Abstract

Autonomous products, which perform many functions on their own with limited user input, require users to exhibit trust at an appropriate level before use. Research in product trust has thus far focused on the product characteristics: such as manipulating the product’s design—for example, anthropomorphizing an autonomous vehicle—and measuring changes in the users’ trust. This study flips the usual approach and instead manipulates users’ mental state through priming, and then measures users’ trust to an existing autonomous product, the Amazon Echo. In this study, we used visual stimuli (images) that evoked either positive or negative emotions as affective primes to influence users’ trust before interacting with the Echo. While interacting with the Echo, users evaluated its performance and how well it met their expectations. Holistically, users’ perceived performance of the Echo and age had significant effects on their trust of the product, but the affective primes showed no significant effect. However, for the subgroup of participants whose expectations of the product's performance were met: those who received either positive or negative prime were more likely to trust the product than those who saw neutral images; men were more likely to trust the product than others. The study demonstrates the importance of meeting users’ expectations and highlights the potential to build trust by inducing emotions contextually.

References

1.
Hoff
,
K. A.
, and
Bashir
,
M.
,
2015
, “
Trust in Automation: Integrating Empirical Evidence on Factors That Influence Trust
,”
Hum. Factors
,
57
(
3
), pp.
407
434
. 10.1177/0018720814547570
2.
Parasuraman
,
R.
, and
Riley
,
V.
,
1997
, “
Humans and Automation: Use, Misuse, Disuse, Abuse
,”
Hum. Factors
,
39
(
2
), pp.
230
253
. 10.1518/001872097778543886
3.
Borum
,
R.
,
2010
, “
The Science of Interpersonal Trust
.”
Mental Health Law & Policy Faculty Publications
, 574, http://scholarcommons.usf.edu/mhlp_facpub/574
4.
Nass
,
C.
, and
Moon
,
Y.
,
2000
, “
Machines and Mindlessness: Social Responses to Computers
,”
J. Soc. Issues
,
56
(
1
), pp.
81
103
. 10.1111/0022-4537.00153
5.
Damen
,
N. B.
, and
Toh
,
C. A.
,
2018
, “
Implicit and Explicit Trust Behavior: Does Stereotype Congruence Affect User Trust in a Home Automation Device?
Proceedings of the ASME 2018 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference
,
Quebec City, Canada
,
Aug. 26–29
, p. V007T06A033.
6.
Lee
,
J. D.
, and
See
,
K. A.
,
2004
, “
Trust in Automation: Designing for Appropriate Reliance
,”
Hum. Factors
,
46
(
1
), pp.
50
80
. 10.1518/hfes.46.1.50.30392
7.
Friedman
,
R. S.
,
Fishbach
,
A.
,
Forster
,
J.
, and
Werth
,
L.
,
2003
, “
Attentional Priming Effects on Creativity
,”
Creat. Res. J.
,
15
(
2–3
), pp.
277
286
. 10.1207/S15326934CRJ152&3_18
8.
Stone
,
B.
, and
Soper
,
S.
,
2014
, “
Amazon Unveils a Listening, Talking, Music-Playing Speaker for Your Home
,” Bloomberg Businessweek, https://www.bloomberg.com/news/articles/2014-11-06/amazon-echo-is-a-listening-talking-music-playing-speaker-for-your-home, Accessed Feb. 20, 2019.
9.
Mayer
,
R. C.
,
Davis
,
J. H.
, and
Schoorman
,
F. D.
,
1995
, “
An Integrative Model of Organizational Trust
,”
Acad. Manag. Rev.
,
20
(
3
), pp.
709
734
. 10.5465/amr.1995.9508080335
10.
Merritt
,
S. M.
, and
Ilgen
,
D. R.
,
2008
, “
Not All Trust Is Created Equal: Dispositional and History-Based Trust in Human-Automation Interactions
,”
Hum. Factors
,
50
(
2
), pp.
194
210
. 10.1518/001872008X288574
11.
Merritt
,
S. M.
,
2011
, “
Affective Processes in Human–Automation Interactions
,”
Hum. Factors
,
53
(
4
), pp.
356
370
. 10.1177/0018720811411912
12.
Merritt
,
S. M.
,
Heimbaugh
,
H.
,
LaChapell
,
J.
, and
Lee
,
D.
