Abstract

Having empathy in the design process can help engineers relate to the end-user by identifying what and why certain experiences are meaningful. While there have been efforts to identify the factors that impact empathic tendencies in engineering, there has been limited evidence on how a students’ trait empathy or empathic self-efficacy develops over a design project or what factors impact this development. The current study was developed to explore the development of students’ trait empathy and empathic self-efficacy development and identify the underlying impact of the design project’s context and course instructor through a study with 103 engineering students. Students’ trait empathy and empathic self-efficacy were measured across each of the four design stages (problem formulation, concept generation, concept selection, and final conceptual design) during an 8-week project. The results highlight that students’ trait empathy and empathic self-efficacy did not increase across design stages and the context of the design problem did not impact students’ empathy development. Meanwhile, students displayed lower empathic self-efficacy in one of the course sections, and interviews with the course instructors revealed that the lack of accessibility to the end-user might have constricted students from developing empathy. These insights call for future research that could empirically assess the impact of trait empathy and empathic self-efficacy in driving design outcomes in the later design stages, which could increase engineering educators’ awareness of the role of empathy in the engineering classroom.

References

1.
Dietz
,
D.
,
2012
, “Transforming Healthcare for Children and Their Families,”
video
,
TEDx Talk
,
San Jose, CA
.
2.
Kelley
,
T.
, and
Kelley
,
D.
,
2013
,
Creative Confidence: Unleashing the Creative Potential Within Us All
,
Currency
,
New York
.
3.
Healthcare
,
G.
,
2017
, “
From Terrifying to Terrific: The Creative Journey of the Adventure Series
, http://newsroom.gehealthcare.com/from-terrifying-to-terrific-creativejourney-of-the-adventure-series/
5.
Davis
,
M. H.
,
1983
, “
Measuring Individual Differences in Empathy: Evidence for a Multidimensional Approach
,”
J. Personality Social Psychol.
,
44
(
1
), p.
113
.
6.
Toh
,
C. A.
, and
Miller
,
S. R.
,
2016
, “
Choosing Creativity: The Role of Individual Risk and Ambiguity Aversion on Creative Concept Selection in Engineering Design
,”
Res. Eng. Des.
,
27
(
3
), pp.
195
219
.
7.
McGinley
,
C.
, and
Dong
,
H.
,
2011
, “
Designing With Information and Empathy: Delivering Human Information to Designers
,”
Des. J.
,
14
(
2
), pp.
187
206
.
8.
Battarbee
,
K.
,
2004
,
Co-experience: Understanding User Experiences in Interaction
,
Aalto University
,
Helsinki
.
9.
Mattson
,
C. A.
, and
Messac
,
A.
,
2005
, “
Pareto Frontier Based Concept Selection Under Uncertainty, With Visualization
,”
Opt. Eng.
,
6
(
1
), pp.
85
115
.
10.
Goldenberg
,
J.
,
Lehmann
,
D. R.
, and
Mazursky
,
D.
,
2001
, “
The Idea Itself and the Circumstances of Its Emergence as Predictors of New Product Success
,”
Manage. Sci.
,
47
(
1
), pp.
69
84
.
11.
Johnson
,
D. G.
,
Genco
,
N.
,
Saunders
,
M. N.
,
Williams
,
P.
,
Seepersad
,
C. C.
, and
Hölttä-Otto
,
K.
,
2014
, “
An Experimental Investigation of the Effectiveness of Empathic Experience Design for Innovative Concept Generation
,”
ASME J. Mech. Des.
,
136
(
5
), p.
051009
.
12.
Genco
,
N.
,
Johnson
,
D.
,
Holtta-Otto
,
K.
, and
Seepersad
,
C. C.
,
2011
, “
A Study of the Effectiveness of the Empathic Experience Design Creativity Technique
,”
ASME IDETC Design Theory and Methodology Conference, Paper Number: DETC2011-021711
,
Washington, DC
.
13.
Raviselvam
,
S.
,
Hölttä-Otto
,
K.
, and
Wood
,
K. L.
,
2016
, “
User Extreme Conditions to Enhance Designer Empathy and Creativity: Applications Using Visual Impairment
,”
Proceedings of ASME 2016 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, American Society of Mechanical Engineers
,
Charlotte, NC
,
Aug. 21–24
.
