Using Different Error Handling Strategies to Facilitate Older Users’ Interaction With Chatbots in Learning Information and Communication Technologies

To support older users’ accessibility and learning of the prevalent information and communication technologies (ICTs), libraries, as informal learning institutes, are committed to information literacy education activities with friendly interfaces. Chatbots using Voice User Interfaces (VUIs) with nat...

Full description

Saved in:
Bibliographic Details
Published inFrontiers in psychology Vol. 12; p. 785815
Main Authors Lin, Weijane, Chen, Hong-Chun, Yueh, Hsiu-Ping
Format Journal Article
LanguageEnglish
Published Switzerland Frontiers Media S.A 08.12.2021
Subjects
Online AccessGet full text
ISSN1664-1078
1664-1078
DOI10.3389/fpsyg.2021.785815

Cover

Abstract To support older users’ accessibility and learning of the prevalent information and communication technologies (ICTs), libraries, as informal learning institutes, are committed to information literacy education activities with friendly interfaces. Chatbots using Voice User Interfaces (VUIs) with natural and intuitive interactions have received growing research and practical attention; however, older users report regular frustrations and problems in using them. To serve as a basis for the subsequent design and development of an automated dialog mechanism in senior-friendly chatbots, a between-subject user experiment was conducted with 30 older adults divided into three groups. The preliminary findings on their interactions with the voice chatbots designed with different error handling strategies were reported. Participants’ behavioral patterns, performances, and the tactics they employed in interacting with the three types of chatbots were analyzed. The results of the study showed that the use of multiple error handling strategies is beneficial for older users to achieve effectiveness and satisfaction in human-robot interactions, and facilitate their attitude toward information technology. This study contributes empirical evidence in the genuine and pragmatic field of gerontechnology and expands upon voice chatbots research by exploring conversation errors in human-robot interactions that could be of further application in designing educational and living gerontechnology.
AbstractList To support older users' accessibility and learning of the prevalent information and communication technologies (ICTs), libraries, as informal learning institutes, are committed to information literacy education activities with friendly interfaces. Chatbots using Voice User Interfaces (VUIs) with natural and intuitive interactions have received growing research and practical attention; however, older users report regular frustrations and problems in using them. To serve as a basis for the subsequent design and development of an automated dialog mechanism in senior-friendly chatbots, a between-subject user experiment was conducted with 30 older adults divided into three groups. The preliminary findings on their interactions with the voice chatbots designed with different error handling strategies were reported. Participants' behavioral patterns, performances, and the tactics they employed in interacting with the three types of chatbots were analyzed. The results of the study showed that the use of multiple error handling strategies is beneficial for older users to achieve effectiveness and satisfaction in human-robot interactions, and facilitate their attitude toward information technology. This study contributes empirical evidence in the genuine and pragmatic field of gerontechnology and expands upon voice chatbots research by exploring conversation errors in human-robot interactions that could be of further application in designing educational and living gerontechnology.
To support older users' accessibility and learning of the prevalent information and communication technologies (ICTs), libraries, as informal learning institutes, are committed to information literacy education activities with friendly interfaces. Chatbots using Voice User Interfaces (VUIs) with natural and intuitive interactions have received growing research and practical attention; however, older users report regular frustrations and problems in using them. To serve as a basis for the subsequent design and development of an automated dialog mechanism in senior-friendly chatbots, a between-subject user experiment was conducted with 30 older adults divided into three groups. The preliminary findings on their interactions with the voice chatbots designed with different error handling strategies were reported. Participants' behavioral patterns, performances, and the tactics they employed in interacting with the three types of chatbots were analyzed. The results of the study showed that the use of multiple error handling strategies is beneficial for older users to achieve effectiveness and satisfaction in human-robot interactions, and facilitate their attitude toward information technology. This study contributes empirical evidence in the genuine and pragmatic field of gerontechnology and expands upon voice chatbots research by exploring conversation errors in human-robot interactions that could be of further application in designing educational and living gerontechnology.To support older users' accessibility and learning of the prevalent information and communication technologies (ICTs), libraries, as informal learning institutes, are committed to information literacy education activities with friendly interfaces. Chatbots using Voice User Interfaces (VUIs) with natural and intuitive interactions have received growing research and practical attention; however, older users report regular frustrations and problems in using them. To serve as a basis for the subsequent design and development of an automated dialog mechanism in senior-friendly chatbots, a between-subject user experiment was conducted with 30 older adults divided into three groups. The preliminary findings on their interactions with the voice chatbots designed with different error handling strategies were reported. Participants' behavioral patterns, performances, and the tactics they employed in interacting with the three types of chatbots were analyzed. The results of the study showed that the use of multiple error handling strategies is beneficial for older users to achieve effectiveness and satisfaction in human-robot interactions, and facilitate their attitude toward information technology. This study contributes empirical evidence in the genuine and pragmatic field of gerontechnology and expands upon voice chatbots research by exploring conversation errors in human-robot interactions that could be of further application in designing educational and living gerontechnology.
