Embracing mobile shopping: what matters most in the midst of a pandemic?

PurposeThe COVID-19 pandemic has brought about significant changes to the lives of many people. One of which is the accelerated digitalization in the commerce sector. Hence, this study looks to determine the antecedents that affect users' mobile shopping actual use during a pandemic.Design/meth...

Full description

Saved in:
Bibliographic Details
Published inIndustrial management + data systems Vol. 122; no. 7; pp. 1645 - 1664
Main Authors Loh, Xiu Ming, Lee, Voon Hsien, Tan, Garry Wei-Han, Ooi, Keng-Boon, Fosso Wamba, Samuel
Format Journal Article
LanguageEnglish
Published Wembley Emerald Publishing Limited 21.06.2022
Emerald Group Publishing Limited
Subjects
Online AccessGet full text
ISSN0263-5577
1758-5783
DOI10.1108/IMDS-09-2021-0558

Cover

Loading…
Abstract PurposeThe COVID-19 pandemic has brought about significant changes to the lives of many people. One of which is the accelerated digitalization in the commerce sector. Hence, this study looks to determine the antecedents that affect users' mobile shopping actual use during a pandemic.Design/methodology/approachThe research model was founded on the integration of the Protection Motivation Theory and Transactional Theory of Stress. This is in addition to further extending the integrated research model with other constructs to develop a multi-dimensional framework that accounted for the health, personal, technological and social dimensions. The data was collected from users of mobile shopping through an online survey which was then analyzed via Partial Least Squares–Structural Equation Modeling.FindingsThis study provides empirical support to establish the major role of COVID-19 pandemic in affecting the actual usage of mobile shopping. Furthermore, the determinants of actual usage of mobile shopping were found to be multi-dimensional. In particular, the Importance-Performance Map Analysis revealed that emphasis should be place on perceived vulnerability.Originality/valueAs other studies focused on users' intentions, this study looked into the factors that influence the actual usage of mobile shopping. Furthermore, this study emphasizes on the contextualization of time and situation in addition to a multi-dimensional approach toward the subject matter. Overall, this study offers practical insights to stakeholders to better tailor their mobile shopping services in times of a pandemic and advances the literature on actual usage of mobile shopping.
AbstractList PurposeThe COVID-19 pandemic has brought about significant changes to the lives of many people. One of which is the accelerated digitalization in the commerce sector. Hence, this study looks to determine the antecedents that affect users' mobile shopping actual use during a pandemic.Design/methodology/approachThe research model was founded on the integration of the Protection Motivation Theory and Transactional Theory of Stress. This is in addition to further extending the integrated research model with other constructs to develop a multi-dimensional framework that accounted for the health, personal, technological and social dimensions. The data was collected from users of mobile shopping through an online survey which was then analyzed via Partial Least Squares–Structural Equation Modeling.FindingsThis study provides empirical support to establish the major role of COVID-19 pandemic in affecting the actual usage of mobile shopping. Furthermore, the determinants of actual usage of mobile shopping were found to be multi-dimensional. In particular, the Importance-Performance Map Analysis revealed that emphasis should be place on perceived vulnerability.Originality/valueAs other studies focused on users' intentions, this study looked into the factors that influence the actual usage of mobile shopping. Furthermore, this study emphasizes on the contextualization of time and situation in addition to a multi-dimensional approach toward the subject matter. Overall, this study offers practical insights to stakeholders to better tailor their mobile shopping services in times of a pandemic and advances the literature on actual usage of mobile shopping.
Purpose>The COVID-19 pandemic has brought about significant changes to the lives of many people. One of which is the accelerated digitalization in the commerce sector. Hence, this study looks to determine the antecedents that affect users' mobile shopping actual use during a pandemic.Design/methodology/approach>The research model was founded on the integration of the Protection Motivation Theory and Transactional Theory of Stress. This is in addition to further extending the integrated research model with other constructs to develop a multi-dimensional framework that accounted for the health, personal, technological and social dimensions. The data was collected from users of mobile shopping through an online survey which was then analyzed via Partial Least Squares–Structural Equation Modeling.Findings>This study provides empirical support to establish the major role of COVID-19 pandemic in affecting the actual usage of mobile shopping. Furthermore, the determinants of actual usage of mobile shopping were found to be multi-dimensional. In particular, the Importance-Performance Map Analysis revealed that emphasis should be place on perceived vulnerability.Originality/value>As other studies focused on users' intentions, this study looked into the factors that influence the actual usage of mobile shopping. Furthermore, this study emphasizes on the contextualization of time and situation in addition to a multi-dimensional approach toward the subject matter. Overall, this study offers practical insights to stakeholders to better tailor their mobile shopping services in times of a pandemic and advances the literature on actual usage of mobile shopping.