14.
Norman Reese
,
P.
,
2017
, “
Utilizing Empathy-Based Course Modules to Enhance Student Motivation in Lower Level Mechanics Courses
,”
American Society for Engineering Education Conference & Exposition
,
Columbus, OH
,
June 24–28
.
15.
Walther
,
J.
,
Miller
,
S. E.
, and
Sochacka
,
N. W.
,
2017
, “
A Model of Empathy in Engineering as a Core Skill, Practice Orientation, and Professional Way of Being
,”
J. Eng. Educ.
,
106
(
1
), pp.
123
148
.
16.
Grasso
,
D.
,
Burkins
,
M. B.
,
Helble
,
J. J.
, and
Martinelli
,
D.
,
2010
,
Dispelling the Myths of Holistic Engineering
,
Holistic Engineering Education, Springer
,
New York
, pp.
159
165
.
17.
Ravesteijn
,
W.
,
Graaff
,
E. D.
, and
Kroesen
,
O.
,
2006
, “
Engineering the Future: The Social Necessity of Communicative Engineers
,”
Eur. J. Eng. Educ.
,
31
(
1
), pp.
63
71
.
18.
Schmitt
,
E.
,
Kames
,
E.
,
Morkos
,
B.
, and
Conway
,
T.
,
2016
, “
The Importance of Incorporating Designer Empathy in Senior Capstone Design Courses
,”
ASEE Annual Conference & Exposition
,
New Orleans, LA
,
June 26–29
.
19.
Gray
,
C. M.
,
Yilmaz
,
S.
,
Daly
,
S. R.
,
Seifert
,
C. M.
, and
Gonzalez
,
R.
,
2015
, “
Idea Generation Through Empathy: Reimagining the ‘Cognitive Walkthrough
,”
ASEE Annual Conference and Exposition
,
Seattle, WA
,
June 14–17
.
20.
Raviselvam
,
S.
,
Sanaei
,
R.
,
Blessing
,
L.
,
Hölttä-Otto
,
K.
, and
Wood
,
K. L.
,
2017
, “
Demographic Factors and Their Influence on Designer Creativity and Empathy Evoked Through User Extreme Conditions
,”
Proceedings of ASME 2017 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, American Society of Mechanical Engineers
,
Cleveland, OH
,
Aug. 6–9
.
21.
Mattson
,
C. A.
, and
Wood
,
A. E.
,
2014
, “
Nine Principles for Design for the Developing World as Derived From the Engineering Literature
,”
ASME J. Mech. Des.
,
136
(
12
), p.
121403
.
22.
Wood
,
A. E.
, and
Mattson
,
C. A.
,
2016
, “
Design for the Developing World: Common Pitfalls and How to Avoid Them
,”
ASME J. Mech. Des.
,
138
(
3
), p.
031101
.
23.
Kuhr
,
R. S.
,
Otto
,
K.
,
Sosa
,
R.
,
Raghunath
,
N.
,
Holtta-Otto
,
K.
, and
Wood
,
K.
,
2013
, “
Design With the Developing World: A Model With Seven Challenges for the Future
,”
Proc. DS 75-6: Proceedings of the 19th International Conference on Engineering Design (ICED13), Design for Harmonies, Vol. 6: Design Information and Knowledge
,
Seoul, South Korea
,
Aug. 19–22
, pp.
179
188
.
24.
Strobel
,
J.
,
Hess
,
J.
,
Pan
,
R.
, and
Wachter Morris
,
C. A.
,
2013
, “
Empathy and Care Within Engineering: Qualitative Perspectives From Engineering Faculty and Practicing Engineers
,”
Eng. Studies
,
5
(
2
), pp.
137
159
.
25.
McLaren
,
K.
,
2013
,
The Art of Empathy: A Complete Guide to Life’s Most Essential Skill
,
Sounds True
,
Boulder, CO
.
26.
Tekerek
,
M.
, and
Tekerek
,
B.
,
2017
, “
Emotional Intelligence in Engineering Education
,”
Turkish J.