Author Lin, Weijane
Chen, Hong-Chun
Yueh, Hsiu-Ping
AuthorAffiliation 2 Department of Psychology, Department of Bio-Industry Communication and Development, National Taiwan University , Taipei , Taiwan
1 Department of Library and Information Science, National Taiwan University , Taipei , Taiwan
AuthorAffiliation_xml – name: 2 Department of Psychology, Department of Bio-Industry Communication and Development, National Taiwan University , Taipei , Taiwan
– name: 1 Department of Library and Information Science, National Taiwan University , Taipei , Taiwan
Author_xml – sequence: 1
  givenname: Weijane
  surname: Lin
  fullname: Lin, Weijane
– sequence: 2
  givenname: Hong-Chun
  surname: Chen
  fullname: Chen, Hong-Chun
– sequence: 3
  givenname: Hsiu-Ping
  surname: Yueh
  fullname: Yueh, Hsiu-Ping
BackLink https://www.ncbi.nlm.nih.gov/pubmed/34956009$$D View this record in MEDLINE/PubMed
BookMark eNqFkkFvFCEYhiemxtbaH-DFcPSyFRiGYS4mZm3tJpv0YDceyTcM7NLMwApszd78F8a_5y-R2alN60G5QN7v-54X8vKyOHLe6aJ4TfB5WYrmndnG_fqcYkrOa1EJUj0rTgjnbEZwLY4enY-LsxhvcV4MU4zpi-K4ZE3FMW5Oih-raN0afbTG6KBdQhch-ICuwHX9WPicAiS9tjqi5NElKNvblBV03Xc6oFXUIf76_hMtXNIBVLLeoS82bdB8A6n1KSLr0FJDcCNt4YwPAxy6sgOa-2HYOasm5UarjfO9H91eFc8N9FGf3e-nxery4mZ-NVtef1rMPyxnivEqzVQDota8FrhsiRCsNph0HWtoC5UAQ1XXgulUVbeqK00WGAfCNRetokYLU54Wi4nbebiV22AHCHvpwcqD4MNaQkhW9Vo2nHIwpiwb1jBMSqgIYzyDWSOwoJBZdGLt3Bb236DvH4AEyzE0eQhNjqHJKbQ89H4a2u7aQXcqZxCgf3KTpxVnN3Lt76TgDaWcZcDbe0DwX3c6JjnYqHTfg9N-FyXlhNUc83L0evPY68Hkz3fIDfXUoIKPMWgj1Zh2Didb2_6fzyB_Tf7_6b8Bmknhnw
CitedBy_id crossref_primary_10_1177_09610006231224440
crossref_primary_10_3389_fpubh_2024_1435329
crossref_primary_10_1007_s00146_025_02277_y
crossref_primary_10_3390_ejihpe13020022
crossref_primary_10_1080_10447318_2025_2476710
crossref_primary_10_1145_3641026
crossref_primary_10_3233_EFI_230045
Cites_doi 10.1007/s10209-011-0223-2
10.7874/jao.2015.19.1.7
10.1145/242485.242500
10.1037/10096-006
10.1145/3173574.3173580
10.3758/BF03342263
10.3389/fpsyg.2017.01837
10.1145/3170427.3188575
10.1016/j.is.2018.05.004
10.1007/s00779-011-0470-5
10.1007/s12369-013-0196-9
10.1097/01.JGP.0000221510.33817.86
10.1002/ecjb.20101
10.1145/3139352
10.1016/j.specom.2004.09.009
10.1075/ais.2.04loh
10.1002/asi.22975
10.1126/science.3749877
10.1111/bjet.13016
10.1016/j.specom.2008.03.010
10.1108/LHT-09-2014-0087
10.1109/ROMAN.2017.8172319
10.1007/978-1-4020-6821-8_6
10.1121/1.423888
ContentType Journal Article
Copyright Copyright © 2021 Lin, Chen and Yueh.