Author Tan, Garry Wei-Han
Ooi, Keng-Boon
Fosso Wamba, Samuel
Lee, Voon Hsien
Loh, Xiu Ming
Author_xml – sequence: 1
  givenname: Xiu Ming
  orcidid: 0000-0003-0649-9183
  surname: Loh
  fullname: Loh, Xiu Ming
  email: lohxiuming96@gmail.com
– sequence: 2
  givenname: Voon Hsien
  orcidid: 0000-0002-8723-8219
  surname: Lee
  fullname: Lee, Voon Hsien
  email: leevoonhsien@gmail.com
– sequence: 3
  givenname: Garry Wei-Han
  orcidid: 0000-0003-2942-9700
  surname: Tan
  fullname: Tan, Garry Wei-Han
  email: garrytanweihan@gmail.com
– sequence: 4
  givenname: Keng-Boon
  orcidid: 0000-0002-3384-1207
  surname: Ooi
  fullname: Ooi, Keng-Boon
  email: ooikengboon@gmail.com
– sequence: 5
  givenname: Samuel
  orcidid: 0000-0002-1073-058X
  surname: Fosso Wamba
  fullname: Fosso Wamba, Samuel
  email: s.fosso-wamba@tbs-education.fr
BookMark eNp9kU1LAzEQhoNUsK3-AG8Bz6vJZrPZ9SJSqy1UPKjnME2yNqW7WZMU8d-bpV4U8TSfz8zwzgSNOtcZhM4puaSUVFfLx7vnjNRZTnKaEc6rIzSmglcZFxUboTHJS5ZxLsQJmoSwJSQl8nKMFvN27UHZ7g23bm13BoeN6_sUX-OPDUTcQozGh1QNEdsOx43BrdUpcA0G3EOnTWvVzSk6bmAXzNm3naLX-_nLbJGtnh6Ws9tVphgtYsZ0SQumc1ap5FDTlOmQshBcQWEY0ULXAGtjVKUJAy4KpZqm4KwBqHW6mk3RxWFu79373oQot27vu7RS5qWoeC0IFalLHLqUdyF400hlI0TruujB7iQlcpBNDrJJUstBNjnIlkj6i-y9bcF__suQA2Na42Gn_0R-fId9AbYdf30
CitedBy_id crossref_primary_10_1080_08874417_2022_2125102
crossref_primary_10_1016_j_eswa_2022_117659
crossref_primary_10_1016_j_tele_2024_102188
crossref_primary_10_1080_08874417_2023_2261010
crossref_primary_10_1111_ijcs_13047
crossref_primary_10_1016_j_jbusres_2023_114190
crossref_primary_10_1016_j_tele_2023_101953
crossref_primary_10_1108_YC_04_2022_1515
crossref_primary_10_1016_j_jbusres_2023_113726
Cites_doi 10.1007/s10796-021-10202-z
10.1016/j.jenvman.2018.10.030
10.1016/j.ijinfomgt.2018.09.013
10.1016/j.jbusres.2020.06.008
10.1080/00223980.1975.9915803
10.2307/30036540
10.1016/j.tele.2018.04.009
10.1016/j.jretconser.2020.102300
10.1016/j.techsoc.2020.101430
10.1108/IMDS-12-2015-0490
10.1016/j.techfore.2017.10.007
10.1016/j.tourman.2010.01.011
10.1080/08874417.2016.1164497
10.1080/13548506.2015.1034733
10.1016/j.im.2020.103265
10.1108/IMDS-02-2016-0052
10.1016/j.chb.2016.12.013
10.1108/IMDS-11-2019-0628
10.1016/j.jretconser.2018.01.017
10.1108/IMDS-05-2014-0146
10.1080/08874417.2021.2004564
10.1504/IJMC.2011.040608
10.2307/41409963
10.1016/j.eswa.2016.04.015
10.1080/07421222.2019.1661092
10.1080/08841241.2020.1834486
10.1016/j.techfore.2014.06.004
10.1108/IMDS-04-2020-0239
10.1016/j.jaridenv.2015.11.010
10.1016/j.ssmph.2018.11.005
10.1111/j.1559-1816.2000.tb02323.x
10.1504/IJMC.2012.048137
10.1016/j.mlwa.2021.100034
10.3846/16111699.2011.620155
10.1016/j.eswa.2019.05.024
10.1016/j.ijinfomgt.2019.05.022
10.1016/j.chb.2011.10.005
10.1080/0144929X.2018.1513563
10.1080/07421222.2017.1394083
10.1016/j.chb.2017.07.018
10.1111/isj.12068
10.1111/isj.12169
10.1080/17538157.2017.1364250
10.5465/amr.2006.20208687
10.1016/j.ijinfomgt.2019.102063
10.1509/jmkg.67.2.1.18607
10.1016/j.chb.2015.07.014
10.3390/su9071079
10.1108/10662241211199988
10.1080/10447318.2011.555313
10.1080/0144929X.2019.1585476
10.1108/IJBM-06-2021-0257
10.1016/j.jbusres.2019.11.056
10.1108/IJCHM-02-2015-0073
10.2753/MIS0742-1222270311
10.1016/j.ijhcs.2018.11.003
10.1108/IMDS-12-2019-0714
10.1037/0021-9010.88.5.879
10.1016/j.dss.2010.07.009
10.1016/j.tele.2018.09.005
10.1177/0266666917738042
10.1504/IJMC.2013.055748
10.1016/j.chb.2017.10.035
10.1016/j.gecco.2020.e00908
10.1080/08874417.2019.1688733
10.25300/MISQ/2022/14950
10.1016/j.im.2020.103416
10.1108/IMDS-08-2020-0506
10.1080/08874417.2020.1858731
ContentType Journal Article
Copyright Emerald Publishing Limited
Emerald Publishing Limited.
Copyright_xml – notice: Emerald Publishing Limited
– notice: Emerald Publishing Limited.
DBID AAYXX
CITATION
7SC
7WY
7WZ
7XB
8AO
8FD
8FE
8FG
AFKRA
ARAPS
AZQEC
BENPR
BEZIV
BGLVJ
CCPQU
DWQXO
F28
FR3
F~G
GNUQQ
GUQSH
HCIFZ
JQ2
K6~
K7-
L.-
L.0
L7M
L~C
L~D
M0C
M0N
M2O
MBDVC
P5Z
P62
PHGZM
PHGZT
PKEHL
PQBIZ
PQEST
PQGLB
PQQKQ
PQUKI
Q9U
DOI 10.1108/IMDS-09-2021-0558
DatabaseName CrossRef
Computer and Information Systems Abstracts
ABI/INFORM Collection
ABI/INFORM Global (PDF only)
ProQuest Central (purchase pre-March 2016)
ProQuest Pharma Collection
Technology Research Database
ProQuest SciTech Collection
ProQuest Technology Collection
ProQuest Central UK/Ireland
Advanced Technologies & Aerospace Collection
ProQuest Central Essentials
ProQuest Central
Business Premium Collection
Technology Collection
ProQuest One Community College
ProQuest Central Korea
ANTE: Abstracts in New Technology & Engineering
Engineering Research Database
ABI/INFORM Global (Corporate)
ProQuest Central Student
Research Library Prep
SciTech Premium Collection
ProQuest Computer Science Collection
ProQuest Business Collection
Computer Science Database
ABI/INFORM Professional Advanced
ABI/INFORM Professional Standard
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts – Academic
Computer and Information Systems Abstracts Professional
ABI/INFORM Global
Computing Database
Research Library
Research Library (Corporate)
Advanced Technologies & Aerospace Database
ProQuest Advanced Technologies & Aerospace Collection