,
6
(
2
), pp.
88
95
.
27.
Riemer
,
M. J.
,
2003
, “
Integrating Emotional Intelligence Into Engineering Education
,”
World Trans. Eng. Technol. Educ.
,
2
(
2
), pp.
189
194
.
28.
McDonald
,
N. M.
, and
Messinger
,
D. S.
,
2011
,
Moral Behavior and Free Will: A Neurobiological and Philosophical Approach
,
IF Press
,
Rome, Italy
, pp.
341
368
.
29.
Badea
,
L.
, and
Panӑ
,
N. A.
,
2010
, “
The Role of Empathy in Developing the Leader’s Emotional Intelligence
,”
Theor. Appl. Econ.
,
17
(
2
), pp.
69
78
.
30.
Danish
,
S. J.
, and
Kagan
,
N.
,
1971
, “
Measurement of Affective Sensitivity: Toward a Valid Measure of Interpersonal Perception
,”
J. Counseling Psychol.
,
18
(
1
), p.
51
.
31.
Book
,
H. E.
,
1988
, “
Empathy: Misconceptions and Misuses in Psychotherapy
,”
Am. J. Psychiatry
,
145
(
4
), pp.
420
424
.
32.
Buie
,
D. H.
,
1981
, “
Empathy: Its Nature and Limitations
,”
J. Am. Psychoanal. Assoc.
,
29
(
2
), pp.
281
307
.
33.
Hoffman
,
M. L.
,
1990
, “
Empathy and Justice Motivation
,”
Motiv. Emot.
,
14
(
2
), pp.
151
172
.
34.
Simmons
,
A.
,
2014
, “
In Defense of the Moral Significance of Empathy
Ethic. Theory Moral Prac.
,
17
(
1
), pp.
97
111
.
35.
Halpern
,
J.
,
2003
, “
What is Clinical Empathy?
,”
J. General Internal Med.
,
18
(
8
), pp.
670
674
.
36.
Gerdes
,
K. E.
, and
Segal
,
E.
,
2011
, “
Importance of Empathy for Social Work Practice: Integrating New Science
,”
Social Work
,
56
(
2
), pp.
141
148
.
37.
Gallacher
,
I.
,
2011
, “
Thinking Like Nonlawyers: Why Empathy is a Core Lawyering Skill and Why Legal Educators Should Change to Reflect Its Importance
,”
Legal Comm. & Rhetoric: JAWLD
,
8
(
1
), pp.
109
.
38.
Walther
,
J.
,
Miller
,
S. E.
, and
Kellam
,
N. N.
,
2012
, “
Exploring the Role of Empathy in Engineering Communication Through a Transdisciplinary Dialogue
,”
ASEE Annual Conference and Exposition, American Society for Engineering Education
,
San Antonio, TX
,
June 10–13
, pp.
1
11
.
39.
Fila
,
N. D.
, and
Hess
,
J. L.
,
2016
, “
In Their Shoes: Student Perspectives on the Connection between Empathy and Engineering
,”
American Society of Engineering Education Conference and Exposition
,
New Orleans, LA
,
June 26–29
.
40.
Kouprie
,
M.
, and
Visser
,
F. S.
,
2009
, “
A Framework for Empathy in Design: Stepping Into and Out of the User’s Life
,”
J. Eng. Des.
,
20
(
5
), pp.
437
448
.
41.
Pavey
,
L.
,
Greitemeyer
,
T.
, and
Sparks
,
P.
,
2012
, “
“I Help Because I Want to, Not Because You Tell Me to” Empathy Increases Autonomously Motivated Helping
,”
Personality Social Psychol. Bull.
,
38
(
5
), pp.
681
689
.
42.
Gigliotti
,
R. J.
, and
Buchtel
,
F. S.
,
1990
, “
Attributional Bias and Course Evaluations
,”
J. Educational Psychol.
,
82
(
2
), p.
341
.
43.
Fisher
,
R. J.
,
1993
, “
Social Desirability Bias and the Validity of Indirect Questioning
,”
J. Consumer Res.
,
20
(
2
), pp.
303
315
.
44.
