Motivating consumers for health and fitness: The role of app features

Smartphone apps can create value for consumers by supporting their health goals. The purpose of the study was to reveal people's preferences for Self‐Determination theory derived app features of health‐related apps that can potentially promote motivation and sustained use of such apps. Three di...

Full description

Saved in:
Bibliographic Details
Published inJournal of consumer behaviour Vol. 21; no. 6; pp. 1506 - 1521
Main Authors Stancu, Violeta, Frank, Darius‐Aurel, Lähteenmäki, Liisa, Grunert, Klaus G.
Format Journal Article
LanguageEnglish
Published London Wiley Subscription Services, Inc 01.11.2022
Subjects
Online AccessGet full text
ISSN1472-0817
1479-1838
1479-1838
DOI10.1002/cb.2108

Cover

Abstract Smartphone apps can create value for consumers by supporting their health goals. The purpose of the study was to reveal people's preferences for Self‐Determination theory derived app features of health‐related apps that can potentially promote motivation and sustained use of such apps. Three discrete choice experiments, followed by a ranking task, were used to assess consumer preferences for specific app features that can support the basic needs for autonomy, competence and relatedness among respondents from Germany and Spain (N = 719). Participants preferred the autonomy supporting app features, namely making changes to the menu recommendations or self‐selecting their rewards. The competence supporting features of levels of progress and feedback that provided encouragement together with facts were preferred across countries; however, presenting the feedback in a dynamic display was disliked in Germany. The relatedness supporting feature, presence of an anthropomorphic cue with the menu recommendations, was preferred in Germany but disliked in Spain. Health and fitness apps can benefit from including features that bring value to consumers by responding to their psychological needs and help them achieve their health goals. Allowing choice flexibility in app recommendations, providing feedback that is encouraging in addition to informative, and including gamification elements in health apps, can respond to consumer preferences and thereby increase engagement with apps. The study contributes to understanding how the theoretically derived features of health apps can be included in the design of apps to match consumer preferences.
AbstractList Smartphone apps can create value for consumers by supporting their health goals. The purpose of the study was to reveal people's preferences for Self‐Determination theory derived app features of health‐related apps that can potentially promote motivation and sustained use of such apps. Three discrete choice experiments, followed by a ranking task, were used to assess consumer preferences for specific app features that can support the basic needs for autonomy, competence and relatedness among respondents from Germany and Spain ( N  = 719). Participants preferred the autonomy supporting app features, namely making changes to the menu recommendations or self‐selecting their rewards. The competence supporting features of levels of progress and feedback that provided encouragement together with facts were preferred across countries; however, presenting the feedback in a dynamic display was disliked in Germany. The relatedness supporting feature, presence of an anthropomorphic cue with the menu recommendations, was preferred in Germany but disliked in Spain. Health and fitness apps can benefit from including features that bring value to consumers by responding to their psychological needs and help them achieve their health goals. Allowing choice flexibility in app recommendations, providing feedback that is encouraging in addition to informative, and including gamification elements in health apps, can respond to consumer preferences and thereby increase engagement with apps. The study contributes to understanding how the theoretically derived features of health apps can be included in the design of apps to match consumer preferences.
Smartphone apps can create value for consumers by supporting their health goals. The purpose of the study was to reveal people's preferences for Self‐Determination theory derived app features of health‐related apps that can potentially promote motivation and sustained use of such apps. Three discrete choice experiments, followed by a ranking task, were used to assess consumer preferences for specific app features that can support the basic needs for autonomy, competence and relatedness among respondents from Germany and Spain (N = 719). Participants preferred the autonomy supporting app features, namely making changes to the menu recommendations or self‐selecting their rewards. The competence supporting features of levels of progress and feedback that provided encouragement together with facts were preferred across countries; however, presenting the feedback in a dynamic display was disliked in Germany. The relatedness supporting feature, presence of an anthropomorphic cue with the menu recommendations, was preferred in Germany but disliked in Spain. Health and fitness apps can benefit from including features that bring value to consumers by responding to their psychological needs and help them achieve their health goals. Allowing choice flexibility in app recommendations, providing feedback that is encouraging in addition to informative, and including gamification elements in health apps, can respond to consumer preferences and thereby increase engagement with apps. The study contributes to understanding how the theoretically derived features of health apps can be included in the design of apps to match consumer preferences.
Smartphone apps can create value for consumers by supporting their health goals. The purpose of the study was to reveal people's preferences for Self‐Determination theory derived app features of health‐related apps that can potentially promote motivation and sustained use of such apps. Three discrete choice experiments, followed by a ranking task, were used to assess consumer preferences for specific app features that can support the basic needs for autonomy, competence and relatedness among respondents from Germany and Spain (N = 719). Participants preferred the autonomy supporting app features, namely making changes to the menu recommendations or self‐selecting their rewards. The competence supporting features of levels of progress and feedback that provided encouragement together with facts were preferred across countries; however, presenting the feedback in a dynamic display was disliked in Germany. The relatedness supporting feature, presence of an anthropomorphic cue with the menu recommendations, was preferred in Germany but disliked in Spain. Health and fitness apps can benefit from including features that bring value to consumers by responding to their psychological needs and help them achieve their health goals. Allowing choice flexibility in app recommendations, providing feedback that is encouraging in addition to informative, and including gamification elements in health apps, can respond to consumer preferences and thereby increase engagement with apps. The study contributes to understanding how the theoretically derived features of health apps can be included in the design of apps to match consumer preferences.
Author Frank, Darius‐Aurel
Stancu, Violeta
Grunert, Klaus G.