ProQuest Central Premium
ProQuest One Academic
ProQuest One Academic Middle East (New)
ProQuest One Business
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central Basic
DatabaseTitle CrossRef
ABI/INFORM Global (Corporate)
ProQuest One Business
Research Library Prep
Computer Science Database
ProQuest Central Student
Technology Collection
Technology Research Database
Computer and Information Systems Abstracts – Academic
ProQuest One Academic Middle East (New)
ProQuest Advanced Technologies & Aerospace Collection
ProQuest Central Essentials
ProQuest Computer Science Collection
Computer and Information Systems Abstracts
SciTech Premium Collection
ProQuest One Community College
ProQuest Pharma Collection
ABI/INFORM Complete
ProQuest Central
ABI/INFORM Professional Advanced
ProQuest One Applied & Life Sciences
ABI/INFORM Professional Standard
ProQuest Central Korea
ProQuest Research Library
ProQuest Central (New)
Advanced Technologies Database with Aerospace
ANTE: Abstracts in New Technology & Engineering
Advanced Technologies & Aerospace Collection
Business Premium Collection
ABI/INFORM Global
ProQuest Computing
ProQuest Central Basic
ProQuest One Academic Eastern Edition
ProQuest Technology Collection
ProQuest SciTech Collection
ProQuest Business Collection
Computer and Information Systems Abstracts Professional
Advanced Technologies & Aerospace Database
ProQuest One Academic UKI Edition
Engineering Research Database
ProQuest One Academic
ProQuest One Academic (New)
DatabaseTitleList
ABI/INFORM Global (Corporate)
Database_xml – sequence: 1
  dbid: 8FG
  name: ProQuest Technology Collection
  url: https://search.proquest.com/technologycollection1
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Computer Science
Business
EISSN 1758-5783
EndPage 1664
ExternalDocumentID 10_1108_IMDS_09_2021_0558
10.1108/IMDS-09-2021-0558
GroupedDBID -~X
.DC
.WU
0R~
29I
3FY
4.4
5GY
5VS
70U
7WY
9E0
9F-
AACOY
AADTA
AADXL
AAGBP
AAMCF
AAPSD
AAUDR
ABEAN
ABFLS
ABIJV
ABPPZ
ABSDC
ACBMB
ACGFS
ACIWK
ACMTK
ADFRT
ADOMW
AEBZA
AEDOK
AEMMR
AENEX
AETHF
AEUCW
AFNZV
AFUVZ
AFZLO
AHUOY
AIAFM
AJEBP
AJFKA
ALMA_UNASSIGNED_HOLDINGS
APPLU
ARAPS
ASMFL
ASPJK
ATGMP
AUCOK
AVELQ
BENPR
BLEHN
BUONS
CS3
DU5
EBS
ECCUG
FNNZZ
GEA
GEB
GEC
GEI
GMM
GMN
GMX
GQ.
GROUPED_ABI_INFORM_COMPLETE
H13
HCIFZ
HZ~
IAO
IEA
IGG
IJT
IOF
IPNFZ
J1Y
JI-
JL0
K6~
KBGRL
L7B
LXL
LXN
M2O
M42
MS~
N95
O9-
P2P
Q3A
RIG
TDQ
TEM
TET
TGG
TMD
TMF
TMK
TMT
TN5
V1G
VQA
Z11
Z12
Z21
ZYZAG
1XV
8AO
8FE
8FG
8R4
8R5
AAKOT
AAXBI
AAYXX
ABCQX
ABJNI
ABXQL
ABYQI
ACTSA
ACZKX
ADQHX
ADWNT
AFKRA
AFNTC
AGTVX
AHMHQ
AILOG
AODMV
AZQEC
BEZIV
BGLVJ
BPHCQ
CCPQU
CITATION
DWQXO
EOXHF
GNUQQ
GROUPED_ABI_INFORM_RESEARCH
GUQSH
ITC
K6V
K7-
M0C
P62
PHGZM
PHGZT
PQBIZ
PQGLB
PQQKQ
PROAC
Q2X
SCAQC
SDURG
7SC
7XB
8FD
AAVEV
F28
FR3
JQ2
L.-
L.0
L7M
L~C
L~D
M0N
MBDVC
PKEHL
PQEST
PQUKI
Q9U
ID FETCH-LOGICAL-c314t-3d6143d238c6141ef60266475ca4e30d7d9aabeec8d03a574ccff453faa9d0003
IEDL.DBID ZYZAG
ISSN 0263-5577
IngestDate Sat Aug 23 14:59:53 EDT 2025
Thu Jul 31 00:24:32 EDT 2025
Thu Apr 24 22:59:33 EDT 2025
Thu Feb 16 12:19:44 EST 2023
IsPeerReviewed true
IsScholarly true
Issue 7
Keywords Mobile commerce
Transactional theory of stress
COVID-19 pandemic
Protection motivation theory
Mobile shopping
Language English
License Licensed re-use rights only
https://www.emerald.com/insight/site-policies
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c314t-3d6143d238c6141ef60266475ca4e30d7d9aabeec8d03a574ccff453faa9d0003
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0002-8723-8219
0000-0003-2942-9700
0000-0003-0649-9183
0000-0002-3384-1207
0000-0002-1073-058X
PQID 2678597017
PQPubID 47599
PageCount 20
ParticipantIDs emerald_primary_10_1108_IMDS-09-2021-0558
crossref_citationtrail_10_1108_IMDS_09_2021_0558
crossref_primary_10_1108_IMDS_09_2021_0558
proquest_journals_2678597017
PublicationCentury 2000
PublicationDate 2022-06-21
PublicationDateYYYYMMDD 2022-06-21
PublicationDate_xml – month: 06
  year: 2022
  text: 2022-06-21
  day: 21
PublicationDecade 2020
PublicationPlace Wembley
PublicationPlace_xml – name: Wembley
PublicationTitle Industrial management + data systems
PublicationYear 2022
Publisher Emerald Publishing Limited
Emerald Group Publishing Limited
Publisher_xml – name: Emerald Publishing Limited
– name: Emerald Group Publishing Limited
References (key2022092113251694400_ref030) 2019; 133
(key2022092113251694400_bib83) 2018; 42
(key2022092113251694400_ref050) 2016; 28
(key2022092113251694400_ref004) 2017; 69
(key2022092113251694400_ref008) 2013; 11
(key2022092113251694400_ref026) 2021; 4
(key2022092113251694400_bib81) 2021; 121
(key2022092113251694400_ref009) 2020; 117
(key2022092113251694400_ref006) 2012; 28
(key2022092113251694400_ref022) 2016; 127
key2022092113251694400_ref046
(key2022092113251694400_ref064) 2019; 29
key2022092113251694400_ref047
(key2022092113251694400_ref080) 2019; 35
key2022092113251694400_ref044
(key2022092113251694400_ref043) 2015; 25
(key2022092113251694400_ref040) 2021
(key2022092113251694400_ref031) 2020; 110
(key2022092113251694400_ref010) 2020
(key2022092113251694400_ref024) 2012; 10
(key2022092113251694400_ref012) 2015; 53
(key2022092113251694400_ref023) 2011; 32
