Design fit in gamified online programming learning environment
The strategy for designing online programming learning through a gamified learning environment and its effects on learning outcomes remains a subject of debate. Using Task-Technology Fit (TTF) theory, this study investigates the impact of design fit on learning programming that supports game charact...
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| Vydané v: | Learning and instruction Ročník 96; s. 102087 |
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| Hlavní autori: | , |
| Médium: | Journal Article |
| Jazyk: | English |
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Elsevier Ltd
01.04.2025
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| ISSN: | 0959-4752 |
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| Abstract | The strategy for designing online programming learning through a gamified learning environment and its effects on learning outcomes remains a subject of debate.
Using Task-Technology Fit (TTF) theory, this study investigates the impact of design fit on learning programming that supports game characteristics on learning outcomes.
The technique of component-based structural equation modeling was used to examine the research hypotheses.
Learning performance is influenced by cognitive load and student perception of TTF. Additionally, task complexity affects students' applicability of learning strategies and perceptions on TTF.
The research findings can be used as guidelines for developing gamified online programming learning platforms by considering the features of the learning contexts to enhance students’ learning outcomes.
•Attaining the fit of gamification design is critical to effective learning outcomes.•Task complexity and learning strategies are critical to design fit.•Task complexity indirectly affects design fit via learning strategies.•Cognitive load mediates the effect of TTF on learning performance.•Achieving design fit can enhance learning outcomes. |
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| AbstractList | The strategy for designing online programming learning through a gamified learning environment and its effects on learning outcomes remains a subject of debate.
Using Task-Technology Fit (TTF) theory, this study investigates the impact of design fit on learning programming that supports game characteristics on learning outcomes.
The technique of component-based structural equation modeling was used to examine the research hypotheses.
Learning performance is influenced by cognitive load and student perception of TTF. Additionally, task complexity affects students' applicability of learning strategies and perceptions on TTF.
The research findings can be used as guidelines for developing gamified online programming learning platforms by considering the features of the learning contexts to enhance students’ learning outcomes.
•Attaining the fit of gamification design is critical to effective learning outcomes.•Task complexity and learning strategies are critical to design fit.•Task complexity indirectly affects design fit via learning strategies.•Cognitive load mediates the effect of TTF on learning performance.•Achieving design fit can enhance learning outcomes. |
| ArticleNumber | 102087 |
| Author | Wang, Wei-Tsong Sari, Mega Kartika |
| Author_xml | – sequence: 1 givenname: Wei-Tsong orcidid: 0000-0002-1448-7433 surname: Wang fullname: Wang, Wei-Tsong email: wtwang@mail.ncku.edu.tw organization: Department of Industrial and Information Management, National Cheng Kung University, 1st University Road, Tainan, 701, Taiwan – sequence: 2 givenname: Mega Kartika orcidid: 0000-0002-9030-3253 surname: Sari fullname: Sari, Mega Kartika email: megakartika18@gmail.com organization: Institute Information Management, National Cheng Kung University, 1st University Road, Tainan, 701, Taiwan |
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| Cites_doi | 10.1016/j.iheduc.2015.04.007 10.1007/s10212-015-0276-3 10.1109/ACCESS.2020.2990420 10.3389/fpsyg.2023.1253549 10.1111/j.2044-8279.2011.02061.x 10.1177/0735633120952044 10.1007/s10209-022-00958-9 10.1080/01443410.2013.785067 10.1109/ACCESS.2020.2966179 10.1037/a0033546 10.1016/j.chb.2016.10.028 10.1080/03057267.2022.2057732 10.1177/07356331231187285 10.1080/09658211.2021.1882501 10.1002/cae.22630 10.1016/j.compedu.2008.10.002 10.1016/j.compedu.2018.02.002 10.1023/A:1022193728205 10.1007/s40593-018-0165-4 10.1080/0144929X.2016.1268647 10.1016/j.chb.2021.106963 10.3102/00346543231167795 10.1016/j.chb.2019.01.008 10.1108/OIR-11-2017-0340 10.1007/s10648-010-9128-5 10.15694/mep.2020.000118.1 10.1177/1046878118774385 10.1111/j.2517-6161.1974.tb00994.x 10.1007/BF02213420 10.1093/biomet/61.1.101 10.1016/j.compedu.2013.07.008 10.1016/j.ergon.2012.09.001 10.1080/02602938.2019.1667954 10.1007/s11423-020-09765-6 10.1016/j.edurev.2020.100322 10.1111/jcal.12300 10.1016/j.chb.2010.04.012 10.3390/su13137374 10.1016/j.chb.2011.11.011 10.1016/j.chb.2018.04.035 10.1007/s11409-016-9161-y 10.1007/s12528-018-9184-2 10.1037/0022-0663.82.1.33 10.1017/CBO9780511816819.003 10.1016/j.psicod.2020.07.001 10.1007/s10648-019-09498-w 10.1177/002224378101800104 10.3390/su13116275 10.1186/s41039-019-0121-4 10.1080/10494820.2019.1678487 10.1007/s11423-020-09794-1 10.1007/s10639-020-10134-2 10.1007/s11423-023-10222-3 10.1016/j.compedu.2020.103936 10.1007/s10639-022-11122-4 10.1207/s15516709cog1202_4 10.1016/j.chb.2010.01.013 10.1016/j.lindif.2019.04.007 10.3389/fpsyg.2021.759227 10.3389/feduc.2021.648319 10.1007/s11423-020-09807-z 10.1016/j.ijinfomgt.2022.102493 10.1177/0013164493053003024 10.1177/1046878102238607 10.1016/j.compedu.2020.103808 10.1007/s10639-021-10580-6 10.1016/j.chb.2014.07.018 10.1177/0735633119867422 10.1177/1932202X0902000402 10.1016/j.chb.2015.03.010 10.1016/j.chb.2018.09.032 10.1016/S0378-7206(00)00057-4 10.3102/0034654315582065 10.1207/s15326985ep2003_5 10.1016/j.compedu.2018.01.001 10.1016/j.compedu.2022.104518 10.1037/a0031311 10.1007/s10639-023-11856-9 10.1109/ACCESS.2020.3021944 10.1108/LHT-12-2021-0506 10.1016/j.compedu.2010.04.013 10.1080/10494820.2018.1541910 10.3390/ijerph17124465 10.1177/1046878117703749 10.2307/249689 10.1016/j.compedu.2018.01.011 10.1016/j.tele.2017.09.009 10.1007/s40692-015-0039-9 10.1016/j.compedu.2017.11.006 10.2307/258353 10.1080/0960085X.2020.1808540 |
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| Keywords | Gamified online programming learning Task-technology fit Learning performance Cognitive load Design fit |
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| References | Mohanarajah, Sritharan (bib62) 2022; 21 Sweller, Van Merrienboer, Paas (bib87) 1998; 10 Hwang, Yang, Wang (bib42) 2013; 69 Sun, Chen, Chu (bib83) 2018; 119 Yılmaz, Yurdugül (bib108) 2018; 30 Deterding, Dixon, Khaled, Nacke (bib25) 2011 Hair, Black, Babin (bib36) 2010 Garris, Ahlers, Driskell (bib31) 2002; 33 Alyoussef (bib5) 2021; 13 Skulmowski, Xu (bib80) 2021 Schnaubert, Schneider (bib76) 2022; 6 Schrader, Bastiaens (bib77) 2012; 28 Yang, Chang, Hwang, Zou (bib106) 2020; 148 Yang, Chen (bib107) 2021 Krath, Schürmann, von Korflesch (bib49) 2021; 125 Butt, Mahmood, Saleem, Rashid, Ikram (bib16) 2021; 12 Khan, Hameed, Yu, Islam, Sheikh, Khan (bib45) 2018; 35 Clark, Tanner-Smith, Killingsworth (bib23) 2016; 86 Elci, Abubakar (bib26) 2021; 26 Liu, Wang, Lee (bib56) 2021; 59 Arztmann, Hornstra, Jeuring, Kester (bib10) 2023; 59 Broadbent, Poon (bib15) 2015; 27 Kyewski, Krämer (bib50) 2018; 118 Wang, Sari (bib100) 2024; 61 Zhou, Lu, Wang (bib113) 2010; 26 Lo, Hew (bib57) 2020; 28 Artino, Stephens (bib9) 2009; 20 Idowu, Nat, Kissi (bib43) 2021; 43 Wang, Wei, Wang (bib101) 2023; 41 Wu, Tzeng, Huang (bib105) 2020; 68 Sweller (bib86) 2010; 22 Por, Ong, Ng, Din Eak (bib72) 2024 Taub, Azevedo, Bouchet, Khosravifar (bib89) 2014; 39 Oliveira, Hamari, Shi, Toda, Rodrigues, Palomino, Isotani (bib66) 2023; 28 Armstrong, Landers (bib8) 2017; 48 Greene, Costa, Robertson, Pan, Deekens (bib35) 2010; 55 Bai, Hew, Huang (bib12) 2020; 30 Atiomo (bib11) 2020; 9 Vogel, Hochberg, Hackstein, Bockshecker, Bastiaens, Baumöl (bib97) 2018 Hidayat, Pangaribuan, Putra, Irawan (bib37) 2021 Huang, Ritzhaupt, Sommer, Zhu, Stephen, Valle, Hampton, Li (bib41) 2020; 68 Liu, Li (bib53) 2012; 42 McKeachie, Pintrich, Lin (bib59) 1985; 20 Stone (bib81) 1974; 36 Pintrich, De Groot (bib70) 1990; 82 Zhang, Zhang, Zhang (bib112) 2021; 13 Kolikant (bib48) 2010; 26 Liu, Wang, Huang (bib54) 2023; 28 Yuce, Abubakar, Ilkan (bib109) 2019; 43 Amo, Liao, Kishore, Rao (bib6) 2020; 29 Chin (bib21) 1998; 295 Kim, Song (bib47) 2021 Reyes, Georgieva, Martínez-Gregorio, de los Santos, Galiana, Tomás (bib73) 2021; 26 Shen (bib79) 2018; 86 Mega, Ronconi, De Beni (bib60) 2014; 106 Wouters, van Nimwegen, van Oostendorp, van der Spek (bib102) 2013; 105 Geisser (bib32) 1974; 61 Huang, Luo, Yang, Lu, Chen (bib40) 2019; 58 Li, Ma, Shi (bib52) 2023; 14 Landers, Auer, Collmus, Armstrong (bib51) 2018; 49 Taub, Azevedo (bib88) 2019; 29 Al-Hafdi, Alhalafawy (bib1) 2024; 18 Barz, Benick, Dörrenbächer-Ulrich, Perels (bib13) 2024; 94 Choi, Cho (bib22) 2019; 91 Al-Maatouk, Othman, Aldraiweesh, Alturki, Al-Rahmi, Aljeraiwi (bib2) 2020; 8 Cheng, Chen, Chu, Chen (bib20) 2015; 2 Sweller (bib84) 1988; 12 Vanduhe, Nat, Hasan (bib95) 2020; 8 Schrader, Kalyuga (bib78) 2022 Vilhunen, Turkkila, Lavonen, Salmela-Aro, Juuti (bib96) 2022; 7 Fisher, Smiley, Grillo (bib29) 2022; 30 Campbell (bib17) 1988; 13 Goodhue, Thompson (bib34) 1995 Jeyaraj (bib44) 2022; 65 Sweller (bib85) 2005; 3 Wang, Fang, Miao (bib98) 2018; 34 van Woezik, Koksma, Reuzel, Jaarsma, van der Wilt (bib94) 2020; 45 Wu, Chen (bib103) 2017; 67 Strauss, Corbin (bib82) 1997 Alamri, Almaiah, Al-Rahmi (bib3) 2020; 8 Nadolny, Valai, Cherrez, Elrick, Lovett, Nowatzke (bib63) 2020; 156 Santos, Souza, Dayrell, Figueiredo (bib75) 2018 Bovermann, Bastiaens (bib14) 2020; 15 Chen, Law (bib18) 2016; 55 Papavlasopoulou, Giannakos, Jaccheri (bib69) 2019; 99 Topalli, Cagiltay (bib92) 2018; 120 McGill, Klobas (bib58) 2009; 52 Albus, Vogt, Seufert (bib4) 2021; 166 Kikas, Jõgi (bib46) 2016; 31 Hsu, Wang (bib39) 2018; 121 Zhan, He, Tong, Liang, Guo, Lan (bib110) 2022; 3 Elçi, Abubakar (bib27) 2021; 26 Costa (bib24) 2023; 31 Wang, Li, Huang, Lajoie (bib99) 2023 Neroni, Meijs, Gijselaers, Kirschner, de Groot (bib64) 2019; 73 Chen, Shih, Law (bib19) 2020; 68 Zhang, Jiang, Ordonez de Pablos, Lytras, Sun (bib111) 2017; 36 Ferriz-Valero, Østerlie, García Martínez, García-Jaén (bib28) 2020; 17 Tay, Goh, Safiena, Bound (bib90) 2022; 184 Wu, Lowyck, Sercu, Elen (bib104) 2013; 83 Liu, Wang, Kee, Koh, Lim, Chua (bib55) 2014; 34 Paas, Sweller (bib67) 2014 Paas, Van Merriënboer (bib68) 1994; 6 Goodhue, Klein, March (bib33) 2000; 38 Hsu (bib38) 2021; 29 Tock, Moxley (bib91) 2017; 12 Sailer, Homner (bib74) 2020; 32 Tsai, Lee, Cheng, Lin, Hung, Lin (bib93) 2024; 23 Nunnally (bib65) 1994 Fornell, Larcker (bib30) 1981; 18 Michailidis, Kapravelos, Tsiatsos (bib61) 2022; 30 Pintrich, Smith, Garcia, McKeachie (bib71) 1993; 53 Anthonysamy, Koo, Hew (bib7) 2020; 25 Alyoussef (10.1016/j.learninstruc.2025.102087_bib5) 2021; 13 Vanduhe (10.1016/j.learninstruc.2025.102087_bib95) 2020; 8 Skulmowski (10.1016/j.learninstruc.2025.102087_bib80) 2021 Zhou (10.1016/j.learninstruc.2025.102087_bib113) 2010; 26 Anthonysamy (10.1016/j.learninstruc.2025.102087_bib7) 2020; 25 Goodhue (10.1016/j.learninstruc.2025.102087_bib33) 2000; 38 Paas (10.1016/j.learninstruc.2025.102087_bib67) 2014 Tsai (10.1016/j.learninstruc.2025.102087_bib93) 2024; 23 Wu (10.1016/j.learninstruc.2025.102087_bib103) 2017; 67 Idowu (10.1016/j.learninstruc.2025.102087_bib43) 2021; 43 Elçi (10.1016/j.learninstruc.2025.102087_bib27) 2021; 26 Cheng (10.1016/j.learninstruc.2025.102087_bib20) 2015; 2 Liu (10.1016/j.learninstruc.2025.102087_bib56) 2021; 59 Yang (10.1016/j.learninstruc.2025.102087_bib106) 2020; 148 Reyes (10.1016/j.learninstruc.2025.102087_bib73) 2021; 26 Stone (10.1016/j.learninstruc.2025.102087_bib81) 1974; 36 Sweller (10.1016/j.learninstruc.2025.102087_bib86) 2010; 22 Wang (10.1016/j.learninstruc.2025.102087_bib100) 2024; 61 Mega (10.1016/j.learninstruc.2025.102087_bib60) 2014; 106 Yang (10.1016/j.learninstruc.2025.102087_bib107) 2021 Lo (10.1016/j.learninstruc.2025.102087_bib57) 2020; 28 Neroni (10.1016/j.learninstruc.2025.102087_bib64) 2019; 73 Geisser (10.1016/j.learninstruc.2025.102087_bib32) 1974; 61 Santos (10.1016/j.learninstruc.2025.102087_bib75) 2018 Campbell (10.1016/j.learninstruc.2025.102087_bib17) 1988; 13 Wu (10.1016/j.learninstruc.2025.102087_bib104) 2013; 83 Broadbent (10.1016/j.learninstruc.2025.102087_bib15) 2015; 27 Oliveira (10.1016/j.learninstruc.2025.102087_bib66) 2023; 28 Taub (10.1016/j.learninstruc.2025.102087_bib88) 2019; 29 Khan (10.1016/j.learninstruc.2025.102087_bib45) 2018; 35 Hair (10.1016/j.learninstruc.2025.102087_bib36) 2010 Yılmaz (10.1016/j.learninstruc.2025.102087_bib108) 2018; 30 Fisher (10.1016/j.learninstruc.2025.102087_bib29) 2022; 30 Shen (10.1016/j.learninstruc.2025.102087_bib79) 2018; 86 Wang (10.1016/j.learninstruc.2025.102087_bib101) 2023; 41 Papavlasopoulou (10.1016/j.learninstruc.2025.102087_bib69) 2019; 99 Zhang (10.1016/j.learninstruc.2025.102087_bib111) 2017; 36 Mohanarajah (10.1016/j.learninstruc.2025.102087_bib62) 2022; 21 Vogel (10.1016/j.learninstruc.2025.102087_bib97) Strauss (10.1016/j.learninstruc.2025.102087_bib82) 1997 Arztmann (10.1016/j.learninstruc.2025.102087_bib10) 2023; 59 Chen (10.1016/j.learninstruc.2025.102087_bib19) 2020; 68 Landers (10.1016/j.learninstruc.2025.102087_bib51) 2018; 49 Sweller (10.1016/j.learninstruc.2025.102087_bib85) 2005; 3 Clark (10.1016/j.learninstruc.2025.102087_bib23) 2016; 86 Nunnally (10.1016/j.learninstruc.2025.102087_bib65) 1994 Schnaubert (10.1016/j.learninstruc.2025.102087_bib76) 2022; 6 Liu (10.1016/j.learninstruc.2025.102087_bib53) 2012; 42 Garris (10.1016/j.learninstruc.2025.102087_bib31) 2002; 33 Taub (10.1016/j.learninstruc.2025.102087_bib89) 2014; 39 Butt (10.1016/j.learninstruc.2025.102087_bib16) 2021; 12 Kikas (10.1016/j.learninstruc.2025.102087_bib46) 2016; 31 Jeyaraj (10.1016/j.learninstruc.2025.102087_bib44) 2022; 65 Paas (10.1016/j.learninstruc.2025.102087_bib68) 1994; 6 Al-Maatouk (10.1016/j.learninstruc.2025.102087_bib2) 2020; 8 Wouters (10.1016/j.learninstruc.2025.102087_bib102) 2013; 105 Hsu (10.1016/j.learninstruc.2025.102087_bib38) 2021; 29 Choi (10.1016/j.learninstruc.2025.102087_bib22) 2019; 91 Zhan (10.1016/j.learninstruc.2025.102087_bib110) 2022; 3 Huang (10.1016/j.learninstruc.2025.102087_bib41) 2020; 68 Tock (10.1016/j.learninstruc.2025.102087_bib91) 2017; 12 Michailidis (10.1016/j.learninstruc.2025.102087_bib61) 2022; 30 Hidayat (10.1016/j.learninstruc.2025.102087_bib37) 2021 Atiomo (10.1016/j.learninstruc.2025.102087_bib11) 2020; 9 Fornell (10.1016/j.learninstruc.2025.102087_bib30) 1981; 18 Li (10.1016/j.learninstruc.2025.102087_bib52) 2023; 14 Chin (10.1016/j.learninstruc.2025.102087_bib21) 1998; 295 Chen (10.1016/j.learninstruc.2025.102087_bib18) 2016; 55 Schrader (10.1016/j.learninstruc.2025.102087_bib78) 2022 Nadolny (10.1016/j.learninstruc.2025.102087_bib63) 2020; 156 Topalli (10.1016/j.learninstruc.2025.102087_bib92) 2018; 120 Greene (10.1016/j.learninstruc.2025.102087_bib35) 2010; 55 Hsu (10.1016/j.learninstruc.2025.102087_bib39) 2018; 121 Wu (10.1016/j.learninstruc.2025.102087_bib105) 2020; 68 Bai (10.1016/j.learninstruc.2025.102087_bib12) 2020; 30 Kim (10.1016/j.learninstruc.2025.102087_bib47) 2021 Schrader (10.1016/j.learninstruc.2025.102087_bib77) 2012; 28 Yuce (10.1016/j.learninstruc.2025.102087_bib109) 2019; 43 Barz (10.1016/j.learninstruc.2025.102087_bib13) 2024; 94 Sun (10.1016/j.learninstruc.2025.102087_bib83) 2018; 119 Sweller (10.1016/j.learninstruc.2025.102087_bib84) 1988; 12 McGill (10.1016/j.learninstruc.2025.102087_bib58) 2009; 52 Sailer (10.1016/j.learninstruc.2025.102087_bib74) 2020; 32 Alamri (10.1016/j.learninstruc.2025.102087_bib3) 2020; 8 Elci (10.1016/j.learninstruc.2025.102087_bib26) 2021; 26 Artino (10.1016/j.learninstruc.2025.102087_bib9) 2009; 20 Krath (10.1016/j.learninstruc.2025.102087_bib49) 2021; 125 Liu (10.1016/j.learninstruc.2025.102087_bib55) 2014; 34 Vilhunen (10.1016/j.learninstruc.2025.102087_bib96) 2022; 7 Armstrong (10.1016/j.learninstruc.2025.102087_bib8) 2017; 48 Liu (10.1016/j.learninstruc.2025.102087_bib54) 2023; 28 Por (10.1016/j.learninstruc.2025.102087_bib72) 2024 Costa (10.1016/j.learninstruc.2025.102087_bib24) 2023; 31 Huang (10.1016/j.learninstruc.2025.102087_bib40) 2019; 58 Kolikant (10.1016/j.learninstruc.2025.102087_bib48) 2010; 26 Pintrich (10.1016/j.learninstruc.2025.102087_bib71) 1993; 53 van Woezik (10.1016/j.learninstruc.2025.102087_bib94) 2020; 45 Kyewski (10.1016/j.learninstruc.2025.102087_bib50) 2018; 118 Bovermann (10.1016/j.learninstruc.2025.102087_bib14) 2020; 15 Ferriz-Valero (10.1016/j.learninstruc.2025.102087_bib28) 2020; 17 Pintrich (10.1016/j.learninstruc.2025.102087_bib70) 1990; 82 Wang (10.1016/j.learninstruc.2025.102087_bib98) 2018; 34 Wang (10.1016/j.learninstruc.2025.102087_bib99) 2023 Zhang (10.1016/j.learninstruc.2025.102087_bib112) 2021; 13 Albus (10.1016/j.learninstruc.2025.102087_bib4) 2021; 166 Hwang (10.1016/j.learninstruc.2025.102087_bib42) 2013; 69 Goodhue (10.1016/j.learninstruc.2025.102087_bib34) 1995 Amo (10.1016/j.learninstruc.2025.102087_bib6) 2020; 29 McKeachie (10.1016/j.learninstruc.2025.102087_bib59) 1985; 20 Al-Hafdi (10.1016/j.learninstruc.2025.102087_bib1) 2024; 18 Tay (10.1016/j.learninstruc.2025.102087_bib90) 2022; 184 Deterding (10.1016/j.learninstruc.2025.102087_bib25) 2011 Sweller (10.1016/j.learninstruc.2025.102087_bib87) 1998; 10 |