Mezulis
,
A. H.
,
Abramson
,
L. Y.
,
Hyde
,
J. S.
, and
Hankin
,
B. L.
,
2004
, “
Is There a Universal Positivity Bias in Attributions? A Meta-Analytic Review of Individual, Developmental, and Cultural Differences in the Self-Serving Attributional Bias
,”
Psychol. Bull.
,
130
(
5
), p.
711
.
45.
Heine
,
S. J.
,
Lehman
,
D. R.
,
Markus
,
H. R.
, and
Kitayama
,
S.
,
1999
, “
Is There a Universal Need for Positive Self-Regard?
,”
Psychol. Rev.
,
106
(
4
), p.
766
.
46.
Davis
,
M. H.
, and
Stephan
,
W. G.
,
1980
, “
Attributions for Exam Performance
,”
J. Appl. Social Psychol.
,
10
(
3
), pp.
235
248
.
47.
Alessandri
,
G.
,
Caprara
,
G. V.
,
Eisenberg
,
N.
, and
Steca
,
P.
,
2009
, “
Reciprocal Relations among Self-Efficacy Beliefs and Prosociality Across Time
,”
J. Personality
,
77
(
4
), pp.
1229
1259
.
48.
Kokkinos
,
C. M.
, and
Kipritsi
,
E.
,
2012
, “
The Relationship Between Bullying, Victimization, Trait Emotional Intelligence, Self-Efficacy and Empathy Among Preadolescents
,”
Social Psychol. Educ.
,
15
(
1
), pp.
41
58
.
49.
Duan
,
C.
, and
Hill
,
C. E.
,
1996
, “
The Current State of Empathy Research
,”
J. Counseling Psychol.
,
43
(
3
), p.
261
.
50.
Hess
,
J. L.
, and
Fila
,
N. D.
,
2016
, “
The Development and Growth of Empathy Among Engineering Students
,”
American Society of Engineering Education Annual Conference and Exposition
,
New Orleans, LA
,
June 26–29
.
51.
Davis
,
M. H.
,
1980
, “
A Multidimensional Approach to Individual Differences in Empathy
,”
JSAS Catalog of Selected Documents in Psychology
,
10
, p.
85
.
52.
Eisenberg
,
N.
,
Fabes
,
R. A.
,
Murphy
,
B.
,
Karbon
,
M.
,
Maszk
,
P.
,
Smith
,
M.
,
O’Boyle
,
C.
, and
Suh
,
K.
,
1994
, “
The Relations of Emotionality and Regulation to Dispositional and Situational Empathy-Related Responding
,”
J. Personality Social Psychol.
,
66
(
4
), p.
776
.
53.
Davis
,
M.
,
1996
,
Empathy: A Social Psychological Approach, 1994
,
Brown and Benchmark Publishers
,
Madison, WI
.
54.
Batson
,
C. D.
,
Fultz
,
J.
, and
Schoenrade
,
P. A.
,
1987
, “
Distress and Empathy: Two Qualitatively Distinct Vicarious Emotions With Different Motivational Consequences
,”
J. Personality
,
55
(
1
), pp.
19
39
.
55.
Surma-aho
,
A. O.
,
BjörklundKatja
,
T. A.
, and
Hölttä-Otto
,
K.
,
2018
, “
Assessing the Development of Empathy and Innovation Attitudes in a Project-Based Engineering Design Course
,”
2018 ASEE Annual Conference & Exposition
.
56.
Dym
,
C. L.
,
Agogino
,
A. M.
,
Eris
,
O.
,
Frey
,
D. D.
, and
Leifer
,
L. J.
,
2005
, “
Engineering Design Thinking, Teaching, and Learning
,”
J. Eng. Education
,
94
(
1
), pp.
103
120
.
57.
Dym
,
C. L.
,
1994
, “
Teaching Design to Freshmen: Style and Content
,”
J. Eng. Education
,
83
(
4
), pp.
303
310
.
58.
Chandrasekaran
,
S.
,
Stojcevski
,
A.
,
Littlefair
,
G. A.
, and
Joordens
,
M.
,
2012
, “
Learning Through Projects in Engineering Education
,”
40th SEFI Annual Conference 2012, European Society for Engineering Education (SEFI)
,
Thessaloniki, Greece
,
Sept. 23–26
, pp.