Lähteenmäki, Liisa
Author_xml – sequence: 1
  givenname: Violeta
  orcidid: 0000-0002-7485-1698
  surname: Stancu
  fullname: Stancu, Violeta
  email: viost@mgmt.au.dk
  organization: Aarhus BSS, Aarhus University
– sequence: 2
  givenname: Darius‐Aurel
  orcidid: 0000-0002-1577-7352
  surname: Frank
  fullname: Frank, Darius‐Aurel
  organization: Aarhus BSS, Aarhus University
– sequence: 3
  givenname: Liisa
  orcidid: 0000-0002-8104-6275
  surname: Lähteenmäki
  fullname: Lähteenmäki, Liisa
  organization: Aarhus BSS, Aarhus University
– sequence: 4
  givenname: Klaus G.
  orcidid: 0000-0001-8482-184X
  surname: Grunert
  fullname: Grunert, Klaus G.
  organization: Aarhus BSS, Aarhus University
BookMark eNp10EtLAzEQB_AgFWyr-BUCHhRkax77SLxpqQ-oeKnnkM0mdss2WZOspd_ebetJ7Gnm8GNm_jMCA-usBuASowlGiNypckIwYidgiNOCJ5hRNtj3JEEMF2dgFMKqh5hnZAhmby7W3zLW9hMqZ0O31j5A4zxcatnEJZS2gqaOVodwDxdLDb1rNHQGyraFRsvYeR3OwamRTdAXv3UMPp5mi-lLMn9_fp0-zBNFC86SlFU4pTjjXFHOClmmHOeYowyXhmhSZkVepVIplWVGlYarSiKSGVpJmhtNMR2Dm8PczrZyu5FNI1pfr6XfCozELr5QpdjF7-nVgbbefXU6RLFynbf9dYIUNEcpw_lOJQelvAvBayNUHftvOBu9rJt_pl7_8cf33x7kpm709hgT08e9_gElE4Ql
CitedBy_id crossref_primary_10_1002_cb_2376
crossref_primary_10_1108_MIP_09_2023_0490
crossref_primary_10_1097_MD_0000000000040076
crossref_primary_10_3389_fpubh_2024_1445778
crossref_primary_10_1007_s10660_024_09918_2
crossref_primary_10_1108_APJML_02_2024_0133
crossref_primary_10_3390_ejihpe13080103
crossref_primary_10_1016_j_jretconser_2024_103762
crossref_primary_10_1002_cb_2187
crossref_primary_10_3390_bs15020231
Cites_doi 10.1186/s12966-016-0359-9
10.1109/TSE.2014.2360674
10.1006/appe.1999.0232
10.1145/2470654.2466452
10.2196/jmir.5692
10.2196/mhealth.4924
10.1016/j.appet.2021.105426
10.1007/s13142-017-0508-y
10.1287/mnsc.35.8.982
10.1007/s12160-013-9486-6
10.1016/j.ijmedinf.2019.104039
10.1177/1745691612447309
10.1509/jm.16.0140
10.1207/S15327965PLI1104_01
10.2196/mhealth.5846
10.1002/cb.2076
10.1016/j.invent.2022.100537
10.1007/s40279-019-01128-3
10.1086/317588
10.1002/cb.2047
10.1086/518544
10.1016/j.jbusres.2021.04.028
10.1287/mnsc.2016.2643
10.1089/tmj.2014.0148
10.1016/j.jenvman.2018.11.127
10.1016/j.ausmj.2016.12.001
10.1037//0003-066x.55.1.68
10.3390/app9061058
10.1080/15213269.2012.673850
10.3389/fpsyg.2018.00797
10.1016/j.invent.2016.10.002
10.2196/mhealth.4334
10.1016/j.tele.2020.101506
10.1016/j.chb.2016.12.033
10.1007/s00779-017-1026-0
10.1016/j.chb.2015.03.036
10.1080/10810730.2018.1455768
10.1108/EJM-06-2019-0531
10.1037/xap0000092
10.1002/cb.2017
10.2196/11867
10.2196/mhealth.9912
10.1017/s1368980017002889
10.1145/2181037.2181040
10.1016/j.tele.2020.101552
10.1016/j.techsoc.2020.101429
10.1037/xge0000033
10.1080/10447318.2017.1403220
10.1016/j.ijmedinf.2015.12.016
10.1108/JCM-04-2018-2632
10.1080/01608061.2013.785879
10.1080/00913367.2004.10639152
10.1002/mar.20729
10.1016/j.jbusres.2019.08.032
10.1017/CBO9780511805271
10.1186/s12966-016-0400-z
10.2196/13717
10.1016/j.intmar.2013.12.002
10.1080/10410236.2015.1072123
10.1108/JEC-06-2020-0126
10.1186/1471-2458-14-646
10.1080/0267257X.2019.1576756
10.1016/j.ijhcs.2020.102449
ContentType Journal Article
Copyright 2022 The Authors. published by John Wiley & Sons Ltd.
2022. This article is published under http://creativecommons.org/licenses/by-nc-nd/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Copyright_xml – notice: 2022 The Authors. published by John Wiley & Sons Ltd.
