Continuance intention in gamified mobile applications: A study of behavioral inhibition and activation systems

This study seeks to investigate the effects of Behavioral Activation System (BAS), known as approach motivation, and Behavioral Inhibition System (BIS), known as avoidance motivation, that are expected to influence individuals’ post-adoption behaviors in gamified mobile applications. A survey-based...

Celý popis

Uloženo v:
Podrobná bibliografie
Vydáno v:International journal of information management Ročník 61; s. 102414
Hlavní autoři: Aydınlıyurt, Elif Tuğba, Taşkın, Nazım, Scahill, Shane, Toker, Ayşegül
Médium: Journal Article
Jazyk:angličtina
Vydáno: Kidlington Elsevier Ltd 01.12.2021
Elsevier Science Ltd
Témata:
ISSN:0268-4012, 1873-4707
On-line přístup:Získat plný text
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
Abstract This study seeks to investigate the effects of Behavioral Activation System (BAS), known as approach motivation, and Behavioral Inhibition System (BIS), known as avoidance motivation, that are expected to influence individuals’ post-adoption behaviors in gamified mobile applications. A survey-based research methodology was used, and the impacts of BAS and BIS on Information Systems Continuance are examined. The results show that reward responsiveness has the most significant effect on user satisfaction and continuance intention. Fun-seeking plays an essential role in continuance intention; however, it does not significantly affect satisfaction, as drive does not affect either satisfaction or continuance intention. BIS has a significant and negative effect on individual satisfaction, but no effects were found related to continuance intention. The findings of this study improve the understanding of the differences between these motivations related to Information Systems Continuance. Significant practical implications that gamified mobile application developers can adopt are proposed. •Reward responsiveness has the biggest effect on user satisfaction and IS continuance.•Fun-seeking positively affects IS continuance.•Drive has no significant effect on both satisfaction and IS continuance.•BIS has a negative influence on satisfaction.•Fun-seeking has no effect on satisfaction, as BIS on continuance intention.
AbstractList This study seeks to investigate the effects of Behavioral Activation System (BAS), known as approach motivation, and Behavioral Inhibition System (BIS), known as avoidance motivation, that are expected to influence individuals’ post-adoption behaviors in gamified mobile applications. A survey-based research methodology was used, and the impacts of BAS and BIS on Information Systems Continuance are examined. The results show that reward responsiveness has the most significant effect on user satisfaction and continuance intention. Fun-seeking plays an essential role in continuance intention; however, it does not significantly affect satisfaction, as drive does not affect either satisfaction or continuance intention. BIS has a significant and negative effect on individual satisfaction, but no effects were found related to continuance intention. The findings of this study improve the understanding of the differences between these motivations related to Information Systems Continuance. Significant practical implications that gamified mobile application developers can adopt are proposed. •Reward responsiveness has the biggest effect on user satisfaction and IS continuance.•Fun-seeking positively affects IS continuance.•Drive has no significant effect on both satisfaction and IS continuance.•BIS has a negative influence on satisfaction.•Fun-seeking has no effect on satisfaction, as BIS on continuance intention.
This study seeks to investigate the effects of Behavioral Activation System (BAS), known as approach motivation, and Behavioral Inhibition System (BIS), known as avoidance motivation, that are expected to influence individuals' post-adoption behaviors in gamified mobile applications. A survey-based research methodology was used, and the impacts of BAS and BIS on Information Systems Continuance are examined. The results show that reward responsiveness has the most significant effect on user satisfaction and continuance intention. Fun-seeking plays an essential role in continuance intention; however, it does not significantly affect satisfaction, as drive does not affect either satisfaction or continuance intention. BIS has a significant and negative effect on individual satisfaction, but no effects were found related to continuance intention. The findings of this study improve the understanding of the differences between these motivations related to Information Systems Continuance. Significant practical implications that gamified mobile application developers can adopt are proposed.
ArticleNumber 102414
Author Taşkın, Nazım
Aydınlıyurt, Elif Tuğba
Scahill, Shane
Toker, Ayşegül
Author_xml – sequence: 1
  givenname: Elif Tuğba
  surname: Aydınlıyurt
  fullname: Aydınlıyurt, Elif Tuğba
  email: elifaydinliyurt@gmail.com, eliftugba.aydinliyurt@ou.bau.edu.tr
  organization: Bahçeşehir University Yıldız, Çırağan Cd., 34349 Beşiktaş, İstanbul, Turkey
– sequence: 2
  givenname: Nazım
  orcidid: 0000-0002-5327-9012
  surname: Taşkın
  fullname: Taşkın, Nazım
  email: nazim.taskin@boun.edu.tr
  organization: Boğaziçi University, 34342 Bebek, Istanbul, Turkey
– sequence: 3
  givenname: Shane
  surname: Scahill
  fullname: Scahill, Shane
  email: s.scahill@auckland.ac.nz
  organization: The University of Auckland School of Pharmacy Faculty of Medical and Health Sciences, 85 Park Road Grafton, Auckland, New Zealand
– sequence: 4
  givenname: Ayşegül
  surname: Toker
  fullname: Toker, Ayşegül
  email: tokera@boun.edu.tr
  organization: Boğaziçi University, 34342 Bebek, Istanbul, Turkey
BookMark eNqNkUtvGyEURlGVSHWS_oYidT0uj2FgKnVhWU0TKVI37RoxDCR3NAMuYEv-98V21UU26YrHvefj6nCDrkIMDqGPlKwpod3naQ0TBB-X57JmhNF6y1ravkMrqiRvWknkFVoR1qmmJZS9Rzc5T4RQSQRbobCNoUDYm2AdhlBcPcVQd_jZLODBjXiJA8wOm91uBmtO5fwFb3Au-_GIo8eDezEHiMnMFXuBAc4JJozY2AKHM4HzMRe35Dt07c2c3Ye_6y36df_t5_ahefrx_XG7eWosb3lpxoH0quuFp66z0nBJqRNiGJljvO8l67xRvZdUCC6lUIK0ysjOqE4xN_qB8lv06ZK7S_H33uWip7hPoT6pmVCs5ZK3Xe36eumyKeacnNcWynnekgzMmhJ9Uqwn_U-xPinWF8WVl6_4XYLFpON_kJsL6aqEA7ikswVX_2CE5GzRY4Q3M_4AgpKe0w
CitedBy_id crossref_primary_10_1080_13602381_2025_2516843
crossref_primary_10_1108_EMJB_12_2021_0194
crossref_primary_10_1016_j_ijinfomgt_2023_102732
crossref_primary_10_1016_j_jretconser_2023_103698
crossref_primary_10_1111_deci_12618
crossref_primary_10_3390_ijerph20021622
crossref_primary_10_1016_j_chb_2024_108252
crossref_primary_10_1016_j_ijinfomgt_2022_102515
crossref_primary_10_1016_j_techsoc_2025_102840
crossref_primary_10_1016_j_ijinfomgt_2021_102415
crossref_primary_10_1080_08874417_2023_2226627
crossref_primary_10_1080_23311975_2023_2287586
crossref_primary_10_1016_j_actpsy_2025_105114
crossref_primary_10_1007_s13520_022_00162_1
crossref_primary_10_1108_MD_09_2023_1688
crossref_primary_10_1002_hrm_22237
crossref_primary_10_1016_j_ijinfomgt_2022_102522
crossref_primary_10_1108_JSTPM_08_2021_0127
crossref_primary_10_1016_j_ijinfomgt_2024_102867
crossref_primary_10_1080_10447318_2025_2531275
crossref_primary_10_1080_09669582_2024_2312902
crossref_primary_10_1108_EJM_03_2024_0210
crossref_primary_10_3389_fpubh_2022_1031520
crossref_primary_10_1016_j_chb_2023_107686
crossref_primary_10_1007_s10796_023_10433_2
crossref_primary_10_1108_EBHRM_01_2025_0018
Cites_doi 10.1007/s40299-012-0011-7
10.1287/mnsc.46.2.186.11926
10.1016/j.ijinfomgt.2019.04.008
10.1108/IJRDM-01-2013-0030
10.1016/j.jretai.2011.12.004
10.2307/25148660
10.1037/0021-9010.88.5.879
10.1016/j.eswa.2010.03.015
10.3200/JRLP.143.2.175-192
10.1027/0269-8803/a000032
10.1145/764008.763957
10.1080/02699939008410799
10.1097/00002826-198406001-00371
10.2307/20650303
10.1108/IMDS-07-2014-0208
10.1037/a0024952
10.1016/j.chb.2017.03.051
10.1016/j.ijinfomgt.2020.102140
10.1111/j.2044-8295.1978.tb02118.x
10.17705/1jais.00302
10.1016/j.cpr.2009.04.002
10.1007/s10862-010-9202-9
10.1016/j.telpol.2018.03.012
10.1007/s11031-012-9324-3
10.1007/s10796-018-9864-5
10.1287/mnsc.35.8.982
10.1016/0092-6566(87)90036-5
10.1108/APJML-03-2019-0213
10.1080/0144929X.2010.543702
10.1016/j.paid.2016.02.022
10.1016/j.ijinfomgt.2017.01.006
10.1108/ITSE-06-2019-0030
10.1080/01449290903398190
10.1016/j.ijhcs.2006.05.001
10.1145/2181037.2181040
10.1016/j.paid.2009.02.003
10.1037/0021-843X.117.1.164
10.1080/014492999119020
10.1016/j.ijinfomgt.2018.12.002
10.1108/02652321211195695
10.1037/0022-3514.67.2.319
10.1109/TPC.2014.2312452
10.14221/ajte.2007v32n3.1
10.1016/j.ijinfomgt.2017.04.009
10.1002/per.583
10.7906/indecs.16.3.10
10.1016/j.chb.2010.07.033
10.1146/annurev.ps.40.020189.002325
10.1108/K-07-2018-0350
10.1111/j.1440-1819.2009.01943.x
10.1016/j.ijinfomgt.2020.102094
10.1145/1541895.1541905
10.1080/1463922X.2019.1645920
10.4018/ijec.2015100101
10.1007/s12599-013-0273-5
10.1145/1979742.1979855
10.1016/j.paid.2008.07.021
10.1192/bjp.162.3.407
10.2307/41410402
10.1287/isre.14.2.189.16018
10.1007/s11135-017-0469-8
10.1007/BF02723327
10.1509/jmkr.47.5.967
10.1016/S0065-2601(08)60075-1
10.1016/j.chb.2013.02.008
10.1037/cap0000147
10.1007/s12525-015-0212-z
10.2307/3250921
10.1016/j.im.2019.05.003
10.1108/IntR-10-2015-0295
10.1016/j.ijinfomgt.2019.102053
10.1007/978-3-319-07293-7_43
10.1177/002224378001700405
10.1080/00223891.2013.870570
10.1371/journal.pone.0157573
10.1002/hfm.20723
10.1016/j.ijinfomgt.2019.06.001
10.1111/j.1365-2575.2011.00373.x
10.1108/ITP-07-2017-0216
10.1057/jma.2013.19
10.1016/j.ijinfomgt.2018.10.013
10.3390/app10082711
ContentType Journal Article
Copyright 2021 Elsevier Ltd
Copyright Elsevier Science Ltd. Dec 2021
Copyright_xml – notice: 2021 Elsevier Ltd
– notice: Copyright Elsevier Science Ltd. Dec 2021
DBID AAYXX
CITATION
7SC
8FD
E3H
F2A
JQ2
L7M
L~C
L~D
DOI 10.1016/j.ijinfomgt.2021.102414
DatabaseName CrossRef
Computer and Information Systems Abstracts
Technology Research Database
Library & Information Sciences Abstracts (LISA)
Library & Information Science Abstracts (LISA)
ProQuest Computer Science Collection
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts – Academic
Computer and Information Systems Abstracts Professional
DatabaseTitle CrossRef
Technology Research Database
Computer and Information Systems Abstracts – Academic
Library and Information Science Abstracts (LISA)
ProQuest Computer Science Collection
Computer and Information Systems Abstracts
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts Professional
DatabaseTitleList
Technology Research Database
DeliveryMethod fulltext_linktorsrc
Discipline Social Sciences (General)
EISSN 1873-4707
ExternalDocumentID 10_1016_j_ijinfomgt_2021_102414
S0268401221001079
GroupedDBID --K
--M
-~X
.DC
.~1
0R~
13V
1B1
1RT
1~.