1
9
.
59.
Coyle
,
E. J.
,
Jamieson
,
L. H.
, and
Oakes
,
W. C.
,
2005
, “
EPICS: Engineering Projects in Community Service
,”
Int. J. Eng. Education
,
21
(
1
), pp.
139
150
.
60.
VanderSteen
,
J. D. J.
,
Baillie
,
C.
, and
Hall
,
K.
,
2009
, “
International Humanitarian Engineering
,”
IEEE Technol. Soc. Mag.
,
28
(
4
), pp.
32
41
.
61.
Lucena
,
J.
, and
Schneider
,
J.
,
2008
, “
Engineers, Development, and Engineering Education: From National to Sustainable Community Development
,”
Eur. J. Eng. Educ.
,
33
(
3
), pp.
247
257
.
62.
Amadei
,
B.
, and
Wallace
,
W. A.
,
2009
, “
Engineering for Humanitarian Development
,”
IEEE Technol. Soc. Mag.
,
28
(
4
), pp.
6
15
.
63.
Amadei
,
B.
, and
Sandekian
,
R.
,
2012
, “
Model of Integrating Humanitarian Development into Engineering Education
J. Profess. Iss. Eng. Edu. Prac.
,
136
(
2
), pp.
84
92
.
64.
Hine
,
D. W.
, and
Montiel
,
C. J.
,
1999
, “
Poverty in Developing Nations: A Cross-Cultural Attributional Analysis
,”
Eur. J. Social Psychol.
,
29
(
7
), pp.
943
959
.
65.
Gerdes
,
K. E.
,
2011
, “
Empathy, Sympathy, and Pity: 21st-Century Definitions and Implications for Practice and Research
,”
J. Social Service Res.
,
37
(
3
), pp.
230
241
.
66.
Meisel
,
N. A.
,
Ritter
,
S. C.
,
McComb
,
C. C.
, and
Menold
,
J. D.
,
2019
Creation and Implementation of a Project Framework to Improve Cornerstone Engineering Design
,”
FYEE Conference
,
Penn State University, Pennsylvania
,
July 28–30
.
67.
Tang
,
X.
,
2018
, “
From ’Empathic Design’ to ’Empathic Engineering’: Toward a Genealogy of Empathy in Engineering Education
,”
ASEE Annual Conference & Exposition
,
Salt Lake City, UT
,
June 24–27
.
68.
Hess
,
J. L.
,
Sprowl
,
J. E.
,
Pan
,
R.
,
Dyehouse
,
M.
,
Morris
,
C. A. W.
, and
Strobel
,
J.
,
2012
, “
Empathy and Caring as Conceptualized Inside and Outside of Engineering: Extensive Literature Review and Faculty Focus Group Analyses
,”
American Society for Engineering Education Annual Conference & Exposition
,
San Antonio, TX
,
June 10–13
, pp.
1
34
.
69.
Mattson
,
C. A.
, and
Winter
,
A. G.
,
2016
, “
Why the Developing World Needs Mechanical Design
,”
ASME J. Mech. Des.
,
138
(
7
), p.
070301
.
70.
Hess
,
J. L.
,
Strobel
,
J.
, and
Brightman
,
A. O.
,
2017
, “
The Development of Empathic Perspective-Taking in an Engineering Ethics Course
,”
J. Eng. Education
,
106
(
4
), pp.
534
563
.
71.
Ritter
,
S. C.
, and
Bilen
,
S. G.
,
2019
, “
EDSGN 100: A First-Year Cornerstone Engineering Design Course
,”
FYEE Conference
,
Penn State University, Pennsylvania
,
July 28–30
, pp.
1
7
.
72.
Nam
,
U. V.
,
2015
,
Transforming Our World: The 2030 Agenda for Sustainable Development
,
Division for Sustainable Development Goals
,
New York, NY
.
73.
Ferreira
,
B.
,
Silva
,
W.
,
Oliveira
,
E. A.
, Jr.
, and
Conte
,
T.