– notice: 2022. This article is published under http://creativecommons.org/licenses/by-nc-nd/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
DBID 24P
AAYXX
CITATION
8BJ
FQK
JBE
ADTOC
UNPAY
DOI 10.1002/cb.2108
DatabaseName Wiley Online Library Open Access
CrossRef
International Bibliography of the Social Sciences (IBSS)
International Bibliography of the Social Sciences
International Bibliography of the Social Sciences
Unpaywall for CDI: Periodical Content
Unpaywall
DatabaseTitle CrossRef
International Bibliography of the Social Sciences (IBSS)
DatabaseTitleList CrossRef

International Bibliography of the Social Sciences (IBSS)
Database_xml – sequence: 1
  dbid: 24P
  name: Wiley Online Library Open Access
  url: https://authorservices.wiley.com/open-science/open-access/browse-journals.html
  sourceTypes: Publisher
– sequence: 2
  dbid: UNPAY
  name: Unpaywall
  url: https://proxy.k.utb.cz/login?url=https://unpaywall.org/
  sourceTypes: Open Access Repository
DeliveryMethod fulltext_linktorsrc
Discipline Business
EISSN 1479-1838
EndPage 1521
ExternalDocumentID 10.1002/cb.2108
10_1002_cb_2108
CB2108
Genre researchArticle
GeographicLocations Germany
Spain
GeographicLocations_xml – name: Spain
– name: Germany
GrantInformation_xml – fundername: European Union's Horizon 2020
  funderid: 816303
– fundername: Horizon 2020 Framework Programme
– fundername: Stance4Health
GroupedDBID -~X
.3N
.GA
.Y3
05W
0R~
10A
1L6
1OC
24P
29K
31~
33P
3WU
4.4
50Y
50Z
51W
51Y
52M
52O
52Q
52S
52T
52U
52W
5GY
5VS
66C
702
7PT
8-0
8-1
8-3
8-4
8-5
8UM
8VB
930
A04
AABNI
AAESR
AAHBH
AAHHS
AAHQN
AAMNL
AANHP
AAONW
AAOUF
AASGY
AAXRX
AAYCA
AAZKR
ABCQN
ABCUV
ABEML
ABIJN
ABIVO
ABJNI
ABPVW
ABSOO
ACAHQ
ACBKW
ACBWZ
ACCFJ
ACCZN
ACGFS
ACHQT
ACPOU
ACRPL
ACSCC
ACXQS
ACYXJ
ADBBV
ADEMA
ADEOM
ADIZJ
ADKYN
ADMGS
ADNMO
ADXAS
ADZMN
AEEZP
AEGXH
AEIGN
AEIMD
AEMOZ
AEQDE
AEUQT
AEUYR
AFBPY
AFFPM
AFGKR
AFKFF
AFPWT
AFWVQ
AFYRF
AHBTC
AHQJS
AIFKG
AIURR
AIWBW
AJBDE
AKVCP
ALAGY
ALMA_UNASSIGNED_HOLDINGS
ALUQN
ALVPJ
AMBMR
AMYDB
ASPBG
ASTYK
AVWKF
AZBYB
AZFZN
AZVAB
BAFTC
BDRZF
BFHJK
BMXJE
BNVMJ
BQESF
BROTX
BRXPI
BY8
CAG
COF
CS3
D-C
D-D
D-I
DCZOG
DPXWK
DR2
DRFUL
DRSSH
DU5
D~A
EBA
EBO
EBR
EBS
EBU
EJD
EMK
EPL
EPS
F00
F01
FEDTE
G-S
G.N
G50
GNP
GODZA
HGLYW
HHY
HVGLF
HZ~
IX1
J0M
JPC
K1G
LATKE
LAW
LC2
LC4
LEEKS
LH4
LITHE
LOXES
LP6
LP7
LUTES
LW6
LYRES
MEWTI
MK4
MRFUL
MRSSH
MSFUL
MSSSH
MXFUL
MXSSH
N04
N06
N9A
NF~
NNB
O66
O9-
OIG
P2W
P2Y
P4C
PQQKQ
Q.N
Q11
QB0
QRW
QWB
R.K
ROL
RWI
RX1
RYL
SUPJJ
TH9
UB1
V2E
V8K
W8V
W99
WBKPD
WEBCB
WIH
WII
WOHZO
WQZ
WRC
WSUWO
WXSBR
XG1
XV2
YK4
ZL0
ZZTAW
~IA
~WP
AAMMB
AAYXX
ABBNM
AEFGJ
AEYWJ
AGHNM
AGQPQ
AGXDD
AIDQK
AIDYY
CITATION
8BJ
FQK
JBE
ADTOC
UNPAY
ID FETCH-LOGICAL-c3798-48d1431599c3987ab491619051bf2e2b576d4accc55fcbf9cda025f3da36fe313
IEDL.DBID 24P
ISSN 1472-0817
1479-1838
IngestDate Wed Oct 01 16:29:28 EDT 2025
Fri Jul 25 07:51:02 EDT 2025
Thu Apr 24 23:04:51 EDT 2025
Wed Oct 01 00:27:17 EDT 2025
Wed Jan 22 16:25:55 EST 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 6
Language English
License Attribution-NonCommercial-NoDerivs
cc-by-nc-nd
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c3798-48d1431599c3987ab491619051bf2e2b576d4accc55fcbf9cda025f3da36fe313
Notes Funding information
Horizon 2020 Framework Programme; Stance4Health; European Union's Horizon 2020, Grant/Award Number: 816303
ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0002-8104-6275
0000-0001-8482-184X
0000-0002-7485-1698
0000-0002-1577-7352
OpenAccessLink https://onlinelibrary.wiley.com/doi/abs/10.1002%2Fcb.2108
PQID 2736048168
PQPubID 25343
PageCount 16
ParticipantIDs unpaywall_primary_10_1002_cb_2108
proquest_journals_2736048168
crossref_citationtrail_10_1002_cb_2108
crossref_primary_10_1002_cb_2108
wiley_primary_10_1002_cb_2108_CB2108
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate November/December 2022
PublicationDateYYYYMMDD 2022-11-01
PublicationDate_xml – month: 11
  year: 2022
  text: November/December 2022
PublicationDecade 2020
PublicationPlace London
PublicationPlace_xml – name: London
PublicationTitle Journal of consumer behaviour
PublicationYear 2022
Publisher Wiley Subscription Services, Inc
Publisher_xml – name: Wiley Subscription Services, Inc
References 2017; 7
2020; 63
2015; 144
2016; 31
2022; 21
2021; 165
2014; 28
2018; 82
2012; 15
2007; 34
2022; 28
2018; 6
2004; 33
2018; 9
2017; 71
2000; 11
2015; 41
2000; 55
2016; 87
2014; 14
2020; 134
2018; 34
1989; 35
2019; 233
2015; 2
2019; 9
2019; 6
2000; 27
2015; 3
2020; 140
2011
2017; 25
2017; 69
2013; 46
2019; 35
2017; 21
2019; 36
2009
2020; 106
2018; 23
2016; 18
2018; 21
2016; 13
2016; 4
2021; 57
2016; 6
2021; 15
2021; 59
2021; 55
2013; 33
2022
2020
2015; 21
2016; 64
2019; 49
2019
1999; 33
2021; 132
2013
2012; 7
2016; 22
2014; 31
e_1_2_10_23_1
e_1_2_10_46_1
e_1_2_10_69_1
e_1_2_10_21_1
e_1_2_10_44_1
e_1_2_10_42_1
e_1_2_10_40_1
Schmidt‐Kraepelin M. (e_1_2_10_57_1) 2019
e_1_2_10_2_1
e_1_2_10_4_1
e_1_2_10_18_1
e_1_2_10_53_1
e_1_2_10_6_1
e_1_2_10_16_1
e_1_2_10_39_1
e_1_2_10_55_1
e_1_2_10_14_1
e_1_2_10_37_1
e_1_2_10_58_1
e_1_2_10_13_1
e_1_2_10_34_1
e_1_2_10_11_1
e_1_2_10_32_1
e_1_2_10_30_1
e_1_2_10_51_1
e_1_2_10_61_1
e_1_2_10_29_1
e_1_2_10_63_1
Buchholz K. (e_1_2_10_8_1) 2020
e_1_2_10_27_1
e_1_2_10_65_1
e_1_2_10_25_1
e_1_2_10_48_1
e_1_2_10_67_1
e_1_2_10_24_1
e_1_2_10_45_1
e_1_2_10_22_1
e_1_2_10_43_1
e_1_2_10_20_1
e_1_2_10_41_1
e_1_2_10_52_1
e_1_2_10_3_1
e_1_2_10_19_1
e_1_2_10_54_1
e_1_2_10_5_1
e_1_2_10_17_1
e_1_2_10_38_1
e_1_2_10_56_1
e_1_2_10_7_1
e_1_2_10_36_1
e_1_2_10_12_1
