Human–computer interaction tools with gameful design for critical thinking the media ecosystem: a classification framework
In response to the ever-increasing spread of online disinformation and misinformation, several human–computer interaction tools to enhance data literacy have been developed. Among them, many employ elements of gamification to increase user engagement and reach out to a broader audience. However, the...
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| Published in: | AI & society Vol. 39; no. 3; pp. 1317 - 1329 |
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| Main Authors: | , , |
| Format: | Journal Article |
| Language: | English |
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Springer London
01.06.2024
Springer Nature B.V |
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| ISSN: | 0951-5666, 1435-5655 |
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| Abstract | In response to the ever-increasing spread of online disinformation and misinformation, several human–computer interaction tools to enhance data literacy have been developed. Among them, many employ elements of gamification to increase user engagement and reach out to a broader audience. However, there are no systematic criteria to analyze their relevance and impact for building fake news resilience, partly due to the lack of a common understanding of data literacy. In this paper we put forward an operationalizable definition of data literacy as a form of multidimensional critical thinking. We then survey 22 existing tools and classify them according to a framework of 10 criteria pointing to their gameful design and educational features. Through a comparative/contrastive analysis informed by a focus group, we provide a principled set of guidelines to develop more efficient human–computer interaction tools to teach how to critically think in the current media ecosystem. |
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| AbstractList | In response to the ever-increasing spread of online disinformation and misinformation, several human–computer interaction tools to enhance data literacy have been developed. Among them, many employ elements of gamification to increase user engagement and reach out to a broader audience. However, there are no systematic criteria to analyze their relevance and impact for building fake news resilience, partly due to the lack of a common understanding of data literacy. In this paper we put forward an operationalizable definition of data literacy as a form of multidimensional critical thinking. We then survey 22 existing tools and classify them according to a framework of 10 criteria pointing to their gameful design and educational features. Through a comparative/contrastive analysis informed by a focus group, we provide a principled set of guidelines to develop more efficient human–computer interaction tools to teach how to critically think in the current media ecosystem. In response to the ever-increasing spread of online disinformation and misinformation, several human-computer interaction tools to enhance data literacy have been developed. Among them, many employ elements of gamification to increase user engagement and reach out to a broader audience. However, there are no systematic criteria to analyze their relevance and impact for building fake news resilience, partly due to the lack of a common understanding of data literacy. In this paper we put forward an operationalizable definition of data literacy as a form of multidimensional critical thinking. We then survey 22 existing tools and classify them according to a framework of 10 criteria pointing to their gameful design and educational features. Through a comparative/contrastive analysis informed by a focus group, we provide a