,
2013
, “
I Trust It, But I Don’t Know Why: Effects of Implicit Attitudes Toward Automation on Trust in an Automated System
,”
Hum. Factors
,
55
(
3
), pp.
520
534
. 10.1177/0018720812465081
13.
Hancock
,
P. A.
,
Billings
,
D. R.
,
Schaefer
,
K. E.
,
Chen
,
J. Y.
,
Visser
,
E. J.
, and
Parasuraman
,
R.
,
2014
, “
A Meta-Analysis of Factors Influencing the Development of Trust in Human-Robot Interaction
,”
Hum. Factors
,
53
(
5
), pp.
517
527
. 10.1177/0018720811417254
14.
Nass
,
C.
,
Steuer
,
J.
, and
Tauber
,
E. R.
,
1994
, “
Computers Are Social Actors
,”
Proceedings of the SIGCHI Conference on Human Factors in Computing
,
Boston, MA
,
Apr. 24–28
, pp.
72
78
.
15.
Zlotowski
,
J.
,
Proudfoot
,
D.
,
Yogeeswaran
,
K.
, and
Bartneck
,
C.
,
2015
, “
Anthropomorphism: Opportunities and Challenges in Human–Robot Interaction
,”
Int. J. Soc. Robot.
,
7
(
3
), pp.
347
360
. 10.1007/s12369-014-0267-6
16.
Epley
,
N.
,
Waytz
,
A.
, and
Cacioppo
,
J. T.
,
2007
, “
On Seeing Human: A Three-Factor Theory of Anthropomorphism
,”
Psychol. Rev.
,
114
(
4
), pp.
484
886
. 10.1037/0033-295X.114.4.864
17.
Lopatovska
,
I.
, and
Williams
,
H.
,
2018
, “
Personification of the Amazon Alexa: BFF or a Mindless Companion
,”
Proceedings of the 2018 Conference on Human Information Interaction & Retrieval
,
New Brunswick, NJ
,
Mar. 11–15
, pp.
265
268
.
18.
Culley
,
K. E.
, and
Madhavan
,
P.
,
2013
, “
A Note of Caution Regarding Anthropomorphism in HCI Agents
,”
Comput. Hum. Behav.
,
29
(
3
), pp.
577
579
. 10.1016/j.chb.2012.11.023
19.
Mandel
,
N.
, and
Johnson
,
E. J.
,
2002
, “
When Web Pages Influence Choice: Effects of Visual Primes on Experts and Novices
,”
J. Consum. Res.
,
29
(
2
), pp.
235
245
. 10.1086/341573
20.
Merikle
,
P. M.
,
Smilek
,
D.
, and
Eastwood
,
J. D.
,
2001
, “
Perception Without Awareness: Perspectives From Cognitive Psychology
,”
Cognition
,
79
(
1–2
), pp.
115
134
. 10.1016/S0010-0277(00)00126-8
21.
Schacter
,
D. L.
,
1992
, “
Priming and Multiple Memory Systems: Perceptual Mechanisms of Implicit Memory
,”
J. Cogn. Neurosci.
,
4
(
3
), pp.
244
256
. 10.1162/jocn.1992.4.3.244
22.
Tulving
,
E.
, and
Schacter
,
D. L.
,
1990
, “
Priming and Human Memory Systems
,”
Science
,
247
(
4940
), pp.
301
306
. 10.1126/science.2296719
23.
She
,
J.
, and
MacDonald
,
E. F.
,
2018
, “
Exploring the Effects of a Product’s Sustainability Triggers on Pro-Environmental Decision-Making
,”
ASME J. Mech. Des.
,
140
(
1
), p.
011102
. 10.1115/1.4038252
24.
She
,
J.
, and
MacDonald
,
E.
,
2014
, “
Priming Designers to Communicate Sustainability
,”
ASME J. Mech. Des.
,
136
(
1
), p.
011001
. 10.1115/1.4025488
25.
Liao
,
T.
, and
MacDonald
,
E. F.
,
2018
, “
Effects of Collage Priming on Sustainable Design Idea Creation and Assessment
,”
Proceedings of the ASME 2018 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference
,
Quebec City, Canada
,
Aug. 26–29
, p. V007T06A056.
26.
Bower
,
G. H.
,
1991
, “Mood Congruity of Social Judgments,”
Mood Congruity of Social Judgments
,
J.P.
Forgas
, ed.,
Pergamon Press
,
Sydney
, pp.