(key2022092113251694400_ref032) 2021; 58
(key2022092113251694400_ref018) 2020; 120
(key2022092113251694400_ref002) 2020; 52
(key2022092113251694400_ref019) 2017; 9
(key2022092113251694400_ref017) 2020; 30
(key2022092113251694400_bib87) 2020; 121
(key2022092113251694400_ref056) 2020; 22
(key2022092113251694400_ref007) 2019; 38
(key2022092113251694400_ref058) 2011; 27
(key2022092113251694400_ref038) 2019; 44
(key2022092113251694400_ref039) 2021; 31
(key2022092113251694400_ref041) 2022
(key2022092113251694400_ref069) 2003; 27
(key2022092113251694400_ref076) 2020; 58
(key2022092113251694400_ref077) 2012; 22
(key2022092113251694400_ref061) 2018; 35
(key2022092113251694400_ref003) 2019; 7
(key2022092113251694400_ref054) 2019; 38
(key2022092113251694400_ref034) 2007; 311
(key2022092113251694400_ref057) 2019; 44
(key2022092113251694400_ref013) 2017
(key2022092113251694400_ref053) 2016; 21
(key2022092113251694400_ref074) 2020; 0
(key2022092113251694400_ref062) 2020
(key2022092113251694400_bib88) 2017; 117
(key2022092113251694400_ref035) 2013
(key2022092113251694400_bib85) 2020; 57
(key2022092113251694400_ref052) 2003; 88
(key2022092113251694400_ref036) 2020
(key2022092113251694400_ref045) 2017; 34
(key2022092113251694400_bib82) 2017; 117
(key2022092113251694400_bib84) 2019; 36
(key2022092113251694400_ref075) 2017; 76
(key2022092113251694400_ref025) 2015; 92
(key2022092113251694400_ref072) 2022; 175
(key2022092113251694400_ref078) 2020
(key2022092113251694400_ref011) 2000; 30
(key2022092113251694400_ref070) 2019; 231
(key2022092113251694400_ref037) 2011; 9
(key2022092113251694400_ref060) 2018; 35
(key2022092113251694400_ref071) 2021
(key2022092113251694400_ref042) 2022; 62
(key2022092113251694400_ref020) 2006; 31
(key2022092113251694400_ref066) 2021
(key2022092113251694400_ref005) 2020; 120
(key2022092113251694400_ref033) 2020; 63
key2022092113251694400_ref016
(key2022092113251694400_ref055) 1975; 91
(key2022092113251694400_ref073) 2014; 114
(key2022092113251694400_ref049) 2016; 59
(key2022092113251694400_ref063) 2010; 27
(key2022092113251694400_ref051) 2003; 67
(key2022092113251694400_ref059) 2020; 50
(key2022092113251694400_bib90) 2012; 13
(key2022092113251694400_ref001) 2011; 35
(key2022092113251694400_ref014) 2016; 56
(key2022092113251694400_ref015) 2019; 144
(key2022092113251694400_ref021) 2018; 79
(key2022092113251694400_ref068) 2019; 123
(key2022092113251694400_ref048) 2022; 65
(key2022092113251694400_ref079) 2020; 44
(key2022092113251694400_bib86) 2022; 46
(key2022092113251694400_ref065) 2014; 25
(key2022092113251694400_ref029) 2011; 50
References_xml – year: 2021
  ident: key2022092113251694400_ref040
  article-title: The dark side of mobile learning via social media: how bad can it get?
  publication-title: Information Systems Frontiers
  doi: 10.1007/s10796-021-10202-z
– volume: 231
  start-page: 869
  year: 2019
  ident: key2022092113251694400_ref070
  article-title: Understanding scuba divers' response to coral bleaching: an application of protection motivation theory
  publication-title: Journal of Environmental Management
  doi: 10.1016/j.jenvman.2018.10.030
– ident: key2022092113251694400_ref047
– volume: 44
  start-page: 65
  year: 2019
  ident: key2022092113251694400_ref057
  article-title: Examining the role of trust and quality dimensions in the actual usage of mobile banking services: an empirical investigation
  publication-title: International Journal of Information Management
  doi: 10.1016/j.ijinfomgt.2018.09.013
– volume: 117
  start-page: 284
  year: 2020
  ident: key2022092113251694400_ref009
  article-title: Effects of COVID-19 on business and research
  publication-title: Journal of Business Research
  doi: 10.1016/j.jbusres.2020.06.008
– volume: 91
  start-page: 93
  issue: 1
  year: 1975
  ident: key2022092113251694400_ref055
  article-title: A protection motivation theory of fear appeals and attitude change
  publication-title: Journal of Psychology
  doi: 10.1080/00223980.1975.9915803
– volume: 27
  start-page: 425
  issue: 3
  year: 2003
  ident: key2022092113251694400_ref069
  article-title: User acceptance of information technology: toward a unified view
  publication-title: MIS Quarterly
  doi: 10.2307/30036540
– volume: 35
  start-page: 1617
  issue: 6
  year: 2018
  ident: key2022092113251694400_ref061
  article-title: Gender and age: do they really moderate mobile tourism shopping behavior?
  publication-title: Telematics and Informatics
  doi: 10.1016/j.tele.2018.04.009
– volume: 58
  year: 2020
  ident: key2022092113251694400_ref076
  article-title: QR code and mobile payment: the disruptive forces in retail
  publication-title: Journal of Retailing and Consumer Services
  doi: 10.1016/j.jretconser.2020.102300
– volume: 63
  year: 2020
  ident: key2022092113251694400_ref033
  article-title: The disruptive mobile wallet in the hospitality industry: an extended mobile technology acceptance model
  publication-title: Technology in Society
  doi: 10.1016/j.techsoc.2020.101430
– volume: 117
  start-page: 560
  issue: 3
  year: 2017
  ident: key2022092113251694400_bib88
  article-title: Mobile applications in tourism: the future of the tourism industry?