,
2015
, “
Designing Personas With Empathy Map
,”
27th International Conference on Software Fall 2018 153 Engineering and Knowledge Engineering
,
Pittsburgh, PA
,
July 6–8
.
74.
Dam
,
R. F.
, and
Teo
,
Y. S.
,
2017
, “
Define and Frame Your Design Challenge by Creating Your Point of View and Ask “How Might We
,” https://www.interaction-design.org/literature/article/define-and-frame-your-design-challenge -by-creating-your-point-of-view-and-ask-how-might-we, Accessed July 2020.
75.
Howard
,
T.
,
2014
, “
Journey Mapping: A Brief Overview
,”
Commun. Des. Quart. Rev.
,
2
(
3
), pp.
10
13
.
76.
Hagen
,
M.
,
Bernard
,
A.
, and
Grube
,
E.
,
2016
, “
Do It All Wrong! Using Reverse-Brainstorming to Generate Ideas, Improve Discussions, and Move Students to Action
,”
Manage. Teaching Rev.
,
1
(
2
), pp.
85
90
.
77.
Schumann
,
K.
,
Zaki
,
J.
, and
Dweck
,
C. S.
,
2014
, “
Addressing the Empathy Deficit: Beliefs About the Malleability of Empathy Predict Effortful Responses When Empathy is Challenging
,”
J. Personality Social Psychol.
,
107
(
3
), p.
475
.
78.
Peterson
,
G. R.
,
2017
, “
IS MY FEELING YOUR PAIN BAD FOR OTHERS? EMPATHY AS VIRTUE VERSUS EMPATHY AS FIXED TRAIT: With Gregory R. Peterson, “Is My Feeling Your Pain Bad for Others? Empathy as Virtue Versus Empathy as Fixed Trait”; and Celia Deane-Drummond, “Empathy and the Evolution of Compassion: From Deep History to Infused Virtue”
,”
Zygon®
,
52
(
1
), pp.
232
257
.
79.
Hatcher
,
S. L.
,
Nadeau
,
M. S.
,
Walsh
,
L. K.
, and
Reynolds
,
M.
,
1994
, “
The Teaching of Empathy for High School and College Students: Testing
,”
Adolescence
,
29
(
116
), p.
116
.
80.
Toh
,
C. A.
, and
Miller
,
S. R.
,
2016
, “
Creativity in Design Teams: The Influence of Personality Traits and Risk Attitudes on Creative Concept Selection
,”
Res. Eng. Des.
,
27
(
1
), pp.
73
89
.
81.
Stauffer
,
L. A.
, and
Ullman
,
D. G.
,
1991
, “
Fundamental Processes of Mechanical Designers Based on Empirical Data
,”
J. Eng. Des.
,
2
(
2
), pp.
113
125
.
82.
Hay
,
L.
,
Duffy
,
A. H.
,
McTeague
,
C.
,
Pidgeon
,
L. M.
,
Vuletic
,
T.
, and
Grealy
,
M.
,
2017
, “
A Systematic Review of Protocol Studies on Conceptual Design Cognition: Design as Search and Exploration
,”
Des. Sci.
,
3
(
1
), pp.
1
36
.
83.
Cash
,
P.
, and
Culley
,
S.
,
2015
,
The Role of Experimental Studies in Design Research
,
The Routledge Companion to Design Research, Routledge Falmer
,
New York, NY
, pp.
175
189
.
84.
Masten
,
S.
, and
Fleisig
,
R.
,
2011
, “
Engaging First Year Students in Engineering Design through Engineers Without Borders
,”
American Society for Engineering Education Annual Conference & Exposition
,
Pittsburgh, PA
,
June 22–25, 2008
.
85.
Hess
,
J. L.
,
Fila
,
N. D.
, and
Purzer
,
S.
,
2016
, “
The Relationship Between Empathic and Innovative Tendencies Among Engineering Students
,”
Int. Eng. Educ.
,
32
(
3
), pp.
1236
1249
.
86.
Hess
,
J.
,
Fila
,
N.
,
Purzer
,
S.
, and
Strobel
,
J.
, “
Exploring the Relationship Between Empathy and Innovation Among Engineering Students
,”
Proceedings of the American Society for Engineering Education (ASEE) Annual Conference and Exposition
,
Seattle, WA
.