Copyright © 2021 Lin, Chen and Yueh. 2021 Lin, Chen and Yueh
Copyright_xml – notice: Copyright © 2021 Lin, Chen and Yueh.
– notice: Copyright © 2021 Lin, Chen and Yueh. 2021 Lin, Chen and Yueh
DBID AAYXX
CITATION
NPM
7X8
5PM
ADTOC
UNPAY
DOA
DOI 10.3389/fpsyg.2021.785815
DatabaseName CrossRef
PubMed
MEDLINE - Academic
PubMed Central (Full Participant titles)
Unpaywall for CDI: Periodical Content
Unpaywall
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
PubMed
MEDLINE - Academic
DatabaseTitleList PubMed
CrossRef
MEDLINE - Academic


Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 3
  dbid: UNPAY
  name: Unpaywall
  url: https://proxy.k.utb.cz/login?url=https://unpaywall.org/
  sourceTypes: Open Access Repository
DeliveryMethod fulltext_linktorsrc
Discipline Psychology
EISSN 1664-1078
ExternalDocumentID oai_doaj_org_article_9626aff339494013a51446bcd498082a
10.3389/fpsyg.2021.785815
PMC8692264
34956009
10_3389_fpsyg_2021_785815
Genre Journal Article
GrantInformation_xml – fundername: Taiwan Ministry of Science and Technology
  grantid: MOST107-2923-S002-001-MY3; MOST106-2410-H-002\u2013093-MY2
GroupedDBID 53G
5VS
9T4
AAFWJ
AAKDD
AAYXX
ABIVO
ACGFO
ACGFS
ACHQT
ADBBV
ADRAZ
AEGXH
AFPKN
AIAGR
ALMA_UNASSIGNED_HOLDINGS
AOIJS
BAWUL
BCNDV
CITATION
DIK
EBS
EJD
EMOBN
F5P
GROUPED_DOAJ
GX1
HYE
KQ8
M48
M~E
O5R
O5S
OK1
P2P
PGMZT
RNS
RPM
ACXDI
IAO
ICO
IEA
IHR
IHW
IPNFZ
IPY
NPM
RIG
7X8
5PM
ADTOC
UNPAY
ID FETCH-LOGICAL-c465t-c9a87e67803b18847f01dd492ba58af2cdbafdc57bcd3faf246a16e68bc2fe8f3
IEDL.DBID UNPAY
ISSN 1664-1078
IngestDate Fri Oct 03 12:47:56 EDT 2025
Sun Oct 26 04:16:49 EDT 2025
Thu Aug 21 14:10:33 EDT 2025
Thu Sep 04 18:56:23 EDT 2025
Thu Jan 02 22:55:18 EST 2025
Thu Apr 24 23:04:44 EDT 2025
Wed Oct 01 01:30:27 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Keywords chatbot
human-robot interaction
older users
literacy education
error handling strategies
voice user interfaces
Language English
License Copyright © 2021 Lin, Chen and Yueh.