1~5
29J
4.4
457
4G.
53G
5GY
5VS
7-5
71M
77K
8P~
9JO
AABNK
AACTN
AAEDT
AAEDW
AAFJI
AAIAV
AAIKJ
AAKOC
AALRI
AAOAW
AAQFI
AAQXK
AAXUO
ABFRF
ABIVO
ABJNI
ABKBG
ABMAC
ABMMH
ABMVD
ABXDB
ABYKQ
ACDAQ
ACGFO
ACGFS
ACHQT
ACHRH
ACNTT
ACRLP
ADBBV
ADEZE
ADMUD
AEBSH
AEFWE
AEKER
AFFNX
AFKWA
AFTJW
AGHFR
AGJBL
AGUBO
AGUMN
AGYEJ
AHHHB
AIEXJ
AIKHN
AITUG
AJBFU
AJOXV
AKYCK
ALEQD
ALMA_UNASSIGNED_HOLDINGS
AMFUW
AMRAJ
AOMHK
ASPBG
AVARZ
AVWKF
AXJTR
AZFZN
BKOJK
BKOMP
BLXMC
BNSAS
C2-
CS3
DU5
EBS
EFJIC
EFLBG
EJD
EO8
EO9
EP2
EP3
F5P
FDB
FEDTE
FGOYB
FIRID
FNPLU
FYGXN
G-2
G-Q
GBLVA
HLX
HMY
HVGLF
HZ~
IHE
J1W
KOM
LG8
LY1
M3Y
M41
MO0
MS~
N9A
O-L
O9-
OAUVE
OZT
P-8
P-9
P2P
PC.
PQQKQ
PRBVW
Q38
R2-
RIG
ROL
RPZ
RXW
SBM
SCC
SDF
SDG
SDS
SES
SEW
SPCBC
SSB
SSL
SSO
SSS
SSZ
T5K
TAE
TAF
TN5
U5U
UHS
UNMZH
WUQ
XPP
YK3
ZMT
~G-
77I
9DU
AATTM
AAXKI
AAYWO
AAYXX
ABWVN
ACLOT
ACRPL
ACVFH
ADCNI
ADNMO
AEIPS
AEUPX
AFJKZ
AFPUW
AGQPQ
AIGII
AIIUN
AKBMS
AKRWK
AKYEP
ANKPU
APXCP
CITATION
EFKBS
~HD
7SC
8FD
E3H
F2A
JQ2
L7M
L~C
L~D
ID FETCH-LOGICAL-c343t-db098695f1e6c7a3711e55bd2e2399726fa89f7155377585048a76a8682edfb13
ISICitedReferencesCount 35
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000704367600013&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 0268-4012
IngestDate Fri Nov 14 18:41:00 EST 2025
Tue Nov 18 22:14:37 EST 2025
Sat Nov 29 07:24:47 EST 2025
Fri Feb 23 02:43:45 EST 2024
IsPeerReviewed true
IsScholarly true
Keywords Behavioral inhibition system
Behavioral activation system
Information systems continuance
Mobile applications
Gamification
Language English
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c343t-db098695f1e6c7a3711e55bd2e2399726fa89f7155377585048a76a8682edfb13
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0002-5327-9012
PQID 2582437346
PQPubID 32309
ParticipantIDs proquest_journals_2582437346
crossref_citationtrail_10_1016_j_ijinfomgt_2021_102414
crossref_primary_10_1016_j_ijinfomgt_2021_102414
elsevier_sciencedirect_doi_10_1016_j_ijinfomgt_2021_102414
PublicationCentury 2000
PublicationDate December 2021
2021-12-00
20211201
PublicationDateYYYYMMDD 2021-12-01
PublicationDate_xml – month: 12
  year: 2021
  text: December 2021
PublicationDecade 2020
PublicationPlace Kidlington
PublicationPlace_xml – name: Kidlington
PublicationTitle International journal of information management
PublicationYear 2021
Publisher Elsevier Ltd
Elsevier Science Ltd
Publisher_xml – name: Elsevier Ltd
– name: Elsevier Science Ltd
References Jonker, Glashouwer, Ostafin, van Hemel-Ruiter, Smink, Hoek, de Jong (bib61) 2016; 11
Salcu, Acatrinei (bib91) 2013; 8
Csikszentmihalyi (bib23) 1997; 30
Venkatesh, Davis (bib105) 2000; 46
Alalwan (bib1) 2020; 50
Sheldon, Schüler (bib93) 2011; 101
Kock (bib67) 2015; 11
Gray (bib39) 1981
Chin (bib20) 1998; 22
Gray (bib42) 1990; 4
Poythress, Skeem, Weir, Lilienfeld, Douglas, Edens, Kennealy (bib86) 2008; 45
Insley, Nunan (bib58) 2014; 42
Kock, N. (2012). WarpPLS 3.0 User Manual.
Venkatesh, Thong, Chan, Hu, Brown (bib106) 2011; 21
Ryckman, Thornton, Gold (bib90) 2010; 143
Jegers (bib60) 2009; 7
Bijttebier, Beck, Claes, Vandereycken (bib13) 2009; 29
Park, Kim, Shon, Shim (bib82) 2013; 29
Retrieved from
Zhou (bib114) 2011; 30
Davis, F. D.1985.
.
Statista . (2021a).
Harman, Koohang, Paliszkiewicz (bib48) 2014; 114
Aronson (bib5) 1969; 4
Borders, Earleywine, Huey (bib15) 2004; 39
Van der Heijden (bib103) 2004; 28
Carver, White (bib17) 1994; 67
Manlove, Whitacre (bib75) 2018; 43
Csikszentmihalyi (bib22) 1990
Hamari, Keronen (bib47) 2017; 37
Kim (bib65) 2015; 51
Chang, Liang, Yan, Tseng (bib18) 2013; 22
Podsakoff, MacKenzie, Lee, Podsakoff (bib84) 2003; 88
Van den Berg, Franken, Muris (bib102) 2011; 25
Thong, Hong, Tam (bib99) 2006; 64
Wu, Wang, Tsai (bib110) 2010; vol. 26
Depue, Iacono (bib29) 1989; 40
Ringle, Sarstedt, Straub (bib89) 2012; 36
Hayden, Bodkins, Brenner, Shekhar, Nurnberger, O’Donnell, Hetrick (bib50) 2008; 117
Maier (bib74) 2020; 51
Yohana Dewi, Lukito, Adhistya (bib113) 2019; 16
García-Jurado, Castro-González, Torres-Jiménez, Leal-Rodríguez (bib34) 2019; 48
Lowry, Gaskin (bib73) 2014; 57
(pp. 1–6). Retrieved from
Triantoro, Gopal, Benbunan-Fich, Lang (bib100) 2019; 49
Oliver (bib79) 1980; 17
Haws, Dholakia, Bearden (bib49) 2010; 47
Vella, Caruana, Pitt (bib104) 2012; 30
Blohm, Leimeister (bib14) 2013; 4
Poondej, Lerdpornkulrat (bib85) 2019; 17
Koivisto, Hamari (bib69) 2019; 45
Reichheld, Schefter (bib88) 2000; 78
Tampere, Finland: MindTrek '11. Retrieved from
Gray, McNaughton (bib44) 2000
Csikszentmihalyi (bib24) 2000
Kock, Lynn (bib68) 2012; 13
Arnold, Reynolds (bib4) 2012; 88
Tam, Santos, Oliveira (bib97) 2020; 22
Burke (bib16) 2012
Gray (bib38) 1978; 69
Kim (bib63) 2010; 37
(Doctoral dissertation). Sloan School of Management, Massachusetts Institute of Technology.
Urbach, Ahlemann (bib101) 2010; 11
Huotari, Hamari (bib56) 2017; 27
Bandura (bib7) 1986
Holicza, Këdena (bib53) 2018; 16
Smits, Boeck (bib94) 2006; 20
Statista. (2021b).
Petkov, P., Köbler, F., Foth, M., Medland, R.C., & Krcmar, H. (2011). Engaging energy saving through motivation-specific social comparison. In
Liu, Huang, Zhang (bib72) 2018; 28
Graham (bib37) 2020; 61
Hsieh, Yang (bib55) 2020; 21
Xi, Hamari (bib111) 2019; 46
Racero, Bueno, Gallego (bib87) 2020; 10
Gliner, Morgan, Leech (bib36) 2017
Levinson, Rodebaugh, Frye (bib70) 2011; 33
Ho, Thuy (bib52) 2020; 11
Jin, Lee, Cheung (bib59) 2010; 29
Voigt, Dillard, Braddock, Anderson, Sopory, Stephenson (bib108) 2009; 47
Hong, Kim, Lee (bib54) 2008; 48
Andonova (bib3) 2013; 1
Demianczyk, Jenkins, Henson, Conner (bib28) 2014; 96
Milyavskaya, Werner (bib77) 2018; 59
Chin, Marcolin, Newstead (bib21) 2003; 14
Hinton, Brownlow, McMurray, Cozens (bib51) 2004
Sharpe, Tarrier (bib92) 1993; 162
Donnison (bib31) 2007; 32
Ortiz de Guinea, Markus (bib80) 2009; 33
Park, Van Dyne, Ilgen (bib81) 2013; 37
(Accessed 1 February 2021).
Yen, Ko, Yen, Chen, Chen (bib112) 2009; 63
Feng, Liu, Qian, Guo, Chen (bib32) 2019
Hur, Lee, Choo (bib57) 2017; 73
Davis, Bagozzi, Warshaw (bib26) 1989; 35
Maslow (bib76) 1970
(Accessed 4 February 2021).