principled set of guidelines to develop more efficient human-computer interaction tools to teach how to critically think in the current media ecosystem.In response to the ever-increasing spread of online disinformation and misinformation, several human-computer interaction tools to enhance data literacy have been developed. Among them, many employ elements of gamification to increase user engagement and reach out to a broader audience. However, there are no systematic criteria to analyze their relevance and impact for building fake news resilience, partly due to the lack of a common understanding of data literacy. In this paper we put forward an operationalizable definition of data literacy as a form of multidimensional critical thinking. We then survey 22 existing tools and classify them according to a framework of 10 criteria pointing to their gameful design and educational features. Through a comparative/contrastive analysis informed by a focus group, we provide a principled set of guidelines to develop more efficient human-computer interaction tools to teach how to critically think in the current media ecosystem. |
| Author | Musi, Elena Federico, Lorenzo Riotta, Gianni |
| Author_xml | – sequence: 1 givenname: Elena orcidid: 0000-0003-2431-455X surname: Musi fullname: Musi, Elena email: elena.musi@liverpool.ac.uk organization: Department of Communication and Media, University of Liverpool – sequence: 2 givenname: Lorenzo surname: Federico fullname: Federico, Lorenzo organization: Datalab, University Luiss Guido Carli – sequence: 3 givenname: Gianni surname: Riotta fullname: Riotta, Gianni organization: Datalab, University Luiss Guido Carli |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/36339374$$D View this record in MEDLINE/PubMed |
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| Cites_doi | 10.1177/20539517211013868 10.1007/978-3-030-61841-4_15 10.3390/educsci9020155 10.1037/0012-1649.43.4.1038 10.1145/3449080 10.3102/0034654314551063 10.1111/j.1468-2885.2000.tb00194.x 10.1145/3397189 10.14763/2020.2.1481 10.1007/s10503-017-9441-y 10.7551/mitpress/9512.001.0001 10.5840/teachphil200427213 10.1371/journal.pone.0175799 10.1177/1555343420926287 10.1080/17439880601022023 10.1016/j.ijhcs.2020.102537 10.1111/spc3.12602 10.1057/s41599-019-0279-9 10.1177/0163443710393382 10.14236/ewic/HCI2017.86 10.24963/ijcai.2019/944 10.6092/unibo/amsacta/6848 10.1145/3290607.3299046 10.31234/osf.io/48zqn 10.37016/mr-2020-47 |
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| Keywords | Fake news Data literacy Critical thinking Human–computer interaction |
| Language | English |
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| References | Abrami, Bernard, Borokhovski, Waddington, Wade, Persson (CR1) 2015; 85 Micallef, Avram, Menczer, Patil (CR28) 2021; 5 CR38 Twardy (CR39) 2004; 27 CR37 CR36 CR33 CR32 CR30 Basol, Roozenbeek, Berriche, Uenal, McClanahan, Linden (CR4) 2021; 8 Chou (CR8) 2019 CR2 CR3 CR6 CR5 Cook, Lewandowsky, Ecker (CR11) 2017; 12 Compton, van der Linden, Cook, Basol (CR10) 2021 CR49 CR48 CR47 CR46 CR45 Carmi, Yates, Lockley, Pawluczuk (CR7) 2020; 9 CR44 Luo (CR25) 2021; 1 Meyer (CR27) 2000; 10 CR43 Csikszentmihalyi, Csikszentmihalyi (CR13) 1990 Van der Linden, Roozenbeek, Greifeneder (CR40) 2021 McGonigal (CR26) 2001 Goffmann (CR17) 1959 CR19 Van Gelder, Kruger, Thomman, de Rozario, Silver, Saletta, Barnett, Sinnott, Jayaputera, Burgman (CR41) 2020; 14 CR18 Musi, Aakhus (CR31) 2018; 32 CR16 Visser, Lawrence, Reed (CR42) 2020; 63 CR59 De Liddo, Souto, Plüss (CR14) 2021; 145 CR58 CR57 CR56 CR55 CR54 CR53 Dormann, Biddle (CR15) 2006; 31 Plug, Wagemans, van der Geest, Jansen, van Klink (CR34) 2020 CR52 CR51 CR50 Csikszentmihalyi (CR12) 1993 Konijn, Nije Bijvank, Bushman (CR22) 2007; 43 Roozenbeek, van der Linden (CR35) 