32
53
.
27.
Forgas
,
J. P.
,
1992
, “
Affect in Social Judgments and Decisions: A Multiprocess Model
,”
Adv. Exp. Soc. Psychol.
,
25
, pp.
227
275
. https://doi.org/10.1016/S0065-2601
28.
Lewis
,
S.
,
Dontcheva
,
M.
, and
Gerber
,
E.
,
2011
, “
Affective Computational Priming and Creativity
,”
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
,
Vancouver, Canada
,
May 7–12
, pp.
735
744
.
29.
Al-Ubaydli
,
O.
,
Houser
,
D.
,
Nye
,
J.
,
Paganelli
,
M. P.
, and
Pan
,
X. S.
,
2013
, “
The Causal Effect of Market Priming on Trust: An Experimental Investigation Using Randomized Control
,”
PLoS One
,
8
(
3
), p.
e55968
. 10.1371/journal.pone.0055968
30.
Callan
,
M. J.
,
Kay
,
A. C.
,
Olson
,
J. M.
,
Brar
,
N.
, and
Whitefield
,
N.
,
2010
, “
The Effects of Priming Legal Concepts on Perceived Trust and Competitiveness, Self-Interested Attitudes, and Competitive Behavior
,”
J. Exp. Soc. Psychol.
,
46
(
2
), pp.
325
335
. 10.1016/j.jesp.2009.12.005
31.
Brownlow
,
S.
,
1992
, “
Seeing Is Believing: Facial Appearance, Credibility, and Attitude Change
,”
J. Nonverbal Behav.
,
16
(
2
), pp.
101
115
. 10.1007/BF00990325
32.
Salovey
,
P.
, and
Mayer
,
J. D.
,
1990
, “
Emotional Intelligence
,”
Imagin. Cogn. Pers.
,
9
(
3
), pp.
185
211
. 10.2190/DUGG-P24E-52WK-6CDG
33.
Gasper
,
K.
, and
Clore
,
G. L.
,
2002
, “
Attending to the Big Picture: Mood and Global Versus Local Processing of Visual Information
,”
Psychol. Sci.
,
13
(
1
), pp.
34
40
. 10.1111/1467-9280.00406
34.
Schwarz
,
N.
, and
Clore
,
G. L.
,
2003
, “
Mood as Information: 20 Years Later
,”
Psychol. Inquiry
,
14
(
3–4
), pp.
296
303
. 10.1207/S15327965PLI1403&4_20
35.
Hooker
,
C. I.
,
Tully
,
L. M.
,
Verosky
,
S. C.
,
Fisher
,
M.
,
Holland
,
C.
, and
Vinogradov
,
S.
,
2011
, “
Can I Trust You? Negative Affective Priming Influences Social Judgments in Schizophrenia
,”
J. Abnorm. Psychol.
,
120
(
1
), p.
98
. 10.1037/a0020630
36.
Rice
,
S.
,
Clayton
,
K. D.
, and
McCarley
,
J.
,
2009
, “The Effects of Automation Bias on Operator Compliance and Reliance,”
Human Factors Issues in Combat Identification
,
D.
Andrews
,
R.
Herz
, and
M.
Wolf
, eds.,
Ashgate
,
Burlington, VT
.
37.
Fazio
,
R. H.
, and
Olson
,
M. A.
,
2003
, “
Implicit Measures in Social Cognition Research: Their Meaning and Use
,”
Annu. Rev. Psychol.
,
54
(
1
), pp.
297
327
. 10.1146/annurev.psych.54.101601.145225
38.
Yeh
,
M.
, and
Wickens
,
C. D.
,
2000
, “
Attention and Trust Biases in the Design of Augmented Reality Displays
,”
Illinois University at Urbana-Champaign Savoy Aviation Research Lab
,
Technical Report ARL-00-3/FED-LAB-00-1
.
39.
Koo
,
J.
,
Kwac
,
J.
,
Ju
,
W.
,
Steinert
,
M.
,
Leifer
,
L.
, and
Nass
,
C.
,
2015
, “
Why Did My Car Just Do That? Explaining Semi-Autonomous Driving Actions to Improve Driver Understanding, Trust, and Performance
,”
Int. J. Interact. Des. Manuf.
,
9
(
4
), pp.
269
275
. 10.1007/s12008-014-0227-2
40.
Muir
,
B. M.
, and
Moray
,
N.