Deci, Ryan (bib27) 1985
Tarka (bib98) 2018; 52
Bhattacherjee (bib12) 2001; 25
Ghazali, Mutum, Woon (bib35) 2019; 32
Chen, Zhang, Gong, Zhao, Lee, Liang (bib19) 2017; 37
Fogg (bib33) 2002; 2002
Gupta, Yousaf, Mishra (bib45) 2020; 52
Baptista, Oliveira (bib8) 2017; 27
Hair, Anderson, Tatham, Black (bib46) 2006
Nunnally (bib78) 1978
Wen, Chang, Lin, Liang, Yang (bib109) 2014
Kim (bib64) 2015; 51
Gray (bib41) 1987; 21
Gray, Hanna, Gillen, Rushe (bib43) 2016; 95
Al-Gahtani, King (bib2) 1999; 18
Deterding, S., Dixon, D., Khalled, R., & Nacke, L. (2011, September). From game design elements to gamefulness: Defining gamification. In
Bem (bib10) 1972
Li, Chau, Sung, Lee, Wong, Yip (bib71) 2016; 8
Jun, Jiao, Lin (bib62) 2020; 32
Bagozzi, Yi (bib6) 1988; 16
Benitez, Henseler, Castillo, Schuberth (bib11) 2020; 57
Vinichenko, Melnichuk, Kirillov, Makushkin, Melnichuk (bib107) 2016; 21
Behl, Dutta (bib9) 2020; 54
Gray (bib40) 1984; 7
Nunnally (10.1016/j.ijinfomgt.2021.102414_bib78) 1978
Maier (10.1016/j.ijinfomgt.2021.102414_bib74) 2020; 51
Venkatesh (10.1016/j.ijinfomgt.2021.102414_bib105) 2000; 46
Reichheld (10.1016/j.ijinfomgt.2021.102414_bib88) 2000; 78
Al-Gahtani (10.1016/j.ijinfomgt.2021.102414_bib2) 1999; 18
Bagozzi (10.1016/j.ijinfomgt.2021.102414_bib6) 1988; 16
Csikszentmihalyi (10.1016/j.ijinfomgt.2021.102414_bib24) 2000
Venkatesh (10.1016/j.ijinfomgt.2021.102414_bib106) 2011; 21
Koivisto (10.1016/j.ijinfomgt.2021.102414_bib69) 2019; 45
Maslow (10.1016/j.ijinfomgt.2021.102414_bib76) 1970
Huotari (10.1016/j.ijinfomgt.2021.102414_bib56) 2017; 27
Yen (10.1016/j.ijinfomgt.2021.102414_bib112) 2009; 63
Feng (10.1016/j.ijinfomgt.2021.102414_bib32) 2019
Burke (10.1016/j.ijinfomgt.2021.102414_bib16) 2012
Insley (10.1016/j.ijinfomgt.2021.102414_bib58) 2014; 42
Haws (10.1016/j.ijinfomgt.2021.102414_bib49) 2010; 47
Kim (10.1016/j.ijinfomgt.2021.102414_bib65) 2015; 51
Sharpe (10.1016/j.ijinfomgt.2021.102414_bib92) 1993; 162
Deci (10.1016/j.ijinfomgt.2021.102414_bib27) 1985
Harman (10.1016/j.ijinfomgt.2021.102414_bib48) 2014; 114
Arnold (10.1016/j.ijinfomgt.2021.102414_bib4) 2012; 88
Gray (10.1016/j.ijinfomgt.2021.102414_bib40) 1984; 7
Hong (10.1016/j.ijinfomgt.2021.102414_bib54) 2008; 48
Hamari (10.1016/j.ijinfomgt.2021.102414_bib47) 2017; 37
Hayden (10.1016/j.ijinfomgt.2021.102414_bib50) 2008; 117
Ringle (10.1016/j.ijinfomgt.2021.102414_bib89) 2012; 36
Van der Heijden (10.1016/j.ijinfomgt.2021.102414_bib103) 2004; 28
10.1016/j.ijinfomgt.2021.102414_bib66
Csikszentmihalyi (10.1016/j.ijinfomgt.2021.102414_bib22) 1990
Fogg (10.1016/j.ijinfomgt.2021.102414_bib33) 2002; 2002
Vella (10.1016/j.ijinfomgt.2021.102414_bib104) 2012; 30
Gray (10.1016/j.ijinfomgt.2021.102414_bib41) 1987; 21
Jin (10.1016/j.ijinfomgt.2021.102414_bib59) 2010; 29
Gupta (10.1016/j.ijinfomgt.2021.102414_bib45) 2020; 52
Blohm (10.1016/j.ijinfomgt.2021.102414_bib14) 2013; 4
Jegers (10.1016/j.ijinfomgt.2021.102414_bib60) 2009; 7
Tarka (10.1016/j.ijinfomgt.2021.102414_bib98) 2018; 52
Poythress (10.1016/j.ijinfomgt.2021.102414_bib86) 2008; 45
Demianczyk (10.1016/j.ijinfomgt.2021.102414_bib28) 2014; 96
10.1016/j.ijinfomgt.2021.102414_bib30
Lowry (10.1016/j.ijinfomgt.2021.102414_bib73) 2014; 57
Baptista (10.1016/j.ijinfomgt.2021.102414_bib8) 2017; 27
Triantoro (10.1016/j.ijinfomgt.2021.102414_bib100) 2019; 49
Chang (10.1016/j.ijinfomgt.2021.102414_bib18) 2013; 22
Gray (10.1016/j.ijinfomgt.2021.102414_bib39) 1981
Kim (10.1016/j.ijinfomgt.2021.102414_bib63) 2010; 37
Gliner (10.1016/j.ijinfomgt.2021.102414_bib36) 2017
Park (10.1016/j.ijinfomgt.2021.102414_bib81) 2013; 37
Poondej (10.1016/j.ijinfomgt.2021.102414_bib85) 2019; 17
Gray (10.1016/j.ijinfomgt.2021.102414_bib38) 1978; 69
Yohana Dewi (10.1016/j.ijinfomgt.2021.102414_bib113) 2019; 16
Oliver (10.1016/j.ijinfomgt.2021.102414_bib79) 1980; 17
Sheldon (10.1016/j.ijinfomgt.2021.102414_bib93) 2011; 101
Xi (10.1016/j.ijinfomgt.2021.102414_bib111) 2019; 46
Bhattacherjee (10.1016/j.ijinfomgt.2021.102414_bib12) 2001; 25
Gray (10.1016/j.ijinfomgt.2021.102414_bib42) 1990; 4
Hur (10.1016/j.ijinfomgt.2021.102414_bib57) 2017; 73
Podsakoff (10.1016/j.ijinfomgt.2021.102414_bib84) 2003; 88
Van den Berg (10.1016/j.ijinfomgt.2021.102414_bib102) 2011; 25
Jonker (10.1016/j.ijinfomgt.2021.102414_bib61) 2016; 11
10.1016/j.ijinfomgt.2021.102414_bib95
10.1016/j.ijinfomgt.2021.102414_bib96
Manlove (10.1016/j.ijinfomgt.2021.102414_bib75) 2018; 43
10.1016/j.ijinfomgt.2021.102414_bib25
Alalwan (10.1016/j.ijinfomgt.2021.102414_bib1) 2020; 50
Ho (10.1016/j.ijinfomgt.2021.102414_bib52) 2020; 11
Racero (10.1016/j.ijinfomgt.2021.102414_bib87) 2020; 10
Ryckman (10.1016/j.ijinfomgt.2021.102414_bib90) 2010; 143
Urbach (10.1016/j.ijinfomgt.2021.102414_bib101) 2010; 11
Hinton (10.1016/j.ijinfomgt.2021.102414_bib51) 2004
Vinichenko (10.1016/j.ijinfomgt.2021.102414_bib107) 2016; 21
Voigt (10.1016/j.ijinfomgt.2021.102414_bib108) 2009; 47
Davis (10.1016/j.ijinfomgt.2021.102414_bib26) 1989; 35
Liu (10.1016/j.ijinfomgt.2021.102414_bib72) 2018; 28
Li (10.1016/j.ijinfomgt.2021.102414_bib71) 2016; 8
Zhou (10.1016/j.ijinfomgt.2021.102414_bib114) 2011; 30
Jun (10.1016/j.ijinfomgt.2021.102414_bib62) 2020; 32
Ghazali (10.1016/j.ijinfomgt.2021.102414_bib35) 2019; 32
Kim (10.1016/j.ijinfomgt.2021.102414_bib64) 2015; 51
Carver (10.1016/j.ijinfomgt.2021.102414_bib17) 1994; 67
Donnison (10.1016/j.ijinfomgt.2021.102414_bib31) 2007; 32
Gray (10.1016/j.ijinfomgt.2021.102414_bib43) 2016; 95
Chin (10.1016/j.ijinfomgt.2021.102414_bib21) 2003; 14
Wen (10.1016/j.ijinfomgt.2021.102414_bib109) 2014
Ortiz de Guinea (10.1016/j.ijinfomgt.2021.102414_bib80) 2009; 33
Aronson (10.1016/j.ijinfomgt.2021.102414_bib5) 1969; 4
Benitez (10.1016/j.ijinfomgt.2021.102414_bib11) 2020; 57
Hair (10.1016/j.ijinfomgt.2021.102414_bib46) 2006
García-Jurado (10.1016/j.ijinfomgt.2021.102414_bib34) 2019; 48
Holicza (10.1016/j.ijinfomgt.2021.102414_bib53) 2018; 16
Behl (10.1016/j.ijinfomgt.2021.102414_bib9) 2020; 54
Salcu (10.1016/j.ijinfomgt.2021.102414_bib91) 2013; 8
Bandura (10.1016/j.ijinfomgt.2021.102414_bib7) 1986
Bem (10.1016/j.ijinfomgt.2021.102414_bib10) 1972
Milyavskaya (10.1016/j.ijinfomgt.2021.102414_bib77) 2018; 59
Chen (10.1016/j.ijinfomgt.2021.102414_bib19) 2017; 37
Smits (10.1016/j.ijinfomgt.2021.102414_bib94) 2006; 20
Park (10.1016/j.ijinfomgt.2021.102414_bib82) 2013; 29
Hsieh (10.1016/j.ijinfomgt.2021.102414_bib55) 2020; 21
Kock (10.1016/j.ijinfomgt.2021.102414_bib68) 2012; 13
Levinson (10.1016/j.ijinfomgt.2021.102414_bib70) 2011; 33
Depue (10.1016/j.ijinfomgt.2021.102414_bib29) 1989; 40
Bijttebier (10.1016/j.ijinfomgt.2021.102414_bib13) 2009; 29
Kock (10.1016/j.ijinfomgt.2021.102414_bib67) 2015; 11
Thong (10.1016/j.ijinfomgt.2021.102414_bib99) 2006; 64
Borders (10.1016/j.ijinfomgt.2021.102414_bib15) 2004; 39
Chin (10.1016/j.ijinfomgt.2021.102414_bib20) 1998; 22
Andonova (10.1016/j.ijinfomgt.2021.102414_bib3) 2013; 1
Graham (10.1016/j.ijinfomgt.2021.102414_bib37) 2020; 61
10.1016/j.ijinfomgt.2021.102414_bib83
Csikszentmihalyi (10.1016/j.ijinfomgt.2021.102414_bib23) 1997; 30
Gray (10.1016/j.ijinfomgt.2021.102414_bib44) 2000
Wu (10.1016/j.ijinfomgt.2021.102414_bib110) 2010; vol. 26
Tam (10.1016/j.ijinfomgt.2021.102414_bib97) 2020; 22
References_xml – volume: 1
  start-page: 234
  year: 2013
  end-page: 236
  ident: bib3
  article-title: Loyalty 3.0: How big data and gamification are revolutionizing customer and employee engagement
  publication-title: Journal of Marketing Analytics
– year: 1978
  ident: bib78
  publication-title: Psychometric Theory
– volume: 30
  start-page: 46
  year: 1997
  end-page: 48
  ident: bib23
  article-title: Finding flow
  publication-title: Psychology today
– reference: . Retrieved from 〈
– volume: 45
  start-page: 191
  year: 2019
  end-page: 210
  ident: bib69
  article-title: The rise of motivational information systems: a review of gamification research
  publication-title: International Journal of Information Management
– volume: 88
  start-page: 399
  year: 2012
  end-page: 411
  ident: bib4
  article-title: Approach and avoidance motivation: Investigating hedonic consumption in a retail setting.
