Manage.
,
36
(
4
), pp.
252
261
.
68.
Hamade
,
R. F.
,
Artail
,
H. A.
, and
Jaber
,
M. Y.
,
2007
, “
Evaluating the Learning Process of Mechanical CAD Students
,”
Comput. Educ.
,
49
(
3
), pp.
640
661
.
69.
Do
,
E. Y.-L.
,
Gross
,
M. D.
,
Neiman
,
B.
, and
Zimring
,
C.
,
2000
, “
Intentions in and Relations Among Design Drawings
,”
Des. Stud.
,
21
(
5
), pp.
483
503
.
70.
Hand
,
C.
,
1997
, “
A Survey of 3D Interaction Techniques
,”
Comput. Graphics Forum
,
16
(
5
), pp.
269
281
.
71.
Dering
,
M. L.
, and
Tucker
,
C. S.
,
2017
, “
A Convolutional Neural Network Model for Predicting a Product's Function, Given Its Form
,”
ASME J. Mech. Des.
,
139
(
11
), p.
111408
.
72.
Rosenman
,
M. A.
, and
Gero
,
J. S.
,
1996
, “
Modelling Multiple Views of Design Objects in a Collaborative CAD Environment
,”
Comput. Des.
,
28
(
3
), pp.
193
205
.
73.
Chen
,
L.
,
Song
,
Z. J.
, and
Liavas
,
B.
,
2001
, “
Exploration of a Multi-User Collaborative Assembly Environment on the Internet: A Case Study
,”
ASME
Paper No. DETC2001/CIE-21291.
http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.90.2656&rep=rep1&type=pdf
74.
Chen
,
L.
,
Song
,
Z.
, and
Liavas
,
B.
,
2002
, “
Master Assembly Model for Real-Time Multi-User Collaborative Assembly Modeling on the Internet
,”
ASME
Paper No. DETC2002/CIE-34456
.
75.
Pang
,
A.
, and
Wittenbrink
,
C.
,
1997
, “
Collaborative 3D Visualization With CSpray
,”
IEEE Comput. Graphics Appl.
,
17
(
2
), pp.
32
41
.
76.
Webscope, 2018, “
Webscope—Strategic Digital Solutions
,” accessed Nov. 25, 2018, http://www.webscope.com/
77.
Chen
,
L.
,
Song
,
Z.
, and
Feng
,
L.
,
2004
, “
Internet-Enabled Real-Time Collaborative Assembly Modeling Via an E-Assembly System: Status and Promise
,”
Comput. Des.
,
36
(
9
), pp.
835
847
.
78.
Li
,
W. D.
,
Lu
,
W. F.
,
Fuh
,
J. Y.
, and
Wong
,
Y. S.
,
2005
, “
Collaborative Computer-Aided Design—Research and Development Status
,”
Comput. Des.
,
37
(
9
), pp.
931
940
.
79.
Li
,
M.
,
Gao
,
S.
,
Li
,
J.
, and
Yang
,
Y.
,
2004
, “
An Approach to Supporting Synchronized Collaborative Design Within Heterogeneous CAD Systems
,”
ASME
Paper No. DETC2004-57703
.
80.
Ramani
,
K.
,
Agrawal
,
A.
,
Babu
,
M.
, and
Hoffmann
,
C.
,
2003
, “
CADDAC: Multi-Client Collaborative Shape Design System With Server-Based Geometry Kernel
,”
ASME J. Comput. Inf. Sci. Eng.
,
3
(
2
), pp.
170
173
.
81.
Cera
,
C. D.
,
Braude
,
I.
,
Comer
,
I.
,
Kim
,
T.
,
Han
,
J.
, and
Regli
,
W. C.
,
2003
, “
Hierarchical Role-Based Viewing for Secure Collaborative CAD
,”
ASME
Paper No. DETC2003/CIE-48277
.
82.
Otto
,
K.
, and
Wood
,
K.
,
2001
,
Product Design: Techniques in Reverse Engineering and New Product Design
,
Prentice Hall
, Upper Saddle River, NJ.
83.
Häggman
,
A.
,
Tsai
,
G.
,
Elsen
,
C.
,
Honda
,
T.
, and
Yang
,
M. C.
,
2015
, “
Connections Between the Design Tool, Design Attributes, and User Preferences in Early Stage Design
,”
ASME J. Mech. Des.
,
137
(
7
), p.
071408
.
84.
Römer
,
A.
,
Pache
,
M.
,
Weißhahn
,
G.
,
Lindemann
,
U.
, and
Hacker
,
W.
,
2001
, “
Effort-Saving Product Representations in Design—Results of a Questionnaire Survey
,”
Des. Stud.
,
22
(
6
), pp.
473
491
.
85.
Kelly
,
T.
, and
Littman
,
J.
,
2001
,
The Art of Innovation: Lessons in Creativity From IDEO
, America's Leading Design Firm, Profile Books Ltd., London.
86.
Baxter
,
M.
,
1995
,
Product Design: Practical Methods for the Systematic Development of New Products
,
CRC Press
, Boca Raton, FL.