,
1996
, “
Trust in Automation. Part II. Experimental Studies of Trust and Human Intervention in a Process Control Simulation
,”
Ergonomics
,
39
(
3
), pp.
429
460
. 10.1080/00140139608964474
41.
Jian
,
J. Y.
,
Bisantz
,
A. M.
, and
Drury
,
C. G.
,
2000
, “
Foundations for an Empirically Determined Scale of Trust in Automated Systems
,”
Int. J. Cogn. Ergon.
,
4
(
1
), pp.
53
71
. 10.1207/S15327566IJCE0401_04
42.
Verberne
,
F. M.
,
Ham
,
J.
, and
Midden
,
C. J.
,
2012
, “
Trust in Smart Systems: Sharing Driving Goals and Giving Information to Increase Trustworthiness and Acceptability of Smart Systems in Cars
,”
Hum. Factors
,
54
(
5
), pp.
799
810
. 10.1177/0018720812443825
43.
Steinke
,
F.
,
Ingenhoff
,
A.
, and
Fritsch
,
T.
,
2014
, “
Personal Remote Assistance in Ambient Assisted Living—Experimental Research of Elderly People’s Trust and Their Intention to Use
,”
Int. J. Hum.–Comput. Interact.
,
30
(
7
), pp.
560
574
. 10.1080/10447318.2014.903789
44.
Kurdi
,
B.
,
Lozano
,
S.
, and
Banaji
,
M. R.
,
2017
, “
Introducing the Open Affective Standardized Image Set (OASIS)
,”
Behav. Res. Methods
,
49
(
2
), pp.
457
470
. 10.3758/s13428-016-0715-3
45.
Kragel
,
P. A.
,
Reddan
,
M. C.
,
LaBar
,
K. S.
, and
Wager
,
T. D.
,
2019
, “
Emotion Schemas Are Embedded in the Human Visual System
,”
Sci. Adv.
,
5
(
7
), p.
eaaw4358
. 10.1126/sciadv.aaw4358
46.
Lang
,
P. J.
,
Bradley
,
M. M.
, and
Cuthbert
,
B. N.
,
1997
,
International Affective Picture System (IAPS): Technical Manual and Affective Ratings
, Vol.
1
,
NIMH Center for the Study of Emotion and Attention
, pp.
39
58
.
47.
Bradley
,
M. M.
, and
Lang
,
P. J.
,
2015
, “
Memory, Emotion, and Pupil Diameter: Repetition of Natural Scenes
,”
Psychophysiology
,
52
(
9
), pp.
1186
1193
. 10.1111/psyp.12442
48.
Bradley
,
M. M.
,
Costa
,
V. D.
,
Ferrari
,
V.
,
Codispoti
,
M.
,
Fitzsimmons
,
J. R.
, and
Lang
,
P. J.
,
2015
, “
Imaging Distributed and Massed Repetitions of Natural Scenes: Spontaneous Retrieval and Maintenance
,”
Hum. Brain Mapp.
,
36
(
4
), pp.
1381
1392
. 10.1002/hbm.22708
49.
Jolliffe
,
I. T.
,
2003
, “
Principal Component Analysis
,”
Technometrics
,
45
(
3
), p.
276
.
50.
Gelman
,
A.
, and
Hill
,
J.
,
2007
,
Data Analysis Using Regression and Multilevel/Hierarchical Models
,
Cambridge University Press
,
New York
, pp.
235
299
.
51.
Bates
,
D.
,
Mächler
,
M.
,
Bolker
,
B.
, and
Walker
,
S.
,
2015
, “
Fitting Linear Mixed-Effects Models Using lme4
,”
J. Stat. Softw.
,
67
(
1
), pp.
1
48
. 10.18637/jss.v067.i01
52.
Akash
,
K.
,
Hu
,
W. L.
,
Reid
,
T.
, and
Jain
,
N.
,
2017
, “
Dynamic Modeling of Trust in Human-Machine Interactions
,”
2017 American Control Conference (ACC)
,
Seattle, WA
,
May 24–26
, IEEE, pp.
1542
1548
.
53.
MacDonald
,
E. F.
, and
She
,
J.
,
2015
, “
Seven Cognitive Concepts for Successful Eco-Design
,”
J. Clean. Prod.
,
92
, pp.
23
36
. 10.1016/j.jclepro.2014.12.096
You do not currently have access to this content.