| References_xml | – volume: 30 start-page: 665 year: 2022 end-page: 676 ident: bib61 article-title: Examining the effect of interaction analysis on supporting students? Motivation and learning strategies in online blog-based secondary education programming courses [article] publication-title: Interactive Learning Environments – volume: 30 start-page: 375 year: 2022 end-page: 387 ident: bib29 article-title: Information without knowledge: The effects of internet search on learning publication-title: Memory – year: 2021 ident: bib37 article-title: Contemporary studies of task-technology fit: A review of the literature publication-title: International conference on information management and technology (ICIMTech) – volume: 68 start-page: 1855 year: 2020 end-page: 1873 ident: bib19 article-title: The effects of competition in digital game-based learning (DGBL): A meta-analysis publication-title: Educational Technology Research & Development – year: 2010 ident: bib36 article-title: Multivariate data analysis: A global perspective – volume: 55 start-page: 1201 year: 2016 end-page: 1212 ident: bib18 article-title: Scaffolding individual and collaborative game-based learning in learning performance and intrinsic motivation publication-title: Computers in Human Behavior – volume: 28 start-page: 464 year: 2020 end-page: 481 ident: bib57 article-title: A comparison of flipped learning with gamification, traditional learning, and online independent study: The effects on students' mathematics achievement and cognitive engagement publication-title: Interactive Learning Environments – volume: 8 start-page: 78427 year: 2020 end-page: 78440 ident: bib2 article-title: Task-technology fit and technology acceptance model application to structure and evaluate the adoption of social media in academia publication-title: IEEE Access – volume: 59 start-page: 3 year: 2021 end-page: 40 ident: bib56 article-title: An integrated view of information feedback, game quality, and autonomous motivation for evaluating game-based learning effectiveness publication-title: Journal of Educational Computing Research – volume: 29 start-page: 704 year: 2020 end-page: 730 ident: bib6 article-title: Effects of structural and trait competitiveness stimulated by points and leaderboards on user engagement and performance growth: A natural experiment with gamification in an informal learning environment publication-title: European Journal of Information Systems – volume: 28 start-page: 16285 year: 2023 end-page: 16310 ident: bib54 article-title: The effects of game quality and cognitive loads on students' learning performance in mobile game-based learning contexts: The case of system analysis education publication-title: Education and Information Technologies – volume: 106 start-page: 121 year: 2014 ident: bib60 article-title: What makes a good student? How emotions, self-regulated learning, and motivation contribute to academic achievement publication-title: Journal of Educational Psychology – volume: 121 start-page: 73 year: 2018 end-page: 88 ident: bib39 article-title: Applying game mechanics and student-generated questions to an online puzzle-based game learning system to promote algorithmic thinking skills publication-title: Computers & Education – volume: 65 year: 2022 ident: bib44 article-title: A meta-regression of task-technology fit in information systems research publication-title: International Journal of Information Management – volume: 38 start-page: 87 year: 2000 end-page: 101 ident: bib33 article-title: User evaluations of IS as surrogates for objective performance publication-title: Information & Management – volume: 31 start-page: 579 year: 2016 end-page: 593 ident: bib46 article-title: Assessment of learning strategies: Self-report questionnaire or learning task publication-title: European Journal of Psychology of Education – volume: 125 year: 2021 ident: bib49 article-title: Revealing the theoretical basis of gamification: A systematic review and analysis of theory in research on gamification, serious games and game-based learning publication-title: Computers in Human Behavior – start-page: 1 year: 2021 end-page: 16 ident: bib107 article-title: What increases learning retention: Employing the prediction-observation-explanation learning strategy in digital game-based learning publication-title: Interactive Learning Environments – volume: 52 start-page: 496 year: 2009 end-page: 508 ident: bib58 article-title: A task–technology fit view of learning management system impact publication-title: Computers & Education – volume: 13 start-page: 40 year: 1988 end-page: 52 ident: bib17 article-title: Task complexity: A review and analysis publication-title: Academy of Management Review – year: 2018 ident: bib97 article-title: EdMedia + innovate learning 2018 – volume: 10 start-page: 251 year: 1998 end-page: 296 ident: bib87 article-title: Cognitive architecture and instructional design publication-title: Educational Psychology Review – volume: 36 start-page: 111 year: 1974 end-page: 133 ident: bib81 article-title: Cross‐validatory choice and assessment of statistical predictions publication-title: Journal of the Royal Statistical Society: Series B – volume: 6 year: 2022 ident: bib76 article-title: Analysing the relationship between mental load or mental effort and metacomprehension under different conditions of multimedia design [original research] publication-title: Frontiers in Education – volume: 86 start-page: 79 year: 2016 end-page: 122 ident: bib23 article-title: Digital games, design, and learning: A systematic review and meta-analysis publication-title: Review of Educational Research – volume: 69 start-page: 121 year: 2013 end-page: 130 ident: bib42 article-title: A concept map-embedded educational computer game for improving students' learning performance in natural science courses publication-title: Computers & Education – volume: 82 start-page: 33 year: 1990 ident: bib70 article-title: Motivational and self-regulated learning components of classroom academic performance publication-title: Journal of Educational Psychology – volume: 166 year: 2021 ident: bib4 article-title: Signaling in virtual reality influences learning outcome and cognitive load publication-title: Computers & Education – volume: 43 year: 2021 ident: bib43 article-title: Student perception of usefulness and ease using Kahoot, a free web-based tool in a tertiary education setting publication-title: Acta Scientiarum. Technology – volume: 61 start-page: 32 year: 2024 end-page: 59 ident: bib100 article-title: Examining the effect of the task-technology fit of game mechanisms on learning outcomes in online gamification platforms publication-title: Journal of Educational Computing Research – volume: 2 start-page: 353 year: 2015 end-page: 375 ident: bib20 article-title: The use of serious games in science education: A review of selected empirical research from 2002 to 2013 publication-title: Journal of Computers in Education – volume: 43 start-page: 600 year: 2019 end-page: 616 ident: bib109 article-title: Intelligent tutoring systems and learning performance publication-title: Online Information Review – volume: 91 start-page: 305 year: 2019 end-page: 315 ident: bib22 article-title: The mechanism