Exploring consumers’ intention to accept smartwatch

With the growing smartwatch market over the past few years, smartwatch acceptance in consumer markets has become an important topic for both researchers and designers. Identification of factors that influence consumers to accept a smartwatch can improve user-centered design. This study explores the...

Full description

Saved in:
Bibliographic Details
Published inComputers in human behavior Vol. 64; pp. 383 - 392
Main Authors Wu, Liang-Hong, Wu, Liang-Chuan, Chang, Shou-Chi
Format Journal Article
LanguageEnglish
Published Elsevier Ltd 01.11.2016
Subjects
Online AccessGet full text

Cover

Loading…
Abstract With the growing smartwatch market over the past few years, smartwatch acceptance in consumer markets has become an important topic for both researchers and designers. Identification of factors that influence consumers to accept a smartwatch can improve user-centered design. This study explores the intentions of using a smartwatch from the consumer perspective, combining innovation diffusion theory (IDT), the technology acceptance model (TAM), the unified theory of acceptance and use of technology (UTAUT), and perceived enjoyment. It presents an integrated method empirically tested with data from 212 participants in Taiwan. Partial lease squares (PLS) were used for models and hypotheses tests. We find several interesting results greatly different from previous studies: (1) Attitude, often identified as a weak mediator, is significant; (2) Ease of use was not significant, which implies that it should be the basic specification of smartwatches; (3) Gender has no significant effect on acceptance of smartwatches; and (4) Individuals 35–54 years old exhibit a significant demand for enjoyment in their use of smartwatch. This study contributes to the technology acceptance research field, and identifies the characteristics that influence smartwatch acceptance. Our methods and results should benefit both academics and managers with useful suggestions for research directions and product strategies. •We explore customer intention to accept smartwatch.•We find several interesting results greatly different from previous studies.•Implications for researchers and developers are detailed.
AbstractList With the growing smartwatch market over the past few years, smartwatch acceptance in consumer markets has become an important topic for both researchers and designers. Identification of factors that influence consumers to accept a smartwatch can improve user-centered design. This study explores the intentions of using a smartwatch from the consumer perspective, combining innovation diffusion theory (IDT), the technology acceptance model (TAM), the unified theory of acceptance and use of technology (UTAUT), and perceived enjoyment. It presents an integrated method empirically tested with data from 212 participants in Taiwan. Partial lease squares (PLS) were used for models and hypotheses tests. We find several interesting results greatly different from previous studies: (1) Attitude, often identified as a weak mediator, is significant; (2) Ease of use was not significant, which implies that it should be the basic specification of smartwatches; (3) Gender has no significant effect on acceptance of smartwatches; and (4) Individuals 35–54 years old exhibit a significant demand for enjoyment in their use of smartwatch. This study contributes to the technology acceptance research field, and identifies the characteristics that influence smartwatch acceptance. Our methods and results should benefit both academics and managers with useful suggestions for research directions and product strategies. •We explore customer intention to accept smartwatch.•We find several interesting results greatly different from previous studies.•Implications for researchers and developers are detailed.
Author Wu, Liang-Hong
Wu, Liang-Chuan
Chang, Shou-Chi
Author_xml – sequence: 1
  givenname: Liang-Hong
  surname: Wu
  fullname: Wu, Liang-Hong
  email: haragiant@gmail.com
  organization: Business School, University of Shanghai for Science and Technology, Shanghai, 200093, China
– sequence: 2
  givenname: Liang-Chuan
  surname: Wu
  fullname: Wu, Liang-Chuan
  email: arthurwu@dragon.nchu.edu.tw
  organization: Institute of Technology Management, National Chung Hsing University, 250, Kuo Kuang Rd., Taichung, 402, Taiwan, ROC
– sequence: 3
  givenname: Shou-Chi
  surname: Chang
  fullname: Chang, Shou-Chi
  organization: Institute of Technology Management, National Chung Hsing University, 250, Kuo Kuang Rd., Taichung, 402, Taiwan, ROC
BookMark eNp9j7tOAzEQRS0UJJLAB9DtD-wy3oe9FhWKwkOKRAO15czOEkeJN7LNq-M3-D2-BEehokh1p7hndM-EjdzgiLFLDgUHLq7WBa6WRZnOAmQB0JywMW9llUuhyhEbg6xl3oiqPGOTENaQGg2IMWvmH7vN4K17yXBw4XVLPvx8fWfWRXLRDi6LQ2YQaRezsDU-vpuIq3N22ptNoIu_nLLn2_nT7D5fPN49zG4WOVaiinlZdxJaAKWEaXlPfQf10rRKVEqhkq0i0feommXV1qYviaSSAqWRJbVEqKopk4e_6IcQPPUabTT7WdEbu9Ec9N5er3Wy13t7DVInt0Tyf-TO27T_8yhzfWAoKb1Z8jqgJYfUWU8YdTfYI_QvycN17w
CitedBy_id crossref_primary_10_1016_j_tele_2019_101318
crossref_primary_10_1002_hfm_20782
crossref_primary_10_1016_j_hitech_2019_02_001
crossref_primary_10_1080_10494820_2020_1753216
crossref_primary_10_3389_fpsyg_2022_846594
crossref_primary_10_3390_s18113805
crossref_primary_10_4018_JGIM_2020100101
crossref_primary_10_1177_1538192719877622
crossref_primary_10_1108_IJPHM_06_2023_0047
crossref_primary_10_1109_TEM_2021_3067639
crossref_primary_10_1142_S0219877020500492
crossref_primary_10_37394_232018_2024_12_4
crossref_primary_10_1108_MRR_04_2021_0322
crossref_primary_10_1016_j_chb_2016_12_017
crossref_primary_10_1108_BL_11_2021_0104
crossref_primary_10_1002_mar_21716
crossref_primary_10_1108_SJME_02_2022_0016
crossref_primary_10_1002_cjas_1547
crossref_primary_10_1016_j_tele_2017_05_011
crossref_primary_10_3390_s22041614
crossref_primary_10_3390_ijerph20043247
crossref_primary_10_1007_s10639_022_11294_z
crossref_primary_10_1080_10447318_2024_2313273
crossref_primary_10_4018_IJISSS_2019010105
crossref_primary_10_1016_j_engappai_2020_103529
crossref_primary_10_1080_0144929X_2020_1748715
crossref_primary_10_1080_09537325_2021_1912318
crossref_primary_10_1016_j_chb_2017_08_049
crossref_primary_10_1108_IJLSS_01_2023_0012
crossref_primary_10_1142_S021987702150022X
crossref_primary_10_1108_MIP_05_2023_0225
crossref_primary_10_1016_j_techsoc_2023_102295
crossref_primary_10_1108_IMDS_10_2019_0576
crossref_primary_10_1016_j_jretconser_2024_103715
crossref_primary_10_1007_s10209_018_0639_z
crossref_primary_10_1016_j_jretconser_2024_103953
crossref_primary_10_1080_15256480_2019_1650687
crossref_primary_10_1186_s40691_017_0123_z
crossref_primary_10_1080_10447318_2023_2197530
crossref_primary_10_1145_3448096
crossref_primary_10_37597_ajphes_2022_28_4_1
crossref_primary_10_1108_JRIM_10_2021_0246
crossref_primary_10_25046_aj0601142
crossref_primary_10_3389_fpsyg_2020_00056
crossref_primary_10_1080_09537325_2021_2013462
crossref_primary_10_18037_ausbd_668649
crossref_primary_10_4018_IJTD_2019040101
crossref_primary_10_1016_j_chb_2021_106761
crossref_primary_10_30783_nevsosbilen_1426838
crossref_primary_10_1007_s12525_022_00575_7
crossref_primary_10_1002_mar_21962
crossref_primary_10_2196_36870
crossref_primary_10_3917_mss_035_0203
crossref_primary_10_1057_s41264_023_00253_5
crossref_primary_10_1080_10447318_2022_2083573
crossref_primary_10_3917_jie_pr1_051
crossref_primary_10_1007_s10209_019_00663_0
crossref_primary_10_5937_sjm17_37629
crossref_primary_10_1016_j_techsoc_2020_101439
crossref_primary_10_4018_IJTHI_293195
crossref_primary_10_1109_ACCESS_2019_2960467
crossref_primary_10_1080_23311975_2019_1698849
crossref_primary_10_1007_s10639_023_12116_6
crossref_primary_10_17153_oguiibf_877372
crossref_primary_10_1002_elan_202060025
crossref_primary_10_1007_s00146_022_01534_8
crossref_primary_10_3390_healthcare11233074
crossref_primary_10_1108_ECAM_06_2021_0476
crossref_primary_10_3390_su132313328
crossref_primary_10_1177_20427530231156168
crossref_primary_10_1108_IJSMS_09_2024_0254
crossref_primary_10_1016_j_chb_2021_107044
crossref_primary_10_1016_j_techfore_2018_06_043
crossref_primary_10_1108_JFMM_08_2023_0186
crossref_primary_10_1016_j_cose_2023_103301
crossref_primary_10_1007_s12525_021_00458_3
crossref_primary_10_29023_alanyaakademik_870648
crossref_primary_10_1016_j_tele_2019_101245
crossref_primary_10_1080_0144929X_2023_2183062
crossref_primary_10_1108_SJME_07_2021_0129
crossref_primary_10_1080_17543266_2025_2454658
crossref_primary_10_1016_j_jretconser_2018_03_017
crossref_primary_10_1007_s10796_022_10256_7
crossref_primary_10_1016_j_ijmedinf_2020_104156
crossref_primary_10_1016_j_suscom_2021_100647
crossref_primary_10_1016_j_tele_2017_10_002
crossref_primary_10_1016_j_ijer_2020_101612
crossref_primary_10_1177_21582440231182653
crossref_primary_10_1108_DLP_03_2021_0026
crossref_primary_10_48121_jihsam_903224