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
cc-by
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c465t-c9a87e67803b18847f01dd492ba58af2cdbafdc57bcd3faf246a16e68bc2fe8f3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
This article was submitted to Human-Media Interaction, a section of the journal Frontiers in Psychology
Edited by: Elvira Popescu, University of Craiova, Romania
Reviewed by: Jason Bernard, McMaster University, Canada; Sonia Adelé, Université Gustave Eiffel, France
OpenAccessLink https://proxy.k.utb.cz/login?url=https://www.frontiersin.org/articles/10.3389/fpsyg.2021.785815/pdf
PMID 34956009
PQID 2614760635
PQPubID 23479
ParticipantIDs doaj_primary_oai_doaj_org_article_9626aff339494013a51446bcd498082a
unpaywall_primary_10_3389_fpsyg_2021_785815
pubmedcentral_primary_oai_pubmedcentral_nih_gov_8692264
proquest_miscellaneous_2614760635
pubmed_primary_34956009
crossref_citationtrail_10_3389_fpsyg_2021_785815
crossref_primary_10_3389_fpsyg_2021_785815
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2021-12-08
PublicationDateYYYYMMDD 2021-12-08
PublicationDate_xml – month: 12
  year: 2021
  text: 2021-12-08
  day: 08
PublicationDecade 2020
PublicationPlace Switzerland
PublicationPlace_xml – name: Switzerland
PublicationTitle Frontiers in psychology
PublicationTitleAlternate Front Psychol
PublicationYear 2021
Publisher Frontiers Media S.A
Publisher_xml – name: Frontiers Media S.A
References Lee (ref11) 2015; 19
Subasi (ref26) 2011; 10
Ziman (ref32) 2018
Myers (ref15) 2018
Parker (ref20) 2019
Hajiheydari (ref8) 2018; 77
Lin (ref12) 2014; 65
Waldman (ref29) 2014
Schmitter-Edgecombe (ref25) 2000; 15
Clark (ref7) 1991
Yueh (ref31) 2020; 51
Bandura (ref4) 2006
Bohus (ref5) 2008
Lu (ref14) 2017; 8
Opfermann (ref16) 2017
Tariq (ref27) 2006; 14
Tatham (ref28) 2016
Klemmer (ref10) 2000
Baba (ref3) 2004; 87
Oulasvirta (ref17) 2006
Paek (ref19) 2008; 50
Aronson (ref2) 1966; 4
Hsiao (ref9) 2015; 33
Oviatt (ref18) 1998; 104
Rodin (ref23) 1986; 233
Lohse (ref13) 2011; 2
(ref1) 2017
Yankelovich (ref30) 1996; 3
Portet (ref21) 2013; 17
Salem (ref24) 2013; 5
Bulyko (ref6) 2005; 45
Pütten (ref22) 2018; 7
References_xml – volume: 10
  start-page: 391
  year: 2011
  ident: ref26
  article-title: Designing accessible experiences for older users: user requirement analysis for a railway ticketing portal
  publication-title: Univ. Access Inf. Soc.
  doi: 10.1007/s10209-011-0223-2
– volume: 19
  start-page: 7
  year: 2015
  ident: ref11
  article-title: Aging and speech understanding
  publication-title: J. Audiol. Otol.
  doi: 10.7874/jao.2015.19.1.7
– year: 2006
  ident: ref17
  article-title: The relationship between user errors and perceived usability of a spoken dialogue system
– volume: 3
  start-page: 32
  year: 1996
  ident: ref30
  article-title: How do users know what to say?
  publication-title: Interactions
  doi: 10.1145/242485.242500
– start-page: 127
  volume-title: Grounding in Communication Perspectives on Socially Shared Cognition.
  year: 1991
  ident: ref7
  doi: 10.1037/10096-006
– year: 2018
  ident: ref15
  article-title: Patterns for how users overcome obstacles in voice user interfaces
  doi: 10.1145/3173574.3173580
– volume: 4
  start-page: 227
  year: 1966
  ident: ref2
  article-title: The effect of a pratfall on increasing interpersonal attractiveness
  publication-title: Psychon. Sci.
  doi: 10.3758/BF03342263
– volume: 8
  start-page: 1837
  year: 2017
  ident: ref14
  article-title: Development and evaluation of a cognitive training game for older people: A design-based approach
  publication-title: Front. Psychol.
  doi: 10.3389/fpsyg.2017.01837
– year: 2018
  ident: ref32
  article-title: Factors affecting seniors' perceptions of voice-enabled user interfaces
  doi: 10.1145/3170427.3188575
– volume: 77
  start-page: 22
  year: 2018
  ident: ref8
  article-title: Mobile application user behavior in the developing countries: A survey in Iran
  publication-title: Inf. Syst.