e_1_2_10_35_1
e_1_2_10_9_1
e_1_2_10_59_1
e_1_2_10_10_1
e_1_2_10_33_1
e_1_2_10_31_1
e_1_2_10_50_1
Coughlin S. S. (e_1_2_10_15_1) 2015; 2
e_1_2_10_60_1
e_1_2_10_62_1
e_1_2_10_64_1
e_1_2_10_28_1
e_1_2_10_49_1
e_1_2_10_66_1
e_1_2_10_26_1
e_1_2_10_47_1
e_1_2_10_68_1
References_xml – year: 2011
– year: 2009
– volume: 57
  year: 2021
  article-title: Status of the research in fitness apps: A bibliometric analysis
  publication-title: Telematics and Informatics
– volume: 55
  start-page: 68
  issue: 1
  year: 2000
  end-page: 78
  article-title: Self‐determination theory and the facilitation of intrinsic motivation, social development, and well‐being
  publication-title: The American Psychologist
– volume: 41
  start-page: 40
  issue: 1
  year: 2015
  end-page: 64
  article-title: Investigating country differences in Mobile app user behavior and challenges for software engineering
  publication-title: IEEE Transactions on Software Engineering
– volume: 21
  start-page: 735
  issue: 9
  year: 2015
  end-page: 741
  article-title: Keep using my health apps: Discover Users' perception of health and fitness apps with the UTAUT2 model
  publication-title: Telemedicine and e‐Health
– volume: 23
  start-page: 379
  issue: 4
  year: 2018
  end-page: 386
  article-title: Do fitness apps need text reminders? An experiment testing goal‐setting text message reminders to promote self‐monitoring
  publication-title: Journal of Health Communication
– volume: 13
  start-page: 35
  issue: 1
  year: 2016
  article-title: A review and content analysis of engagement, functionality, aesthetics, information quality, and change techniques in the most popular commercial apps for weight management
  publication-title: International Journal of Behavioral Nutrition and Physical Activity
– volume: 21
  start-page: 288
  issue: 2
  year: 2018
  end-page: 298
  article-title: Can existing mobile apps support healthier food purchasing behaviour? Content analysis of nutrition content, behaviour change theory and user quality integration
  publication-title: Public Health Nutrition
– volume: 6
  issue: 9
  year: 2018
  article-title: Evaluating the carrot rewards app, a population‐level incentive‐based intervention promoting step counts across two Canadian provinces: Quasi‐experimental study
  publication-title: JMIR mHealth and uHealth
– volume: 165
  year: 2021
  article-title: Individuals with self‐determined motivation for eating have better overall diet quality: Results from the PREDISE study
  publication-title: Appetite
– volume: 132
  start-page: 170
  year: 2021
  end-page: 185
  article-title: Enhancing user engagement: The role of gamification in mobile apps
  publication-title: Journal of Business Research
– volume: 35
  start-page: 310
  issue: 3–4
  year: 2019
  end-page: 337
  article-title: A different perspective on consumer engagement: Exploring the experience of using health apps to support healthier food purchasing
  publication-title: Journal of Marketing Management
– volume: 25
  start-page: 12
  issue: 1
  year: 2017
  end-page: 19
  article-title: Understanding how gamification influences behaviour in social marketing
  publication-title: Australasian Marketing Journal
– volume: 134
  year: 2020
  article-title: Factors influencing user's adherence to physical activity applications: A scoping literature review and future directions
  publication-title: International Journal of Medical Informatics
– volume: 21
  start-page: 523
  issue: 3
  year: 2022
  end-page: 542
  article-title: The bright side of online consumer behavior: Continuance intention for mobile payments
  publication-title: Journal of Consumer Behaviour
– volume: 46
  start-page: 81
  issue: 1
  year: 2013
  end-page: 95
  article-title: The behavior change technique taxonomy (v1) of 93 hierarchically clustered techniques: Building an international consensus for the reporting of behavior change interventions
  publication-title: Annals of Behavioral Medicine
– volume: 33
  start-page: 7
  issue: 1
  year: 2004
  end-page: 17
  article-title: Arousal, memory, and impression‐formation effects of animation speed IN web ADVERTISING
  publication-title: Journal of Advertising
– volume: 15
  start-page: 175
  issue: 2
  year: 2012
  end-page: 196
  article-title: Need satisfaction supportive game features as motivational determinants: An experimental study of a self‐determination theory guided Exergame
  publication-title: Media Psychology
– volume: 6
  issue: 6
  year: 2019
  article-title: Gamification in apps and Technologies for Improving Mental Health and Well‐Being: Systematic review
  publication-title: JMIR Ment Health
– year: 2022
– volume: 7
  start-page: 325
  issue: 4
  year: 2012
  end-page: 340
  article-title: Self‐determination theory applied to health contexts:A meta‐analysis
  publication-title: Perspectives on Psychological Science
– volume: 33
  start-page: 71
  issue: 1
  year: 1999
  end-page: 88
  article-title: Quantification of consumer attitudes to health and hedonic characteristics of foods
  publication-title: Appetite
– volume: 63
  year: 2020
  article-title: Understanding sustained usage of health and fitness apps: Incorporating the technology acceptance model with the investment model
  publication-title: Technology in Society
– volume: 82
  start-page: 20
  issue: 5
  year: 2018
  end-page: 44
  article-title: App popularity: Where in the world are consumers Most sensitive to Price and user ratings?