  publication-title: Industrial Management and Data Systems
  doi: 10.1108/IMDS-12-2015-0490
– volume: 144
  start-page: 311
  year: 2019
  ident: key2022092113251694400_ref015
  article-title: The age of mobile social commerce: an artificial neural network analysis on its resistances
  publication-title: Technological Forecasting and Social Change
  doi: 10.1016/j.techfore.2017.10.007
– volume: 32
  start-page: 256
  issue: 2
  year: 2011
  ident: key2022092113251694400_ref023
  article-title: The effect of perceived trust on electronic commerce: shopping online for tourism products and services in South Korea
  publication-title: Tourism Management
  doi: 10.1016/j.tourman.2010.01.011
– volume: 30
  start-page: 141
  issue: 1
  year: 2020
  ident: key2022092113251694400_ref017
  article-title: Factors influencing people's continuous watching intention and consumption intention in live streaming: evidence from China
  publication-title: Internet Research
– volume: 56
  start-page: 352
  issue: 4
  year: 2016
  ident: key2022092113251694400_ref014
  article-title: Predicting drivers of mobile entertainment adoption: a two-stage SEM-artificial-neural-network analysis
  publication-title: Journal of Computer Information Systems
  doi: 10.1080/08874417.2016.1164497
– volume: 21
  start-page: 38
  issue: 1
  year: 2016
  ident: key2022092113251694400_ref053
  article-title: An online study combining the constructs from the theory of planned behaviour and protection motivation theory in predicting intention to test for chlamydia in two testing contexts
  publication-title: Psychology, Health and Medicine
  doi: 10.1080/13548506.2015.1034733
– volume: 57
  issue: 8
  year: 2020
  ident: key2022092113251694400_bib85
  article-title: Impact of technostress on productivity from the theoretical perspective of appraisal and coping processes
  publication-title: Information and Management
  doi: 10.1016/j.im.2020.103265
– volume: 117
  start-page: 213
  issue: 1
  year: 2017
  ident: key2022092113251694400_bib82
  article-title: Understanding mobile shopping consumers’ continuance intention
  publication-title: Industrial Management and Data Systems
  doi: 10.1108/IMDS-02-2016-0052
– volume: 175
  year: 2022
  ident: key2022092113251694400_ref072
  article-title: Revisiting TAM2 in behavioral targeting advertising: a deep learning-based dual-stage SEM-ANN analysis
  publication-title: Technological Forecasting and Social Change
– volume: 69
  start-page: 207
  year: 2017
  ident: key2022092113251694400_ref004
  article-title: User trust in social networking services: a comparison of Facebook and LinkedIn
  publication-title: Computers in Human Behavior
  doi: 10.1016/j.chb.2016.12.013
– volume: 120
  start-page: 2375
  issue: 12
  year: 2020
  ident: key2022092113251694400_ref005
  article-title: The effect of online shopping festival promotion strategies on consumer participation intention
  publication-title: Industrial Management and Data Systems
  doi: 10.1108/IMDS-11-2019-0628
– ident: key2022092113251694400_ref044
– volume: 42
  start-page: 133
  year: 2018
  ident: key2022092113251694400_bib83
  article-title: Exploring consumers perceived risk and trust for mobile shopping: a theoretical framework and empirical study
  publication-title: Journal of Retailing and Consumer Services
  doi: 10.1016/j.jretconser.2018.01.017
– volume: 114
  start-page: 1050
  issue: 7
  year: 2014
  ident: key2022092113251694400_ref073
  article-title: Mobile TV: a new form of entertainment?
  publication-title: Industrial Management and Data Systems
  doi: 10.1108/IMDS-05-2014-0146
– start-page: 1
  year: 2021
  ident: key2022092113251694400_ref071
  article-title: What's stopping you from migrating to mobile tourism shopping?
  publication-title: Journal of Computer Information Systems
  doi: 10.1080/08874417.2021.2004564
– volume: 9
  start-page: 298
  issue: 3
  year: 2011
  ident: key2022092113251694400_ref037
  article-title: Determinants of adoption of mobile healthcare service
  publication-title: International Journal of Mobile Communications
  doi: 10.1504/IJMC.2011.040608
– volume: 35
  start-page: 831
  issue: 4
  year: 2011
  ident: key2022092113251694400_ref001
  article-title: Technostress: technological antecedents and implications
  publication-title: MIS Quarterly
  doi: 10.2307/41409963
– year: 2020
  ident: key2022092113251694400_ref036
  article-title: Online shopping goes up as people stay in
  publication-title: The Star
– volume: 59
  start-page: 33
  year: 2016
  ident: key2022092113251694400_ref049
  article-title: Mobile technology acceptance model: an investigation using mobile users to explore smartphone credit card
  publication-title: Expert Systems with Applications
  doi: 10.1016/j.eswa.2016.04.015
– volume: 36
  start-page: 1179
  issue: 4
  year: 2019
  ident: key2022092113251694400_bib84
  article-title: Deliberate or instinctive? Proactive and reactive coping for technostress
  publication-title: Journal of Management Information Systems
  doi: 10.1080/07421222.2019.1661092
– volume: 0
  start-page: 1
  issue: 0
  year: 2020
  ident: key2022092113251694400_ref074
  article-title: Mobile social media marketing: a new marketing channel among digital natives in higher education?
  publication-title: Journal of Marketing for Higher Education
  doi: 10.1080/08841241.2020.1834486
– volume: 92
  start-page: 155
  year: 2015
  ident: key2022092113251694400_ref025
  article-title: Switching attitudes of Taiwanese middle-aged and elderly patients toward cloud healthcare services: an exploratory study
  publication-title: Technological Forecasting and Social Change
  doi: 10.1016/j.techfore.2014.06.004
– year: 2020
  ident: key2022092113251694400_ref078
  article-title: Restricted movement for 14 days
  publication-title: The Star
– volume: 65
  year: 2022
  ident: key2022092113251694400_ref048
  article-title: Fashion shopping on the go: a dual-stage predictive-analytics SEM-ANN analysis on usage behaviour, experience response and cross-category usage
  publication-title: Journal of Retailing and Consumer Services
– volume: 121
  start-page: 312
  issue: 2
  year: 2020
  ident: key2022092113251694400_bib87
  article-title: Taxi within a grab? A gender-invariant model of mobile taxi adoption
  publication-title: Industrial Management and Data Systems
  doi: 10.1108/IMDS-04-2020-0239
– volume: 127
  start-page: 128
  year: 2016
  ident: key2022092113251694400_ref022
  article-title: Farmers' pro-environmental behavior under drought: application of protection motivation theory
  publication-title: Journal of Arid Environments
  doi: 10.1016/j.jaridenv.2015.11.010
– volume: 7
  year: 2019
  ident: key2022092113251694400_ref003
  article-title: Using protection motivation theory to predict intention to adhere to official MMR vaccination recommendations in Switzerland
  publication-title: SSM – Population Health
  doi: 10.1016/j.ssmph.2018.11.005
– volume: 30
  start-page: 407
  issue: 2
  year: 2000
  ident: key2022092113251694400_ref011
  article-title: A meta-analysis of research on protection motivation theory
  publication-title: Journal of Applied Social Psychology
  doi: 10.1111/j.1559-1816.2000.tb02323.x
– volume: 10
  start-page: 386
  issue: 4
  year: 2012
  ident: key2022092113251694400_ref024
  article-title: An empirical study of consumer switching behaviour towards mobile shopping: a push–pull–Mooring model
  publication-title: International Journal of Mobile Communications
  doi: 10.1504/IJMC.2012.048137
– volume: 4
  year: 2021
  ident: key2022092113251694400_ref026
  article-title: On the way: hailing a taxi with a smartphone? A hybrid SEM-neural network approach
  publication-title: Machine Learning with Applications
  doi: 10.1016/j.mlwa.2021.100034
– volume: 13
  start-page: 366
  issue: 2
  year: 2012
  ident: key2022092113251694400_bib90
  article-title: Does TQM support innovation performance in Malaysia’s manufacturing industry?