of trust affecting collaboration in virtual teams and the moderating roles of the culture of autonomy and task complexity publication-title: Computers in Human Behavior – volume: 31 start-page: 1098 year: 2023 end-page: 1110 ident: bib24 article-title: Using game concepts to improve programming learning: A multi-level meta-analysis publication-title: Computer Applications in Engineering Education – volume: 58 start-page: 596 year: 2019 end-page: 615 ident: bib40 article-title: Influence of students' learning style, sense of presence, and cognitive load on learning outcomes in an immersive virtual reality learning environment publication-title: Journal of Educational Computing Research – volume: 83 start-page: 160 year: 2013 end-page: 181 ident: bib104 article-title: Task complexity, student perceptions of vocabulary learning in EFL, and task performance publication-title: British Journal of Educational Psychology – volume: 30 year: 2020 ident: bib12 article-title: Does gamification improve student learning outcome? Evidence from a meta-analysis and synthesis of qualitative data in educational contexts publication-title: Educational Research Review – year: 2023 ident: bib99 article-title: Task complexity affects temporal characteristics of self-regulated learning behaviours in an intelligent tutoring system publication-title: Educational Technology Research & Development – volume: 119 start-page: 95 year: 2018 end-page: 111 ident: bib83 article-title: Associations among scaffold presentation, reward mechanisms and problem-solving behaviors in game play publication-title: Computers & Education – volume: 68 start-page: 2215 year: 2020 end-page: 2237 ident: bib105 article-title: Measuring performance in leaning process of digital game-based learning and static E-learning publication-title: Etr&D-Educational Technology Research and Development – start-page: n/a year: 2022 ident: bib78 article-title: Expertise reversal effect in a pen-tablet-based learning environment: The role of learningcentered emotions in the interplay between learner expertise and task complexity publication-title: British Journal of Educational Psychology – volume: 120 start-page: 64 year: 2018 end-page: 74 ident: bib92 article-title: Improving programming skills in engineering education through problem-based game projects with Scratch publication-title: Computers & Education – volume: 18 start-page: 39 year: 1981 end-page: 50 ident: bib30 article-title: Evaluating structural equation models with unobservable variables and measurement error publication-title: Journal of Marketing Research – volume: 32 start-page: 77 year: 2020 end-page: 112 ident: bib74 article-title: The gamification of learning: A meta-analysis publication-title: Educational Psychology Review – start-page: 27 year: 2014 end-page: 42 ident: bib67 article-title: Implications of cognitive load theory for multimedia learning publication-title: The Cambridge handbook of multimedia learning – volume: 29 start-page: 1 year: 2019 end-page: 28 ident: bib88 article-title: How does prior knowledge influence eye fixations and sequences of cognitive and metacognitive SRL processes during learning with an intelligent tutoring system? publication-title: International Journal of Artificial Intelligence in Education – volume: 28 start-page: 648 year: 2012 end-page: 658 ident: bib77 article-title: The influence of virtual presence: Effects on experienced cognitive load and learning outcomes in educational computer games publication-title: Computers in Human Behavior – volume: 33 start-page: 441 year: 2002 end-page: 467 ident: bib31 article-title: Games, motivation, and learning: A research and practice model publication-title: Simulation & Gaming – volume: 3 start-page: 19 year: 2005 end-page: 30 ident: bib85 article-title: Implications of cognitive load theory for multimedia learning publication-title: The Cambridge handbook of multimedia learning – volume: 12 start-page: 79 year: 2017 end-page: 111 ident: bib91 article-title: A comprehensive reanalysis of the metacognitive self-regulation scale from the MSLQ publication-title: Metacognition and Learning – volume: 41 start-page: 1594 year: 2023 end-page: 1620 ident: bib101 article-title: Factors influencing students' adoption intention of brain–computer interfaces in a game-learning context publication-title: Library Hi Tech – volume: 28 start-page: 373 year: 2023 end-page: 406 ident: bib66 article-title: Tailored gamification in education: A literature review and future agenda publication-title: Education and Information Technologies – volume: 156 year: 2020 ident: bib63 article-title: Examining the characteristics of game-based learning: A content analysis and design framework publication-title: Computers & Education – volume: 42 start-page: 553 year: 2012 end-page: 568 ident: bib53 article-title: Task complexity: A review and conceptualization framework publication-title: International Journal of Industrial Ergonomics – volume: 184 year: 2022 ident: bib90 article-title: Designing digital game-based learning for professional upskilling: A systematic literature review publication-title: Computers & Education – volume: 15 start-page: 1 year: 2020 ident: bib14 article-title: Towards a motivational design? Connecting gamification user types and online learning activities publication-title: Research and Practice in Technology Enhanced Learning – volume: 18 year: 2024 ident: bib1 article-title: Ten years of gamification-based learning: A bibliometric analysis and systematic review publication-title: International Journal of Interactive Mobile Technologies – volume: 26 start-page: 7259 year: 2021 end-page: 7277 ident: bib27 article-title: The configurational effects of task-technology fit, technology-induced engagement and motivation on learning performance during Covid-19 pandemic: An fsQCA approach publication-title: Education and Information Technologies – volume: 94 start-page: 193 year: 2024 end-page: 227 ident: bib13 article-title: The effect of digital game-based learning interventions on cognitive, metacognitive, and affective-motivational learning outcomes in school: A meta-analysis publication-title: Review of Educational Research – volume: 26 start-page: 760 year: 2010 end-page: 767 ident: bib113 article-title: Integrating TTF and UTAUT to explain mobile banking user adoption publication-title: Computers in Human Behavior – volume: 61 start-page: 101 year: 1974 end-page: 107 ident: bib32 article-title: A predictive approach to the random effect model publication-title: Biometrika – volume: 29 year: 2021 ident: bib38 article-title: A tale of two classes: Tourism students' cognitive loads and learning outcomes in face-to-face and online classes publication-title: Journal of Hospitality, Leisure, Sports and Tourism Education – start-page: 1 year: 2021 end-page: 14 ident: bib47 article-title: Examining the influence of teaching presence and task-technology fit on continuance intention to use MOOCs publication-title: The Asia-Pacific Education Researcher – volume: 73 start-page: 1 year: 2019 end-page: 7 ident: bib64 article-title: Learning strategies and academic performance in distance education publication-title: Learning and Individual Differences – volume: 6 start-page: 351 year: 1994 end-page: 371 ident: bib68 article-title: Instructional control of cognitive load in the training of complex cognitive tasks publication-title: Educational Psychology Review – volume: 295 start-page: 295 year: 1998 end-page: 336 ident: bib21 article-title: The partial least squares approach to structural equation modeling publication-title: Modern methods for business research – volume: 20 start-page: 153 year: 1985 end-page: 160 ident: bib59 article-title: Teaching learning strategies publication-title: Educational Psychologist – volume: 27 start-page: 1 year: 2015 end-page: 13 ident: bib15 article-title: Self-regulated learning strategies & academic achievement in online higher education learning environments: A systematic review publication-title: The Internet and Higher Education – volume: 21 year: 2022 ident: bib62 article-title: Shoot2Learn: Fix-and-Play educational game for learning programming; enhancing student engagement by mixing game playing and game programming publication-title: Journal of