  doi: 10.1016/j.is.2018.05.004
– volume: 17
  start-page: 127
  year: 2013
  ident: ref21
  article-title: Design and evaluation of a smart home voice interface for the elderly: acceptability and objection aspects
  publication-title: Pers. Ubiquit. Comput.
  doi: 10.1007/s00779-011-0470-5
– volume: 5
  start-page: 313
  year: 2013
  ident: ref24
  article-title: To err is human (−like): effects of robot gesture on perceived anthropomorphism and likability
  publication-title: Int. J. Soc. Robot.
  doi: 10.1007/s12369-013-0196-9
– volume: 14
  start-page: 900
  year: 2006
  ident: ref27
  article-title: Comparison of the Saint Louis university mental status examination and the mini-mental state examination for detecting dementia and mild neurocognitive disorder—a pilot study
  publication-title: Am. J. Geriatr. Psychiatry
  doi: 10.1097/01.JGP.0000221510.33817.86
– year: 2006
  ident: ref4
  article-title: Guide for constructing self-efficacy scales
– volume: 87
  start-page: 49
  year: 2004
  ident: ref3
  article-title: Acoustic models of the elderly for large-vocabulary continuous speech recognition
  publication-title: Elec. Comm.
  doi: 10.1002/ecjb.20101
– volume: 7
  start-page: 1
  year: 2018
  ident: ref22
  article-title: Development and validation of the self-efficacy in human-robot-interaction scale (SE-HRI)
  publication-title: ACM Trans. Hum. Robot Int.
  doi: 10.1145/3139352
– volume: 45
  start-page: 271
  year: 2005
  ident: ref6
  article-title: Error-correction detection and response generation in a spoken dialogue system
  publication-title: Speech Comm.
  doi: 10.1016/j.specom.2004.09.009
– volume: 2
  start-page: 35
  year: 2011
  ident: ref13
  article-title: The role of expectations and situations in human-robot interaction
  publication-title: New Front. Hum. Robot Int.
  doi: 10.1075/ais.2.04loh
– year: 2014
  ident: ref29
  article-title: Coming soon to the library: humanoid robots
– year: 2016
  ident: ref28
  article-title: First of its kind' humanoid robot joins library staff in North Queensland
– volume: 65
  start-page: 290
  year: 2014
  ident: ref12
  article-title: Developing a service robot for a children's library: A design-based research approach
  publication-title: J. Assoc. Inf. Sci. Technol.
  doi: 10.1002/asi.22975
– volume: 233
  start-page: 1271
  year: 1986
  ident: ref23
  article-title: Aging and health: effects of the sense of control
  publication-title: Science
  doi: 10.1126/science.3749877
– volume-title: Guidelines for Library Services with 60+ Audience: Best Practices.
  year: 2017
  ident: ref1
– volume-title: Snowball Sampling. SAGE Research Methods Foundations.
  year: 2019
  ident: ref20
– volume: 51
  start-page: 1884
  year: 2020
  ident: ref31
  article-title: Reading with robot and human companions in library literacy activities: A comparison study
  publication-title: Br. J. Educ. Technol.
  doi: 10.1111/bjet.13016
– volume: 15
  start-page: 479
  year: 2000
  ident: ref25
  article-title: Aging and word-finding: A comparison of spontaneous and constrained naming tests
  publication-title: Arch. Clin. Neuropsychol.
– volume: 50
  start-page: 716
  year: 2008
  ident: ref19
  article-title: Automating spoken dialogue management design using machine learning: An industry perspective
  publication-title: Speech Comm.
  doi: 10.1016/j.specom.2008.03.010
– volume: 33
  start-page: 114
  year: 2015
  ident: ref9
  article-title: Investigating factors affecting the acceptance of self-service technology in libraries: The moderating effect of gender
  publication-title: Library Hi Tech.
  doi: 10.1108/LHT-09-2014-0087
– start-page: 1
  year: 2000
  ident: ref10
  article-title: Suede: a wizard of oz prototyping tool for speech user interfaces
– year: 2017
  ident: ref16
  article-title: Reprompts as error handling strategy in human-agent-dialog? User responses to a system's display of non-understanding
  doi: 10.1109/ROMAN.2017.8172319
– start-page: 123
  volume-title: Recent Trends in Discourse and Dialogue.
  year: 2008
  ident: ref5
  article-title: Sorry, I didn’t catch that!
  doi: 10.1007/978-1-4020-6821-8_6
– volume: 104
  start-page: 3080
  year: 1998
  ident: ref18
  article-title: Modeling global and focal hyperarticulation during human–computer error resolution
  publication-title: J. Acoust. Soc. Am.
  doi: 10.1121/1.423888
SSID ssj0000402002
Score 2.394072
Snippet To support older users’ accessibility and learning of the prevalent information and communication technologies (ICTs), libraries, as informal learning...