  publication-title: Journal of Retailing
– volume: 69
  start-page: 417
  year: 1978
  end-page: 434
  ident: bib38
  article-title: The 1977 Myers lecture: The neuropsychology of anxiety
  publication-title: British Journal of Psychology
– reference: . Retrieved from 〈
– volume: 33
  start-page: 433
  year: 2009
  end-page: 444
  ident: bib80
  article-title: Why break the habit of a lifetime? Rethinking the roles of intention, habit, and emotion in continuing information technology use
  publication-title: MIS Quarterly
– volume: 21
  year: 2016
  ident: bib107
  article-title: Modern views on the gamification of business
  publication-title: Journal of Internet Banking and Commerce
– reference: . Tampere, Finland: MindTrek '11. Retrieved from 〈
– volume: 22
  start-page: 181
  year: 2013
  end-page: 192
  ident: bib18
  article-title: The impact of college students’ intrinsic and extrinsic motivation on continuance intention to use english mobile learning systems
  publication-title: The Asia Pacific Education Researcher
– volume: 143
  start-page: 175
  year: 2010
  end-page: 192
  ident: bib90
  article-title: Assessing competition avoidance as a basic personality dimension
  publication-title: The Journal of Psychology
– volume: 32
  start-page: 1
  year: 2007
  end-page: 13
  ident: bib31
  article-title: Unpacking the millennials: A cautionary tale for teacher education
  publication-title: Australian Journal of Teacher Education
– volume: 20
  start-page: 255
  year: 2006
  end-page: 270
  ident: bib94
  article-title: From BIS-BAS to the big five
  publication-title: European Journal of Personality
– volume: 17
  start-page: 56
  year: 2019
  end-page: 66
  ident: bib85
  article-title: Gamification in e-learning. A Moodle implementation and its effect on student engagement and performance
  publication-title: Interactive Technology and Smart Education
– volume: 59
  start-page: 163
  year: 2018
  end-page: 175
  ident: bib77
  article-title: Goal pursuit: current state of affairs and directions for future research
  publication-title: Canadian Psychology/Psychologie Canadienne
– reference: (Doctoral dissertation). Sloan School of Management, Massachusetts Institute of Technology.
– year: 2017
  ident: bib36
– reference: Statista . (2021a).
– volume: 162
  start-page: 407
  year: 1993
  end-page: 412
  ident: bib92
  article-title: Towards a cognitive-behavioural theory of problem gambling
  publication-title: The British Journal of Psychiatry
– volume: 46
  start-page: 210
  year: 2019
  end-page: 221
  ident: bib111
  article-title: Does gamification satisfy needs? A study on the relationship between gamification features and intrinsic need satisfaction: SSIS
  publication-title: International Journal of Information Management
– volume: 2002
  start-page: 2
  year: 2002
  ident: bib33
  article-title: Persuasive technology: Using computers to change what we think and do
  publication-title: Ubiquity
– reference: Statista. (2021b).
– volume: 57
  year: 2020
  ident: bib11
  article-title: How to perform and report an impactful analysis using partial least squares: guidelines for confirmatory and explanatory IS research
  publication-title: Information & Management
– volume: 11
  start-page: 5
  year: 2010
  end-page: 40
  ident: bib101
  article-title: Structural equation modeling in information systems research using partial least squares
  publication-title: Journal of Information Technology Theory and Application
– volume: 22
  start-page: 243
  year: 2020
  end-page: 257
  ident: bib97
  article-title: Exploring the influential factors of continuance intention to use mobile apps: extending the expectation confirmation model
  publication-title: Information Systems Frontiers
– volume: 28
  start-page: 695
  year: 2004
  end-page: 704
  ident: bib103
  article-title: User acceptance of hedonic information systems
  publication-title: MIS Quarterly
– start-page: 1
  year: 1972
  end-page: 62
  ident: bib10
  article-title: Self-perception theory
  publication-title: Advances in Experimental Social Psychology
– reference: Davis, F. D.1985.
– volume: 37
  start-page: 125
  year: 2017
  end-page: 141
  ident: bib47
  article-title: Why do people play games? A meta-analysis
  publication-title: International Journal of Information Management
– volume: 52
  start-page: 1
  year: 2020
  end-page: 13
  ident: bib45
  article-title: How pre-adoption expectancies shape post-adoption continuance intentions: An extended expectation-confirmation model
  publication-title: International Journal of Information Management
– reference: (pp. 1–6). Retrieved from 〈
– volume: 45
  start-page: 732
  year: 2008
  end-page: 737
  ident: bib86
  article-title: Psychometric properties of Carver and White's (1994) BIS/BAS scales in a large sample of offenders
  publication-title: Personality and Individual Differences
– volume: 33
  start-page: 87
  year: 2011
  end-page: 100
  ident: bib70
  article-title: An examination of the factor, convergent and discriminant validity of the behavioral inhibition system and behavioral activation system scales
  publication-title: Journal of Psychopathology and Behavioral Assessment
– volume: 25
  start-page: 351
  year: 2001
  end-page: 370
  ident: bib12
  article-title: Understanding information systems continuance. An expectation–confirmation model
  publication-title: MIS Quarterly
– volume: 32
  start-page: 1305
  year: 2020
  end-page: 1326
  ident: bib62
  article-title: Influence of virtual CSR gamification design elements on customers’ continuance intention of participating in social value co-creation: the mediation effect of psychological benefit
  publication-title: Asia Pacific Journal of Marketing and Logistics
– volume: 63
  start-page: 218
  year: 2009
  end-page: 224
  ident: bib112
  article-title: The association between harmful alcohol use and internet addiction among college students: comparison of personality
  publication-title: Psychiatry and Clinical Neurosciences
– volume: 54
  year: 2020
  ident: bib9
  article-title: Engaging donors on crowdfunding platform in disaster relief operations (DRO) using gamification: a civic voluntary model (CVM) approach
  publication-title: International Journal of Information Management
– volume: 117
  start-page: 164
  year: 2008
  end-page: 170
  ident: bib50
  article-title: A multimethod investigation of the behavioral activation system in bipolar disorder
  publication-title: Journal of Abnormal Psychology
– reference: 〉. (Accessed 1 February 2021).
– volume: 36
  start-page: iii
  year: 2012
  end-page: xiv
  ident: bib89
  article-title: Editor’s comments: A critical look at the use of PLS-SEM in “MIS Quarterly”
  publication-title: MIS Quarterly
– volume: 67
  start-page: 319
  year: 1994
  end-page: 333
  ident: bib17
  article-title: Behavioral inhibition, behavioral activation, and affective responses to impending reward and punishment: the BIS/BAS scales
  publication-title: Journal of Personality and Social Psychology
– volume: 18
  start-page: 277
  year: 1999
  end-page: 297
  ident: bib2
  article-title: Attitudes, satisfaction and usage: Factors contributing to each in the acceptance of information technology
  publication-title: Behaviour & Information Technology
– volume: 51
  year: 2020
  ident: bib74
  article-title: Overcoming pathological IT use: How and why IT addicts terminate their use of games and social media
  publication-title: International Journal of Information Management
– reference: 〉. (Accessed 4 February 2021).
– volume: 21
  start-page: 527
  year: 2011
  end-page: 555
  ident: bib106
  article-title: Extending the two-stage information systems continuance model: incorporating UTAUT predictors and the role of context
  publication-title: Information Systems Journal
– volume: 27
  start-page: 118
  year: 2017
  end-page: 139
  ident: bib8
  article-title: Why so serious? Gamification impact in the acceptance of mobile banking services
  publication-title: Internet Research
– year: 2004
  ident: bib51
– volume: 16
  start-page: 376
  year: 2018
  end-page: 383
  ident: bib53
  article-title: Smart and secure? Millennials on mobile devices
  publication-title: Interdisciplinary Description of Complex Systems
– volume: 21
  start-page: 89
  year: 2020
  end-page: 111
  ident: bib55
  article-title: Incorporating gamification into website design to facilitate effective communication
  publication-title: Theoretical Issues in Ergonomics Science
– volume: 4
  start-page: 275
  year: 2013
  end-page: 278
  ident: bib14
  article-title: Gamification. Design of IT-based enhancing services for motivational support and behavioral change
  publication-title: Business & Information Systems Engineering
– volume: 37
  start-page: 424
  year: 2013
  end-page: 432
  ident: bib81
  article-title: Satisfaction pursuing approach and avoidance goals: Effects of regulatory fit and individual temperaments
  publication-title: Motivation and Emotion
– volume: 50
  start-page: 28
  year: 2020
  end-page: 44
  ident: bib1
  article-title: Mobile food ordering apps: An empirical study of the factors affecting customer e-satisfaction and continued intention to reuse
  publication-title: International Journal of Information Management
– volume: 47
  start-page: 89
  year: 2009
  end-page: 93
  ident: bib108
  article-title: Carver and White’s (1994) BIS/BAS scales and their relationship to risky health behaviours
  publication-title: Personality and Individual Differences
– year: 2000
  ident: bib44
  article-title: The neuropsychology of anxiety: An enquiry into the functions of the septo-hippocampal system
– volume: 35
  start-page: 982
  year: 1989
  end-page: 1003
  ident: bib26
  article-title: User acceptance of computer technology: a comparison of two theoretical models
  publication-title: Management Science
– reference: Kock, N. (2012). WarpPLS 3.0 User Manual.