Information Technology Education: Research – volume: 26 start-page: 1384 year: 2010 end-page: 1391 ident: bib48 article-title: Digital natives, better learners? Students' beliefs about how the internet influenced their ability to learn publication-title: Computers in Human Behavior – volume: 8 start-page: 21473 year: 2020 end-page: 21484 ident: bib95 article-title: Continuance intentions to use gamification for training in higher education: Integrating the technology acceptance model (TAM), social motivation, and task technology fit (TTF) publication-title: IEEE Access – year: 2024 ident: bib72 article-title: A bibliometric analysis on gamifying adult learning: Past, present and future trends of learner-centered pedagogies publication-title: Interactive Technology and Smart Education – volume: 3 year: 2022 ident: bib110 article-title: The effectiveness of gamification in programming education: Evidence from a meta-analysis publication-title: Computers and Education: Artificial Intelligence – volume: 22 start-page: 123 year: 2010 end-page: 138 ident: bib86 article-title: Element interactivity and intrinsic, extraneous, and germane cognitive load publication-title: Educational Psychology Review – volume: 86 start-page: 91 year: 2018 end-page: 98 ident: bib79 article-title: Does school-related internet information seeking improve academic self-efficacy? The moderating role of internet information seeking styles publication-title: Computers in Human Behavior – volume: 34 start-page: 338 year: 2014 end-page: 353 ident: bib55 article-title: College students' motivation and learning strategies profiles and academic achievement: A self-determination theory approach publication-title: Educational Psychology – start-page: 1 year: 2021 end-page: 26 ident: bib80 article-title: Understanding cognitive load in digital and online learning: A new perspective on extraneous cognitive load publication-title: Educational Psychology Review – volume: 13 start-page: 6275 year: 2021 ident: bib112 article-title: Metacognitive instruction for sustainable learning: Learners' perceptions of task difficulty and use of metacognitive strategies in completing integrated speaking tasks publication-title: Sustainability – volume: 12 year: 2021 ident: bib16 article-title: Students' performance in online learning environment: The role of task technology fit and actual usage of system during COVID-19 publication-title: Frontiers in Psychology – year: 2011 ident: bib25 article-title: From game design elements to gamefulness: Defining "gamification publication-title: Proceedings of the 15th international academic MindTrek conference: Envisioning future media environments – volume: 26 start-page: 1 year: 2021 end-page: 9 ident: bib73 article-title: Assessment of learning strategies with the ACRA and the Brief-ACRA Scales: Competitive models, measurement invariance, and prediction of academic achievement in secondary elementary students from the Dominican Republic publication-title: Revista de Psicodidáctica – volume: 67 start-page: 221 year: 2017 end-page: 232 ident: bib103 article-title: Continuance intention to use MOOCs: Integrating the technology acceptance model (TAM) and task technology fit (TTF) model publication-title: Computers in Human Behavior – volume: 20 start-page: 568 year: 2009 end-page: 601 ident: bib9 article-title: Beyond grades in online learning: Adaptive profiles of academic self-regulation among naval academy undergraduates publication-title: Journal of Advanced Academics – volume: 59 start-page: 109 year: 2023 end-page: 145 ident: bib10 article-title: Effects of games in STEM education: A meta-analysis on the moderating role of student background characteristics publication-title: Studies in Science Education – volume: 36 start-page: 548 year: 2017 end-page: 556 ident: bib111 article-title: How virtual reality affects perceived learning effectiveness: A task–technology fit perspective publication-title: Behaviour & Information Technology – volume: 48 start-page: 513 year: 2017 end-page: 538 ident: bib8 article-title: An evaluation of gamified training: Using narrative to improve reactions and learning publication-title: Simulation & Gaming – volume: 14 year: 2023 ident: bib52 article-title: Examining the effectiveness of gamification as a tool promoting teaching and learning in educational settings: A meta-analysis [systematic review] publication-title: Frontiers in Psychology – volume: 99 start-page: 415 year: 2019 end-page: 427 ident: bib69 article-title: Exploring children's learning experience in constructionism-based coding activities through design-based research publication-title: Computers in Human Behavior – volume: 23 start-page: 395 year: 2024 end-page: 410 ident: bib93 article-title: Integrating online meta-cognitive learning strategy and team regulation to develop students' programming skills, academic motivation, and refusal self-efficacy of Internet use in a cloud classroom publication-title: Universal Access in the Information Society – volume: 9 year: 2020 ident: bib11 article-title: Emotional well-being, cognitive load and academic attainment publication-title: MedEdPublish – volume: 26 start-page: 7259 year: 2021 end-page: 7277 ident: bib26 article-title: The configurational effects of task-technology fit, technology-induced engagement and motivation on learning performance during Covid-19 pandemic: An fsQCA approach publication-title: Education and Information Technologies – volume: 30 start-page: 530 year: 2018 end-page: 552 ident: bib108 article-title: Cyberloafing in IT classrooms: Exploring the role of the psycho-social environment in the classroom, attitude to computers and computing courses, motivation and learning strategies publication-title: Journal of Computing in Higher Education – volume: 49 start-page: 315 year: 2018 end-page: 337 ident: bib51 article-title: Gamification science, its history and future: Definitions and a research agenda publication-title: Simulation & Gaming – volume: 68 start-page: 1875 year: 2020 end-page: 1901 ident: bib41 article-title: The impact of gamification in educational settings on student learning outcomes: A meta-analysis publication-title: Educational Technology Research & Development – volume: 12 start-page: 257 year: 1988 end-page: 285 ident: bib84 article-title: Cognitive load during problem solving: Effects on learning publication-title: Cognitive Science – volume: 7 year: 2022 ident: bib96 article-title: Clarifying the relation between epistemic emotions and learning by using experience sampling method and pre-posttest design publication-title: Frontiers in Education – year: 1994 ident: bib65 article-title: Psychometric theory – volume: 34 start-page: 917 year: 2018 end-page: 927 ident: bib98 article-title: Learning performance and cognitive load in mobile learning: Impact of interaction complexity [Article] publication-title: Journal of Computer Assisted Learning – volume: 17 year: 2020 ident: bib28 article-title: Gamification in physical education: Evaluation of impact on motivation and academic performance within higher education publication-title: International Journal of Environmental Research and Public Health – year: 2018 ident: bib75 article-title: Exploring game elements in learning programming: An empirical evaluation publication-title: IEEE frontiers in education conference (FIE) – volume: 148 year: 2020 ident: bib106 article-title: Balancing cognitive complexity and gaming level: Effects of a cognitive complexity-based competition game on EFL students' English vocabulary learning performance, anxiety and behaviors publication-title: Computers & Education – volume: 25 start-page: 3677 year: 2020 end-page: 3704 ident: bib7 article-title: Self-regulated learning strategies and non-academic outcomes in higher education blended learning environments: A one decade review publication-title: Education and Information Technologies – volume: 45 start-page: 513 year: 2020 end-page: 526 ident: bib94 article-title: How to encourage a lifelong learner? The complex relation between learning strategies and assessment in a medical curriculum publication-title: Assessment & Evaluation in Higher Education – volume: 39 start-page: 356 year: 2014 end-page: 367 ident: bib89 article-title: Can the use of cognitive and