To support older users' accessibility and learning of the prevalent information and communication technologies (ICTs), libraries, as informal learning...
SourceID doaj
unpaywall
pubmedcentral
proquest
pubmed
crossref
SourceType Open Website
Open Access Repository
Aggregation Database
Index Database
Enrichment Source
StartPage 785815
SubjectTerms chatbot
error handling strategies
human-robot interaction
literacy education
older users
Psychology
voice user interfaces
SummonAdditionalLinks – databaseName: DOAJ Directory of Open Access Journals
  dbid: DOA
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV3LbtQwFLWqbugGAS2Q8pCRugKF5uE49hJKRyMW7aYjurP87Iw0SkYzGaHZ8ReI3-NLuLYz0YyK6Iat48SJ703uOY7vuQidAWgzOVUyVTXNUqJzksqKqpSXzlqaudKooPZ5RccT8vW2ut0p9eX3hEV54Dhx5xwQt3SuLDnhngvIyjMYpQ3hDMJXgEYZ4ztkKnyDPS3KivgbE1gYP3eL1eYO-GCRf6xZxXwZ3J1AFPT6_wYy7--VfLRuFnLzXc7nO4Fo9AQ97hEk_hTv_Ck6sM0zdDR8yDbH6GfYB4C_9LVPOny5XLZLPPaCCv7AVpHWrnDX4pHUUanb4mtfshtPfALm7x-_cFgtjIkP-Nusm-KLqexU263wrMG9MOsd7hOaQi8YAe-lnOBh6R5GO0GT0eXNxTjtCzCkmtCqSzWXrLYQzrJS5QzimMtyAxNfKFkx6QptlHRGVzWYo3TQQKjMqaVM6cJZ5srn6LBpG_sSYaqVpQAtAU0YYrjmGqAHK5SVsq6M0gnKttYQulcn90Uy5gJYijegCAYU3oAiGjBB74dTFlGa41-dP3sTDx29qnZoAF8Tva-Jh3wtQe-2DiLgLfS_VmRj2_VKAA8l4OyA3hL0IjrMMFQZOGjGE1TvudLevewfaWbToPTNKPeJzgn6MDjdw496-j8e9RU68pcMG3fYa3TYLdf2DcCvTr0Nb9offE4yJA
  priority: 102
  providerName: Directory of Open Access Journals
– databaseName: Scholars Portal Journals: Open Access
  dbid: M48
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1Lj9MwELZWy4G9IN4EWGQkTqAseTiOfVitYNmqQgIuVOwt8rOtVCXdJBX0xr9A-_f4JYydNCKiggvXxKnjzkzm-xLPNwi9ANCmYypFKHMahUTFJBQZlSFPrTE0sqmWXu3zI53OyPvL7PIA7dpb9X9gs5fauX5Ss3p18u1qewYBf-oYJ-Tb13bdbOdA9ZL4JGcZcyXnNyBRcdfJ4UOP9v2D2XGlKOm-be6_cpSdvIj_PuT55wbKm5tyLbZfxWr1W3aa3Ea3eliJ33R-cAcdmPIuOhqebtt76IffHIDf9Q1RWnxR11WNp05lwZ3YydSaBrcVngjVyXcb_Mn18cYzV5X58_s19q8Qu2oI_GXZLvD5QrSyahu8LHGv1jrHfZWTHwUz4FEdCh7e58Ns99FscvH5fBr2XRlCRWjWhooLlhvIcVEqYwbJzUax1oQnUmRM2ERpKaxWWS6VTi0cIFTE1FAmVWINs-kDdFhWpXmEMFXSUMCbADE00VxxBXiEJdIIkWdaqgBFO2sUqpcsd50zVgVQF2fAwhuwcAYsOgMG6OVwybrT6_jb4LfOxMNAJ7XtD1T1vOgjt-BA-YS1acoJd2RUZI5Cw-IIZ3CzIkDPdw5SQGi67y2iNNWmKYCcEogAgHQBetg5zDBV6olpxAOUj1xpdC_jM-Vy4eW_GeWu-jlArwan-_dSH_-PpT5BR-4n_W4e9hQdtvXGHAMma-UzH2m_AOhbO0Q
  priority: 102
  providerName: Scholars Portal
Title Using Different Error Handling Strategies to Facilitate Older Users’ Interaction With Chatbots in Learning Information and Communication Technologies
URI https://www.ncbi.nlm.nih.gov/pubmed/34956009
https://www.proquest.com/docview/2614760635