– volume: 78
  start-page: 105
  year: 2000
  end-page: 113
  ident: bib88
  article-title: E-loyalty: Your secret weapon on the web
  publication-title: Harvard Business Review
– volume: 28
  start-page: 38
  year: 2018
  end-page: 51
  ident: bib72
  article-title: Gamification’s impact on manufacturing: enhancing job motivation, satisfaction and operational performance with smartphone-based gamified job design
  publication-title: Human Factors and Ergonomics in Manufacturing
– volume: 29
  start-page: 1763
  year: 2013
  end-page: 1770
  ident: bib82
  article-title: Factors influencing smartphone use and dependency in South Korea
  publication-title: Computers in Human Behavior
– start-page: 440
  year: 2014
  end-page: 448
  ident: bib109
  article-title: Gamification design for increasing customer purchase intention in a mobile marketing campaign app
  publication-title: HCI in Business
– volume: 29
  start-page: 383
  year: 2010
  end-page: 394
  ident: bib59
  article-title: Predicting continuance in online communities: model development and empirical test
  publication-title: Behaviour & Information Technology
– volume: 101
  start-page: 1106
  year: 2011
  end-page: 1123
  ident: bib93
  article-title: Wanting, having, and needing: integrating motive disposition theory and self-determination theory
  publication-title: Journal of Personality and Social Psychology
– volume: 11
  start-page: 1
  year: 2015
  end-page: 10
  ident: bib67
  article-title: Common method bias in PLS-SEM
  publication-title: International Journal of e-Collaboration
– volume: 30
  start-page: 43
  year: 2012
  end-page: 59
  ident: bib104
  article-title: The effect of behavioural activation and inhibition on CRM adoption
  publication-title: International Journal of Bank Marketing
– volume: 29
  start-page: 421
  year: 2009
  end-page: 430
  ident: bib13
  article-title: Gray’s reinforcement sensitivity theory as a framework for research on personality–psychopathology associations
  publication-title: Clinical Psychology Review
– volume: 64
  start-page: 799
  year: 2006
  end-page: 810
  ident: bib99
  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: 43
  start-page: 76
  year: 2018
  end-page: 87
  ident: bib75
  article-title: Understanding the trend to mobile-only internet connections: A decomposition analysis
  publication-title: Telecommunications Policy
– year: 1990
  ident: bib22
  article-title: :
– year: 2006
  ident: bib46
– volume: 49
  start-page: 242
  year: 2019
  end-page: 252
  ident: bib100
  article-title: Would you like to play? A comparison of a gamified survey with a traditional online survey method
  publication-title: International Journal of Information Management
– volume: 37
  start-page: 438
  year: 2017
  end-page: 454
  ident: bib19
  article-title: Understanding compulsive smartphone use: an empirical test of a flow-based model
  publication-title: International Journal of Information Management
– start-page: 246
  year: 1981
  end-page: 276
  ident: bib39
  article-title: A model for personality
– volume: 14
  start-page: 189
  year: 2003
  end-page: 217
  ident: bib21
  article-title: A partial least squares latent variable modeling approach for measuring interaction effects: Results from a Monte Carlo simulation study and voice mail emotion/adoption study
  publication-title: Information Systems Research
– volume: 16
  start-page: 1
  year: 2019
  end-page: 16
  ident: bib113
  article-title: Persuasive technology for enhanced learning behavior in higher education
  publication-title: International Journal of Educational Technology in Higher Education
– volume: 42
  start-page: 340
  year: 2014
  end-page: 351
  ident: bib58
  article-title: Gamification and the online retail experience
  publication-title: International Journal of Retail & Distribution Management
– volume: 47
  start-page: 967
  year: 2010
  end-page: 982
  ident: bib49
  article-title: An assessment of chronic regulatory focus measures
  publication-title: Journal of Marketing Research
– volume: 48
  start-page: 61
  year: 2008
  end-page: 73
  ident: bib54
  article-title: Antecedents of use-continuance in information systems: toward an integrative view
  publication-title: The Journal of Computer Information Systems
– volume: 17
  start-page: 460
  year: 1980
  end-page: 469
  ident: bib79
  article-title: A cognitive model of the antecedents and consequences of satisfaction decisions
  publication-title: Journal of Marketing Research
– volume: 11
  year: 2016
  ident: bib61
  article-title: Attentional bias for reward and punishment in overweight and obesity: The TRAILS study
  publication-title: PLoS One
– volume: 96
  start-page: 485
  year: 2014
  end-page: 494
  ident: bib28
  article-title: Psychometric evaluation and revision of Carver and White's BIS/BAS scales in a diverse sample of young adults
  publication-title: Journal of Personality Assessment
– reference: Petkov, P., Köbler, F., Foth, M., Medland, R.C., & Krcmar, H. (2011). Engaging energy saving through motivation-specific social comparison. In
– reference: 〉.
– year: 2000
  ident: bib24
– volume: 8
  start-page: 464
  year: 2016
  end-page: 480
  ident: bib71
  article-title: Design and evaluation of a Facebook game for self-directed elearning
  publication-title: Knowledge Management & E-Learning
– year: 1970
  ident: bib76
– volume: 52
  start-page: 313
  year: 2018
  end-page: 354
  ident: bib98
  article-title: An overview of structural equation modeling: Its beginnings, historical development, usefulness and controversies in the social sciences
  publication-title: Quality & Quantity
– volume: 10
  start-page: 2711
  year: 2020
  ident: bib87
  article-title: Predicting students’ behavioral intention to use open source software: A combined view of the technology acceptance model and self-determination theory
  publication-title: Applied Sciences
– volume: 114
  start-page: 1438
  year: 2014
  end-page: 1452
  ident: bib48
  article-title: Scholarly interest in gamification: a citation network analysis
  publication-title: Industrial Management & Data Systems
– volume: 27
  start-page: 21
  year: 2017
  end-page: 31
  ident: bib56
  article-title: A definition for gamification: Anchoring gamification in the service marketing literature
  publication-title: Electronic Markets
– volume: 7
  start-page: 1
  year: 2009
  end-page: 22
  ident: bib60
  article-title: Elaborating eight elements of fun: Supporting design of pervasive player enjoyment
  publication-title: Computers in Entertainment
– year: 1986
  ident: bib7
– reference: Deterding, S., Dixon, D., Khalled, R., & Nacke, L. (2011, September). From game design elements to gamefulness: Defining gamification. In
– volume: 8
  start-page: 767
  year: 2013
  end-page: 790
  ident: bib91
  article-title: Gamification applied in affiliate marketing. Case Study of 2Parale
  publication-title: Management & Marketing Challenges for the Knowledge Society
– volume: 25
  start-page: 81
  year: 2011
  end-page: 86
  ident: bib102
  article-title: Individual differences in sensitivity to reward: Association with electrophysiological responses to monetary gains and losses
  publication-title: Journal of Psychophysiology
– volume: 4
  start-page: 269
  year: 1990
  end-page: 288
  ident: bib42
  article-title: Brain systems that mediate both emotion and cognition
  publication-title: Cognition and Emotion
– volume: 32
  start-page: 646
  year: 2019
  end-page: 667
  ident: bib35
  article-title: Exploring player behavior and motivations to continue playing Pokémon GO
  publication-title: Information Technology & People
– year: 1985
  ident: bib27
– volume: 13
  start-page: 546
  year: 2012
  end-page: 580
  ident: bib68
  article-title: Lateral collinearity and misleading results in variance-based SEM: An illustration and recommendations
  publication-title: Journal of the Association for Information Systems
– volume: 4
  start-page: 1
  year: 1969
  end-page: 34
  ident: bib5
  article-title: The theory of cognitive dissonance: A current perspective
  publication-title: Advances in Experimental Social Psychology
– volume: 95
  start-page: 20
  year: 2016
  end-page: 24
  ident: bib43
  article-title: A closer look at Carver and White’s BIS/BAS scales: Factor analysis and age group differences
  publication-title: Personality and Individual Differences
– year: 2019
  ident: bib32
– volume: 22
  start-page: 7
  year: 1998
  end-page: 16
  ident: bib20
  article-title: Issues and opinion on structural equation modeling
  publication-title: MIS Quarterly
– volume: 46
  start-page: 186
  year: 2000
  end-page: 204
  ident: bib105
  article-title: A theoretical extension of the technology acceptance model: Four longitudinal field studies
  publication-title: Management Science
– volume: vol. 26
  start-page: 1862
  year: 2010
  end-page: 1871
  ident: bib110
  article-title: Falling in love with online games: the uses and gratifications perspective
  publication-title: Computers in Human Behavior
– volume: 40
  start-page: 457
  year: 1989
  end-page: 492
  ident: bib29
  article-title: Neurobehavioral aspects of affective disorders
  publication-title: Annual Review of Psychology
– year: 2012
  ident: bib16
– volume: 88
  start-page: 879
  year: 2003
  end-page: 903
  ident: bib84
  article-title: Common method biases in behavioral research: a critical review of the literature and recommended remedies
  publication-title: Journal of Applied Psychology
– volume: 11
  start-page: 1018
  year: 2020
  end-page: 1027
  ident: bib52
  article-title: Time Orientation on avoiding advertising based on incentive theory of motivation: A literature review and conceptual framework
  publication-title: International Journal of Management
– volume: 48
  start-page: 1278
  year: 2019
  end-page: 1300
  ident: bib34
  article-title: Evaluating the role of gamification and flow in e-consumers: Millennials versus generation X
  publication-title: Kybernetes
– volume: 57
  start-page: 123
  year: 2014
  end-page: 146
  ident: bib73
  article-title: Partial least squares (PLS) structural equation modeling (SEM) for building and testing behavioral causal theory: when to choose it and how to use it
  publication-title: IEEE Transactions on Professional Communication
– volume: 61
  year: 2020
  ident: bib37
  article-title: An attributional theory of motivation
  publication-title: Contemporary Educational Psychology
– volume: 73
  start-page: 353
  year: 2017
  end-page: 361
  ident: bib57
  article-title: Understanding usage intention in innovative mobile app service: Comparison between millennial and mature consumers
  publication-title: Computers in Human Behavior
– volume: 51
  year: 2015
  ident: bib64
– volume: 7
  start-page: S405
  year: 1984
  ident: bib40
  article-title: Implications of the neuropsychology of anxiety for personality
  publication-title: Clinical Neuropharmacology
– volume: 16
  start-page: 74
  year: 1988
  end-page: 94
  ident: bib6
  article-title: On the evaluation of structural equation models
  publication-title: Journal of the Academy of Marketing Science
– volume: 39
  start-page: 539
  year: 2004
  end-page: 550
  ident: bib15
  article-title: Predicting problem behaviors with multiple expectancies: Expanding expectancy-value theory
  publication-title: Adolescence
– volume: 37
  start-page: 7033
  year: 2010
  end-page: 7039
  ident: bib63
  article-title: An empirical investigation of mobile data service continuance: Incorporating the theory of planned behavior into the expectation–confirmation model
  publication-title: Expert Systems with Applications
– volume: 51
  year: 2015
  ident: bib65
– volume: 21
  start-page: 493
  year: 1987
  end-page: 509
  ident: bib41
  article-title: Perspectives on anxiety and impulsivity: A commentary
  publication-title: Journal of Research in Personality
– volume: 30
  start-page: 241
  year: 2011
  end-page: 250
  ident: bib114
  article-title: An empirical examination of users’ post-adoption behaviour of mobile services
  publication-title: Behaviour & Information Technology
– volume: 22
  start-page: 181
  issue: 2
  year: 2013
  ident: 10.1016/j.ijinfomgt.2021.102414_bib18
  article-title: The impact of college students’ intrinsic and extrinsic motivation on continuance intention to use english mobile learning systems
  publication-title: The Asia Pacific Education Researcher
  doi: 10.1007/s40299-012-0011-7
– volume: 46
  start-page: 186
  issue: 2
  year: 2000
  ident: 10.1016/j.ijinfomgt.2021.102414_bib105
  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: 50
  start-page: 28
  year: 2020
  ident: 10.1016/j.ijinfomgt.2021.102414_bib1
  article-title: Mobile food ordering apps: An empirical study of the factors affecting customer e-satisfaction and continued intention to reuse
  publication-title: International Journal of Information Management
  doi: 10.1016/j.ijinfomgt.2019.04.008
– volume: 42
  start-page: 340
  issue: 5
  year: 2014
  ident: 10.1016/j.ijinfomgt.2021.102414_bib58
  article-title: Gamification and the online retail experience
  publication-title: International Journal of Retail & Distribution Management
  doi: 10.1108/IJRDM-01-2013-0030
– volume: 88
  start-page: 399
  issue: 3
  year: 2012
  ident: 10.1016/j.ijinfomgt.2021.102414_bib4
  article-title: Approach and avoidance motivation: Investigating hedonic consumption in a retail setting.