87.
Christensen
,
B. T.
, and
Schunn
,
C. D.
,
2009
, “
The Role and Impact of Mental Simulation in Design
,”
Appl. Cognit. Psychol.
,
23
(
3
), pp.
327
344
.
88.
Cardoso
,
C.
,
Badke-Schaub
,
P.
, and
Luz
,
A.
,
2009
, “
Design Fixation on Non-Verbal Stimuli: The Influence of Simple vs. Rich Pictorial Information on Design Problem-Solving
,”
ASME
Paper No. DETC2009-86826
.
89.
Houde
,
S.
, and
Hill
,
C.
,
1997
, “
What Do Prototypes Prototype
,”
Handbook of Human-Computer Interaction
, 2nd ed., North-Holland, Amsterdam, The Netherlands, pp.
367
381
.
90.
Howard
,
T. J.
,
Culley
,
S. J.
, and
Dekoninck
,
E.
, 2008, “
Describing the Creative Design Process by the Integration of Engineering Design and Cognitive Psychology Literature
,”
Des. Stud.
,
29
(2), pp. 160–180.
91.
Stempfle
,
J.
, and
Badke-Schaub
,
P.
,
2002
, “
Thinking in Design Teams—An Analysis of Team Communication
,”
Des. Stud.
,
23
(
5
), pp.
473
496
.
92.
Goodhue
,
D. L.
,
Wybo
,
M. D.
, and
Kirsch
,
L. J.
, 1992, “
The Impact of Data Integration on the Costs and Benefits of Information Systems
,”
Manag. Inf. Syst. Q.
,
16
(3), p. 293.
93.
Zhao
,
V. Z.
, and
Tucker
,
C.
,
2018
, “
Categorization of Information Loss During the Dissemination of Design Ideas
,”
ASME
Paper No. DETC2018-86100
.
94.
Hemmatian
,
B.
, and
Sloman
,
S.
,
2018
, “
Community Appeal: Explanation Without Information
,”
J. Exp. Psychol. Gen.
,
147
(11), pp. 1677–1712.
95.
Paige
,
K.
, and
Fu
,
M. M. A.
,
2017
, “
Spatial Demonstration Tools for Teaching Geometric Dimensioning and Tolerancing (GD&T) to First-Year Undergraduate Engineering Students
,”
ASEE Annual Conference and Exposition
, Columbus, OH, June 25–28, pp. 25–28.https://peer.asee.org/spatial-demonstration-tools-for-teaching-geometric-dimensioning-and-tolerancing-gd-t-to-first-year-undergraduate-engineering-students.pdf
96.
Stones
,
C.
, and
Cassidy
,
T.
,
2010
, “
Seeing and Discovering: How Do Student Designers Reinterpret Sketches and Digital Marks During Graphic Design Ideation?
,”
Des. Stud.
,
31
(
5
), pp.
439
460
.
97.
Burnap
,
A.
,
Gerth
,
R.
,
Gonzalez
,
R.
, and
Papalambros
,
P. Y.
,
2017
, “
Identifying Experts in the Crowd for Evaluation of Engineering Designs
,”
J. Eng. Des.
,
28
(
5
), pp.
317
337
.
98.
Panchal
,
J. H.
,
2015
, “
Using Crowds in Engineering Design—Towards a Holistic Framework
,”
20th International Conference on Engineering Design (ICED 15)
, Milan, Italy, July 27–30, pp.
1
10
.
99.
Krantz
,
J. H.
, and
Dalal
,
R.
,
2000
, “
Validity of Web-Based Psychological Research
,”
Psychological Experiments on the Internet
, M. H. Birnbaum (ed.), 1st ed., Academic Press, San Diego, CA, pp. 35–60.
100.
Mason
,
W.
, and
Suri
,
S.
,
2012
, “
Conducting Behavioral Research on Amazon's Mechanical Turk
,”
Behav. Res. Methods
,
44
(
1
), pp.
1
23
.
101.
Van Atteveldt
,
W.
,
2008
,
Semantic Network Analysis: Techniques for Extracting, Representing, and Querying Media Content
, BookSurge, North Charleston, SC.
102.
Barrows
,
H. S.
,
1986
, “
A Taxonomy of Problem‐Based Learning Methods
,”
Med. Educ.
,
20
(
6
), pp.
481
486
.
103.
Caillies
,
S.
,
Denhière
,
G.
, and
Kintsch
,
W.
,
2002
, “
The Effect of Prior Knowledge on Understanding From Text: Evidence From Primed Recognition
,”
Eur. J. Cognit. Psychol.
,
14
(
2
), pp.
267
286
.
104.
Eckert
,
C.
, and
Stacey
,
M.
,
2000
, “
Sources of Inspiration: A Language of Design
,”
Des. Stud.
,
21
(
5
), pp.
523
538
.
105.
Braha
,
D.
, and
Maimon
,
O.
,
1998
, “
The Measurement of a Design Structural and Functional Complexity
,”
A Mathematical Theory of Design: Foundations, Algorithms and Applications
,
Springer
, New York, pp.
241
277
.
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