https://pubmed.ncbi.nlm.nih.gov/PMC8692264
https://www.frontiersin.org/articles/10.3389/fpsyg.2021.785815/pdf
https://doaj.org/article/9626aff339494013a51446bcd498082a
UnpaywallVersion publishedVersion
Volume 12
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVAFT
  databaseName: Open Access Digital Library
  customDbUrl:
  eissn: 1664-1078
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000402002
  issn: 1664-1078
  databaseCode: KQ8
  dateStart: 20100101
  isFulltext: true
  titleUrlDefault: http://grweb.coalliance.org/oadl/oadl.html
  providerName: Colorado Alliance of Research Libraries
– providerCode: PRVAON
  databaseName: DOAJ Directory of Open Access Journals
  customDbUrl:
  eissn: 1664-1078
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000402002
  issn: 1664-1078
  databaseCode: DOA
  dateStart: 20100101
  isFulltext: true
  titleUrlDefault: https://www.doaj.org/
  providerName: Directory of Open Access Journals
– providerCode: PRVBFR
  databaseName: Free Medical Journals
  customDbUrl:
  eissn: 1664-1078
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000402002
  issn: 1664-1078
  databaseCode: DIK
  dateStart: 20100101
  isFulltext: true
  titleUrlDefault: http://www.freemedicaljournals.com
  providerName: Flying Publisher
– providerCode: PRVFQY
  databaseName: GFMER Free Medical Journals
  customDbUrl:
  eissn: 1664-1078
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000402002
  issn: 1664-1078
  databaseCode: GX1
  dateStart: 0
  isFulltext: true
  titleUrlDefault: http://www.gfmer.ch/Medical_journals/Free_medical.php
  providerName: Geneva Foundation for Medical Education and Research
– providerCode: PRVHPJ
  databaseName: ROAD: Directory of Open Access Scholarly Resources
  customDbUrl:
  eissn: 1664-1078
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000402002
  issn: 1664-1078
  databaseCode: M~E
  dateStart: 20100101
  isFulltext: true
  titleUrlDefault: https://road.issn.org
  providerName: ISSN International Centre
– providerCode: PRVAQN
  databaseName: PubMed Central
  customDbUrl:
  eissn: 1664-1078
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000402002
  issn: 1664-1078
  databaseCode: RPM
  dateStart: 20100101
  isFulltext: true
  titleUrlDefault: https://www.ncbi.nlm.nih.gov/pmc/
  providerName: National Library of Medicine
– providerCode: PRVFZP
  databaseName: Scholars Portal Journals: Open Access
  customDbUrl:
  eissn: 1664-1078
  dateEnd: 20250131
  omitProxy: true
  ssIdentifier: ssj0000402002
  issn: 1664-1078
  databaseCode: M48