  publication-title: Journal of Business Economics and Management
  doi: 10.3846/16111699.2011.620155
– volume: 133
  start-page: 296
  year: 2019
  ident: key2022092113251694400_ref030
  article-title: A hybrid SEM-neural network analysis of social media addiction
  publication-title: Expert Systems with Applications
  doi: 10.1016/j.eswa.2019.05.024
– volume: 50
  start-page: 191
  year: 2020
  ident: key2022092113251694400_ref059
  article-title: Determining factors in the adoption and recommendation of mobile wallet services in India: analysis of the effect of innovativeness, stress to use and social influence
  publication-title: International Journal of Information Management
  doi: 10.1016/j.ijinfomgt.2019.05.022
– volume: 28
  start-page: 360
  issue: 2
  year: 2012
  ident: key2022092113251694400_ref006
  article-title: An empirical analysis of the determinants of 3G adoption in China
  publication-title: Computers in Human Behavior
  doi: 10.1016/j.chb.2011.10.005
– volume: 38
  start-page: 42
  issue: 1
  year: 2019
  ident: key2022092113251694400_ref007
  article-title: Understanding continuance usage of mobile shopping applications in India: the role of espoused cultural values and perceived risk
  publication-title: Behaviour and Information Technology
  doi: 10.1080/0144929X.2018.1513563
– volume: 34
  start-page: 1203
  issue: 4
  year: 2017
  ident: key2022092113251694400_ref045
  article-title: User motivations in protecting information security: protection motivation theory versus self-determination theory
  publication-title: Journal of Management Information Systems
  doi: 10.1080/07421222.2017.1394083
– volume: 76
  start-page: 245
  year: 2017
  ident: key2022092113251694400_ref075
  article-title: The impact of informational incentives and social influence on consumer behavior during Alibaba's online shopping carnival
  publication-title: Computers in Human Behavior
  doi: 10.1016/j.chb.2017.07.018
– volume: 25
  start-page: 275
  issue: 3
  year: 2015
  ident: key2022092113251694400_ref043
  article-title: The effects of technostress and switching stress on discontinued use of social networking services: a study of Facebook use
  publication-title: Information Systems Journal
  doi: 10.1111/isj.12068
– year: 2020
  ident: key2022092113251694400_ref010
  article-title: World Health Organization declares COVID-19 a ‘pandemic’. Here's what that means
  publication-title: TIME
– ident: key2022092113251694400_ref016
– volume: 29
  start-page: 6
  issue: 1
  year: 2019
  ident: key2022092113251694400_ref064
  article-title: The technostress trifecta-techno eustress, techno distress and design: theoretical directions and an agenda for research
  publication-title: Information Systems Journal
  doi: 10.1111/isj.12169
– volume: 44
  start-page: 92
  issue: 1
  year: 2019
  ident: key2022092113251694400_ref038
  article-title: Exploring the factors that influence physician technostress from using mobile electronic medical records
  publication-title: Informatics for Health and Social Care
  doi: 10.1080/17538157.2017.1364250
– volume: 31
  start-page: 386
  issue: 2
  year: 2006
  ident: key2022092113251694400_ref020
  article-title: The essential impact of context on organizational behavior
  publication-title: Academy of Management Review
  doi: 10.5465/amr.2006.20208687
– volume: 31
  start-page: 376
  issue: 1
  year: 2021
  ident: key2022092113251694400_ref039
  article-title: Switching from cash to mobile payment: what's the hold-up?