crossref_primary_10_1016_j_caeo_2023_100154
crossref_primary_10_3389_fpsyg_2022_1041527
crossref_primary_10_1080_0144929X_2024_2317372
crossref_primary_10_1177_0887302X19873437
crossref_primary_10_1016_j_ipm_2022_103108
crossref_primary_10_1016_j_jbusres_2021_11_038
crossref_primary_10_3390_ijerph20054369
crossref_primary_10_1016_j_chb_2021_107026
crossref_primary_10_1108_IntR_12_2017_0534
crossref_primary_10_2196_mhealth_9035
crossref_primary_10_1108_ITP_01_2021_0049
crossref_primary_10_2196_57382
crossref_primary_10_1080_10447318_2020_1841404
crossref_primary_10_1007_s10586_018_2574_4
crossref_primary_10_2478_mspe_2023_0024
crossref_primary_10_3390_su16135401
crossref_primary_10_1080_10447318_2021_1921366
crossref_primary_10_1080_10447318_2023_2212217
crossref_primary_10_1057_s41599_024_03214_y
crossref_primary_10_3390_su131910722
crossref_primary_10_1080_09537325_2020_1767771
crossref_primary_10_1080_10447318_2021_2002048
crossref_primary_10_1108_JSTPM_06_2019_0060
crossref_primary_10_30798_makuiibf_822680
crossref_primary_10_1016_j_techsoc_2022_101952
crossref_primary_10_1002_cb_2427
crossref_primary_10_1016_j_chb_2021_107015
crossref_primary_10_1016_j_jjimei_2022_100152
crossref_primary_10_3390_fi12110191
crossref_primary_10_1108_IJSMS_03_2021_0060
crossref_primary_10_21272_mmi_2022_1_10
crossref_primary_10_1142_S0219622021500206
crossref_primary_10_1007_s00779_020_01511_2
crossref_primary_10_1016_j_chb_2016_11_012
crossref_primary_10_3390_su14137799
crossref_primary_10_1016_j_techsoc_2019_101209
crossref_primary_10_1108_RAMJ_03_2024_0062
crossref_primary_10_3390_s21030682
crossref_primary_10_1016_j_tele_2021_101603
crossref_primary_10_1007_s10209_020_00763_2
crossref_primary_10_1108_IMDS_07_2023_0467
crossref_primary_10_2196_47567
crossref_primary_10_37625_abr_23_1_156_181
crossref_primary_10_1080_08911762_2022_2141167
crossref_primary_10_1016_j_chb_2021_107089
crossref_primary_10_1016_j_jretconser_2024_104059
crossref_primary_10_1002_cb_1904
crossref_primary_10_1080_0144929X_2019_1685597
crossref_primary_10_1016_j_chb_2021_106710
Cites_doi 10.1007/s11747-011-0278-x
10.1080/00405000.2012.736191
10.1108/02635570710834009
10.1108/JEIM-04-2012-0011
10.1111/j.1467-8535.2007.00809.x
10.1287/isre.13.2.205.83
10.1287/isre.11.4.342.11872
10.1016/j.sbspro.2012.09.1143
10.1016/j.im.2013.09.003
10.2307/3151312
10.1007/BF02723327
10.1016/j.chb.2014.09.064
10.1016/j.chb.2015.05.024
10.1007/s10806-005-5485-3
10.1016/j.chb.2015.08.010
10.1016/j.jbusres.2011.11.001
10.1089/cpb.2007.0057
10.1016/S1096-7516(02)00161-6
10.1016/j.aap.2011.11.022
10.2307/41410412
10.1016/j.dss.2012.10.049
10.1016/j.tele.2013.07.001
10.17705/1jais.00100
10.1287/isre.6.2.144
10.1016/S0378-7206(00)00061-6
10.1016/S0378-7206(98)00101-3
10.1016/j.chb.2010.01.013
10.1016/S0378-7206(01)00127-6
10.1186/2046-4053-1-28
10.1016/j.dss.2011.12.001
10.1016/S0378-7206(01)00143-4
10.1287/isre.2.3.192
10.2307/30036540
10.1016/j.im.2003.08.014
10.2307/25148660
10.1002/smj.385
10.1016/j.tourman.2012.06.010
10.1016/j.autcon.2011.09.016
10.2224/sbp.2010.38.3.415
10.1111/j.1559-1816.1992.tb00945.x
10.3390/jsan1030217
10.1287/mnsc.46.2.186.11926
10.1287/mnsc.35.8.982
10.17705/1jais.00126
10.2307/25148690
10.2307/3250981
10.1016/j.chb.2009.06.001
10.1016/j.compedu.2012.09.010
10.1109/MPRV.2014.81
10.1086/267118
10.1111/j.1559-1816.1996.tb01794.x
10.1016/S0167-9236(01)00124-5
10.1109/TEM.2004.839967
10.1016/S0737-6782(98)00044-7
10.1111/j.1744-6570.2000.tb00206.x
10.1016/j.chb.2015.12.023
10.1007/s10551-007-9366-8
10.1016/j.im.2007.01.001
10.1016/S0378-7206(02)00079-4
10.1016/j.renene.2011.07.036
10.2307/249008
10.1016/j.im.2009.10.002
10.1016/j.im.2004.07.001
10.1145/2629633
10.1016/j.ijhcs.2006.05.001
10.2307/249751
10.1287/isre.1.2.115
10.1016/j.jeem.2010.08.004
10.1145/2377783.2377790
10.1016/S1071-5819(03)00114-9
10.3390/jsan4040315
10.1016/j.tele.2009.11.001
10.17705/1jais.00122
10.1016/j.chb.2015.06.004
10.1016/j.socscimed.2004.12.001
10.1006/imms.1993.1022
ContentType Journal Article
Copyright 2016 Elsevier Ltd
Copyright_xml – notice: 2016 Elsevier Ltd
DBID AAYXX
CITATION
DOI 10.1016/j.chb.2016.07.005
DatabaseName CrossRef
DatabaseTitle CrossRef
DatabaseTitleList
DeliveryMethod fulltext_linktorsrc
Discipline Psychology
Computer Science
EISSN 1873-7692
EndPage 392
ExternalDocumentID 10_1016_j_chb_2016_07_005
S0747563216304940
GroupedDBID --K
--M
-~X
.DC
.~1
0R~
186
1B1
1RT
1~.
1~5
29F
4.4
457
4G.
53G
5GY
5VS
6J9
7-5
71M
8P~
9JN
9JO
AABNK
AACTN
AADFP
AAEDT
AAEDW
AAFJI
AAGJA
AAGUQ
AAIAV
AAIKJ
AAKOC
AALRI
AAOAW
AAQFI
AAQXK
AAXUO
AAYFN
ABBOA
ABFNM
ABFRF
ABIVO
ABJNI
ABMAC
ABMMH
ABOYX
ABXDB
ABYKQ
ACDAQ
ACGFO
ACGFS
ACHQT
ACNNM
ACRLP
ACXNI
ACZNC
ADBBV
ADEZE
ADHUB
ADJOM
ADMUD
AEBSH
AEFWE
AEKER
AFFNX
AFKWA
AFTJW
AFYLN
AGHFR
AGUBO
AGYEJ
AHHHB
AHZHX
AIALX
AIEXJ
AIKHN
AITUG
AJBFU
AJOXV
AKYCK
ALMA_UNASSIGNED_HOLDINGS
AMFUW
AMRAJ
AOMHK
AOUOD
ASPBG
AVARZ
AVWKF
AXJTR
AZFZN
BKOJK
BLXMC
CS3
DU5
EBS
EFJIC
EFLBG
EJD
EO8
EO9
EP2
EP3
F5P
FA8
FDB
FEDTE
FGOYB
FIRID
FNPLU
FYGXN
G-2
G-Q
GBLVA
GBOLZ
HF~
HLZ
HMW
HVGLF
HZ~
H~9
IHE
J1W
KOM
LG9
LPU
M3V
M41
MO0
N9A
NHB
O-L
O9-
OAUVE
OKEIE
OZT
P-8
P-9
P2P
PC.
PRBVW
Q38
R2-
RIG
ROL
RPZ
RXW
SBC
SCC
SDF
SDG
SDP
SES
SEW
SPC
SPCBC
SPS
SSB
SSO
SSV
SSY
SSZ
T5K
TAE
UMD
UNMZH
WUQ
XPP
XSW
ZCA
~G-
AATTM
AAXKI
AAYWO
AAYXX
ABWVN
ACRPL
ACVFH
ADCNI
ADNMO
AEIPS
AEUPX
AFJKZ
AFPUW
AFXIZ
AGCQF
AGQPQ
AGRNS
AIGII
AIIUN
AKBMS
AKRWK
AKYEP
ANKPU
APXCP
BNPGV
CITATION
SSH
ID FETCH-LOGICAL-c363t-24d70800996a81fefd04ba896399c9789e6ffc95b384af2ee7976c7a72e8eec93
IEDL.DBID .~1
ISSN 0747-5632
IngestDate Tue Jul 01 03:51:29 EDT 2025
Thu Apr 24 23:44:14 EDT 2025
Fri Feb 23 02:13:54 EST 2024
IsPeerReviewed true
IsScholarly true
Keywords Perceived enjoyment
Technology acceptance model (TAM)
Innovation diffusion theory (IDT)
Smartwatch
Wearable technology
Unified theory of acceptance and use of technology (UTAUT)
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c363t-24d70800996a81fefd04ba896399c9789e6ffc95b384af2ee7976c7a72e8eec93
PageCount 10
ParticipantIDs crossref_citationtrail_10_1016_j_chb_2016_07_005
crossref_primary_10_1016_j_chb_2016_07_005
elsevier_sciencedirect_doi_10_1016_j_chb_2016_07_005
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate November 2016
2016-11-00
PublicationDateYYYYMMDD 2016-11-01
PublicationDate_xml – month: 11
  year: 2016
  text: November 2016
PublicationDecade 2010
PublicationTitle Computers in human behavior
PublicationYear 2016
Publisher Elsevier Ltd
Publisher_xml – name: Elsevier Ltd
References Venkatesh (bib84) 2000; 11
Dishaw, Strong (bib29) 1999; 36
Venkatesh, Morris, Davis, Davis (bib86) 2003
Rauniar, Rawski, Yang, Johnson (bib101) 2014; 27
Brancheau, Wetherbe (bib15) 1990; 1
Brown, Venkatesh (bib16) 2005
Shin (bib69) 2009; 25
Karahanna, Straub, Chervany (bib46) 1999
Rogers, Cartano (bib102) 1962
Jang, Shin, Aum, Kim, Kim (bib43) 2016; 54
Benbasat, Barki (bib12) 2007; 8
Chong, Chan, Ooi (bib19) 2012; 53
Davis (bib26) 1993; 38
Soper (bib71) 2015
Thomas, Singh, Gaffar (bib77) 2013; 9
Wang, Wu, Wang (bib92) 2009; 40
Swan (bib75) 2012; 1
Yu (bib98) 2012; 13
Meyers, Sivakumar, Nakata (bib56) 1999; 16
Bargas-Avila, Hornbæk (bib11) 2012; 19
Davis, Bagozzi, Warshaw (bib27) 1989; 35
Greenhalgh, Robert, Macfarlane, Bate, Kyriakidou, Peacock (bib36) 2005; 61
Yi, Hwang (bib97) 2003; 59
Ha, Yoon, Choi (bib38) 2007; 44
Legris, Ingham, Collerette (bib50) 2003; 40
Venkatesh, Morris (bib88) 2000
Cronan, Al-Rafee (bib23) 2008; 78
Shook, Ketchen, Hult, Kacmar (bib70) 2004; 25
van Berkel, Luo, Anagnostopoulos, Ferreira, Goncalves, Hosio (bib100) 2016, May
Fornell, Larcker (bib34) 1981
Hermsen, Frost, Renes, Kerkhof (bib40) 2016; 57
Dulcic, Pavlic, Silic (bib30) 2012; 58
Lytras, Mathkour, Abdalla, Al-Halabi, Yanez-Marquez, Siqueira (bib52) 2015; 51
Park, Baek, Ohm, Chang (bib64) 2014; 31
Trafimow (bib79) 1996; 26
Cecchinato, Cox, Bird (bib17) 2015
Wu, Holsapple (bib95) 2014; 51
Bagozzi, Yi (bib7) 1988; 16
Davis (bib25) 1989
Venkatesh, Davis (bib85) 2000; 46
ClickForce (bib21) 2015
Wu, Wang (bib96) 2005; 42
Bagozzi, Yi (bib8) 2012; 40
Davis, Bagozzi, Warshaw (bib28) 1992; 22
Rawassizadeh, Momeni, Dobbins, Mirza-Babaei, Rahnamoun (bib65) 2015; 4
Wang, Wang (bib93) 2010; 38
Davis (bib24) 1986
Al-Jabri, Sohail (bib1) 2012; 13
Bagozzi (bib6) 2007; 8
Park, Chen (bib62) 2007; 107
Ayeh, Au, Law (bib4) 2013; 35
Sahin (bib68) 2006
Verdolini, Galeotti (bib89) 2011; 61
Money, Turner (bib57) 2004
Park, Son, Kim (bib63) 2012; 22
Rogers (bib67) 2003
Venkatesh, Thong, Xu (bib87) 2012; 36
AlAwadhi, Morris (bib2) 2008
Bennett, Bennett (bib13) 2003; 6
IDC (bib42) 2016
Karahanna, Ahuja, Srite, Galvin (bib47) 2002; 32
Billinghurst, Busse (bib14) 2015
Thong, Hong, Tam (bib78) 2006; 64
Mao, Palvia (bib55) 2006
Zhou, Lu, Wang (bib99) 2010; 26
Armenteros, Liaw, Fernández, Díaz, Sánchez (bib3) 2013; 61
Van der Heijden (bib83) 2004
Morris, Venkatesh (bib61) 2005; 52