  publication-title: Journal of Marketing
– volume: 31
  start-page: 1301
  issue: 10
  year: 2016
  end-page: 1310
  article-title: Content analysis of diet‐related Mobile apps: A self‐regulation perspective
  publication-title: Health Communication
– year: 2019
– volume: 144
  start-page: 114
  issue: 1
  year: 2015
  end-page: 126
  article-title: Algorithm aversion: People erroneously avoid algorithms after seeing them err
  publication-title: Journal of Experimental Psychology. General
– volume: 64
  start-page: 1155
  issue: 3
  year: 2016
  end-page: 1170
  article-title: Overcoming algorithm aversion: People will use imperfect algorithms if they can (even slightly) modify them
  publication-title: Management Science
– year: 2022
  article-title: The influence of personal and public health and smart applications on biking behavior in South Korea
  publication-title: Journal of Consumer Behaviour
– volume: 33
  start-page: 89
  issue: 2
  year: 2013
  end-page: 103
  article-title: A component analysis of the impact of evaluative and objective feedback on performance
  publication-title: Journal of Organizational Behavior Management
– volume: 233
  start-page: 97
  year: 2019
  end-page: 106
  article-title: Gamification: Predicting the effectiveness of variety game design elements to intrinsically motivate users' energy conservation behaviour
  publication-title: Journal of Environmental Management
– volume: 59
  year: 2021
  article-title: Systematic evaluation of mobile fitness apps: Apps as the tutor, recorder, game companion, and cheerleader
  publication-title: Telematics and Informatics
– volume: 106
  start-page: 139
  year: 2020
  end-page: 157
  article-title: Examining consumer attitudes towards retailers'm‐commerce mobile applications–an initial adoption vs. continuous use perspective
  publication-title: Journal of Business Research
– volume: 11
  start-page: 227
  issue: 4
  year: 2000
  end-page: 268
  article-title: The “what” and “why” of goal pursuits: Human needs and the self‐determination of behavior
  publication-title: Psychological Inquiry
– volume: 69
  start-page: 371
  year: 2017
  end-page: 380
  article-title: How gamification motivates: An experimental study of the effects of specific game design elements on psychological need satisfaction
  publication-title: Computers in Human Behavior
– volume: 4
  issue: 3
  year: 2016
  article-title: Popular nutrition‐related Mobile apps: A feature assessment
  publication-title: JMIR mHealth and uHealth
– volume: 22
  start-page: 331
  issue: 3
  year: 2016
  end-page: 349
  article-title: Almost human: Anthropomorphism increases trust resilience in cognitive agents
  publication-title: Journal of Experimental Psychology. Applied
– volume: 71
  start-page: 469
  year: 2017
  end-page: 478
  article-title: Do badges increase user activity? A field experiment on the effects of gamification
  publication-title: Computers in Human Behavior
– volume: 28
  year: 2022
  article-title: The effects of a web‐based computer‐tailored diet and physical activity intervention based on self‐determination theory and motivational interviewing: A randomized controlled trial
  publication-title: Internet Interventions
– volume: 35
  start-page: 982
  issue: 8
  year: 1989
  end-page: 1003
  article-title: User acceptance of computer technology: A comparison of two theoretical models
  publication-title: Management Science
– volume: 55
  start-page: 122
  issue: 13
  year: 2021
  end-page: 147
  article-title: Exploring engagement with health apps: The emerging importance of situational involvement and individual characteristics
  publication-title: European Journal of Marketing
– volume: 6
  start-page: 1
  issue: 12
  year: 2018
  end-page: 13
  article-title: Mobile apps to support healthy family food provision: Systematic assessment of popular, commercially available apps
  publication-title: JMIR mHealth and uHealth
– volume: 15
  start-page: 258
  issue: 2
  year: 2021
  end-page: 281
  article-title: Digital transformation in financial services provision: A Nigerian perspective to the adoption of chatbot
  publication-title: Journal of Enterprising Communities: People and Places in the Global Economy
– volume: 2
  start-page: 21
  issue: 3
  year: 2015
  article-title: Smartphone applications for promoting healthy diet and nutrition: A literature review
  publication-title: Jacobs journal of food and nutrition
– volume: 14
  year: 2014
  article-title: Do physical activity and dietary smartphone applications incorporate evidence‐based behaviour change techniques?
  publication-title: BMC Public Health
– volume: 34
  start-page: 882
  issue: 9
  year: 2018
  end-page: 893
  article-title: Expanding the technology acceptance model with the inclusion of trust, social influence, and health valuation to determine the predictors of German Users' willingness to continue using a fitness app: A structural equation modeling approach
  publication-title: International Journal of Human Computer Interaction
– volume: 36
  start-page: 885
  issue: 7
  year: 2019
  end-page: 900
  article-title: Improving consumers' eating habits: What if a brand could make a difference?