2019 Lowgren, Reimer (CR24) 2013 Clever, Assenmacher, Müller, Seiler, Riehle, Preuss, Grimme (CR9) 2020 CR29 CR23 CR64 CR63 CR62 CR61 Katsaounidou, Vrysis, Kotsakis, Dimoulas, Veglis (CR20) 2019; 9 CR60 Koltay (CR21) 2011; 33 1583_CR18 1583_CR19 1583_CR16 1583_CR38 E Goffmann (1583_CR17) 1959 1583_CR36 1583_CR37 1583_CR5 1583_CR6 L Clever (1583_CR9) 2020 PC Abrami (1583_CR1) 2015; 85 1583_CR3 M Basol (1583_CR4) 2021; 8 1583_CR2 J McGonigal (1583_CR26) 2001 J Compton (1583_CR10) 2021 A Katsaounidou (1583_CR20) 2019; 9 EA Konijn (1583_CR22) 2007; 43 T Van Gelder (1583_CR41) 2020; 14 JC Meyer (1583_CR27) 2000; 10 Z Luo (1583_CR25) 2021; 1 1583_CR32 1583_CR33 1583_CR30 M Csikszentmihalyi (1583_CR13) 1990 J Lowgren (1583_CR24) 2013 1583_CR29 J Visser (1583_CR42) 2020; 63 N Micallef (1583_CR28) 2021; 5 J Cook (1583_CR11) 2017; 12 J Roozenbeek (1583_CR35) 2019 1583_CR23 E Carmi (1583_CR7) 2020; 9 C Twardy (1583_CR39) 2004; 27 T Koltay (1583_CR21) 2011; 33 S Van der Linden (1583_CR40) 2021 A De Liddo (1583_CR14) 2021; 145 C Dormann (1583_CR15) 2006; 31 YK Chou (1583_CR8) 2019 M Csikszentmihalyi (1583_CR12) 1993 HJ Plug (1583_CR34) 2020 E Musi (1583_CR31) 2018; 32 |
| References_xml | – year: 2001 ident: CR26 publication-title: Reality is broken: Why games make us better and how they can change the world – ident: CR45 – volume: 8 start-page: 20539517211013868 issue: 1 year: 2021 ident: CR4 article-title: Towards psychological herd immunity: cross-cultural evidence for two prebunking interventions against COVID-19 misinformation publication-title: Big Data Soc doi: 10.1177/20539517211013868 – start-page: 218 year: 2020 end-page: 232 ident: CR9 article-title: FakeYou!—a gamified approach for building and evaluating resilience against fake news publication-title: Multidisciplinary international symposium on disinformation in open online media doi: 10.1007/978-3-030-61841-4_15 – ident: CR49 – year: 2019 ident: CR8 publication-title: Actionable gamification: beyond points, badges, and leaderboards – ident: CR16 – year: 1990 ident: CR13 publication-title: Flow: the psychology of optimal experience – ident: CR51 – ident: CR29 – ident: CR54 – ident: CR61 – year: 1993 ident: CR12 publication-title: The evolving self: a psychology for the third millennium – ident: CR58 – ident: CR46 – ident: CR19 – ident: CR50 – start-page: 236 year: 2020 end-page: 252 ident: CR34 article-title: From fact-checking to rhetoric-checking: extending methods for evaluating populist discourse publication-title: Vox populi: rhetoric of populism – volume: 9 start-page: 155 year: 2019 ident: CR20 article-title: MAthE the game: a serious game for education and training in news verification publication-title: Educ Sci doi: 10.3390/educsci9020155 – volume: 43 start-page: 1038 issue: 4 year: 2007 ident: CR22 article-title: I wish I were a warrior: the role of wishful identification in the effects of violent video games on aggression in adolescent boys publication-title: Dev Psychol doi: 10.1037/0012-1649.43.4.1038 – ident: CR57 – volume: 5 start-page: 1 year: 2021 end-page: 27 ident: CR28 article-title: Fakey: a game intervention to improve news literacy on social media publication-title: Proc ACM Hum-Comput Interact doi: 10.1145/3449080 – ident: CR32 – volume: 85 start-page: 275 issue: 2 year: 2015 end-page: 314 ident: CR1 article-title: Strategies for teaching students to think critically: a meta-analysis publication-title: Rev Educ Res doi: 10.3102/0034654314551063 – ident: CR60 – ident: CR36 – ident: CR5 – volume: 10 start-page: 310 issue: 3 year: 2000 end-page: 331 ident: CR27 article-title: Humor as a double-edged sword: four functions of humor in communication publication-title: Commun Theory doi: 10.1111/j.1468-2885.2000.tb00194.x – volume: 63 start-page: 38 issue: 11 