Gough, Thomas, Oliver (bib35) 2012; 1
Sun, Zhang (bib74) 2006
Lin, Anol (bib51) 2008; 11
Morris, Venkatesh (bib60) 2000; 53
Turhan (bib81) 2013; 104
Bachmann, Klebsattel, Schankin, Riedel, Beigl, Reichert (bib5) 2015
Gwyther, Holland (bib37) 2012; 45
Chuttur (bib20) 2009; 9
Rauniar, Rawski, Yang, Johnson (bib32) 2014; 27
de Sousa Monteiro, Gomes, Neto (bib72) 2016; 55
Jovanov (bib45) 2015
Fishbein, Ajzen (bib33) 1975
Hartmann, Apaolaza-Ibáñez (bib39) 2012; 65
Vermeir, Verbeke (bib91) 2006; 19
Verkasalo, López-Nicolás, Molina-Castillo, Bouwman (bib90) 2010; 27
Cohen, T.. (2013). Techniques for translating text via wearable computing device, Google Patents.
Hsu, Lu (bib41) 2004; 41
Van der Heijden (bib82) 2003; 40
Taylor, Todd (bib76) 1995; 6
Wu, Tao, Yang (bib94) 2007
Chen, Gillenson, Sherrell (bib18) 2002; 39
Magsamen-Conrad, Dowd, Abuljadail, Alsulaiman, Shareefi (bib53) 2015; 52
Mani, Dhingra (bib54) 2012; 39
Zhang, Sun (bib103) 2005, December
Moon, Kim (bib58) 2001; 38
Ernst, Pfeiffer, Rothlauf (bib31) 2013
Koufaris (bib48) 2002; 13
Baker, Hong, Billinghurst (bib9) 2014
Moore, Benbasat (bib59) 1991; 2
Turel, Serenko, Bontis (bib80) 2010; 47
Rawassizadeh, Price, Petre (bib66) 2015; 58
Ball, Ogletree, Asunda, Miller, Jurkowski (bib10) 2014; 29
Johnson, Zheng, Padman (bib44) 2014; 57
Cecchinato (10.1016/j.chb.2016.07.005_bib17) 2015
Karahanna (10.1016/j.chb.2016.07.005_bib46) 1999
Ernst (10.1016/j.chb.2016.07.005_bib31) 2013
Park (10.1016/j.chb.2016.07.005_bib62) 2007; 107
de Sousa Monteiro (10.1016/j.chb.2016.07.005_bib72) 2016; 55
Dulcic (10.1016/j.chb.2016.07.005_bib30) 2012; 58
Fishbein (10.1016/j.chb.2016.07.005_bib33) 1975
Trafimow (10.1016/j.chb.2016.07.005_bib79) 1996; 26
Al-Jabri (10.1016/j.chb.2016.07.005_bib1) 2012; 13
Davis (10.1016/j.chb.2016.07.005_bib25) 1989
Rawassizadeh (10.1016/j.chb.2016.07.005_bib65) 2015; 4
Lin (10.1016/j.chb.2016.07.005_bib51) 2008; 11
van Berkel (10.1016/j.chb.2016.07.005_bib100) 2016
Venkatesh (10.1016/j.chb.2016.07.005_bib87) 2012; 36
Mao (10.1016/j.chb.2016.07.005_bib55) 2006
Ayeh (10.1016/j.chb.2016.07.005_bib4) 2013; 35
Rauniar (10.1016/j.chb.2016.07.005_bib101) 2014; 27
Wang (10.1016/j.chb.2016.07.005_bib93) 2010; 38
Thong (10.1016/j.chb.2016.07.005_bib78) 2006; 64
10.1016/j.chb.2016.07.005_bib22
Rogers (10.1016/j.chb.2016.07.005_bib102) 1962
Shin (10.1016/j.chb.2016.07.005_bib69) 2009; 25
Johnson (10.1016/j.chb.2016.07.005_bib44) 2014; 57
Billinghurst (10.1016/j.chb.2016.07.005_bib14) 2015
Bargas-Avila (10.1016/j.chb.2016.07.005_bib11) 2012; 19
Lytras (10.1016/j.chb.2016.07.005_bib52) 2015; 51
Sun (10.1016/j.chb.2016.07.005_bib74) 2006
Brown (10.1016/j.chb.2016.07.005_bib16) 2005
Baker (10.1016/j.chb.2016.07.005_bib9) 2014
Thomas (10.1016/j.chb.2016.07.005_bib77) 2013; 9
Hsu (10.1016/j.chb.2016.07.005_bib41) 2004; 41
Yi (10.1016/j.chb.2016.07.005_bib97) 2003; 59
Legris (10.1016/j.chb.2016.07.005_bib50) 2003; 40
IDC (10.1016/j.chb.2016.07.005_bib42) 2016
Hermsen (10.1016/j.chb.2016.07.005_bib40) 2016; 57
Gwyther (10.1016/j.chb.2016.07.005_bib37) 2012; 45
Venkatesh (10.1016/j.chb.2016.07.005_bib88) 2000
Gough (10.1016/j.chb.2016.07.005_bib35) 2012; 1
Mani (10.1016/j.chb.2016.07.005_bib54) 2012; 39
Turel (10.1016/j.chb.2016.07.005_bib80) 2010; 47
Verkasalo (10.1016/j.chb.2016.07.005_bib90) 2010; 27
Turhan (10.1016/j.chb.2016.07.005_bib81) 2013; 104
Davis (10.1016/j.chb.2016.07.005_bib26) 1993; 38
Morris (10.1016/j.chb.2016.07.005_bib61) 2005; 52
Ball (10.1016/j.chb.2016.07.005_bib10) 2014; 29
Taylor (10.1016/j.chb.2016.07.005_bib76) 1995; 6
Magsamen-Conrad (10.1016/j.chb.2016.07.005_bib53) 2015; 52
Wu (10.1016/j.chb.2016.07.005_bib95) 2014; 51
Armenteros (10.1016/j.chb.2016.07.005_bib3) 2013; 61
Meyers (10.1016/j.chb.2016.07.005_bib56) 1999; 16
Venkatesh (10.1016/j.chb.2016.07.005_bib85) 2000; 46
AlAwadhi (10.1016/j.chb.2016.07.005_bib2) 2008
Ha (10.1016/j.chb.2016.07.005_bib38) 2007; 44
ClickForce (10.1016/j.chb.2016.07.005_bib21) 2015
Karahanna (10.1016/j.chb.2016.07.005_bib47) 2002; 32
Venkatesh (10.1016/j.chb.2016.07.005_bib84) 2000; 11
Sahin (10.1016/j.chb.2016.07.005_bib68) 2006
Bachmann (10.1016/j.chb.2016.07.005_bib5) 2015
Rogers (10.1016/j.chb.2016.07.005_bib67) 2003
Rauniar (10.1016/j.chb.2016.07.005_bib32) 2014; 27
Moon (10.1016/j.chb.2016.07.005_bib58) 2001; 38
Shook (10.1016/j.chb.2016.07.005_bib70) 2004; 25
Bagozzi (10.1016/j.chb.2016.07.005_bib8) 2012; 40
Chong (10.1016/j.chb.2016.07.005_bib19) 2012; 53
Money (10.1016/j.chb.2016.07.005_bib57) 2004
Wu (10.1016/j.chb.2016.07.005_bib94) 2007
Greenhalgh (10.1016/j.chb.2016.07.005_bib36) 2005; 61
Venkatesh (10.1016/j.chb.2016.07.005_bib86) 2003
Jovanov (10.1016/j.chb.2016.07.005_bib45) 2015
Jang (10.1016/j.chb.2016.07.005_bib43) 2016; 54
Park (10.1016/j.chb.2016.07.005_bib64) 2014; 31
Koufaris (10.1016/j.chb.2016.07.005_bib48) 2002; 13
Wu (10.1016/j.chb.2016.07.005_bib96) 2005; 42
Soper (10.1016/j.chb.2016.07.005_bib71) 2015
Zhou (10.1016/j.chb.2016.07.005_bib99) 2010; 26
Bagozzi (10.1016/j.chb.2016.07.005_bib7) 1988; 16
Bagozzi (10.1016/j.chb.2016.07.005_bib6) 2007; 8
Park (10.1016/j.chb.2016.07.005_bib63) 2012; 22
Davis (10.1016/j.chb.2016.07.005_bib24) 1986
Chen (10.1016/j.chb.2016.07.005_bib18) 2002; 39
Van der Heijden (10.1016/j.chb.2016.07.005_bib83) 2004
Davis (10.1016/j.chb.2016.07.005_bib27) 1989; 35
Davis (10.1016/j.chb.2016.07.005_bib28) 1992; 22
Van der Heijden (10.1016/j.chb.2016.07.005_bib82) 2003; 40
Yu (10.1016/j.chb.2016.07.005_bib98) 2012; 13
Brancheau (10.1016/j.chb.2016.07.005_bib15) 1990; 1
Rawassizadeh (10.1016/j.chb.2016.07.005_bib66) 2015; 58
Chuttur (10.1016/j.chb.2016.07.005_bib20) 2009; 9
Fornell (10.1016/j.chb.2016.07.005_bib34) 1981
Swan (10.1016/j.chb.2016.07.005_bib75) 2012; 1
Zhang (10.1016/j.chb.2016.07.005_bib103) 2005
Wang (10.1016/j.chb.2016.07.005_bib92) 2009; 40
Cronan (10.1016/j.chb.2016.07.005_bib23) 2008; 78
Dishaw (10.1016/j.chb.2016.07.005_bib29) 1999; 36
Benbasat (10.1016/j.chb.2016.07.005_bib12) 2007; 8
Moore (10.1016/j.chb.2016.07.005_bib59) 1991; 2
Vermeir (10.1016/j.chb.2016.07.005_bib91) 2006; 19
Morris (10.1016/j.chb.2016.07.005_bib60) 2000; 53
Verdolini (10.1016/j.chb.2016.07.005_bib89) 2011; 61
Hartmann (10.1016/j.chb.2016.07.005_bib39) 2012; 65
Bennett (10.1016/j.chb.2016.07.005_bib13) 2003; 6
References_xml – volume: 2
  start-page: 192
  year: 1991
  end-page: 222
  ident: bib59
  article-title: Developing of an instrument to measure the perceptions of adopting an information technology innovation
  publication-title: Information Systems Research
– volume: 61
  start-page: 119
  year: 2011
  end-page: 134
  ident: bib89
  article-title: At home and abroad: An empirical analysis of innovation and diffusion in energy technologies
  publication-title: Journal of Environmental Economics and Management
– volume: 39
  start-page: 705
  year: 2002
  end-page: 719
  ident: bib18
  article-title: Enticing online consumers: An extended technology acceptance perspective
  publication-title: Information & Management
– volume: 27
  start-page: 6
  year: 2014
  end-page: 30
  ident: bib32
  article-title: Technology acceptance model (TAM) and social media usage: An empirical study on facebook
  publication-title: Journal of Enterprise Information Management
– volume: 38
  start-page: 475
  year: 1993
  end-page: 487
  ident: bib26
  article-title: User acceptance of information technology: System characteristics, user perceptions and behavioral impacts
  publication-title: International Journal of Man-Machine Studies
– start-page: 115
  year: 2000
  end-page: 139
  ident: bib88
  article-title: Why don’t men ever stop to ask for directions? Gender, social influence, and their role in technology acceptance and usage behavior
  publication-title: MIS Quarterly
– volume: 46
  start-page: 186
  year: 2000
  end-page: 204
  ident: bib85
  article-title: A theoretical extension of the technology acceptance model: Four longitudinal field studies
  publication-title: Management Science
– year: 2016
  ident: bib42
  article-title: IDC forecasts press release
– reference: Cohen, T.. (2013). Techniques for translating text via wearable computing device, Google Patents.
– year: 2015
  ident: bib17
  article-title: Smartwatches: The good, the bad and the ugly?
  publication-title: Proceedings of the 33rd annual ACM conference extended abstracts on human factors in computing systems
– volume: 38
  start-page: 415
  year: 2010
  end-page: 426
  ident: bib93
  article-title: User acceptance of mobile internet based on the unified theory of acceptance and use of technology: Investigating the determinants and gender differences
  publication-title: Social Behavior and Personality: An International Journal
– year: 1986
  ident: bib24
  article-title: A technology acceptance model for empirically testing new end-user information systems: Theory and results