  publication-title: Journal of Consumer Marketing
– volume: 21
  start-page: 689
  issue: 4
  year: 2017
  end-page: 704
  article-title: An e‐coaching ecosystem: Design and effectiveness analysis of the engagement of remote coaching on athletes
  publication-title: Personal and Ubiquitous Computing
– volume: 87
  start-page: 75
  year: 2016
  end-page: 83
  article-title: The impact of post‐adoption beliefs on the continued use of health apps
  publication-title: International Journal of Medical Informatics
– volume: 31
  start-page: 698
  issue: 9
  year: 2014
  end-page: 716
  article-title: Self‐determination theory and word of mouth about energy‐saving behaviors: An online experiment
  publication-title: Psychology & Marketing
– volume: 21
  start-page: 896
  issue: 4
  year: 2022
  end-page: 908
  article-title: The effect of augmented reality in mobile applications on consumers' online impulse purchase intention: The mediating role of perceived value
  publication-title: Journal of Consumer Behaviour
– volume: 34
  start-page: 468
  year: 2007
  end-page: 479
  article-title: Is that car smiling at me? Schema congruity as a basis for evaluating anthropomorphized products
  publication-title: Journal of Consumer Research
– year: 2020
– volume: 9
  issue: 797
  year: 2018
  article-title: Designing for motivation, engagement and wellbeing in digital experience
  publication-title: Frontiers in Psychology
– volume: 7
  start-page: 277
  issue: 2
  year: 2017
  end-page: 285
  article-title: Characterizing user engagement with health app data: A data mining approach
  publication-title: Translational Behavioral Medicine
– volume: 6
  start-page: 89
  year: 2016
  end-page: 106
  article-title: Gamification for health and wellbeing: A systematic review of the literature
  publication-title: Internet Interventions
– volume: 3
  issue: 4
  year: 2015
  article-title: The Most popular smartphone apps for weight loss: A quality assessment
  publication-title: JMIR mHealth and uHealth
– volume: 27
  start-page: 324
  issue: 3
  year: 2000
  end-page: 344
  article-title: Unobserved heterogeneity as an alternative explanation for “reversal” effects in behavioral research
  publication-title: Journal of Consumer Research
– volume: 49
  start-page: 1425
  issue: 9
  year: 2019
  end-page: 1447
  article-title: Your personal motivator is with you: A systematic review of Mobile phone applications aiming at increasing physical activity
  publication-title: Sports Medicine
– volume: 3
  issue: 4
  year: 2015
  article-title: Health app use among US Mobile phone owners: A National Survey
  publication-title: JMIR mHealth and uHealth
– volume: 9
  issue: 6
  year: 2019
  article-title: Older Adults' usability and emotional reactions toward text, diagram, image, and animation interfaces for displaying health information
  publication-title: Applied Sciences‐Basel
– volume: 140
  year: 2020
  article-title: Apps that motivate: A taxonomy of app features based on self‐determination theory
  publication-title: International Journal of Human‐Computer Studies
– volume: 18
  issue: 11
  year: 2016
  article-title: Can Mobile phone apps influence People's health behavior change? An evidence review
  publication-title: Journal of Medical Internet Research
– volume: 28
  start-page: 149
  issue: 2
  year: 2014
  end-page: 165
  article-title: Consumer brand engagement in social media: Conceptualization, scale development and validation
  publication-title: Journal of Interactive Marketing
– volume: 13
  start-page: 90
  year: 2016
  article-title: Iterative development of Vegethon: A theory‐based mobile app intervention to increase vegetable consumption
  publication-title: International Journal of Behavioral Nutrition and Physical Activity
– year: 2013
– ident: e_1_2_10_4_1
  doi: 10.1186/s12966-016-0359-9
– ident: e_1_2_10_41_1
  doi: 10.1109/TSE.2014.2360674
– volume-title: Users' game design element preferences in health behavior change support Systems for Physical Activity
  year: 2019
  ident: e_1_2_10_57_1
– ident: e_1_2_10_54_1
  doi: 10.1006/appe.1999.0232
– ident: e_1_2_10_32_1
  doi: 10.1145/2470654.2466452
– ident: e_1_2_10_69_1
  doi: 10.2196/jmir.5692
– ident: e_1_2_10_39_1
  doi: 10.2196/mhealth.4924
– ident: e_1_2_10_9_1