metacognitive self-regulated learning strategies be predicted by learners' levels of prior knowledge in hypermedia-learning environments? publication-title: Computers in Human Behavior – volume: 13 year: 2021 ident: bib5 article-title: Massive open online course (MOOCs) acceptance: The role of task-technology fit (TTF) for higher education sustainability publication-title: Sustainability – volume: 118 start-page: 25 year: 2018 end-page: 37 ident: bib50 article-title: To gamify or not to gamify? An experimental field study of the influence of badges on motivation, activity, and performance in an online learning course publication-title: Computers & Education – volume: 8 start-page: 161668 year: 2020 end-page: 161681 ident: bib3 article-title: The role of compatibility and task-technology fit (TTF): On social networking applications (SNAs) usage as sustainability in higher education publication-title: IEEE Access – volume: 53 start-page: 801 year: 1993 end-page: 813 ident: bib71 article-title: Reliability and predictive validity of the motivated strategies for learning questionnaire (MSLQ) publication-title: Educational and Psychological Measurement – volume: 55 start-page: 1027 year: 2010 end-page: 1043 ident: bib35 article-title: Exploring relations among college students' prior knowledge, implicit theories of intelligence, and self-regulated learning in a hypermedia environment publication-title: Computers & Education – year: 1997 ident: bib82 article-title: Grounded theory in practice – start-page: 213 year: 1995 end-page: 236 ident: bib34 article-title: Task-technology fit and individual performance publication-title: MIS Quarterly – volume: 35 start-page: 964 year: 2018 end-page: 978 ident: bib45 article-title: Predicting the acceptance of MOOCs in a developing country: Application of task-technology fit model, social motivation, and self-determination theory publication-title: Telematics and Informatics – volume: 105 start-page: 249 year: 2013 end-page: 265 ident: bib102 article-title: A meta-analysis of the cognitive and motivational effects of serious games publication-title: Journal of Educational Psychology – volume: 27 start-page: 1 year: 2015 ident: 10.1016/j.learninstruc.2025.102087_bib15 article-title: Self-regulated learning strategies & academic achievement in online higher education learning environments: A systematic review publication-title: The Internet and Higher Education doi: 10.1016/j.iheduc.2015.04.007 – volume: 31 start-page: 579 issue: 4 year: 2016 ident: 10.1016/j.learninstruc.2025.102087_bib46 article-title: Assessment of learning strategies: Self-report questionnaire or learning task publication-title: European Journal of Psychology of Education doi: 10.1007/s10212-015-0276-3 – volume: 8 start-page: 78427 year: 2020 ident: 10.1016/j.learninstruc.2025.102087_bib2 article-title: Task-technology fit and technology acceptance model application to structure and evaluate the adoption of social media in academia publication-title: IEEE Access doi: 10.1109/ACCESS.2020.2990420 – volume: 14 year: 2023 ident: 10.1016/j.learninstruc.2025.102087_bib52 article-title: Examining the effectiveness of gamification as a tool promoting teaching and learning in educational settings: A meta-analysis [systematic review] publication-title: Frontiers in Psychology doi: 10.3389/fpsyg.2023.1253549 – volume: 83 start-page: 160 issue: 1 year: 2013 ident: 10.1016/j.learninstruc.2025.102087_bib104 article-title: Task complexity, student perceptions of vocabulary learning in EFL, and task performance publication-title: British Journal of Educational Psychology doi: 10.1111/j.2044-8279.2011.02061.x – volume: 59 start-page: 3 issue: 1 year: 2021 ident: 10.1016/j.learninstruc.2025.102087_bib56 article-title: An integrated view of information feedback, game quality, and autonomous motivation for evaluating game-based learning effectiveness publication-title: Journal of Educational Computing Research doi: 10.1177/0735633120952044 – volume: 23 start-page: 395 issue: 1 year: 2024 ident: 10.1016/j.learninstruc.2025.102087_bib93 article-title: Integrating online meta-cognitive learning strategy and team regulation to develop students' programming skills, academic motivation, and refusal self-efficacy of Internet use in a cloud classroom publication-title: Universal Access in the Information Society doi: 10.1007/s10209-022-00958-9 – year: 2010 ident: 10.1016/j.learninstruc.2025.102087_bib36 – volume: 34 start-page: 338 issue: 3 year: 2014 ident: 10.1016/j.learninstruc.2025.102087_bib55 article-title: College students' motivation and learning strategies profiles and academic achievement: A self-determination theory approach publication-title: Educational Psychology doi: 10.1080/01443410.2013.785067 – volume: 8 start-page: 21473 year: 2020 ident: 10.1016/j.learninstruc.2025.102087_bib95 article-title: Continuance intentions to use gamification for training in higher education: Integrating the technology acceptance model (TAM), social motivation, and task technology fit (TTF) publication-title: IEEE Access doi: 10.1109/ACCESS.2020.2966179 – volume: 106 start-page: 121 issue: 1 year: 2014 ident: 10.1016/j.learninstruc.2025.102087_bib60 article-title: What makes a good student? How emotions, self-regulated learning, and motivation contribute to academic achievement publication-title: Journal of Educational Psychology doi: 10.1037/a0033546 – volume: 67 start-page: 221 year: 2017 ident: 10.1016/j.learninstruc.2025.102087_bib103 article-title: Continuance intention to use MOOCs: Integrating the technology acceptance model (TAM) and task technology fit (TTF) model publication-title: Computers in Human Behavior doi: 10.1016/j.chb.2016.10.028 – volume: 59 start-page: 109 issue: 1 year: 2023 ident: 10.1016/j.learninstruc.2025.102087_bib10 article-title: Effects of games in STEM education: A meta-analysis on the moderating role of student background characteristics publication-title: Studies in Science Education doi: 10.1080/03057267.2022.2057732 – volume: 61 start-page: 32 issue: 8 year: 2024 ident: 10.1016/j.learninstruc.2025.102087_bib100 article-title: Examining the effect of the task-technology fit of game mechanisms on learning outcomes in online gamification platforms publication-title: Journal of Educational Computing Research doi: 10.1177/07356331231187285 – volume: 30 start-page: 375 issue: 4 year: 2022 ident: 10.1016/j.learninstruc.2025.102087_bib29 article-title: Information without knowledge: The effects of internet search on learning publication-title: Memory doi: 10.1080/09658211.2021.1882501 – volume: 31 start-page: 1098 issue: 4 year: 2023 ident: 10.1016/j.learninstruc.2025.102087_bib24 article-title: Using game concepts to improve programming learning: A multi-level meta-analysis publication-title: Computer Applications in Engineering Education doi: 10.1002/cae.22630 – volume: 52 start-page: 496 issue: 2 year: 2009 ident: 10.1016/j.learninstruc.2025.102087_bib58 article-title: A task–technology fit view of learning management system impact publication-title: Computers & Education doi: 10.1016/j.compedu.2008.10.002 – volume: 121 start-page: 73 year: 2018 ident: 10.1016/j.learninstruc.2025.102087_bib39 article-title: Applying game mechanics and student-generated questions to an online puzzle-based game learning system to promote algorithmic thinking skills publication-title: Computers & Education doi: 10.1016/j.compedu.2018.02.002 – volume: 3 year: 2022 ident: 10.1016/j.learninstruc.2025.102087_bib110 article-title: The effectiveness of gamification in programming education: Evidence from a meta-analysis publication-title: Computers and Education: Artificial Intelligence – volume: 10 start-page: 251 year: 1998 ident: 10.1016/j.learninstruc.2025.102087_bib87 article-title: Cognitive architecture and instructional design publication-title: Educational Psychology Review doi: 10.1023/A:1022193728205 – volume: 29 start-page: 1 issue: 1 year: 2019 ident: 10.1016/j.learninstruc.2025.102087_bib88 article-title: How does prior knowledge influence eye fixations and sequences of cognitive and metacognitive SRL processes during learning with an intelligent tutoring system? publication-title: International Journal of Artificial Intelligence in Education doi: 10.1007/s40593-018-0165-4 – start-page: 1 year: 2021 ident: 10.1016/j.learninstruc.2025.102087_bib47 article-title: Examining the influence of teaching presence and task-technology fit on continuance intention to use MOOCs publication-title: The Asia-Pacific Education Researcher – volume: 36 start-page: 548 issue: 5 year: 2017 ident: 10.1016/j.learninstruc.2025.102087_bib111 article-title: How virtual reality affects perceived learning effectiveness: A task–technology fit perspective publication-title: Behaviour & Information Technology doi: 10.1080/0144929X.2016.1268647 – volume: 125 year: 2021 ident: 10.1016/j.learninstruc.2025.102087_bib49 article-title: Revealing the theoretical basis of gamification: A systematic review and analysis of theory in research on gamification, serious games and game-based learning publication-title: Computers in Human Behavior doi: 10.1016/j.chb.2021.106963 – volume: 94 start-page: 193 issue: 2 year: 2024 ident: 10.1016/j.learninstruc.2025.102087_bib13 article-title: The effect of digital game-based learning interventions on cognitive, metacognitive, and affective-motivational learning outcomes in school: A meta-analysis publication-title: Review of Educational Research doi: 10.3102/00346543231167795 – volume: 99 start-page: 415 year: 2019 ident: 10.1016/j.learninstruc.2025.102087_bib69 article-title: Exploring children's learning experience in constructionism-based coding activities through design-based research publication-title: Computers in Human Behavior doi: 10.1016/j.chb.2019.01.008 – year: 2011 ident: 10.1016/j.learninstruc.2025.102087_bib25 article-title: From game design elements to gamefulness: Defining "gamification" – volume: 43 start-page: 600 issue: 4 year: 2019 ident: 10.1016/j.learninstruc.2025.102087_bib109 article-title: Intelligent tutoring systems and learning performance publication-title: Online Information Review doi: 10.1108/OIR-11-2017-0340 – volume: 22 start-page: 123 issue: 2 year: 2010 ident: 10.1016/j.learninstruc.2025.102087_bib86 article-title: Element interactivity and intrinsic, extraneous, and germane cognitive load publication-title: Educational Psychology Review doi: 10.1007/s10648-010-9128-5 – volume: 9 year: 2020 ident: 10.1016/j.learninstruc.2025.102087_bib11 article-title: Emotional well-being, cognitive load and academic attainment publication-title: MedEdPublish doi: 10.15694/mep.2020.000118.1 – volume: 49 start-page: 315 issue: 3 year: 2018 ident: 10.1016/j.learninstruc.2025.102087_bib51 article-title: Gamification science, its history and future: Definitions and a research agenda publication-title: Simulation & Gaming doi: 10.1177/1046878118774385 – year: 2021 ident: 10.1016/j.learninstruc.2025.102087_bib37 article-title: Contemporary studies of task-technology fit: A review of the literature – volume: 36 start-page: 111 issue: 2 year: 1974 ident: 10.1016/j.learninstruc.2025.102087_bib81 article-title: Cross‐validatory choice and assessment of statistical predictions publication-title: Journal of the Royal Statistical Society: Series B doi: 10.1111/j.2517-6161.1974.tb00994.x – volume: 6 start-page: 351 issue: 4 year: 1994 ident: 10.1016/j.learninstruc.2025.102087_bib68 article-title: Instructional control of cognitive load in the training of complex cognitive tasks publication-title: Educational Psychology Review doi: 10.1007/BF02213420 – volume: 61 start-page: 101 issue: 1 year: 1974 ident: 10.1016/j.learninstruc.2025.102087_bib32 article-title: A predictive approach to the random effect model publication-title: Biometrika doi: 10.1093/biomet/61.1.101 – volume: 69 start-page: 121 year: 2013 ident: 10.1016/j.learninstruc.2025.102087_bib42 article-title: A concept map-embedded educational computer game for improving students' learning performance in natural science courses publication-title: Computers & Education doi: 10.1016/j.compedu.2013.07.008 – volume: 42 start-page: 553 issue: 6 year: 2012 ident: 10.1016/j.learninstruc.2025.102087_bib53 article-title: Task complexity: A review and conceptualization framework publication-title: International Journal of Industrial Ergonomics doi: 10.1016/j.ergon.2012.09.001 – volume: 45 start-page: 513 issue: 4 year: 2020 ident: 10.1016/j.learninstruc.2025.102087_bib94 article-title: How to encourage a lifelong learner? The complex relation between learning strategies and assessment in a medical curriculum publication-title: Assessment & Evaluation in Higher Education doi: 10.1080/02602938.2019.1667954 – volume: 68 start-page: 2215 issue: 5 year: 2020 ident: 10.1016/j.learninstruc.2025.102087_bib105 article-title: Measuring performance in leaning process of digital game-based learning and static E-learning publication-title: Etr&D-Educational Technology Research and Development doi: 10.1007/s11423-020-09765-6 – volume: 30 year: 2020 ident: 10.1016/j.learninstruc.2025.102087_bib12 article-title: Does gamification improve student learning outcome? Evidence from a meta-analysis and synthesis of qualitative data in educational contexts publication-title: Educational Research Review doi: 10.1016/j.edurev.2020.100322 – volume: 34 start-page: 917 issue: 6 year: 2018 ident: 10.1016/j.learninstruc.2025.102087_bib98 article-title: Learning performance and cognitive load in mobile learning: Impact of interaction complexity [Article] publication-title: Journal of Computer Assisted Learning doi: 10.1111/jcal.12300 – volume: 26 start-page: 1384 issue: 6 year: 2010 ident: 10.1016/j.learninstruc.2025.102087_bib48 article-title: Digital natives, better learners? Students' beliefs about how the internet influenced their ability to learn publication-title: Computers in Human Behavior doi: 10.1016/j.chb.2010.04.012 – start-page: 1 year: 2021 ident: 10.1016/j.learninstruc.2025.102087_bib107 article-title: What increases learning retention: Employing the prediction-observation-explanation learning strategy in digital game-based learning publication-title: Interactive Learning Environments – volume: 13 issue: 13 year: 2021 ident: 10.1016/j.learninstruc.2025.102087_bib5 article-title: Massive open online course (MOOCs) acceptance: The role of task-technology fit (TTF) for higher education sustainability publication-title: Sustainability doi: 10.3390/su13137374 – volume: 7 issue: 11 year: 2022 ident: 10.1016/j.learninstruc.2025.102087_bib96 article-title: Clarifying the relation between epistemic emotions and learning by using experience sampling method and pre-posttest design publication-title: Frontiers in Education – volume: 28 start-page: 648 issue: 2 year: 2012 ident: 10.1016/j.learninstruc.2025.102087_bib77 article-title: The influence of virtual presence: Effects on experienced cognitive load and learning outcomes in educational computer games publication-title: Computers in Human Behavior doi: 10.1016/j.chb.2011.11.011 – volume: 86 start-page: 91 year: 2018 ident: 10.1016/j.learninstruc.2025.102087_bib79 article-title: Does school-related internet information seeking improve academic self-efficacy? The moderating role of internet information seeking styles publication-title: Computers in Human Behavior doi: 10.1016/j.chb.2018.04.035 – volume: 12 start-page: 79 issue: 1 year: 2017 ident: 10.1016/j.learninstruc.2025.102087_bib91 article-title: A comprehensive reanalysis of the metacognitive self-regulation scale from the MSLQ publication-title: Metacognition and Learning doi: 10.1007/s11409-016-9161-y – volume: 30 start-page: 530 issue: 3 year: 2018 ident: 10.1016/j.learninstruc.2025.102087_bib108 article-title: Cyberloafing in IT classrooms: Exploring the role of the psycho-social environment in the classroom, attitude to computers and computing courses, motivation and learning strategies publication-title: Journal of Computing in Higher Education doi: 10.1007/s12528-018-9184-2 – volume: 82 start-page: 33 issue: 1 year: 1990 ident: 10.1016/j.learninstruc.2025.102087_bib70 article-title: Motivational and self-regulated learning components of classroom academic performance publication-title: Journal of Educational Psychology doi: 10.1037/0022-0663.82.1.33 – volume: 3 start-page: 19 issue: 2 year: 2005 ident: 10.1016/j.learninstruc.2025.102087_bib85 article-title: Implications of cognitive load theory for multimedia learning publication-title: The Cambridge handbook of multimedia learning