– volume: 42
  start-page: 719
  year: 2005
  end-page: 729
  ident: bib96
  article-title: What drives mobile commerce? an empirical evaluation of the revised technology acceptance model
  publication-title: Information & Management
– volume: 51
  start-page: 80
  year: 2014
  end-page: 92
  ident: bib95
  article-title: Imaginal and emotional experiences in pleasure-oriented IT usage: A hedonic consumption perspective
  publication-title: Information & Management
– volume: 52
  year: 2005
  ident: bib61
  article-title: Gender and age differences in employee decisions about new technology: An extension to the theory of planned behavior
  publication-title: IEEE Transactions on Engineering Management
– volume: 55
  start-page: 1145
  year: 2016
  end-page: 1164
  ident: bib72
  article-title: Youubi: Open software for ubiquitous learning
  publication-title: Computers in Human Behavior
– volume: 22
  start-page: 377
  year: 2012
  end-page: 386
  ident: bib63
  article-title: Investigating the determinants of construction professionals’ acceptance of web-based training: An extension of the technology acceptance model
  publication-title: Automation in Construction
– volume: 27
  start-page: 242
  year: 2010
  end-page: 255
  ident: bib90
  article-title: Analysis of users and non-users of smartphone applications
  publication-title: Telematics and Informatics
– volume: 36
  start-page: 157
  year: 2012
  end-page: 178
  ident: bib87
  article-title: Consumer acceptance and use of information technology: Extending the unified theory of acceptance and use of technology
  publication-title: MIS Quarterly
– volume: 8
  start-page: 3
  year: 2007
  ident: bib6
  article-title: The legacy of the technology acceptance model and a proposal for a paradigm shift
  publication-title: Journal of the Association for Information Systems
– volume: 78
  start-page: 527
  year: 2008
  end-page: 545
  ident: bib23
  article-title: Factors that influence the intention to pirate software and media
  publication-title: Journal of Business Ethics
– start-page: 4711
  year: 2016, May
  end-page: 4721
  ident: bib100
  article-title: A systematic assessment of smartphone usage gaps
  publication-title: Proceedings of the 2016 CHI Conference on human factors in computing systems
– volume: 61
  start-page: 91
  year: 2013
  end-page: 104
  ident: bib3
  article-title: Surveying FIFA instructors’ behavioral intention toward the multimedia teaching materials
  publication-title: Computers & Education
– year: 2005, December
  ident: bib103
  article-title: An Empirical Study on Causal Relationships between Perceived Enjoyment and Perceived Ease of Uses
  publication-title: Proceedings of the Pre-ICIS 05 Annual Workshop on HCI in MIS (HCI/MIS’05)
– volume: 52
  start-page: 96
  year: 2015
  end-page: 106
  ident: bib53
  article-title: Life-span differences in the uses and gratifications of tablets: Implications for older adults
  publication-title: Computers in Human Behavior
– volume: 32
  start-page: 327
  year: 2002
  end-page: 341
  ident: bib47
  article-title: Individual differences and relative advantage: The case of GSS
  publication-title: Decision Support Systems
– volume: 19
  start-page: 169
  year: 2006
  end-page: 194
  ident: bib91
  article-title: Sustainable food consumption: Exploring the consumer “attitude–behavioral intention” gap
  publication-title: Journal of Agricultural and Environmental Ethics
– volume: 104
  start-page: 375
  year: 2013
  end-page: 395
  ident: bib81
  article-title: An assessment towards the acceptance of wearable technology to consumers in Turkey: The application to smart bra and t-shirt products
  publication-title: Journal of the Textile Institute
– volume: 44
  start-page: 276
  year: 2007
  end-page: 286
  ident: bib38
  article-title: Determinants of adoption of mobile games under mobile broadband wireless access environment
  publication-title: Information & Management
– volume: 1
  start-page: 115
  year: 1990
  end-page: 143
  ident: bib15
  article-title: The adoption of spreadsheet software: Testing innovation diffusion theory in the context of end-user computing
  publication-title: Information Systems Research
– year: 2015
  ident: bib5
  article-title: Leveraging smartwatches for unobtrusive mobile ambulatory mood assessment
  publication-title: Proceedings of the 2015 ACM international joint conference on pervasive and ubiquitous computing and proceedings of the 2015 ACM international symposium on wearable computers
– volume: 36
  start-page: 9
  year: 1999
  end-page: 21
  ident: bib29
  article-title: Extending the technology acceptance model with task–technology fit constructs
  publication-title: Information & Management
– volume: 64
  start-page: 799
  year: 2006
  end-page: 810
  ident: bib78
  article-title: The effects of post-adoption beliefs on the expectation-confirmation model for information technology continuance
  publication-title: International Journal of Human-Computer Studies
– volume: 40
  start-page: 8
  year: 2012
  end-page: 34
  ident: bib8
  article-title: Specification, evaluation, and interpretation of structural equation models
  publication-title: Journal of the academy of marketing science
– volume: 6
  start-page: 53
  year: 2003
  end-page: 63
  ident: bib13
  article-title: A review of factors that influence the diffusion of innovation when structuring a faculty training program
  publication-title: The Internet and Higher Education
– volume: 16
  start-page: 295
  year: 1999
  end-page: 311
  ident: bib56
  article-title: Implementation of industrial process innovations: Factors, effects, and marketing implications
  publication-title: Journal of Product Innovation Management
– volume: 27
  start-page: 6
  year: 2014
  end-page: 30
  ident: bib101
  article-title: Technology acceptance model (TAM) and social media usage: An empirical study on facebook
  publication-title: Journal of Enterprise Information Management
– volume: 16
  start-page: 74
  year: 1988
  end-page: 94
  ident: bib7
  article-title: On the evaluation of structural equation models
  publication-title: Journal of the academy of marketing science
– year: 2015
  ident: bib21
  article-title: Taiwanese internet and mobile data report in Q1 2015
– volume: 9
  start-page: 71
  year: 2013
  ident: bib77
  article-title: The utility of the UTAUT model in explaining mobile learning adoption in higher education in Guyana
  publication-title: International Journal of Education and Development using Information and Communication Technology
– volume: 29
  start-page: 240
  year: 2014
  end-page: 246
  ident: bib10
  article-title: Diffusion of innovation elements that influence the adoption and diffusion of distance education in health
  publication-title: American Journal of Health Studies
– volume: 57
  start-page: 444
  year: 2014
  end-page: 453
  ident: bib44
  article-title: Modeling the longitudinality of user acceptance of technology with an evidence-adaptive clinical decision support system
  publication-title: Decision Support Systems
– volume: 57
  start-page: 61
  year: 2016
  end-page: 74
  ident: bib40
  article-title: Using feedback through digital technology to disrupt and change habitual behavior: A critical review of current literature
  publication-title: Computers in Human Behavior
– volume: 107
  start-page: 1349
  year: 2007
  end-page: 1365
  ident: bib62
  article-title: Acceptance and adoption of the innovative use of smartphone
  publication-title: Industrial Management & Data Systems
– start-page: 20
  year: 2014
  end-page: 22
  ident: bib9
  article-title: Wearable computing from jewels to joules
  publication-title: IEEE Pervasive Computing
– start-page: 425
  year: 2003
  end-page: 478
  ident: bib86
  article-title: User acceptance of information technology: Toward a unified view
  publication-title: MIS Quarterly
– volume: 31
  start-page: 3
  year: 2014
  end-page: 15
  ident: bib64
  article-title: Determinants of player acceptance of mobile social network games: An application of extended technology acceptance model
  publication-title: Telematics and Informatics
– volume: 40
  start-page: 541
  year: 2003
  end-page: 549
  ident: bib82
  article-title: Factors influencing the usage of websites: The case of a generic portal in The Netherlands
  publication-title: Information & Management
– start-page: 319
  year: 1989
  end-page: 340
  ident: bib25
  article-title: Perceived usefulness, perceived ease of use, and user acceptance of information technology
  publication-title: MIS Quarterly
– start-page: 695
  year: 2004
  end-page: 704
  ident: bib83
  article-title: User acceptance of hedonic information systems
  publication-title: MIS Quarterly
– volume: 8
  start-page: 211
  year: 2007
  end-page: 218
  ident: bib12
  article-title: Quo vadis, TAM?