  doi: 10.1016/j.appet.2021.105426
– ident: e_1_2_10_58_1
  doi: 10.1007/s13142-017-0508-y
– ident: e_1_2_10_18_1
  doi: 10.1287/mnsc.35.8.982
– ident: e_1_2_10_46_1
  doi: 10.1007/s12160-013-9486-6
– ident: e_1_2_10_66_1
  doi: 10.1016/j.ijmedinf.2019.104039
– ident: e_1_2_10_50_1
  doi: 10.1177/1745691612447309
– ident: e_1_2_10_40_1
  doi: 10.1509/jm.16.0140
– ident: e_1_2_10_20_1
  doi: 10.1207/S15327965PLI1104_01
– ident: e_1_2_10_29_1
  doi: 10.2196/mhealth.5846
– ident: e_1_2_10_38_1
  doi: 10.1002/cb.2076
– ident: e_1_2_10_16_1
  doi: 10.1016/j.invent.2022.100537
– ident: e_1_2_10_34_1
  doi: 10.1007/s40279-019-01128-3
– ident: e_1_2_10_35_1
  doi: 10.1086/317588
– ident: e_1_2_10_62_1
  doi: 10.1002/cb.2047
– ident: e_1_2_10_3_1
  doi: 10.1086/518544
– ident: e_1_2_10_6_1
  doi: 10.1016/j.jbusres.2021.04.028
– ident: e_1_2_10_23_1
  doi: 10.1287/mnsc.2016.2643
– ident: e_1_2_10_67_1
  doi: 10.1089/tmj.2014.0148
– ident: e_1_2_10_65_1
  doi: 10.1016/j.jenvman.2018.11.127
– ident: e_1_2_10_48_1
  doi: 10.1016/j.ausmj.2016.12.001
– ident: e_1_2_10_55_1
  doi: 10.1037//0003-066x.55.1.68
– volume: 2
  start-page: 21
  issue: 3
  year: 2015
  ident: e_1_2_10_15_1
  article-title: Smartphone applications for promoting healthy diet and nutrition: A literature review
  publication-title: Jacobs journal of food and nutrition
– ident: e_1_2_10_25_1
  doi: 10.3390/app9061058
– ident: e_1_2_10_51_1
  doi: 10.1080/15213269.2012.673850
– ident: e_1_2_10_52_1
  doi: 10.3389/fpsyg.2018.00797
– ident: e_1_2_10_36_1
  doi: 10.1016/j.invent.2016.10.002
– ident: e_1_2_10_11_1
  doi: 10.2196/mhealth.4334
– ident: e_1_2_10_43_1
  doi: 10.1016/j.tele.2020.101506
– ident: e_1_2_10_56_1
  doi: 10.1016/j.chb.2016.12.033
– ident: e_1_2_10_7_1
  doi: 10.1007/s00779-017-1026-0
– ident: e_1_2_10_31_1
  doi: 10.1016/j.chb.2015.03.036
– ident: e_1_2_10_42_1
  doi: 10.1080/10810730.2018.1455768
– ident: e_1_2_10_10_1
– ident: e_1_2_10_27_1
  doi: 10.1108/EJM-06-2019-0531
– ident: e_1_2_10_19_1
  doi: 10.1037/xap0000092
– ident: e_1_2_10_53_1
  doi: 10.1002/cb.2017
– ident: e_1_2_10_44_1
  doi: 10.2196/11867
– ident: e_1_2_10_47_1
  doi: 10.2196/mhealth.9912
– ident: e_1_2_10_26_1
  doi: 10.1017/s1368980017002889
– volume-title: Where Health App Usage Is Most Common
  year: 2020
  ident: e_1_2_10_8_1
– ident: e_1_2_10_21_1
  doi: 10.1145/2181037.2181040
– ident: e_1_2_10_64_1
  doi: 10.1016/j.tele.2020.101552
– ident: e_1_2_10_13_1
  doi: 10.1016/j.techsoc.2020.101429
– ident: e_1_2_10_22_1
  doi: 10.1037/xge0000033
– ident: e_1_2_10_5_1
  doi: 10.1080/10447318.2017.1403220
– ident: e_1_2_10_14_1
  doi: 10.1016/j.ijmedinf.2015.12.016
– ident: e_1_2_10_30_1
  doi: 10.1108/JCM-04-2018-2632
– ident: e_1_2_10_37_1
  doi: 10.1080/01608061.2013.785879
– ident: e_1_2_10_59_1
  doi: 10.1080/00913367.2004.10639152
– ident: e_1_2_10_60_1
  doi: 10.1002/mar.20729
– ident: e_1_2_10_45_1
  doi: 10.1016/j.jbusres.2019.08.032
– ident: e_1_2_10_61_1
  doi: 10.1017/CBO9780511805271
– ident: e_1_2_10_49_1
  doi: 10.1186/s12966-016-0400-z
– ident: e_1_2_10_12_1
  doi: 10.2196/13717
– ident: e_1_2_10_33_1
  doi: 10.1016/j.intmar.2013.12.002
– ident: e_1_2_10_68_1
  doi: 10.1080/10410236.2015.1072123
– ident: e_1_2_10_2_1
  doi: 10.1108/JEC-06-2020-0126
– ident: e_1_2_10_24_1
  doi: 10.1186/1471-2458-14-646
– ident: e_1_2_10_28_1
  doi: 10.1080/0267257X.2019.1576756
– ident: e_1_2_10_17_1
– ident: e_1_2_10_63_1
  doi: 10.1016/j.ijhcs.2020.102449
SSID ssj0021952
Score 2.3836746
Snippet Smartphone apps can create value for consumers by supporting their health goals. The purpose of the study was to reveal people's preferences for...
SourceID unpaywall
proquest
crossref
wiley
SourceType Open Access Repository
Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 1506
SubjectTerms Anthropomorphism
Autonomy
Competence
Consumers
Discrete choice
Feedback
Flexibility
Motivation
Objectives
Psychological needs
Relatedness
Self determination
SummonAdditionalLinks – databaseName: Unpaywall
  dbid: UNPAY