year: 2020 end-page: 40 ident: CR42 article-title: Reason-checking fake news publication-title: Commun ACM doi: 10.1145/3397189 – volume: 9 start-page: 1 issue: 2 year: 2020 end-page: 22 ident: CR7 article-title: Data citizenship: rethinking data literacy in the age of disinformation, misinformation, and malinformation publication-title: Internet Policy Rev doi: 10.14763/2020.2.1481 – ident: CR64 – volume: 32 start-page: 397 issue: 3 year: 2018 end-page: 430 ident: CR31 article-title: Discovering argumentative patterns in energy polylogues: a macroscope for argument mining publication-title: Argumentation doi: 10.1007/s10503-017-9441-y – year: 2013 ident: CR24 publication-title: Collaborative media: production, consumption, and design interventions doi: 10.7551/mitpress/9512.001.0001 – ident: CR18 – volume: 1 start-page: 1 year: 2021 end-page: 25 ident: CR25 article-title: Gamification for educational purposes: What are the factors contributing to varied effectiveness? publication-title: Educ Inf Technol – ident: CR43 – ident: CR47 – volume: 27 start-page: 95 issue: 2 year: 2004 end-page: 116 ident: CR39 article-title: Argument maps improve critical thinking publication-title: Teach Philos doi: 10.5840/teachphil200427213 – ident: CR2 – ident: CR37 – ident: CR53 – ident: CR30 – volume: 12 issue: 5 year: 2017 ident: CR11 article-title: Neutralizing misinformation through inoculation: exposing misleading argumentation techniques reduces their influence publication-title: PLoS One doi: 10.1371/journal.pone.0175799 – ident: CR33 – start-page: 147 year: 2021 end-page: 169 ident: CR40 article-title: Psychological inoculation against fake news publication-title: The psychology of fake news: accepting, sharing, and correcting misinformation – ident: CR6 – ident: CR56 – volume: 14 start-page: 195 issue: 3 year: 2020 end-page: 217 ident: CR41 article-title: Improving analytic reasoning via crowdsourcing and structured analytic techniques publication-title: J Cogn Eng Decision Making doi: 10.1177/1555343420926287 – ident: CR63 – ident: CR23 – ident: CR44 – ident: CR48 – volume: 31 start-page: 411 issue: 4 year: 2006 end-page: 424 ident: CR15 article-title: Humour in game-based learning publication-title: Learn Media Technol doi: 10.1080/17439880601022023 – volume: 145 start-page: 1 year: 2021 end-page: 18 ident: CR14 article-title: Let's replay the political debate: hypervideo technology for visual sensemaking of televised election debates publication-title: Int J Hum Comput Stud doi: 10.1016/j.ijhcs.2020.102537 – ident: CR3 – ident: CR38 – ident: CR52 – year: 2021 ident: CR10 article-title: Inoculation theory in the post-truth era: extant findings and new frontiers for contested science, misinformation, and conspiracy theories publication-title: Soc Personal Psychol Compass doi: 10.1111/spc3.12602 – year: 2019 ident: CR35 article-title: Fake news game confers psychological resistance against online misinformation publication-title: Palgrave Commun doi: 10.1057/s41599-019-0279-9 – ident: CR55 – volume: 33 start-page: 211 issue: 2 year: 2011 end-page: 221 ident: CR21 article-title: The media and the literacies: Media literacy, information literacy, digital literacy publication-title: Media Cult Soc doi: 10.1177/0163443710393382 – ident: CR59 – ident: CR62 – year: 1959 ident: CR17 publication-title: The presentation of self in everyday life – volume-title: Flow: the psychology of optimal experience year: 1990 ident: 1583_CR13 – volume: 8 start-page: 205395172110138 issue: 1 year: 2021 ident: 1583_CR4 publication-title: Big Data Soc doi: 10.1177/20539517211013868 – volume: 9 start-page: 155 year: 2019 ident: 1583_CR20 publication-title: Educ Sci doi: 10.3390/educsci9020155 – volume: 85 start-page: 275 issue: 2 year: 2015 ident: 1583_CR1 publication-title: Rev Educ Res doi: 10.3102/0034654314551063 – ident: 1583_CR2 doi: 10.14236/ewic/HCI2017.86 – volume: 1 start-page: 1 year: 2021 ident: 1583_CR25 publication-title: Educ Inf Technol – volume: 12 issue: 5 year: 2017 ident: 1583_CR11 publication-title: PLoS One doi: 10.1371/journal.pone.0175799 – ident: 1583_CR19 doi: 10.24963/ijcai.2019/944 – ident: 1583_CR23 – ident: 1583_CR3 – volume: 31 start-page: 411 issue: 4 year: 2006 ident: 1583_CR15 publication-title: Learn Media Technol doi: 10.1080/17439880601022023 – ident: 1583_CR33 – volume: 5 start-page: 1 year: 2021 ident: 1583_CR28 publication-title: Proc ACM Hum-Comput Interact doi: 10.1145/3449080 – volume: 33 start-page: 211 issue: 2 year: 2011 ident: 1583_CR21 publication-title: Media Cult Soc doi: 10.1177/0163443710393382 – volume: 43 start-page: 1038 issue: 4 year: 2007 ident: 1583_CR22 publication-title: Dev Psychol doi: 10.1037/0012-1649.43.4.1038 – volume-title: Collaborative media: production, consumption, and design interventions year: 2013 ident: 1583_CR24 doi: 10.7551/mitpress/9512.001.0001 – start-page: 236 volume-title: Vox populi: rhetoric of populism year: 2020 ident: 1583_CR34 – ident: 1583_CR16 – ident: 1583_CR37 – volume: 14 start-page: 195 issue: 3 year: 2020 ident: 1583_CR41 publication-title: J Cogn Eng Decision Making doi: 10.1177/1555343420926287 – volume-title: Reality is broken: Why games make us better and how they can change the world year: 2001 ident: 1583_CR26 – volume: 10 start-page: 310 issue: 3 year: 2000 ident: 1583_CR27 publication-title: Commun Theory doi: 10.1111/j.1468-2885.2000.tb00194.x – volume-title: The evolving self: a psychology for the third millennium year: 1993 ident: 1583_CR12 – volume: 27 start-page: 95 issue: 2 year: 2004 ident: 1583_CR39 publication-title: Teach Philos doi: 10.5840/teachphil200427213 – volume: 145 start-page: 1 year: 2021 ident: 1583_CR14 publication-title: Int J Hum Comput Stud doi: 10.1016/j.ijhcs.2020.102537 – year: 2019 ident: 1583_CR35 publication-title: Palgrave Commun doi: 10.1057/s41599-019-0279-9 – ident: 1583_CR5 doi: 10.6092/unibo/amsacta/6848 – volume-title: Actionable gamification: beyond points, badges, and leaderboards year: 2019 ident: 1583_CR8 – volume: 63 start-page: 38 issue: 11 year: 2020 ident: 1583_CR42 publication-title: Commun ACM doi: 10.1145/3397189 – year: 2021 ident: 1583_CR10 publication-title: Soc Personal Psychol Compass doi: 10.1111/spc3.12602 – ident: 1583_CR18 doi: 10.1145/3290607.3299046 – ident: 1583_CR32 – volume: 32 start-page: 397 issue: 3 year: 2018 ident: 1583_CR31 publication-title: Argumentation doi: 10.1007/s10503-017-9441-y – ident: 1583_CR29 – ident: 1583_CR38 doi: 10.31234/osf.io/48zqn – ident: 1583_CR36 doi: 10.37016/mr-2020-47 – start-page: 147 volume-title: The psychology of fake news: accepting, sharing, and correcting misinformation year: 2021 ident: 1583_CR40 – start-page: 218 volume-title: Multidisciplinary international symposium on disinformation in open online media year: 2020 ident: 1583_CR9 doi: 10.1007/978-3-030-61841-4_15 – ident: 1583_CR6 – volume: 9 start-page: 1 issue: 2 year: 2020 ident: 1583_CR7 publication-title: Internet Policy Rev doi: 10.14763/2020.2.1481 – volume-title: The presentation of self in everyday life year: 1959 ident: 1583_CR17 – ident: 1583_CR30 |
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| SubjectTerms | Artificial Intelligence Computer Science Control Criteria Critical thinking Digital media Digitization Engineering Economics False information Focus groups Gamification Information literacy Journalism Literacy Logistics Marketing Mechatronics Media literacy Methodology of the Social Sciences Open Forum Organization Performing Arts Robotics Social networks Society |
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