  publication-title: Journal of the Association for Information Systems
– year: 2003
  ident: bib67
  article-title: Diffusion of innovation
– volume: 39
  start-page: 162
  year: 2012
  end-page: 165
  ident: bib54
  article-title: Diffusion of innovation model of consumer behaviour–Ideas to accelerate adoption of renewable energy sources by consumer communities in India
  publication-title: Renewable Energy
– volume: 1
  start-page: 217
  year: 2012
  end-page: 253
  ident: bib75
  article-title: Sensor mania! the internet of things, wearable computing, objective metrics, and the quantified self 2.0
  publication-title: Journal of Sensor and Actuator Networks
– volume: 40
  start-page: 191
  year: 2003
  end-page: 204
  ident: bib50
  article-title: Why do people use information technology? A critical review of the technology acceptance model
  publication-title: Information & Management
– volume: 25
  start-page: 397
  year: 2004
  end-page: 404
  ident: bib70
  article-title: An assessment of the use of structural equation modeling in strategic management research
  publication-title: Strategic Management Journal
– volume: 6
  year: 1995
  ident: bib76
  article-title: Understanding information technology usage: A test of competing models
  publication-title: Information Systems Research
– year: 2006
  ident: bib74
  article-title: Causal relationships between perceived enjoyment and perceived ease of use – An alternative approach
  publication-title: Journal of the Association for Information Systems
– volume: 13
  start-page: 379
  year: 2012
  end-page: 391
  ident: bib1
  article-title: Mobile banking adoption: Application of diffusion of innovation theory
  publication-title: Journal of Electronic Commerce Research
– volume: 59
  start-page: 431
  year: 2003
  end-page: 449
  ident: bib97
  article-title: Predicting the use of web-based information systems: Self-efficacy, enjoyment, learning goal orientation, and the technology acceptance model
  publication-title: International Journal of Human-Computer Studies
– start-page: 399
  year: 2005
  end-page: 426
  ident: bib16
  article-title: Model of adoption of technology in households: A baseline model test and extension incorporating household life cycle
  publication-title: MIS Quarterly
– year: 2004
  ident: bib57
  article-title: Application of the technology acceptance model to a knowledge management system. System Sciences, 2004
  publication-title: Proceedings of the 37th annual Hawaii international conference on
– year: 2013
  ident: bib31
  article-title: The Influence of perceived belonging on social network site adoption
– volume: 54
  start-page: 326
  year: 2016
  end-page: 340
  ident: bib43
  article-title: Application of experiential locus of control to understand users’ judgments toward useful experience
  publication-title: Computers in Human Behavior
– volume: 58
  start-page: 45
  year: 2015
  end-page: 47
  ident: bib66
  article-title: Wearables: Has the age of smartwatches finally arrived?
  publication-title: Communications of the ACM
– year: 2015
  ident: bib45
  article-title: Preliminary analysis of the use of smartwatches for longitudinal health monitoring. Engineering in Medicine and Biology Society (EMBC)
  publication-title: 2015 37th annual international conference of the IEEE
– volume: 41
  start-page: 853
  year: 2004
  end-page: 868
  ident: bib41
  article-title: Why do people play on-line games? an extended TAM with social influences and flow experience
  publication-title: Information & Management
– start-page: 435
  year: 1962
  end-page: 441
  ident: bib102
  article-title: Methods of measuring opinion leadership
  publication-title: Public Opinion Quarterly
– volume: 9
  start-page: 9
  year: 2009
  end-page: 37
  ident: bib20
  article-title: Overview of the technology acceptance model: Origins, developments and future directions
  publication-title: Working Papers on Information Systems
– volume: 35
  year: 1989
  ident: bib27
  article-title: User acceptance of computer technology: A comparison of two theoretical models
  publication-title: Management Science
– volume: 11
  start-page: 268
  year: 2008
  end-page: 272
  ident: bib51
  article-title: Learning online social support: An investigation of network information technology based on UTAUT
  publication-title: CyberPsychology & Behavior
– year: 1975
  ident: bib33
  article-title: Belief, attitude, intention and behavior: An introduction to theory and research
– volume: 65
  start-page: 1254
  year: 2012
  end-page: 1263
  ident: bib39
  article-title: Consumer attitude and purchase intention toward green energy brands: The roles of psychological benefits and environmental concern
  publication-title: Journal of Business Research
– year: 2015
  ident: bib71
  article-title: Sobel test calculator for the significance of mediation
– year: 2006
  ident: bib55
  article-title: Testing an extended model of IT acceptance in the Chinese cultural context
– volume: 26
  start-page: 760
  year: 2010
  end-page: 767
  ident: bib99
  article-title: Integrating TTF and UTAUT to explain mobile banking user adoption
  publication-title: Computers in Human Behavior
– start-page: 183
  year: 1999
  end-page: 213
  ident: bib46
  article-title: Information technology adoption across time: A cross-sectional comparison of pre-adoption and post-adoption beliefs
  publication-title: MIS Quarterly
– volume: 13
  start-page: 104
  year: 2012
  end-page: 121
  ident: bib98
  article-title: Factors affecting individuals to adopt mobile banking: Empirical evidence from the UTAUT model
  publication-title: Journal of Electronic Commerce Research
– volume: 35
  start-page: 132
  year: 2013
  end-page: 143
  ident: bib4
  article-title: Predicting the intention to use consumer-generated media for travel planning
  publication-title: Tourism Management
– year: 2008
  ident: bib2
  article-title: The use of the UTAUT model in the adoption of E-government services in Kuwait
  publication-title: Hawaii international conference on system sciences, proceedings of the 41st annual
– volume: 13
  start-page: 205
  year: 2002
  end-page: 223
  ident: bib48
  article-title: Applying the technology acceptance model and flow theory to online consumer behavior
  publication-title: Information Systems Research
– volume: 38
  start-page: 217
  year: 2001
  end-page: 230
  ident: bib58
  article-title: Extending the TAM for a world-wide-web context
  publication-title: Information & Management
– volume: 19
  start-page: 24
  year: 2012
  end-page: 27
  ident: bib11
  article-title: Foci and blind spots in user experience research
  publication-title: Interactions
– year: 2006
  ident: bib68
  article-title: Detailed review of Rogers’ diffusion of innovations theory and educational technology-related studies based on Rogers’ theory
– volume: 40
  start-page: 92
  year: 2009
  end-page: 118
  ident: bib92
  article-title: Investigating the determinants and age and gender differences in the acceptance of mobile learning
  publication-title: British Journal of Educational Technology
– volume: 26
  start-page: 2167
  year: 1996
  end-page: 2188
  ident: bib79
  article-title: The importance of attitudes in the prediction of college students’ intentions to drink
  publication-title: Journal of Applied Social Psychology
– volume: 53
  start-page: 34
  year: 2012
  end-page: 43
  ident: bib19
  article-title: Predicting consumer decisions to adopt mobile commerce: Cross country empirical examination between China and Malaysia
  publication-title: Decision Support Systems
– volume: 1
  start-page: 28
  year: 2012
  ident: bib35
  article-title: Clarifying differences between review designs and methods
  publication-title: Systematic Reviews
– year: 2015
  ident: bib14
  article-title: Rapid prototyping for wearables: Concept design and development for head-and wrist-mounted wearables (Smart watches and google glass)
  publication-title: Proceedings of the ninth international conference on tangible, embedded, and embodied interaction
– volume: 47
  start-page: 53
  year: 2010
  end-page: 59
  ident: bib80
  article-title: User acceptance of hedonic digital artifacts: A theory of consumption values perspective
  publication-title: Information & Management
– volume: 45
  start-page: 19
  year: 2012
  end-page: 28
  ident: bib37
  article-title: The effect of age, gender and attitudes on self-regulation in driving
  publication-title: Accident Analysis & Prevention
– volume: 51
  start-page: 557
  year: 2015
  end-page: 561
  ident: bib52
  article-title: An emerging–Social and emerging computing enabled philosophical paradigm for collaborative learning systems: Toward high effective next generation learning systems for the knowledge society
  publication-title: Computers in Human Behavior
– volume: 25
  start-page: 1343
  year: 2009
  end-page: 1354
  ident: bib69
  article-title: Towards an understanding of the consumer acceptance of mobile wallet
  publication-title: Computers in Human Behavior
– volume: 22
  start-page: 1111
  year: 1992
  end-page: 1132
  ident: bib28
  article-title: Extrinsic and intrinsic motivation to use computers in the workplace
  publication-title: Journal of Applied Social Psychology
– volume: 53
  start-page: 375
  year: 2000
  end-page: 403
  ident: bib60
  article-title: Age differences in technology adoption decisions: Implications for a changing work force
  publication-title: Personal Psychology
– volume: 4
  start-page: 315
  year: 2015
  end-page: 335
  ident: bib65
  article-title: Lesson learned from collecting quantified self information via mobile and wearable devices
  publication-title: Journal of Sensor and Actuator Networks
– volume: 61
  start-page: 417
  year: 2005
  end-page: 430
  ident: bib36
  article-title: Storylines of research in diffusion of innovation: A meta-narrative approach to systematic review
  publication-title: Social Science & Medicine
– year: 2007
  ident: bib94
  article-title: Using UTAUT to explore the behavior of 3G mobile communication users. Industrial Engineering and Engineering Management
  publication-title: 2007 IEEE international conference on
– volume: 11
  start-page: 342
  year: 2000
  end-page: 365
  ident: bib84
  article-title: Determinants of perceived ease of use: Integrating control, intrinsic motivation, and emotion into the technology acceptance model
  publication-title: Information Systems Research
– volume: 58
  start-page: 1565
  year: 2012
  end-page: 1575
  ident: bib30