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1dS8MwFA26gfritzidEmH41tnvpr7p2BjChg8O5lNJ0kTE0RXbIfrrvWmy6ZSB-NRC0kB7701O0nvORahli1Da1LctYTNFyaHcIiJNLRKTIOap9GklXzwYhv2RfzcOxiY3R3FhtD7E4sBNRUY1X6sAz1Op53nzd9-94qwNWxayjuphAFC8huqj4f3NY8UoilwLlrtI38cWuC7RpNnvTy6vRl8Qc3OW5fT9jU4my6C1WnV6O7q0alGJFapkk5f2rGRt_vFDyvHfL7SLtg0exTfagfbQmsj20cY8Hf4AdQemAFr2hLmhaxYYkC7WDEpMsxTL51L1vsbgdFjlK-KpxDTPsRSVbmhxiEa97kOnb5nSCxb3olgdMaYApADqxNyLSUSZDzDSUVpeTLrCZbBLSX3KOQ8CyZkEq1IAT9JLqRdK4TneEapl00wcI-xxApAr9mJJYTPpBpQG4BYkgth3HCrCBrqcmyDhRpdclceYJFpR2U04S9RHaSC86JhrKY7fXZpzGyYmFosEAFqoVHFCaL5Y2HX1EK3KSKvak86tupz8YahTtOUqskTFXGyiWvk6E2cAYUp2bhz1E9_q7ZY
  priority: 102
  providerName: Unpaywall
Title Motivating consumers for health and fitness: The role of app features
URI https://onlinelibrary.wiley.com/doi/abs/10.1002%2Fcb.2108
https://www.proquest.com/docview/2736048168
https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/cb.2108
UnpaywallVersion publishedVersion
Volume 21
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVWIB
  databaseName: Wiley Online Library - Core collection (SURFmarket)
  issn: 1479-1838
  databaseCode: DR2
  dateStart: 20010101
  customDbUrl:
  isFulltext: true
  eissn: 1479-1838
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0021952
  providerName: Wiley-Blackwell
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3NS8MwFA-6gXoRP3E6R4Thra5N-ultzo0hbAxxME8lSRMRRlfshvjf-5J2nUMEL-0hLz28j77fC3m_h1Dblr6ymWtb0ua6JYcJK5RJYoVR6EUiUS4z9MWjsT-cuk8zb_Zj1FfBD1EduOnIMP9rHeCM550Naajgd1CuhLuo7gCK0c5N3ElVazmRGbbjuAGxIOsFRb-s3topN24nog263F-lGfv6ZPP5Nl41CWdwhA5LpIi7hWmP0Y5MT9De-qL6KeqPytFk6RsWZSNljgGD4qK3EbM0wep9qaXvMbgD1jcJ8UJhlmVYScPomZ-h6aD_0hta5VAES9Ag0od_CUAcACGRoFEYMO4CwHM0yxZXRBIO9UPiMiGE5ynBFeibAaxRNGHUV5I69BzV0kUqLxCmIgQwFNFIMSjziMeYBwYLA4hKx2HSb6DbtYZiUTKG68EV87jgOiax4LFWZQPhSjArSDJ-izTXKo7LKMljgE6-5qvxYfmmUvvfn2gbc_y1Hvce9Ovyf2JX6IDoTgbTVthEteXHSl4DvljylvEkeD4-kxaqT8eT7us3qbfLyA
linkProvider Wiley-Blackwell
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1NSwMxEA1awXoRP7FaNULxtra7yX7Em5aWqm3x0EJvIZtNRCjbxbaI_95JdrulSMHTHjLZwySTeRPy3iDUaKlAtwRtOaoVG0qOkE6kksSJWOQzmWgqrHzxYBj0xvR14k-KV5WGC5PrQ5QXbiYy7HltAtxcSDfXqqEyfoB6JdpFezRwA1N4efS9LLZcZrvtuDT0HEh7YU6YNVObxcTNTLSGl9VlmomfbzGdbgJWm3G6R-iwgIr4KV_bY7Sj0hO0v3qpfoo6g6I3WfqBZcGknGMAoTgnN2KRJlh_Loz1I4b9gM1TQjzTWGQZ1spKes7P0LjbGbV7TtEVwZEkZOb2LwGMAyiEScKiUMQUEJ5rZLZi7SkvhgIioUJK6ftaxhocLgDXaJIIEmhFXHKOKuksVRcIExkBGmKEaQF1nucL4cOKRSGEpesKFdTQ_cpDXBaS4aZzxZTnYscelzE3rqwhXBpmuUrGX5P6ysW8CJM5B-wUGMGaAIbvSrdv_0XDLse2cd5-Np_L_5ndompvNOjz_svw7QodeIbWYDmGdVRZfC3VNYCNRXxjd9UvhzjMmw
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1ZS8NAEF60QvXFW6xWXaH4lpr78E1rSz1aRCwUfAh7iljSYFNEf72zuUqVgviUh51dkp2ZzLfLzDcINXThSp3YuiZ0qkpyCNN8wbnmB74TMC5tktIX9_pud2DfDp1hnlWpamEyfojywk15Rvq_Vg4uYi7PZ6yhjDbhvOIvoxXbgZUVIHosqaPAEdNuO4btmRqEPS8rmFVTz_OJ85FoBi9Xp1FMPj_IaDQPWNOI09lAz8W7Zokmb81pQpvs6weN4_8-ZhOt50AUX2aWs4WWRLSNqkUe_A5q9_LOZ9ELZnmd5gQDxMVZ6SQmEcfyNVHSFxisDatERTyWmMQxliIlDJ3sokGn_dTqannPBY1ZXqDuFjkgKMA4AbMC3yPUBvxoKBIvKk1hUjiecJswxhxHMipBnQRQk7Q4sVwpLMPaQ5VoHIl9hC3mA9YKrEASOEWaDiEO2IPvgdMbBhFuDZ0V-x-ynJBc9cUYhRmVshkyGqpNqSFcCsYZB8dvkXqhwDB3wkkIyMxVdDguDJ-WSl28RCPV0KLxsHWlHgd_EztB1YfrTnh_0787RGumqplICxjrqJK8T8URIJmEHqcm-w2iIOwh
linkToUnpaywall http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1dS8MwFA26gfritzidEmH41tnvpr7p2BjChg8O5lNJ0kTE0RXbIfrrvWmy6ZSB-NRC0kB7701O0nvORahli1Da1LctYTNFyaHcIiJNLRKTIOap9GklXzwYhv2RfzcOxiY3R3FhtD7E4sBNRUY1X6sAz1Op53nzd9-94qwNWxayjuphAFC8huqj4f3NY8UoilwLlrtI38cWuC7RpNnvTy6vRl8Qc3OW5fT9jU4my6C1WnV6O7q0alGJFapkk5f2rGRt_vFDyvHfL7SLtg0exTfagfbQmsj20cY8Hf4AdQemAFr2hLmhaxYYkC7WDEpMsxTL51L1vsbgdFjlK-KpxDTPsRSVbmhxiEa97kOnb5nSCxb3olgdMaYApADqxNyLSUSZDzDSUVpeTLrCZbBLSX3KOQ8CyZkEq1IAT9JLqRdK4TneEapl00wcI-xxApAr9mJJYTPpBpQG4BYkgth3HCrCBrqcmyDhRpdclceYJFpR2U04S9RHaSC86JhrKY7fXZpzGyYmFosEAFqoVHFCaL5Y2HX1EK3KSKvak86tupz8YahTtOUqskTFXGyiWvk6E2cAYUp2bhz1E9_q7ZY
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=Motivating+consumers+for+health+and+fitness%3A+The+role+of+app+features&rft.jtitle=Journal+of+consumer+behaviour&rft.au=Stancu%2C+Violeta&rft.au=Frank%2C+Darius%E2%80%90Aurel&rft.au=L%C3%A4hteenm%C3%A4ki%2C+Liisa&rft.au=Grunert%2C+Klaus+G.&rft.date=2022-11-01&rft.issn=1472-0817&rft.eissn=1479-1838&rft.volume=21&rft.issue=6&rft.spage=1506&rft.epage=1521&rft_id=info:doi/10.1002%2Fcb.2108&rft.externalDBID=n%2Fa&rft.externalDocID=10_1002_cb_2108
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1472-0817&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1472-0817&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1472-0817&client=summon