  publication-title: Journal of Retailing
  doi: 10.1016/j.jretai.2011.12.004
– volume: 28
  start-page: 695
  issue: 4
  year: 2004
  ident: 10.1016/j.ijinfomgt.2021.102414_bib103
  article-title: User acceptance of hedonic information systems
  publication-title: MIS Quarterly
  doi: 10.2307/25148660
– volume: 88
  start-page: 879
  issue: 5
  year: 2003
  ident: 10.1016/j.ijinfomgt.2021.102414_bib84
  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: 30
  start-page: 46
  year: 1997
  ident: 10.1016/j.ijinfomgt.2021.102414_bib23
  article-title: Finding flow
– volume: 37
  start-page: 7033
  issue: 10
  year: 2010
  ident: 10.1016/j.ijinfomgt.2021.102414_bib63
  article-title: An empirical investigation of mobile data service continuance: Incorporating the theory of planned behavior into the expectation–confirmation model
  publication-title: Expert Systems with Applications
  doi: 10.1016/j.eswa.2010.03.015
– volume: 61
  issue: 4
  year: 2020
  ident: 10.1016/j.ijinfomgt.2021.102414_bib37
  article-title: An attributional theory of motivation
  publication-title: Contemporary Educational Psychology
– volume: 143
  start-page: 175
  issue: 2
  year: 2010
  ident: 10.1016/j.ijinfomgt.2021.102414_bib90
  article-title: Assessing competition avoidance as a basic personality dimension
  publication-title: The Journal of Psychology
  doi: 10.3200/JRLP.143.2.175-192
– volume: 25
  start-page: 81
  issue: 2
  year: 2011
  ident: 10.1016/j.ijinfomgt.2021.102414_bib102
  article-title: Individual differences in sensitivity to reward: Association with electrophysiological responses to monetary gains and losses
  publication-title: Journal of Psychophysiology
  doi: 10.1027/0269-8803/a000032
– volume: 2002
  start-page: 2
  issue: December
  year: 2002
  ident: 10.1016/j.ijinfomgt.2021.102414_bib33
  article-title: Persuasive technology: Using computers to change what we think and do
  publication-title: Ubiquity
  doi: 10.1145/764008.763957
– volume: 4
  start-page: 269
  issue: 3
  year: 1990
  ident: 10.1016/j.ijinfomgt.2021.102414_bib42
  article-title: Brain systems that mediate both emotion and cognition
  publication-title: Cognition and Emotion
  doi: 10.1080/02699939008410799
– year: 2012
  ident: 10.1016/j.ijinfomgt.2021.102414_bib16
– volume: 7
  start-page: S405
  issue: 1
  year: 1984
  ident: 10.1016/j.ijinfomgt.2021.102414_bib40
  article-title: Implications of the neuropsychology of anxiety for personality
  publication-title: Clinical Neuropharmacology
  doi: 10.1097/00002826-198406001-00371
– volume: 33
  start-page: 433
  issue: 3
  year: 2009
  ident: 10.1016/j.ijinfomgt.2021.102414_bib80
  article-title: Why break the habit of a lifetime? Rethinking the roles of intention, habit, and emotion in continuing information technology use
  publication-title: MIS Quarterly
  doi: 10.2307/20650303
– year: 1970
  ident: 10.1016/j.ijinfomgt.2021.102414_bib76
– year: 2019
  ident: 10.1016/j.ijinfomgt.2021.102414_bib32
– volume: 114
  start-page: 1438
  issue: 9
  year: 2014
  ident: 10.1016/j.ijinfomgt.2021.102414_bib48
  article-title: Scholarly interest in gamification: a citation network analysis
  publication-title: Industrial Management & Data Systems
  doi: 10.1108/IMDS-07-2014-0208
– volume: 11
  start-page: 5
  issue: 2
  year: 2010
  ident: 10.1016/j.ijinfomgt.2021.102414_bib101
  article-title: Structural equation modeling in information systems research using partial least squares
  publication-title: Journal of Information Technology Theory and Application
– volume: 101
  start-page: 1106
  issue: 5
  year: 2011
  ident: 10.1016/j.ijinfomgt.2021.102414_bib93
  article-title: Wanting, having, and needing: integrating motive disposition theory and self-determination theory
  publication-title: Journal of Personality and Social Psychology
  doi: 10.1037/a0024952
– volume: 73
  start-page: 353
  year: 2017
  ident: 10.1016/j.ijinfomgt.2021.102414_bib57
  article-title: Understanding usage intention in innovative mobile app service: Comparison between millennial and mature consumers
  publication-title: Computers in Human Behavior
  doi: 10.1016/j.chb.2017.03.051
– volume: 8
  start-page: 767
  issue: 4
  year: 2013
  ident: 10.1016/j.ijinfomgt.2021.102414_bib91
  article-title: Gamification applied in affiliate marketing. Case Study of 2Parale
  publication-title: Management & Marketing Challenges for the Knowledge Society
– volume: 54
  year: 2020
  ident: 10.1016/j.ijinfomgt.2021.102414_bib9
  article-title: Engaging donors on crowdfunding platform in disaster relief operations (DRO) using gamification: a civic voluntary model (CVM) approach
  publication-title: International Journal of Information Management
  doi: 10.1016/j.ijinfomgt.2020.102140
– volume: 69
  start-page: 417
  year: 1978
  ident: 10.1016/j.ijinfomgt.2021.102414_bib38
  article-title: The 1977 Myers lecture: The neuropsychology of anxiety
  publication-title: British Journal of Psychology
  doi: 10.1111/j.2044-8295.1978.tb02118.x
– volume: 13
  start-page: 546
  issue: 7
  year: 2012
  ident: 10.1016/j.ijinfomgt.2021.102414_bib68
  article-title: Lateral collinearity and misleading results in variance-based SEM: An illustration and recommendations
  publication-title: Journal of the Association for Information Systems
  doi: 10.17705/1jais.00302
– volume: 29
  start-page: 421
  issue: 5
  year: 2009
  ident: 10.1016/j.ijinfomgt.2021.102414_bib13
  article-title: Gray’s reinforcement sensitivity theory as a framework for research on personality–psychopathology associations
  publication-title: Clinical Psychology Review
  doi: 10.1016/j.cpr.2009.04.002
– ident: 10.1016/j.ijinfomgt.2021.102414_bib25
– volume: 21
  issue: S3
  year: 2016
  ident: 10.1016/j.ijinfomgt.2021.102414_bib107
  article-title: Modern views on the gamification of business
  publication-title: Journal of Internet Banking and Commerce
– volume: 33
  start-page: 87
  issue: 1
  year: 2011
  ident: 10.1016/j.ijinfomgt.2021.102414_bib70
  article-title: An examination of the factor, convergent and discriminant validity of the behavioral inhibition system and behavioral activation system scales
  publication-title: Journal of Psychopathology and Behavioral Assessment
  doi: 10.1007/s10862-010-9202-9
– volume: 43
  start-page: 76
  issue: 1
  year: 2018
  ident: 10.1016/j.ijinfomgt.2021.102414_bib75
  article-title: Understanding the trend to mobile-only internet connections: A decomposition analysis
  publication-title: Telecommunications Policy
  doi: 10.1016/j.telpol.2018.03.012
– year: 2000
  ident: 10.1016/j.ijinfomgt.2021.102414_bib24
– volume: 37
  start-page: 424
  issue: 3
  year: 2013
  ident: 10.1016/j.ijinfomgt.2021.102414_bib81
  article-title: Satisfaction pursuing approach and avoidance goals: Effects of regulatory fit and individual temperaments
  publication-title: Motivation and Emotion
  doi: 10.1007/s11031-012-9324-3
– year: 1990
  ident: 10.1016/j.ijinfomgt.2021.102414_bib22
– volume: 22
  start-page: 243
  issue: 1
  year: 2020
  ident: 10.1016/j.ijinfomgt.2021.102414_bib97
  article-title: Exploring the influential factors of continuance intention to use mobile apps: extending the expectation confirmation model
  publication-title: Information Systems Frontiers
  doi: 10.1007/s10796-018-9864-5
– volume: 35
  start-page: 982
  issue: 8
  year: 1989
  ident: 10.1016/j.ijinfomgt.2021.102414_bib26
  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: 21
  start-page: 493
  issue: 4
  year: 1987
  ident: 10.1016/j.ijinfomgt.2021.102414_bib41
  article-title: Perspectives on anxiety and impulsivity: A commentary
  publication-title: Journal of Research in Personality
  doi: 10.1016/0092-6566(87)90036-5
– volume: 32
  start-page: 1305
  year: 2020
  ident: 10.1016/j.ijinfomgt.2021.102414_bib62
  article-title: Influence of virtual CSR gamification design elements on customers’ continuance intention of participating in social value co-creation: the mediation effect of psychological benefit
  publication-title: Asia Pacific Journal of Marketing and Logistics
  doi: 10.1108/APJML-03-2019-0213
– ident: 10.1016/j.ijinfomgt.2021.102414_bib95
– volume: 30
  start-page: 241
  issue: 2
  year: 2011
  ident: 10.1016/j.ijinfomgt.2021.102414_bib114
  article-title: An empirical examination of users’ post-adoption behaviour of mobile services
  publication-title: Behaviour & Information Technology
  doi: 10.1080/0144929X.2010.543702
– volume: 48
  start-page: 61
  issue: 3
  year: 2008
  ident: 10.1016/j.ijinfomgt.2021.102414_bib54
  article-title: Antecedents of use-continuance in information systems: toward an integrative view
  publication-title: The Journal of Computer Information Systems
– volume: 95
  start-page: 20
  year: 2016
  ident: 10.1016/j.ijinfomgt.2021.102414_bib43
  article-title: A closer look at Carver and White’s BIS/BAS scales: Factor analysis and age group differences
  publication-title: Personality and Individual Differences
  doi: 10.1016/j.paid.2016.02.022
– year: 2006
  ident: 10.1016/j.ijinfomgt.2021.102414_bib46
– volume: 37
  start-page: 125
  issue: 3
  year: 2017
  ident: 10.1016/j.ijinfomgt.2021.102414_bib47
  article-title: Why do people play games? A meta-analysis
  publication-title: International Journal of Information Management
  doi: 10.1016/j.ijinfomgt.2017.01.006
– volume: 11
  start-page: 1018
  issue: 7
  year: 2020
  ident: 10.1016/j.ijinfomgt.2021.102414_bib52
  article-title: Time Orientation on avoiding advertising based on incentive theory of motivation: A literature review and conceptual framework
  publication-title: International Journal of Management
– volume: 17
  start-page: 56
  issue: 1
  year: 2019
  ident: 10.1016/j.ijinfomgt.2021.102414_bib85