  article-title: Evaluating the intended use of decision support system (DSS) by applying technology acceptance model (TAM) in business organizations in Croatia
  publication-title: Procedia-Social and Behavioral Sciences
– start-page: 39
  year: 1981
  end-page: 50
  ident: bib34
  article-title: Evaluating structural equation models with unobservable variables and measurement error
  publication-title: Journal of Marketing Research
– volume: 40
  start-page: 8
  issue: 1
  year: 2012
  ident: 10.1016/j.chb.2016.07.005_bib8
  article-title: Specification, evaluation, and interpretation of structural equation models
  publication-title: Journal of the academy of marketing science
  doi: 10.1007/s11747-011-0278-x
– volume: 104
  start-page: 375
  issue: 4
  year: 2013
  ident: 10.1016/j.chb.2016.07.005_bib81
  article-title: An assessment towards the acceptance of wearable technology to consumers in Turkey: The application to smart bra and t-shirt products
  publication-title: Journal of the Textile Institute
  doi: 10.1080/00405000.2012.736191
– volume: 107
  start-page: 1349
  issue: 9
  year: 2007
  ident: 10.1016/j.chb.2016.07.005_bib62
  article-title: Acceptance and adoption of the innovative use of smartphone
  publication-title: Industrial Management & Data Systems
  doi: 10.1108/02635570710834009
– year: 1975
  ident: 10.1016/j.chb.2016.07.005_bib33
– year: 2004
  ident: 10.1016/j.chb.2016.07.005_bib57
  article-title: Application of the technology acceptance model to a knowledge management system. System Sciences, 2004
– year: 2015
  ident: 10.1016/j.chb.2016.07.005_bib5
  article-title: Leveraging smartwatches for unobtrusive mobile ambulatory mood assessment
– volume: 27
  start-page: 6
  issue: 1
  year: 2014
  ident: 10.1016/j.chb.2016.07.005_bib101
  article-title: Technology acceptance model (TAM) and social media usage: An empirical study on facebook
  publication-title: Journal of Enterprise Information Management
  doi: 10.1108/JEIM-04-2012-0011
– volume: 40
  start-page: 92
  issue: 1
  year: 2009
  ident: 10.1016/j.chb.2016.07.005_bib92
  article-title: Investigating the determinants and age and gender differences in the acceptance of mobile learning
  publication-title: British Journal of Educational Technology
  doi: 10.1111/j.1467-8535.2007.00809.x
– volume: 13
  start-page: 205
  issue: 2
  year: 2002
  ident: 10.1016/j.chb.2016.07.005_bib48
  article-title: Applying the technology acceptance model and flow theory to online consumer behavior
  publication-title: Information Systems Research
  doi: 10.1287/isre.13.2.205.83
– volume: 9
  start-page: 9
  issue: 37
  year: 2009
  ident: 10.1016/j.chb.2016.07.005_bib20
  article-title: Overview of the technology acceptance model: Origins, developments and future directions
  publication-title: Working Papers on Information Systems
– volume: 11
  start-page: 342
  issue: 4
  year: 2000
  ident: 10.1016/j.chb.2016.07.005_bib84
  article-title: Determinants of perceived ease of use: Integrating control, intrinsic motivation, and emotion into the technology acceptance model
  publication-title: Information Systems Research
  doi: 10.1287/isre.11.4.342.11872
– volume: 58
  start-page: 1565
  year: 2012
  ident: 10.1016/j.chb.2016.07.005_bib30
  article-title: Evaluating the intended use of decision support system (DSS) by applying technology acceptance model (TAM) in business organizations in Croatia
  publication-title: Procedia-Social and Behavioral Sciences
  doi: 10.1016/j.sbspro.2012.09.1143
– year: 2006
  ident: 10.1016/j.chb.2016.07.005_bib55
– volume: 51
  start-page: 80
  issue: 1
  year: 2014
  ident: 10.1016/j.chb.2016.07.005_bib95
  article-title: Imaginal and emotional experiences in pleasure-oriented IT usage: A hedonic consumption perspective
  publication-title: Information & Management
  doi: 10.1016/j.im.2013.09.003
– start-page: 39
  year: 1981
  ident: 10.1016/j.chb.2016.07.005_bib34
  article-title: Evaluating structural equation models with unobservable variables and measurement error
  publication-title: Journal of Marketing Research
  doi: 10.2307/3151312
– volume: 16
  start-page: 74
  issue: 1
  year: 1988
  ident: 10.1016/j.chb.2016.07.005_bib7
  article-title: On the evaluation of structural equation models
  publication-title: Journal of the academy of marketing science
  doi: 10.1007/BF02723327
– volume: 55
  start-page: 1145
  year: 2016
  ident: 10.1016/j.chb.2016.07.005_bib72
  article-title: Youubi: Open software for ubiquitous learning
  publication-title: Computers in Human Behavior
  doi: 10.1016/j.chb.2014.09.064
– volume: 52
  start-page: 96
  year: 2015
  ident: 10.1016/j.chb.2016.07.005_bib53
  article-title: Life-span differences in the uses and gratifications of tablets: Implications for older adults
  publication-title: Computers in Human Behavior
  doi: 10.1016/j.chb.2015.05.024
– ident: 10.1016/j.chb.2016.07.005_bib22
– volume: 19
  start-page: 169
  issue: 2
  year: 2006
  ident: 10.1016/j.chb.2016.07.005_bib91
  article-title: Sustainable food consumption: Exploring the consumer “attitude–behavioral intention” gap
  publication-title: Journal of Agricultural and Environmental Ethics
  doi: 10.1007/s10806-005-5485-3
– volume: 54
  start-page: 326
  year: 2016
  ident: 10.1016/j.chb.2016.07.005_bib43
  article-title: Application of experiential locus of control to understand users’ judgments toward useful experience
  publication-title: Computers in Human Behavior
  doi: 10.1016/j.chb.2015.08.010
– volume: 65
  start-page: 1254
  issue: 9
  year: 2012
  ident: 10.1016/j.chb.2016.07.005_bib39
  article-title: Consumer attitude and purchase intention toward green energy brands: The roles of psychological benefits and environmental concern
  publication-title: Journal of Business Research
  doi: 10.1016/j.jbusres.2011.11.001
– year: 2015
  ident: 10.1016/j.chb.2016.07.005_bib45
  article-title: Preliminary analysis of the use of smartwatches for longitudinal health monitoring. Engineering in Medicine and Biology Society (EMBC)
– volume: 11
  start-page: 268
  issue: 3
  year: 2008
  ident: 10.1016/j.chb.2016.07.005_bib51
  article-title: Learning online social support: An investigation of network information technology based on UTAUT
  publication-title: CyberPsychology & Behavior
  doi: 10.1089/cpb.2007.0057
– volume: 6
  start-page: 53
  issue: 1
  year: 2003
  ident: 10.1016/j.chb.2016.07.005_bib13
  article-title: A review of factors that influence the diffusion of innovation when structuring a faculty training program
  publication-title: The Internet and Higher Education
  doi: 10.1016/S1096-7516(02)00161-6
– volume: 45
  start-page: 19
  year: 2012
  ident: 10.1016/j.chb.2016.07.005_bib37
  article-title: The effect of age, gender and attitudes on self-regulation in driving
  publication-title: Accident Analysis & Prevention
  doi: 10.1016/j.aap.2011.11.022
– volume: 36
  start-page: 157
  issue: 1
  year: 2012
  ident: 10.1016/j.chb.2016.07.005_bib87
  article-title: Consumer acceptance and use of information technology: Extending the unified theory of acceptance and use of technology
  publication-title: MIS Quarterly
  doi: 10.2307/41410412
– year: 2008
  ident: 10.1016/j.chb.2016.07.005_bib2
  article-title: The use of the UTAUT model in the adoption of E-government services in Kuwait
– year: 2015
  ident: 10.1016/j.chb.2016.07.005_bib14
  article-title: Rapid prototyping for wearables: Concept design and development for head-and wrist-mounted wearables (Smart watches and google glass)
– volume: 29
  start-page: 240
  issue: 3
  year: 2014
  ident: 10.1016/j.chb.2016.07.005_bib10
  article-title: Diffusion of innovation elements that influence the adoption and diffusion of distance education in health
  publication-title: American Journal of Health Studies
– volume: 57
  start-page: 444
  year: 2014
  ident: 10.1016/j.chb.2016.07.005_bib44
  article-title: Modeling the longitudinality of user acceptance of technology with an evidence-adaptive clinical decision support system
  publication-title: Decision Support Systems
  doi: 10.1016/j.dss.2012.10.049
– volume: 31
  start-page: 3
  issue: 1
  year: 2014
  ident: 10.1016/j.chb.2016.07.005_bib64
  article-title: Determinants of player acceptance of mobile social network games: An application of extended technology acceptance model
  publication-title: Telematics and Informatics
  doi: 10.1016/j.tele.2013.07.001
– year: 2006
  ident: 10.1016/j.chb.2016.07.005_bib74
  article-title: Causal relationships between perceived enjoyment and perceived ease of use – An alternative approach
  publication-title: Journal of the Association for Information Systems
  doi: 10.17705/1jais.00100
– volume: 6
  issue: 2
  year: 1995
  ident: 10.1016/j.chb.2016.07.005_bib76
  article-title: Understanding information technology usage: A test of competing models
  publication-title: Information Systems Research
  doi: 10.1287/isre.6.2.144
– volume: 38
  start-page: 217
  issue: 4
  year: 2001
  ident: 10.1016/j.chb.2016.07.005_bib58
  article-title: Extending the TAM for a world-wide-web context
  publication-title: Information & Management
  doi: 10.1016/S0378-7206(00)00061-6
– year: 2006
  ident: 10.1016/j.chb.2016.07.005_bib68
– volume: 36
  start-page: 9
  issue: 1
  year: 1999
  ident: 10.1016/j.chb.2016.07.005_bib29
  article-title: Extending the technology acceptance model with task–technology fit constructs
  publication-title: Information & Management
  doi: 10.1016/S0378-7206(98)00101-3
– volume: 13
  start-page: 104
  issue: 2
  year: 2012
  ident: 10.1016/j.chb.2016.07.005_bib98
  article-title: Factors affecting individuals to adopt mobile banking: Empirical evidence from the UTAUT model
  publication-title: Journal of Electronic Commerce Research
– volume: 26
  start-page: 760
  issue: 4
  year: 2010
  ident: 10.1016/j.chb.2016.07.005_bib99
  article-title: Integrating TTF and UTAUT to explain mobile banking user adoption
  publication-title: Computers in Human Behavior
  doi: 10.1016/j.chb.2010.01.013
– volume: 39
  start-page: 705
  issue: 8
  year: 2002
  ident: 10.1016/j.chb.2016.07.005_bib18
  article-title: Enticing online consumers: An extended technology acceptance perspective
  publication-title: Information & Management
  doi: 10.1016/S0378-7206(01)00127-6
– year: 1986
  ident: 10.1016/j.chb.2016.07.005_bib24
– volume: 1
  start-page: 28
  issue: 1
  year: 2012
  ident: 10.1016/j.chb.2016.07.005_bib35
  article-title: Clarifying differences between review designs and methods
  publication-title: Systematic Reviews