  publication-title: Internet Research
– volume: 25
  start-page: 103
  issue: 2
  year: 2014
  ident: key2022092113251694400_ref065
  article-title: Technostress: negative effect on performance and possible mitigations
  publication-title: Information. Systems Journal
– volume: 52
  year: 2020
  ident: key2022092113251694400_ref002
  article-title: Mobile application security: role of perceived privacy as the predictor of security perceptions
  publication-title: International Journal of Information Management
  doi: 10.1016/j.ijinfomgt.2019.102063
– volume: 67
  start-page: 1
  issue: 2
  year: 2003
  ident: key2022092113251694400_ref051
  article-title: What to convey in antismoking advertisements for adolescents: the use of protection motivation theory to identify effective message themes
  publication-title: Journal of Marketing
  doi: 10.1509/jmkg.67.2.1.18607
– volume: 53
  start-page: 249
  year: 2015
  ident: key2022092113251694400_ref012
  article-title: Understanding consumers' continuance intention towards mobile purchase: a theoretical framework and empirical study – a case of China
  publication-title: Computers in Human Behavior
  doi: 10.1016/j.chb.2015.07.014
– volume: 9
  issue: 7
  year: 2017
  ident: key2022092113251694400_ref019
  article-title: Application of protection motivation theory to investigate sustainable waste management behaviors
  publication-title: Sustainability
  doi: 10.3390/su9071079
– volume-title: A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM)
  year: 2017
  ident: key2022092113251694400_ref013
– volume: 22
  start-page: 98
  issue: 1
  year: 2012
  ident: key2022092113251694400_ref077
  article-title: A study of purchasing behavior in Taiwan's online auction websites: effects of uncertainty and gender differences
  publication-title: Internet Research
  doi: 10.1108/10662241211199988
– volume: 27
  start-page: 923
  issue: 10
  year: 2011
  ident: key2022092113251694400_ref058
  article-title: The impact of computer self-efficacy and technology dependence on computer-related technostress: a social cognitive theory perspective
  publication-title: International Journal of Human-Computer Interaction
  doi: 10.1080/10447318.2011.555313
– volume: 38
  start-page: 1337
  issue: 12
  year: 2019
  ident: key2022092113251694400_ref054
  article-title: A double-edged sword? Exploring the impact of students' academic usage of mobile devices on technostress and academic performance
  publication-title: Behaviour and Information Technology
  doi: 10.1080/0144929X.2019.1585476
– volume-title: Social: Why Our Brains Are Wired to Connect
  year: 2013
  ident: key2022092113251694400_ref035
– year: 2022
  ident: key2022092113251694400_ref041
  article-title: The cognitive-affective nexus on mobile payment continuance intention during the COVID-19 pandemic
  publication-title: International Journal of Bank Marketing
  doi: 10.1108/IJBM-06-2021-0257
– volume: 110
  start-page: 24
  year: 2020
  ident: key2022092113251694400_ref031
  article-title: Predicting the antecedents of trust in social commerce – a hybrid structural equation modeling with neural network approach
  publication-title: Journal of Business Research
  doi: 10.1016/j.jbusres.2019.11.056
– volume: 44
  start-page: 1
  issue: 1
  year: 2020
  ident: key2022092113251694400_ref079
  article-title: Mobile health service adoption in China: integration of theory of planned behavior, protection motivation theory and personal health differences
  publication-title: Online Information Review
– ident: key2022092113251694400_ref046
– volume: 28
  start-page: 801
  issue: 4
  year: 2016
  ident: key2022092113251694400_ref050
  article-title: Customer acceptance of cashless payment systems in the hospitality industry
  publication-title: International Journal of Contemporary Hospitality Management
  doi: 10.1108/IJCHM-02-2015-0073
– volume: 27
  start-page: 303
  issue: 3
  year: 2010
  ident: key2022092113251694400_ref063
  article-title: Impact of technostress on end-user satisfaction and performance
  publication-title: Journal of Management Information Systems
  doi: 10.2753/MIS0742-1222270311
– volume: 123
  start-page: 29
  year: 2019
  ident: key2022092113251694400_ref068
  article-title: Using protection motivation theory in the design of nudges to improve online security behavior
  publication-title: International Journal of Human-Computer Studies
  doi: 10.1016/j.ijhcs.2018.11.003
– volume: 120
  start-page: 2397
  issue: 12
  year: 2020
  ident: key2022092113251694400_ref018
  article-title: A cross-country investigation of customer transactions from online to offline channels
  publication-title: Industrial Management and Data Systems
  doi: 10.1108/IMDS-12-2019-0714
– volume: 88
  start-page: 879
  issue: 5
  year: 2003
  ident: key2022092113251694400_ref052
  article-title: Common method biases in behavioral research: a critical review of the literature and recommended remedies
  publication-title: Journal of Applied Psychology
  doi: 10.1037/0021-9010.88.5.879
– volume: 50
  start-page: 361
  issue: 2
  year: 2011
  ident: key2022092113251694400_ref029
  article-title: Understanding anti-plagiarism software adoption: an extended protection motivation theory perspective
  publication-title: Decision Support Systems
  doi: 10.1016/j.dss.2010.07.009
– volume: 35
  start-page: 2270
  issue: 8
  year: 2018
  ident: key2022092113251694400_ref060
  article-title: The interactive mobile social media advertising: an imminent approach to advertise tourism products and services?
  publication-title: Telematics and Informatics
  doi: 10.1016/j.tele.2018.09.005
– volume: 35
  start-page: 220
  issue: 2
  year: 2019
  ident: key2022092113251694400_ref080
  article-title: Understanding social influence on mobile social networking sites: a social support perspective
  publication-title: Information Development
  doi: 10.1177/0266666917738042
– year: 2020
  ident: key2022092113251694400_ref062
  article-title: Malaysia's fatality rate lower than global figures
  publication-title: The Star
– volume: 11
  start-page: 351
  issue: 4
  year: 2013
  ident: key2022092113251694400_ref008
  article-title: Understanding public users' adoption of mobile health service
  publication-title: International Journal of Mobile Communications
  doi: 10.1504/IJMC.2013.055748
– volume: 79
  start-page: 111
  year: 2018
  ident: key2022092113251694400_ref021
  article-title: Limitations to the rapid adoption of M-payment services: understanding the impact of privacy risk on m-payment services
  publication-title: Computers in Human Behavior
  doi: 10.1016/j.chb.2017.10.035
– volume: 311
  start-page: 59
  year: 2007
  ident: key2022092113251694400_ref034
  article-title: Assimilation of enterprise systems: the effect of institutional pressures and the mediating role of top management
  publication-title: MIS Quarterly
– volume: 22
  year: 2020
  ident: key2022092113251694400_ref056
  article-title: Pro-environmental behavior of university students: application of protection motivation theory
  publication-title: Global Ecology and Conservation
  doi: 10.1016/j.gecco.2020.e00908
– volume: 62
  start-page: 39
  issue: 1
  year: 2022
  ident: key2022092113251694400_ref042
  article-title: Towards a cashless society: the imminent role of wearable technology
  publication-title: Journal of Computer Information Systems
  doi: 10.1080/08874417.2019.1688733
– volume: 46
  year: 2022
  ident: key2022092113251694400_bib86
  article-title: Formation and mitigation of technostress in the personal use of IT
  publication-title: MIS Quarterly
  doi: 10.25300/MISQ/2022/14950
– volume: 58
  issue: 2
  year: 2021
  ident: key2022092113251694400_ref032
  article-title: Understanding trust in ms-commerce: the roles of reported experience, linguistic style, profile photo, emotional, and cognitive trust
  publication-title: Information and Management
  doi: 10.1016/j.im.2020.103416
– volume: 121
  start-page: 30
  issue: 1
  year: 2021
  ident: key2022092113251694400_bib81
  article-title: The future is now: calling for a focus on temporal issues in information system research
  publication-title: Industrial Management and Data Systems
  doi: 10.1108/IMDS-08-2020-0506
– year: 2021
  ident: key2022092113251694400_ref066
  article-title: Tapping the next purchase: embracing the wave of mobile payment
  publication-title: Journal of Computer Information Systems
  doi: 10.1080/08874417.2020.1858731
SSID ssj0002626
Score 2.3964677
Snippet PurposeThe COVID-19 pandemic has brought about significant changes to the lives of many people. One of which is the accelerated digitalization in the commerce...