  article-title: Gamification in e-learning. A Moodle implementation and its effect on student engagement and performance
  publication-title: Interactive Technology and Smart Education
  doi: 10.1108/ITSE-06-2019-0030
– volume: 29
  start-page: 383
  issue: 4
  year: 2010
  ident: 10.1016/j.ijinfomgt.2021.102414_bib59
  article-title: Predicting continuance in online communities: model development and empirical test
  publication-title: Behaviour & Information Technology
  doi: 10.1080/01449290903398190
– volume: 64
  start-page: 799
  issue: 9
  year: 2006
  ident: 10.1016/j.ijinfomgt.2021.102414_bib99
  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
– ident: 10.1016/j.ijinfomgt.2021.102414_bib30
  doi: 10.1145/2181037.2181040
– volume: 47
  start-page: 89
  issue: 2
  year: 2009
  ident: 10.1016/j.ijinfomgt.2021.102414_bib108
  article-title: Carver and White’s (1994) BIS/BAS scales and their relationship to risky health behaviours
  publication-title: Personality and Individual Differences
  doi: 10.1016/j.paid.2009.02.003
– volume: 117
  start-page: 164
  issue: 1
  year: 2008
  ident: 10.1016/j.ijinfomgt.2021.102414_bib50
  article-title: A multimethod investigation of the behavioral activation system in bipolar disorder
  publication-title: Journal of Abnormal Psychology
  doi: 10.1037/0021-843X.117.1.164
– volume: 18
  start-page: 277
  issue: 4
  year: 1999
  ident: 10.1016/j.ijinfomgt.2021.102414_bib2
  article-title: Attitudes, satisfaction and usage: Factors contributing to each in the acceptance of information technology
  publication-title: Behaviour & Information Technology
  doi: 10.1080/014492999119020
– volume: 46
  start-page: 210
  year: 2019
  ident: 10.1016/j.ijinfomgt.2021.102414_bib111
  article-title: Does gamification satisfy needs? A study on the relationship between gamification features and intrinsic need satisfaction: SSIS
  publication-title: International Journal of Information Management
  doi: 10.1016/j.ijinfomgt.2018.12.002
– volume: 30
  start-page: 43
  issue: 1
  year: 2012
  ident: 10.1016/j.ijinfomgt.2021.102414_bib104
  article-title: The effect of behavioural activation and inhibition on CRM adoption
  publication-title: International Journal of Bank Marketing
  doi: 10.1108/02652321211195695
– volume: 67
  start-page: 319
  issue: 2
  year: 1994
  ident: 10.1016/j.ijinfomgt.2021.102414_bib17
  article-title: Behavioral inhibition, behavioral activation, and affective responses to impending reward and punishment: the BIS/BAS scales
  publication-title: Journal of Personality and Social Psychology
  doi: 10.1037/0022-3514.67.2.319
– volume: 57
  start-page: 123
  issue: 2
  year: 2014
  ident: 10.1016/j.ijinfomgt.2021.102414_bib73
  article-title: Partial least squares (PLS) structural equation modeling (SEM) for building and testing behavioral causal theory: when to choose it and how to use it
  publication-title: IEEE Transactions on Professional Communication
  doi: 10.1109/TPC.2014.2312452
– volume: 32
  start-page: 1
  issue: 3
  year: 2007
  ident: 10.1016/j.ijinfomgt.2021.102414_bib31
  article-title: Unpacking the millennials: A cautionary tale for teacher education
  publication-title: Australian Journal of Teacher Education
  doi: 10.14221/ajte.2007v32n3.1
– volume: 37
  start-page: 438
  year: 2017
  ident: 10.1016/j.ijinfomgt.2021.102414_bib19
  article-title: Understanding compulsive smartphone use: an empirical test of a flow-based model
  publication-title: International Journal of Information Management
  doi: 10.1016/j.ijinfomgt.2017.04.009
– volume: 20
  start-page: 255
  issue: 4
  year: 2006
  ident: 10.1016/j.ijinfomgt.2021.102414_bib94
  article-title: From BIS-BAS to the big five
  publication-title: European Journal of Personality
  doi: 10.1002/per.583
– volume: 16
  start-page: 376
  issue: 3
  year: 2018
  ident: 10.1016/j.ijinfomgt.2021.102414_bib53
  article-title: Smart and secure? Millennials on mobile devices
  publication-title: Interdisciplinary Description of Complex Systems
  doi: 10.7906/indecs.16.3.10
– volume: vol. 26
  start-page: 1862
  issue: 6
  year: 2010
  ident: 10.1016/j.ijinfomgt.2021.102414_bib110
  article-title: Falling in love with online games: the uses and gratifications perspective
  publication-title: Computers in Human Behavior
  doi: 10.1016/j.chb.2010.07.033
– volume: 40
  start-page: 457
  year: 1989
  ident: 10.1016/j.ijinfomgt.2021.102414_bib29
  article-title: Neurobehavioral aspects of affective disorders
  publication-title: Annual Review of Psychology
  doi: 10.1146/annurev.ps.40.020189.002325
– volume: 48
  start-page: 1278
  issue: 6
  year: 2019
  ident: 10.1016/j.ijinfomgt.2021.102414_bib34
  article-title: Evaluating the role of gamification and flow in e-consumers: Millennials versus generation X
  publication-title: Kybernetes
  doi: 10.1108/K-07-2018-0350
– volume: 63
  start-page: 218
  issue: 2
  year: 2009
  ident: 10.1016/j.ijinfomgt.2021.102414_bib112
  article-title: The association between harmful alcohol use and internet addiction among college students: comparison of personality
  publication-title: Psychiatry and Clinical Neurosciences
  doi: 10.1111/j.1440-1819.2009.01943.x
– volume: 52
  start-page: 1
  year: 2020
  ident: 10.1016/j.ijinfomgt.2021.102414_bib45
  article-title: How pre-adoption expectancies shape post-adoption continuance intentions: An extended expectation-confirmation model
  publication-title: International Journal of Information Management
  doi: 10.1016/j.ijinfomgt.2020.102094
– volume: 7
  start-page: 1
  issue: 2
  year: 2009
  ident: 10.1016/j.ijinfomgt.2021.102414_bib60
  article-title: Elaborating eight elements of fun: Supporting design of pervasive player enjoyment
  publication-title: Computers in Entertainment
  doi: 10.1145/1541895.1541905
– year: 1986
  ident: 10.1016/j.ijinfomgt.2021.102414_bib7
– year: 1985
  ident: 10.1016/j.ijinfomgt.2021.102414_bib27
– ident: 10.1016/j.ijinfomgt.2021.102414_bib66
– year: 2017
  ident: 10.1016/j.ijinfomgt.2021.102414_bib36
– volume: 21
  start-page: 89
  issue: 1
  year: 2020
  ident: 10.1016/j.ijinfomgt.2021.102414_bib55
  article-title: Incorporating gamification into website design to facilitate effective communication
  publication-title: Theoretical Issues in Ergonomics Science
  doi: 10.1080/1463922X.2019.1645920
– year: 2000
  ident: 10.1016/j.ijinfomgt.2021.102414_bib44
  article-title: The neuropsychology of anxiety: An enquiry into the functions of the septo-hippocampal system
– volume: 11
  start-page: 1
  issue: 4
  year: 2015
  ident: 10.1016/j.ijinfomgt.2021.102414_bib67
  article-title: Common method bias in PLS-SEM
  publication-title: International Journal of e-Collaboration
  doi: 10.4018/ijec.2015100101
– volume: 4
  start-page: 275
  issue: 5
  year: 2013
  ident: 10.1016/j.ijinfomgt.2021.102414_bib14
  article-title: Gamification. Design of IT-based enhancing services for motivational support and behavioral change
  publication-title: Business & Information Systems Engineering
  doi: 10.1007/s12599-013-0273-5
– ident: 10.1016/j.ijinfomgt.2021.102414_bib83
  doi: 10.1145/1979742.1979855
– volume: 45
  start-page: 732
  issue: 8
  year: 2008
  ident: 10.1016/j.ijinfomgt.2021.102414_bib86
  article-title: Psychometric properties of Carver and White's (1994) BIS/BAS scales in a large sample of offenders
  publication-title: Personality and Individual Differences
  doi: 10.1016/j.paid.2008.07.021
– volume: 51
  year: 2015
  ident: 10.1016/j.ijinfomgt.2021.102414_bib64
– volume: 162
  start-page: 407
  issue: 3
  year: 1993
  ident: 10.1016/j.ijinfomgt.2021.102414_bib92
  article-title: Towards a cognitive-behavioural theory of problem gambling
  publication-title: The British Journal of Psychiatry
  doi: 10.1192/bjp.162.3.407
– volume: 36
  start-page: iii
  year: 2012
  ident: 10.1016/j.ijinfomgt.2021.102414_bib89
  article-title: Editor’s comments: A critical look at the use of PLS-SEM in “MIS Quarterly”
  publication-title: MIS Quarterly
  doi: 10.2307/41410402
– volume: 39
  start-page: 539
  issue: 155
  year: 2004
  ident: 10.1016/j.ijinfomgt.2021.102414_bib15
  article-title: Predicting problem behaviors with multiple expectancies: Expanding expectancy-value theory
  publication-title: Adolescence
– volume: 14
  start-page: 189
  year: 2003
  ident: 10.1016/j.ijinfomgt.2021.102414_bib21
  article-title: A partial least squares latent variable modeling approach for measuring interaction effects: Results from a Monte Carlo simulation study and voice mail emotion/adoption study
  publication-title: Information Systems Research
  doi: 10.1287/isre.14.2.189.16018
– year: 2004
  ident: 10.1016/j.ijinfomgt.2021.102414_bib51
– volume: 52
  start-page: 313
  issue: 1
  year: 2018
  ident: 10.1016/j.ijinfomgt.2021.102414_bib98
  article-title: An overview of structural equation modeling: Its beginnings, historical development, usefulness and controversies in the social sciences
  publication-title: Quality & Quantity
  doi: 10.1007/s11135-017-0469-8
– volume: 51
  year: 2015
  ident: 10.1016/j.ijinfomgt.2021.102414_bib65
– volume: 16
  start-page: 74
  issue: 1
  year: 1988
  ident: 10.1016/j.ijinfomgt.2021.102414_bib6
  article-title: On the evaluation of structural equation models
  publication-title: Journal of the Academy of Marketing Science
  doi: 10.1007/BF02723327
– volume: 47
  start-page: 967
  issue: 5
  year: 2010
  ident: 10.1016/j.ijinfomgt.2021.102414_bib49
  article-title: An assessment of chronic regulatory focus measures
  publication-title: Journal of Marketing Research
  doi: 10.1509/jmkr.47.5.967
– ident: 10.1016/j.ijinfomgt.2021.102414_bib96
– volume: 4
  start-page: 1
  year: 1969
  ident: 10.1016/j.ijinfomgt.2021.102414_bib5
  article-title: The theory of cognitive dissonance: A current perspective