  doi: 10.1186/2046-4053-1-28
– volume: 53
  start-page: 34
  issue: 1
  year: 2012
  ident: 10.1016/j.chb.2016.07.005_bib19
  article-title: Predicting consumer decisions to adopt mobile commerce: Cross country empirical examination between China and Malaysia
  publication-title: Decision Support Systems
  doi: 10.1016/j.dss.2011.12.001
– volume: 40
  start-page: 191
  issue: 3
  year: 2003
  ident: 10.1016/j.chb.2016.07.005_bib50
  article-title: Why do people use information technology? A critical review of the technology acceptance model
  publication-title: Information & Management
  doi: 10.1016/S0378-7206(01)00143-4
– year: 2013
  ident: 10.1016/j.chb.2016.07.005_bib31
– volume: 2
  start-page: 192
  year: 1991
  ident: 10.1016/j.chb.2016.07.005_bib59
  article-title: Developing of an instrument to measure the perceptions of adopting an information technology innovation
  publication-title: Information Systems Research
  doi: 10.1287/isre.2.3.192
– start-page: 425
  year: 2003
  ident: 10.1016/j.chb.2016.07.005_bib86
  article-title: User acceptance of information technology: Toward a unified view
  publication-title: MIS Quarterly
  doi: 10.2307/30036540
– start-page: 4711
  year: 2016
  ident: 10.1016/j.chb.2016.07.005_bib100
  article-title: A systematic assessment of smartphone usage gaps
– volume: 41
  start-page: 853
  issue: 7
  year: 2004
  ident: 10.1016/j.chb.2016.07.005_bib41
  article-title: Why do people play on-line games? an extended TAM with social influences and flow experience
  publication-title: Information & Management
  doi: 10.1016/j.im.2003.08.014
– start-page: 695
  year: 2004
  ident: 10.1016/j.chb.2016.07.005_bib83
  article-title: User acceptance of hedonic information systems
  publication-title: MIS Quarterly
  doi: 10.2307/25148660
– volume: 25
  start-page: 397
  issue: 4
  year: 2004
  ident: 10.1016/j.chb.2016.07.005_bib70
  article-title: An assessment of the use of structural equation modeling in strategic management research
  publication-title: Strategic Management Journal
  doi: 10.1002/smj.385
– volume: 35
  start-page: 132
  year: 2013
  ident: 10.1016/j.chb.2016.07.005_bib4
  article-title: Predicting the intention to use consumer-generated media for travel planning
  publication-title: Tourism Management
  doi: 10.1016/j.tourman.2012.06.010
– volume: 22
  start-page: 377
  year: 2012
  ident: 10.1016/j.chb.2016.07.005_bib63
  article-title: Investigating the determinants of construction professionals’ acceptance of web-based training: An extension of the technology acceptance model
  publication-title: Automation in Construction
  doi: 10.1016/j.autcon.2011.09.016
– year: 2007
  ident: 10.1016/j.chb.2016.07.005_bib94
  article-title: Using UTAUT to explore the behavior of 3G mobile communication users. Industrial Engineering and Engineering Management
– volume: 38
  start-page: 415
  issue: 3
  year: 2010
  ident: 10.1016/j.chb.2016.07.005_bib93
  article-title: User acceptance of mobile internet based on the unified theory of acceptance and use of technology: Investigating the determinants and gender differences
  publication-title: Social Behavior and Personality: An International Journal
  doi: 10.2224/sbp.2010.38.3.415
– volume: 22
  start-page: 1111
  issue: 14
  year: 1992
  ident: 10.1016/j.chb.2016.07.005_bib28
  article-title: Extrinsic and intrinsic motivation to use computers in the workplace
  publication-title: Journal of Applied Social Psychology
  doi: 10.1111/j.1559-1816.1992.tb00945.x
– volume: 1
  start-page: 217
  issue: 3
  year: 2012
  ident: 10.1016/j.chb.2016.07.005_bib75
  article-title: Sensor mania! the internet of things, wearable computing, objective metrics, and the quantified self 2.0
  publication-title: Journal of Sensor and Actuator Networks
  doi: 10.3390/jsan1030217
– volume: 46
  start-page: 186
  issue: 2
  year: 2000
  ident: 10.1016/j.chb.2016.07.005_bib85
  article-title: A theoretical extension of the technology acceptance model: Four longitudinal field studies
  publication-title: Management Science
  doi: 10.1287/mnsc.46.2.186.11926
– volume: 35
  year: 1989
  ident: 10.1016/j.chb.2016.07.005_bib27
  article-title: User acceptance of computer technology: A comparison of two theoretical models
  publication-title: Management Science
  doi: 10.1287/mnsc.35.8.982
– volume: 8
  start-page: 211
  issue: 4
  year: 2007
  ident: 10.1016/j.chb.2016.07.005_bib12
  article-title: Quo vadis, TAM?
  publication-title: Journal of the Association for Information Systems
  doi: 10.17705/1jais.00126
– start-page: 399
  year: 2005
  ident: 10.1016/j.chb.2016.07.005_bib16
  article-title: Model of adoption of technology in households: A baseline model test and extension incorporating household life cycle
  publication-title: MIS Quarterly
  doi: 10.2307/25148690
– start-page: 115
  year: 2000
  ident: 10.1016/j.chb.2016.07.005_bib88
  article-title: Why don’t men ever stop to ask for directions? Gender, social influence, and their role in technology acceptance and usage behavior
  publication-title: MIS Quarterly
  doi: 10.2307/3250981
– volume: 25
  start-page: 1343
  issue: 6
  year: 2009
  ident: 10.1016/j.chb.2016.07.005_bib69
  article-title: Towards an understanding of the consumer acceptance of mobile wallet
  publication-title: Computers in Human Behavior
  doi: 10.1016/j.chb.2009.06.001
– year: 2016
  ident: 10.1016/j.chb.2016.07.005_bib42
– year: 2015
  ident: 10.1016/j.chb.2016.07.005_bib17
  article-title: Smartwatches: The good, the bad and the ugly?
– volume: 61
  start-page: 91
  year: 2013
  ident: 10.1016/j.chb.2016.07.005_bib3
  article-title: Surveying FIFA instructors’ behavioral intention toward the multimedia teaching materials
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2012.09.010
– start-page: 20
  issue: 4
  year: 2014
  ident: 10.1016/j.chb.2016.07.005_bib9
  article-title: Wearable computing from jewels to joules
  publication-title: IEEE Pervasive Computing
  doi: 10.1109/MPRV.2014.81
– start-page: 435
  year: 1962
  ident: 10.1016/j.chb.2016.07.005_bib102
  article-title: Methods of measuring opinion leadership
  publication-title: Public Opinion Quarterly
  doi: 10.1086/267118
– volume: 26
  start-page: 2167
  issue: 24
  year: 1996
  ident: 10.1016/j.chb.2016.07.005_bib79
  article-title: The importance of attitudes in the prediction of college students’ intentions to drink
  publication-title: Journal of Applied Social Psychology
  doi: 10.1111/j.1559-1816.1996.tb01794.x
– volume: 32
  start-page: 327
  issue: 4
  year: 2002
  ident: 10.1016/j.chb.2016.07.005_bib47
  article-title: Individual differences and relative advantage: The case of GSS
  publication-title: Decision Support Systems
  doi: 10.1016/S0167-9236(01)00124-5
– year: 2015
  ident: 10.1016/j.chb.2016.07.005_bib71
– volume: 52
  year: 2005
  ident: 10.1016/j.chb.2016.07.005_bib61
  article-title: Gender and age differences in employee decisions about new technology: An extension to the theory of planned behavior
  publication-title: IEEE Transactions on Engineering Management
  doi: 10.1109/TEM.2004.839967
– volume: 16
  start-page: 295
  issue: 3
  year: 1999
  ident: 10.1016/j.chb.2016.07.005_bib56
  article-title: Implementation of industrial process innovations: Factors, effects, and marketing implications
  publication-title: Journal of Product Innovation Management
  doi: 10.1016/S0737-6782(98)00044-7
– volume: 53
  start-page: 375
  issue: 2
  year: 2000
  ident: 10.1016/j.chb.2016.07.005_bib60
  article-title: Age differences in technology adoption decisions: Implications for a changing work force
  publication-title: Personal Psychology
  doi: 10.1111/j.1744-6570.2000.tb00206.x
– volume: 57
  start-page: 61
  year: 2016
  ident: 10.1016/j.chb.2016.07.005_bib40
  article-title: Using feedback through digital technology to disrupt and change habitual behavior: A critical review of current literature
  publication-title: Computers in Human Behavior
  doi: 10.1016/j.chb.2015.12.023
– volume: 78
  start-page: 527
  issue: 4
  year: 2008
  ident: 10.1016/j.chb.2016.07.005_bib23
  article-title: Factors that influence the intention to pirate software and media
  publication-title: Journal of Business Ethics
  doi: 10.1007/s10551-007-9366-8
– volume: 44
  start-page: 276
  issue: 3
  year: 2007
  ident: 10.1016/j.chb.2016.07.005_bib38
  article-title: Determinants of adoption of mobile games under mobile broadband wireless access environment
  publication-title: Information & Management
  doi: 10.1016/j.im.2007.01.001
– volume: 40
  start-page: 541
  issue: 6
  year: 2003
  ident: 10.1016/j.chb.2016.07.005_bib82
  article-title: Factors influencing the usage of websites: The case of a generic portal in The Netherlands
  publication-title: Information & Management
  doi: 10.1016/S0378-7206(02)00079-4
– volume: 39
  start-page: 162
  issue: 1
  year: 2012
  ident: 10.1016/j.chb.2016.07.005_bib54
  article-title: Diffusion of innovation model of consumer behaviour–Ideas to accelerate adoption of renewable energy sources by consumer communities in India
  publication-title: Renewable Energy
  doi: 10.1016/j.renene.2011.07.036
– year: 2005
  ident: 10.1016/j.chb.2016.07.005_bib103
  article-title: An Empirical Study on Causal Relationships between Perceived Enjoyment and Perceived Ease of Uses
– start-page: 319
  year: 1989
  ident: 10.1016/j.chb.2016.07.005_bib25
  article-title: Perceived usefulness, perceived ease of use, and user acceptance of information technology
  publication-title: MIS Quarterly
  doi: 10.2307/249008
– volume: 47
  start-page: 53
  issue: 1
  year: 2010
  ident: 10.1016/j.chb.2016.07.005_bib80
  article-title: User acceptance of hedonic digital artifacts: A theory of consumption values perspective
  publication-title: Information & Management
  doi: 10.1016/j.im.2009.10.002
– volume: 42
  start-page: 719
  issue: 5
  year: 2005
  ident: 10.1016/j.chb.2016.07.005_bib96
  article-title: What drives mobile commerce? an empirical evaluation of the revised technology acceptance model
  publication-title: Information & Management
  doi: 10.1016/j.im.2004.07.001
– volume: 13
  start-page: 379
  issue: 4
  year: 2012
  ident: 10.1016/j.chb.2016.07.005_bib1
  article-title: Mobile banking adoption: Application of diffusion of innovation theory
  publication-title: Journal of Electronic Commerce Research
– volume: 58
  start-page: 45
  issue: 1
  year: 2015
  ident: 10.1016/j.chb.2016.07.005_bib66
  article-title: Wearables: Has the age of smartwatches finally arrived?