Purpose>The COVID-19 pandemic has brought about significant changes to the lives of many people. One of which is the accelerated digitalization in the commerce...
SourceID proquest
crossref
emerald
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 1645
SubjectTerms Behavior
Coronaviruses
COVID-19
Digitization
Disease transmission
Empirical equations
Health services
Hypotheses
Infections
Influence
Mobile commerce
Motivation
Multivariate statistical analysis
Pandemics
Perceptions
Self-efficacy
Shopping
Smartphones
Social factors
Telemedicine
Threats
SummonAdditionalLinks – databaseName: ProQuest Central
  dbid: BENPR
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1ZS8QwEA4eIL54i-tFHnxRCDZNevkiHiuroIgH-FbSHLpgt6tb8e870029EJ_akvRlJjPzzSSZj5Adg6g7C1PmAAswGacxUyaTDFIFq7JIa9M09bm8inv38uIhevAFt5E_Vtn6xMZRm0pjjXw_BK8K4BcW0OHwhSFrFO6uegqNSTINLjiF5Gv6uHt1ffPpi8O4IVyDp2BRlCR-XxO5b84vT29x4z_EQwpBhJzv3yLTr-u5Xy66iTtnC2TOA0Z6NNbwIpmwgyUy055XXyLzLS8D9Wa6THrdEnJgDUGJllUBZk9HTxX2YXg8oO9PqqbluKkmjI5q2h9QAIG07Bv4qBxVdIiF5bKvD1fI_Vn37qTHPGMC04LLmgkD0VYYCMMaXrh1SDAVyyTSSloRmMRkShXW6tQEQkWJ1No5GQmnVGYwPVolU4NqYNcIFamVPOTOcW5lwUXBpbYa0GQhrcuk6JCglVaufTtxZLV4zpu0IkhzFHAeZDkKOEcBd8je5y_DcS-N_ybvehX8OfeH5jpks1VS7k1wlH8tmPX_hzfIbIh3GoKYhXyTTNWvb3YLkEZdbPvl9AEwkcyz
  priority: 102
  providerName: ProQuest
Title Embracing mobile shopping: what matters most in the midst of a pandemic?
URI https://www.emerald.com/insight/content/doi/10.1108/IMDS-09-2021-0558/full/html
https://www.proquest.com/docview/2678597017
Volume 122
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1ba9RAFD60uyC-tFoVt63LPPiiMN1MZiaXvkjV3a5Cq6iF2pcwmYu7tMku3RTBX--ZXFZaiiD4lIRMMsyF73xn5sx3AF4az7rTMKEOuQAVURJRZVJB0VWwKpVam1rU5-Q0mp6Jj-fyfAM-dWdh6rDKZjmmxul5ufJO6sgHbiMKrwUHfPaaDyfvv_qt-9CHGQRSJiO_ZD2aVcXVJvRDFgVJD_oX3y-OjtfgHEZ1Bja8ciplHLcbnff-7papunNe9w9m14Zosg3LrglN_MnlwU2VH-hfd9Qd_2MbH8FWS1rJUTPLHsOGLXfgQRczvwPbXW4I0kLFE5iOC_TDNRpGUixyhB6ymi28FsSPQ_JzpipSNMKe-HZVkXlJkIiSYm7wYeGIIku_uF3M9ZuncDYZf3s3pW3WBqo5ExXlBi0-N0gFNN4w63ySq0jEUitheWBikyqVW6sTE3AlY6G1c0Jyp1RqvIv2DHrlorTPgfDEChYy5xizImc8Z0JbjYw2F9algg8g6AYo062kuc-scZXVrk2QZL77siDNfPdlvvsG8Hr9ybLR8_hb4VftON1b9ta4DGC_mxdZCwOrLEQqgB4bot7uv9S7Bw9Df8oiiGjI9qFXXd_YF8h9qnwIm8nkeAj9t-PTz1-G7ez-Ddjx_MU
linkProvider Emerald
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9RADLZKkYBLgULFtgXmAAeQRmQeeSGhCtEuu7TbC63UW5jMg65ENttuqoo_xW_EziYtINRbT0k0SQ62x_484_EH8MoR6s5lxgNiAa6TLOHG5ZpjquBNHlvr2qY-k8NkdKy_nMQnK_CrPwtDZZW9T2wdtastrZG_k-hVEfyiAe3MzzixRtHuak-hsTSLff_zElO2xYfxLur3tZTDvaNPI96xCnCrhG64chiRlMNQZfFG-EAkTIlOY2u0V5FLXW5M6b3NXKRMnGprQ9CxCsbkjlII_O8duKuVymlGZcPPV55fJi29G14Vj-M07XZRiWlnPNn9SmUGkkoiopgY5v-Ig_8cBr4OCG2UGz6CtQ6eso9Le3oMK362Dvf66vh1eNizQLDOKTyB0V6FGbfFEMiqukQnwxanNXV9-P6eXZ6ahlXLFp44umjYdMYQcrJq6vChDsywOS1jV1O78xSOb0WSG7A6q2f-GTCVeS2kCEEIr0uhSqGtt4hdS-1DrtUAol5ahe2alxOHxo-iTWKirCABF1FekIALEvAA3l59Ml927rjp5TedCv777l-aG8B2r6Sim_CL4to8N28efgn3R0eTg-JgfLi_BQ8knaaIEi7FNqw25xf-OWKcpnzRGhaDb7dtyb8Bl-YIlg
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=Embracing+mobile+shopping%3A+what+matters+most+in+the+midst+of+a+pandemic%3F&rft.jtitle=Industrial+management+%2B+data+systems&rft.au=Loh%2C+Xiu+Ming&rft.au=Lee%2C+Voon+Hsien&rft.au=Tan%2C+Garry+Wei-Han&rft.au=Ooi%2C+Keng-Boon&rft.date=2022-06-21&rft.issn=0263-5577&rft.volume=122&rft.issue=7&rft.spage=1645&rft.epage=1664&rft_id=info:doi/10.1108%2FIMDS-09-2021-0558&rft.externalDBID=n%2Fa&rft.externalDocID=10_1108_IMDS_09_2021_0558
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0263-5577&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0263-5577&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0263-5577&client=summon