  dateStart: 20101201
  isFulltext: true
  titleUrlDefault: http://journals.scholarsportal.info
  providerName: Scholars Portal
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3LjtMwFLWgs2A2vB_hMTISK1A6SWM79nIYpqqQGFhQMawiP6cVVVK1qVBZ8ReI3-NLuHbSaAIjEGJTqYktx_Z1fE5877kIPQPQZlKmZKxylsREpySWlKlYZM5alrjMqKD2ecomU_L6jJ5diIXxbpXOh-77RNDzslEKbl3E_AoHRiUO3XK9PQduN0qHOac8pYdL466iPUYBjw_Q3vT03dFHz7QYI_CeyXlznHl53d6GFHT7LwObv_tMXtuUS7n9LBeLCxvS-AbSu640fiifhptaDfWXX1Qe_6-vN9H1Fq_io6bCLXTFlrfRfvfa3N5B34LXAX7VZlqp8clqVa3wxMs3-Bs7_Vu7xnWFx1I3uuAWv_UJwvHUh3v--Podh2-TTZgF_jCvZ_h4JmtV1Ws8L3ErA3uO2_CpUApawL0AF9wdFEBrd9F0fPL-eBK36R5iTRitYy0kzy1snkmmUg67pktSY4gYKUm5dCNtlHRG01xpkzm4QJhMmWVc6ZGz3GX30KCsSvsAYaaVZQBkAbsYYoQWGoAOHykrZU6N0hFKdnNe6FYL3afkWBTAifywF2HYCz_sRTPsEXreVVk2QiB_KvzSG1JX0Gt4hwswxUU7xYUALimdyzJBhGe5knpuDp0jgsPDygg93ZlhAWveH-TI0labdQGsl8DSAqwYofuNWXZNZYHxJiJCec9ge8_Sv1POZ0FXnDPhw6oj9KIz7b939eE_lX6E9v2_4A_EH6NBvdrYJ4DqanUQvobA7xvCD9ol_BPd5FPd
linkProvider Unpaywall
linkToUnpaywall http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3LjtMwFLWgs2A2vB_hJSOxAqWTh-3Yy2GYqmIxsKBiWEV-TiuqpGpTjTor_gLxe3wJ104aTWEEQiyT2HJsX8fnxPeei9BLAG0mZUrGqmBJTHRKYkmZikXurGWJy40Kap8nbDwh707p6aVYGO9W6Xzovk8EPatapeDORcyvcGBU4sAtVpsz4HZZOiw45Sk9WBh3He0xCnh8gPYmJx8OP3umxRiB70zB2-PMq-vubEhBt_8qsPm7z-SNdbWQm3M5n1_akEa3kN52pfVD-TJcN2qoL35Refy_vt5GNzu8ig_bCnfQNVvdRfv9Z3NzD30LXgf4bZdppcHHy2W9xGMv3-AfbPVv7Qo3NR5J3eqCW_zeJwjHEx_u-ePrdxz-TbZhFvjTrJnio6lsVN2s8KzCnQzsGe7Cp0IpaAHvBLjg_qAAWruPJqPjj0fjuEv3EGvCaBNrIXlhYfNMcpVy2DVdkhpDRKYk5dJl2ijpjKaF0iZ3cIMwmTLLuNKZs9zlD9Cgqiv7CGGmlWUAZAG7GGKEFhqADs-UlbKgRukIJds5L3Wnhe5TcsxL4ER-2Msw7KUf9rId9gi96qssWiGQPxV-4w2pL-g1vMMNmOKym-JSAJeUzuW5IMKzXEk9N4fOEcHhZWWEXmzNsIQ17w9yZGXr9aoE1ktgaQFWjNDD1iz7pvLAeBMRoWLHYHfeZfdJNZsGXXHOhA-rjtDr3rT_3tXH_1T6Cdr3V8EfiD9Fg2a5ts8A1TXqebdsfwIAZ1IO
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=Using+Different+Error+Handling+Strategies+to+Facilitate+Older+Users%E2%80%99+Interaction+With+Chatbots+in+Learning+Information+and+Communication+Technologies&rft.jtitle=Frontiers+in+psychology&rft.au=Weijane+Lin&rft.au=Hong-Chun+Chen&rft.au=Hsiu-Ping+Yueh&rft.date=2021-12-08&rft.pub=Frontiers+Media+S.A&rft.eissn=1664-1078&rft.volume=12&rft_id=info:doi/10.3389%2Ffpsyg.2021.785815&rft.externalDBID=DOA&rft.externalDocID=oai_doaj_org_article_9626aff339494013a51446bcd498082a
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1664-1078&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1664-1078&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1664-1078&client=summon