87.
Cronbach
,
L. J.
,
1951
, “
Coefficient Alpha and the Internal Structure of Tests
,”
Psychometrika
,
16
(
3
), pp.
297
334
.
88.
Timmermans
,
S.
, and
Tavory
,
I.
,
2012
, “
Theory Construction in Qualitative Research: From Grounded Theory to Abductive Analysis
,”
Sociol. Theory
,
30
(
3
), pp.
167
186
.
89.
Kendall
,
J.
,
1999
, “
Axial Coding and the Grounded Theory Controversy
,”
Western J. Nursing Res.
,
21
(
6
), pp.
743
757
.
90.
Strauss
,
A.
, and
Corbin
,
J.
,
1998
,
Basics of Qualitative Research Techniques
,
Sage Publications
,
Thousand Oaks, CA
.
91.
Creswell
,
J. W.
, and
Poth
,
C. N.
,
2017
,
Qualitative Inquiry and Research Design: Choosing Among Five Approaches
,
Sage Publications
,
Thousand Oaks, CA
.
92.
Gubrium
,
J. F.
, and
Holstein
,
J. A.
,
2012
,
SAGE Handbook Interview Res.: The Complexity Craft
, Vol.
2
,
SAGE
,
Thousand Oaks, CA
, pp.
347
365
.
93.
Creswell
,
J. W.
, and
Miller
,
D. L.
,
2000
, “
Determining Validity in Qualitative Inquiry
,”
Theory Practice
,
39
(
3
), pp.
124
130
.
94.
QSR IPL
,
2015
,
NVivo Qualitative Data Analysis Software Version 11.1.1, QSR International Pty Ltd.
95.
Landis
,
J. R.
, and
Koch
,
G. G.
,
1977
, “
The Measurement of Observer Agreement for Categorical Data
,”
Biometrics
,
33
(
1
), pp.
159
174
.
96.
Miles
,
J.
, and
Shevlin
,
M.
,
2001
,
Applying Regression and Correlation: A Guide for Students and Researchers
,
Sage
,
London
.
97.
Cohen
,
J.
,
1988
,
Statistical Power Analysis for the Behavioral Sciences
,
Psychology Press
,
New York
.
98.
Schaffer
,
S. P.
,
Chen
,
X.
,
Zhu
,
X.
, and
Oakes
,
W. C.
,
2012
, “
Self-Efficacy for Cross-Disciplinary Learning in Project-Based Teams
,”
J. Eng. Educ.
,
101
(
1
), pp.
82
94
.
99.
Abras
,
C.
,
Maloney-Krichmar
,
D.
, and
Preece
,
J.
,
2004
, “User-Centered Design,”
Encyclopedia of Human-Computer Interaction
,
W.
Bainbridge
, ed.,
Sage Publications
,
Thousand Oaks
, pp.
445
456
,
37
(
4
).
100.
Dinneen
,
L.
, and
Blakesley
,
B.
,
1973
, “
Algorithm AS 62: A Generator for the Sampling Distribution of the Mann-Whitney U Statistic
,”
J. R. Statist. Soc. Ser. C
,
22
(
2
), pp.
269
273
.
101.
Strayer
,
J.
,
1987
,
Empathy and its Development
,
Cambridge University Press
,
New York, NY
, p.
292
.
102.
Hoffman
,
M. L.
, “
Empathy, Its Development and Prosocial Implications
,”
Proceedings of Nebraska Symposium on Motivation, University of Nebraska Press
.
103.
Shantz
,
C. U.
,
1975
, “
Empathy in Relation to Social Cognitive Development
,”
Counseling Psychol.
,
5
(
2
), pp.
18
21
.
104.
Arjas
,
E.
, and
Eerola
,
M.
,
1993
, “
On Predictive Causality in Longitudinal Studies
,”
J. Statist. Plann. Infer.
,
34
(
3
), pp.
361
386
.
105.
Raudenbush
,
S. W.
,
2001
, “
Comparing Personal Trajectories and Drawing Causal Inferences From Longitudinal Data
,”
Ann. Rev. Psychol.
,
52
(
1
), pp.
501
525
.
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