  publication-title: Communications of the ACM
  doi: 10.1145/2629633
– volume: 9
  start-page: 71
  issue: 3
  year: 2013
  ident: 10.1016/j.chb.2016.07.005_bib77
  article-title: The utility of the UTAUT model in explaining mobile learning adoption in higher education in Guyana
  publication-title: International Journal of Education and Development using Information and Communication Technology
– volume: 64
  start-page: 799
  issue: 9
  year: 2006
  ident: 10.1016/j.chb.2016.07.005_bib78
  article-title: The effects of post-adoption beliefs on the expectation-confirmation model for information technology continuance
  publication-title: International Journal of Human-Computer Studies
  doi: 10.1016/j.ijhcs.2006.05.001
– start-page: 183
  year: 1999
  ident: 10.1016/j.chb.2016.07.005_bib46
  article-title: Information technology adoption across time: A cross-sectional comparison of pre-adoption and post-adoption beliefs
  publication-title: MIS Quarterly
  doi: 10.2307/249751
– volume: 1
  start-page: 115
  issue: 2
  year: 1990
  ident: 10.1016/j.chb.2016.07.005_bib15
  article-title: The adoption of spreadsheet software: Testing innovation diffusion theory in the context of end-user computing
  publication-title: Information Systems Research
  doi: 10.1287/isre.1.2.115
– volume: 61
  start-page: 119
  issue: 2
  year: 2011
  ident: 10.1016/j.chb.2016.07.005_bib89
  article-title: At home and abroad: An empirical analysis of innovation and diffusion in energy technologies
  publication-title: Journal of Environmental Economics and Management
  doi: 10.1016/j.jeem.2010.08.004
– volume: 19
  start-page: 24
  issue: 6
  year: 2012
  ident: 10.1016/j.chb.2016.07.005_bib11
  article-title: Foci and blind spots in user experience research
  publication-title: Interactions
  doi: 10.1145/2377783.2377790
– volume: 27
  start-page: 6
  issue: 1
  year: 2014
  ident: 10.1016/j.chb.2016.07.005_bib32
  article-title: Technology acceptance model (TAM) and social media usage: An empirical study on facebook
  publication-title: Journal of Enterprise Information Management
  doi: 10.1108/JEIM-04-2012-0011
– year: 2003
  ident: 10.1016/j.chb.2016.07.005_bib67
– volume: 59
  start-page: 431
  issue: 4
  year: 2003
  ident: 10.1016/j.chb.2016.07.005_bib97
  article-title: Predicting the use of web-based information systems: Self-efficacy, enjoyment, learning goal orientation, and the technology acceptance model
  publication-title: International Journal of Human-Computer Studies
  doi: 10.1016/S1071-5819(03)00114-9
– volume: 4
  start-page: 315
  issue: 4
  year: 2015
  ident: 10.1016/j.chb.2016.07.005_bib65
  article-title: Lesson learned from collecting quantified self information via mobile and wearable devices
  publication-title: Journal of Sensor and Actuator Networks
  doi: 10.3390/jsan4040315
– volume: 27
  start-page: 242
  issue: 3
  year: 2010
  ident: 10.1016/j.chb.2016.07.005_bib90
  article-title: Analysis of users and non-users of smartphone applications
  publication-title: Telematics and Informatics
  doi: 10.1016/j.tele.2009.11.001
– volume: 8
  start-page: 3
  issue: 4
  year: 2007
  ident: 10.1016/j.chb.2016.07.005_bib6
  article-title: The legacy of the technology acceptance model and a proposal for a paradigm shift
  publication-title: Journal of the Association for Information Systems
  doi: 10.17705/1jais.00122
– volume: 51
  start-page: 557
  year: 2015
  ident: 10.1016/j.chb.2016.07.005_bib52
  article-title: An emerging–Social and emerging computing enabled philosophical paradigm for collaborative learning systems: Toward high effective next generation learning systems for the knowledge society
  publication-title: Computers in Human Behavior
  doi: 10.1016/j.chb.2015.06.004
– volume: 61
  start-page: 417
  issue: 2
  year: 2005
  ident: 10.1016/j.chb.2016.07.005_bib36
  article-title: Storylines of research in diffusion of innovation: A meta-narrative approach to systematic review
  publication-title: Social Science & Medicine
  doi: 10.1016/j.socscimed.2004.12.001
– volume: 38
  start-page: 475
  issue: 3
  year: 1993
  ident: 10.1016/j.chb.2016.07.005_bib26
  article-title: User acceptance of information technology: System characteristics, user perceptions and behavioral impacts
  publication-title: International Journal of Man-Machine Studies
  doi: 10.1006/imms.1993.1022
– year: 2015
  ident: 10.1016/j.chb.2016.07.005_bib21
SSID ssj0005506
Score 2.5521219
Snippet With the growing smartwatch market over the past few years, smartwatch acceptance in consumer markets has become an important topic for both researchers and...
SourceID crossref
elsevier
SourceType Enrichment Source
Index Database
Publisher
StartPage 383
SubjectTerms Innovation diffusion theory (IDT)
Perceived enjoyment
Smartwatch
Technology acceptance model (TAM)
Unified theory of acceptance and use of technology (UTAUT)
Wearable technology
Title Exploring consumers’ intention to accept smartwatch
URI https://dx.doi.org/10.1016/j.chb.2016.07.005
Volume 64
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3NSsNAEF5KvfTiT1WsP2UPnoS1SXaTzR5LsVQLPajF3kJ2s0sr2hZbES_ia_h6Pok7yaZUUA-eQsIMJLObmW_Yb2YQOs2YtKDVE0RqHhEbbzVJ7VKTmBqbYWvjUZWzfAdRb8iuRuGogjplLQzQKp3vL3x67q3dk5azZms-mbRuoPV7GNHAIgpocgJ5O2Mcdvn52xrNI8zna4IwAenyZDPneKmxBHZX0b8TJtj9FJvW4k13G206oIjbxbvsoIqe1tFWOYQBu3-yjmorF_a6i8IVpQ4rV1u5-Hz_wNAUIqc14uUMpwqoLHjxaL_zxXri8R4adi9uOz3iBiMQRSO6JAHLOCA9m6uksW-0yTwm01gA2lA2LRQ6MkaJUNKYpSbQmlvQoXjKAx1rrQTdR9XpbKoPEPa1EVTr1OKgfES6ENwXPJNRnElfhEEDeaVJEuW6hsPwioekpIfdJ9aKCVgx8eAsO2ygs5XKvGiZ8ZcwK-2cfFv3xLr039UO_6d2hGpwV9QSHqPq8ulZn1hQsZTNfNc00Ub7st8bwLV_fdf_Au9xzHY
linkProvider Elsevier
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3LSsNAFL2ILuzGt_h2FroRYtO8Z-FCfNDa2o0tdBeTyQ2taBVbETfib_gd_pFf4r3JpFRQF0K3SS5M7gznnmHOnAuwlzgxkVZTGjH6nkH1Fo2IptoI7JR22JiatspUvk2v2nYuOm5nCj6KuzAsq9TYn2N6htb6SVlns_zQ65Wv2Prd9WyLGAWbnJhaWVnHl2fatw2Oaqc0yfuWdX7WOqkaurWAoWzPHhqWk_jMlYjtR0ElxTQxnTgKJNdrRRsriV6aKunGduBEqYXoU9lWfuRbGCAqdmAi3J9xCC64bcLh65iuxM0aevLoDB5ecZSaicpUN2Y5WW4Yyi3zfiqGYwXufAHmNDMVx_nPL8IU9pdgvuj6IDQILEFphJkvy-CONHxC6cucg8-3d8EuFJmOUgzvRaRYOyMGd5TYZ4L-7gq0J5KuVZju3_dxDUQFU2kjRkS8sp7sUvoV6SexFyRxRbrWOphFSkKlbcq5W8ZtWOjRbkLKYshZDE0-PHfX4WAU8pB7dPz1sVPkOfy20EKqIb-HbfwvbBdmq63LRtioNeubUOI3-UXGLZgePj7hNjGaYbyTrSAB15Nesl9hogbM
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Exploring+consumers%E2%80%99+intention+to+accept+smartwatch&rft.jtitle=Computers+in+human+behavior&rft.au=Wu%2C+Liang-Hong&rft.au=Wu%2C+Liang-Chuan&rft.au=Chang%2C+Shou-Chi&rft.date=2016-11-01&rft.issn=0747-5632&rft.volume=64&rft.spage=383&rft.epage=392&rft_id=info:doi/10.1016%2Fj.chb.2016.07.005&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_j_chb_2016_07_005
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0747-5632&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0747-5632&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0747-5632&client=summon