  publication-title: Advances in Experimental Social Psychology
  doi: 10.1016/S0065-2601(08)60075-1
– volume: 29
  start-page: 1763
  issue: 4
  year: 2013
  ident: 10.1016/j.ijinfomgt.2021.102414_bib82
  article-title: Factors influencing smartphone use and dependency in South Korea
  publication-title: Computers in Human Behavior
  doi: 10.1016/j.chb.2013.02.008
– volume: 59
  start-page: 163
  issue: 2
  year: 2018
  ident: 10.1016/j.ijinfomgt.2021.102414_bib77
  article-title: Goal pursuit: current state of affairs and directions for future research
  publication-title: Canadian Psychology/Psychologie Canadienne
  doi: 10.1037/cap0000147
– volume: 27
  start-page: 21
  issue: 1
  year: 2017
  ident: 10.1016/j.ijinfomgt.2021.102414_bib56
  article-title: A definition for gamification: Anchoring gamification in the service marketing literature
  publication-title: Electronic Markets
  doi: 10.1007/s12525-015-0212-z
– volume: 25
  start-page: 351
  issue: 3
  year: 2001
  ident: 10.1016/j.ijinfomgt.2021.102414_bib12
  article-title: Understanding information systems continuance. An expectation–confirmation model
  publication-title: MIS Quarterly
  doi: 10.2307/3250921
– volume: 57
  issue: 2
  year: 2020
  ident: 10.1016/j.ijinfomgt.2021.102414_bib11
  article-title: How to perform and report an impactful analysis using partial least squares: guidelines for confirmatory and explanatory IS research
  publication-title: Information & Management
  doi: 10.1016/j.im.2019.05.003
– volume: 27
  start-page: 118
  issue: 1
  year: 2017
  ident: 10.1016/j.ijinfomgt.2021.102414_bib8
  article-title: Why so serious? Gamification impact in the acceptance of mobile banking services
  publication-title: Internet Research
  doi: 10.1108/IntR-10-2015-0295
– volume: 51
  year: 2020
  ident: 10.1016/j.ijinfomgt.2021.102414_bib74
  article-title: Overcoming pathological IT use: How and why IT addicts terminate their use of games and social media
  publication-title: International Journal of Information Management
  doi: 10.1016/j.ijinfomgt.2019.102053
– start-page: 440
  year: 2014
  ident: 10.1016/j.ijinfomgt.2021.102414_bib109
  article-title: Gamification design for increasing customer purchase intention in a mobile marketing campaign app
  publication-title: HCI in Business
  doi: 10.1007/978-3-319-07293-7_43
– volume: 17
  start-page: 460
  issue: 4
  year: 1980
  ident: 10.1016/j.ijinfomgt.2021.102414_bib79
  article-title: A cognitive model of the antecedents and consequences of satisfaction decisions
  publication-title: Journal of Marketing Research
  doi: 10.1177/002224378001700405
– volume: 16
  start-page: 1
  issue: 1
  year: 2019
  ident: 10.1016/j.ijinfomgt.2021.102414_bib113
  article-title: Persuasive technology for enhanced learning behavior in higher education
  publication-title: International Journal of Educational Technology in Higher Education
– volume: 8
  start-page: 464
  issue: 3
  year: 2016
  ident: 10.1016/j.ijinfomgt.2021.102414_bib71
  article-title: Design and evaluation of a Facebook game for self-directed elearning
  publication-title: Knowledge Management & E-Learning
– volume: 96
  start-page: 485
  year: 2014
  ident: 10.1016/j.ijinfomgt.2021.102414_bib28
  article-title: Psychometric evaluation and revision of Carver and White's BIS/BAS scales in a diverse sample of young adults
  publication-title: Journal of Personality Assessment
  doi: 10.1080/00223891.2013.870570
– volume: 11
  issue: 7
  year: 2016
  ident: 10.1016/j.ijinfomgt.2021.102414_bib61
  article-title: Attentional bias for reward and punishment in overweight and obesity: The TRAILS study
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0157573
– start-page: 1
  year: 1972
  ident: 10.1016/j.ijinfomgt.2021.102414_bib10
  article-title: Self-perception theory
  publication-title: Advances in Experimental Social Psychology
– start-page: 246
  year: 1981
  ident: 10.1016/j.ijinfomgt.2021.102414_bib39
  article-title: A model for personality
– volume: 28
  start-page: 38
  issue: 1
  year: 2018
  ident: 10.1016/j.ijinfomgt.2021.102414_bib72
  article-title: Gamification’s impact on manufacturing: enhancing job motivation, satisfaction and operational performance with smartphone-based gamified job design
  publication-title: Human Factors and Ergonomics in Manufacturing
  doi: 10.1002/hfm.20723
– volume: 22
  start-page: 7
  issue: 1
  year: 1998
  ident: 10.1016/j.ijinfomgt.2021.102414_bib20
  article-title: Issues and opinion on structural equation modeling
  publication-title: MIS Quarterly
– volume: 49
  start-page: 242
  year: 2019
  ident: 10.1016/j.ijinfomgt.2021.102414_bib100
  article-title: Would you like to play? A comparison of a gamified survey with a traditional online survey method
  publication-title: International Journal of Information Management
  doi: 10.1016/j.ijinfomgt.2019.06.001
– volume: 21
  start-page: 527
  issue: 6
  year: 2011
  ident: 10.1016/j.ijinfomgt.2021.102414_bib106
  article-title: Extending the two-stage information systems continuance model: incorporating UTAUT predictors and the role of context
  publication-title: Information Systems Journal
  doi: 10.1111/j.1365-2575.2011.00373.x
– volume: 32
  start-page: 646
  issue: 3
  year: 2019
  ident: 10.1016/j.ijinfomgt.2021.102414_bib35
  article-title: Exploring player behavior and motivations to continue playing Pokémon GO
  publication-title: Information Technology & People
  doi: 10.1108/ITP-07-2017-0216
– year: 1978
  ident: 10.1016/j.ijinfomgt.2021.102414_bib78
– volume: 78
  start-page: 105
  year: 2000
  ident: 10.1016/j.ijinfomgt.2021.102414_bib88
  article-title: E-loyalty: Your secret weapon on the web
  publication-title: Harvard Business Review
– volume: 1
  start-page: 234
  year: 2013
  ident: 10.1016/j.ijinfomgt.2021.102414_bib3
  article-title: Loyalty 3.0: How big data and gamification are revolutionizing customer and employee engagement
  publication-title: Journal of Marketing Analytics
  doi: 10.1057/jma.2013.19
– volume: 45
  start-page: 191
  year: 2019
  ident: 10.1016/j.ijinfomgt.2021.102414_bib69
  article-title: The rise of motivational information systems: a review of gamification research
  publication-title: International Journal of Information Management
  doi: 10.1016/j.ijinfomgt.2018.10.013
– volume: 10
  start-page: 2711
  issue: 8
  year: 2020
  ident: 10.1016/j.ijinfomgt.2021.102414_bib87
  article-title: Predicting students’ behavioral intention to use open source software: A combined view of the technology acceptance model and self-determination theory
  publication-title: Applied Sciences
  doi: 10.3390/app10082711
SSID ssj0017052
Score 2.4774206
Snippet This study seeks to investigate the effects of Behavioral Activation System (BAS), known as approach motivation, and Behavioral Inhibition System (BIS), known...
SourceID proquest
crossref
elsevier
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 102414
SubjectTerms Activation
Activation analysis
Application
Applications programs
Approach-Avoidance
Behavior
Behavioral activation system
Behavioral inhibition system
Cognitive behavioral therapy
Gamification
Information systems
Information systems continuance
Information technology
Inhibition
Mobile applications
Mobile computing
Motivation
Research applications
Research methodology
Responsiveness
Satisfaction
Software
User satisfaction
Title Continuance intention in gamified mobile applications: A study of behavioral inhibition and activation systems
URI https://dx.doi.org/10.1016/j.ijinfomgt.2021.102414
https://www.proquest.com/docview/2582437346
Volume 61
WOSCitedRecordID wos000704367600013&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVESC
  databaseName: Elsevier SD Freedom Collection Journals 2021
  customDbUrl:
  eissn: 1873-4707
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0017052
  issn: 0268-4012
  databaseCode: AIEXJ
  dateStart: 19950201
  isFulltext: true
  titleUrlDefault: https://www.sciencedirect.com
  providerName: Elsevier
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1bb9MwGLVKxwMviKsoDOQHQKApqM7FdvbWVa0AVQWJTOpbFCd2ly5Ny9JOK7-bH4AdO5dOg8EDL23qymmV78T-7JxzPgBeo4j5HJPIwqwvLJfIdQrjLrIoErHMB-SMQkuh8IRMp3Q28792Oj8rLcxlRvKcXl356_8aatkmg62ks_8Q7vqkskEey6DLVxl2-fpXgVd-U2m-LaUAygyipjPOo2UqVMa5XDE5Fhy1n11rgXpROUy3xPtpfpaydFOxlpUOQu_iGhPoop3e7u8v7rlS1CpJQ5htM24Gu0QltScoz_T7bquVRKMsFUfBVjX6Y1bPIEH0ZujJlnPTS08TP_SnZevZUmXW_e0saugDwcowSQY7fRo-V3SBk2HW3gKx0TU6Sa3NqYbDhhBVlNayVK6SDVmb62GeEkcCU9fbreYBbQpvBnJ04_SidzoWH9KFal7OFRnXRsr-wtVS2H1D7-mXcHw6mYTBaBa8XX-3VK0zxQkwhV_ugAObeD7tgoPBp9Hsc_30i_TLSlH1P9_jJd7427_Lqq7lF2XSFDwA981qBw40Sh-CDs8fgZ6WhENzHQv4znifv38M8hZ6YY1eeQQr9EKNXthG7zEcwBK7cCVgg13YYBdK7MIGu9Bg9wk4HY-C4UfLlASxYsd1NlbC-j7FvicQxzGJHIIQ9zyW2FxptImNRUR9QVQxLKJWwnJ-igiOKKY2TwRDzlPQzVc5fwZg4se2m8gcjmHHFVFERZ8RhyUo4RgLz-8BXF3SMDZ--apsSxZWxMhFWMciVLEIdSx6oF93XGvLmNu7HFcxC03mqzPaUCLv9s6HVZRDc2MXoe1RZTXquPj5n79-Ae41t9Qh6G4utvwluBtfbtLi4pVB5i-cN9pe
linkProvider Elsevier
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=Continuance+intention+in+gamified+mobile+applications%3A+A+study+of+behavioral+inhibition+and+activation+systems&rft.jtitle=International+journal+of+information+management&rft.au=Ayd%C4%B1nl%C4%B1yurt%2C+Elif+Tu%C4%9Fba&rft.au=Ta%C5%9Fk%C4%B1n%2C+Naz%C4%B1m&rft.au=Scahill%2C+Shane&rft.au=Toker%2C+Ay%C5%9Feg%C3%BCl&rft.date=2021-12-01&rft.pub=Elsevier+Science+Ltd&rft.issn=0268-4012&rft.eissn=1873-4707&rft.volume=61&rft.spage=1&rft_id=info:doi/10.1016%2Fj.ijinfomgt.2021.102414&rft.externalDBID=NO_FULL_TEXT
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0268-4012&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0268-4012&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0268-4012&client=summon