doi: 10.1017/CBO9780511816819.003 – volume: 26 start-page: 1 issue: 1 year: 2021 ident: 10.1016/j.learninstruc.2025.102087_bib73 article-title: Assessment of learning strategies with the ACRA and the Brief-ACRA Scales: Competitive models, measurement invariance, and prediction of academic achievement in secondary elementary students from the Dominican Republic publication-title: Revista de Psicodidáctica doi: 10.1016/j.psicod.2020.07.001 – volume: 32 start-page: 77 issue: 1 year: 2020 ident: 10.1016/j.learninstruc.2025.102087_bib74 article-title: The gamification of learning: A meta-analysis publication-title: Educational Psychology Review doi: 10.1007/s10648-019-09498-w – volume: 18 start-page: 39 issue: 1 year: 1981 ident: 10.1016/j.learninstruc.2025.102087_bib30 article-title: Evaluating structural equation models with unobservable variables and measurement error publication-title: Journal of Marketing Research doi: 10.1177/002224378101800104 – volume: 13 start-page: 6275 issue: 11 year: 2021 ident: 10.1016/j.learninstruc.2025.102087_bib112 article-title: Metacognitive instruction for sustainable learning: Learners' perceptions of task difficulty and use of metacognitive strategies in completing integrated speaking tasks publication-title: Sustainability doi: 10.3390/su13116275 – year: 2024 ident: 10.1016/j.learninstruc.2025.102087_bib72 article-title: A bibliometric analysis on gamifying adult learning: Past, present and future trends of learner-centered pedagogies publication-title: Interactive Technology and Smart Education – volume: 15 start-page: 1 issue: 1 year: 2020 ident: 10.1016/j.learninstruc.2025.102087_bib14 article-title: Towards a motivational design? Connecting gamification user types and online learning activities publication-title: Research and Practice in Technology Enhanced Learning doi: 10.1186/s41039-019-0121-4 – volume: 30 start-page: 665 issue: 4 year: 2022 ident: 10.1016/j.learninstruc.2025.102087_bib61 article-title: Examining the effect of interaction analysis on supporting students? Motivation and learning strategies in online blog-based secondary education programming courses [article] publication-title: Interactive Learning Environments doi: 10.1080/10494820.2019.1678487 – volume: 68 start-page: 1855 issue: 4 year: 2020 ident: 10.1016/j.learninstruc.2025.102087_bib19 article-title: The effects of competition in digital game-based learning (DGBL): A meta-analysis publication-title: Educational Technology Research & Development doi: 10.1007/s11423-020-09794-1 – volume: 29 year: 2021 ident: 10.1016/j.learninstruc.2025.102087_bib38 article-title: A tale of two classes: Tourism students' cognitive loads and learning outcomes in face-to-face and online classes publication-title: Journal of Hospitality, Leisure, Sports and Tourism Education – volume: 25 start-page: 3677 issue: 5 year: 2020 ident: 10.1016/j.learninstruc.2025.102087_bib7 article-title: Self-regulated learning strategies and non-academic outcomes in higher education blended learning environments: A one decade review publication-title: Education and Information Technologies doi: 10.1007/s10639-020-10134-2 – year: 2023 ident: 10.1016/j.learninstruc.2025.102087_bib99 article-title: Task complexity affects temporal characteristics of self-regulated learning behaviours in an intelligent tutoring system publication-title: Educational Technology Research & Development doi: 10.1007/s11423-023-10222-3 – volume: 156 year: 2020 ident: 10.1016/j.learninstruc.2025.102087_bib63 article-title: Examining the characteristics of game-based learning: A content analysis and design framework publication-title: Computers & Education doi: 10.1016/j.compedu.2020.103936 – volume: 28 start-page: 373 issue: 1 year: 2023 ident: 10.1016/j.learninstruc.2025.102087_bib66 article-title: Tailored gamification in education: A literature review and future agenda publication-title: Education and Information Technologies doi: 10.1007/s10639-022-11122-4 – start-page: 1 year: 2021 ident: 10.1016/j.learninstruc.2025.102087_bib80 article-title: Understanding cognitive load in digital and online learning: A new perspective on extraneous cognitive load publication-title: Educational Psychology Review – volume: 295 start-page: 295 issue: 2 year: 1998 ident: 10.1016/j.learninstruc.2025.102087_bib21 article-title: The partial least squares approach to structural equation modeling publication-title: Modern methods for business research – volume: 12 start-page: 257 issue: 2 year: 1988 ident: 10.1016/j.learninstruc.2025.102087_bib84 article-title: Cognitive load during problem solving: Effects on learning publication-title: Cognitive Science doi: 10.1207/s15516709cog1202_4 – volume: 26 start-page: 760 issue: 4 year: 2010 ident: 10.1016/j.learninstruc.2025.102087_bib113 article-title: Integrating TTF and UTAUT to explain mobile banking user adoption publication-title: Computers in Human Behavior doi: 10.1016/j.chb.2010.01.013 – volume: 73 start-page: 1 year: 2019 ident: 10.1016/j.learninstruc.2025.102087_bib64 article-title: Learning strategies and academic performance in distance education publication-title: Learning and Individual Differences doi: 10.1016/j.lindif.2019.04.007 – volume: 12 year: 2021 ident: 10.1016/j.learninstruc.2025.102087_bib16 article-title: Students' performance in online learning environment: The role of task technology fit and actual usage of system during COVID-19 publication-title: Frontiers in Psychology doi: 10.3389/fpsyg.2021.759227 – volume: 6 year: 2022 ident: 10.1016/j.learninstruc.2025.102087_bib76 article-title: Analysing the relationship between mental load or mental effort and metacomprehension under different conditions of multimedia design [original research] publication-title: Frontiers in Education doi: 10.3389/feduc.2021.648319 – volume: 68 start-page: 1875 issue: 4 year: 2020 ident: 10.1016/j.learninstruc.2025.102087_bib41 article-title: The impact of gamification in educational settings on student learning outcomes: A meta-analysis publication-title: Educational Technology Research & Development doi: 10.1007/s11423-020-09807-z – volume: 65 year: 2022 ident: 10.1016/j.learninstruc.2025.102087_bib44 article-title: A meta-regression of task-technology fit in information systems research publication-title: International Journal of Information Management doi: 10.1016/j.ijinfomgt.2022.102493 – volume: 21 year: 2022 ident: 10.1016/j.learninstruc.2025.102087_bib62 article-title: Shoot2Learn: Fix-and-Play educational game for learning programming; enhancing student engagement by mixing game playing and game programming publication-title: Journal of Information Technology Education: Research – volume: 43 year: 2021 ident: 10.1016/j.learninstruc.2025.102087_bib43 article-title: Student perception of usefulness and ease using Kahoot, a free web-based tool in a tertiary education setting publication-title: Acta Scientiarum. Technology – volume: 53 start-page: 801 issue: 3 year: 1993 ident: 10.1016/j.learninstruc.2025.102087_bib71 article-title: Reliability and predictive validity of the motivated strategies for learning questionnaire (MSLQ) publication-title: Educational and Psychological Measurement doi: 10.1177/0013164493053003024 – volume: 33 start-page: 441 issue: 4 year: 2002 ident: 10.1016/j.learninstruc.2025.102087_bib31 article-title: Games, motivation, and learning: A research and practice model publication-title: Simulation & Gaming doi: 10.1177/1046878102238607 – volume: 148 year: 2020 ident: 10.1016/j.learninstruc.2025.102087_bib106 article-title: Balancing cognitive complexity and gaming level: Effects of a cognitive complexity-based competition game on EFL students' English vocabulary learning performance, anxiety and behaviors publication-title: Computers & Education doi: 10.1016/j.compedu.2020.103808 – ident: 10.1016/j.learninstruc.2025.102087_bib97 – volume: 26 start-page: 7259 issue: 6 year: 2021 ident: 10.1016/j.learninstruc.2025.102087_bib26 article-title: The configurational effects of task-technology fit, technology-induced engagement and motivation on learning performance during Covid-19 pandemic: An fsQCA approach publication-title: Education and Information Technologies doi: 10.1007/s10639-021-10580-6 – start-page: 27 year: 2014 ident: 10.1016/j.learninstruc.2025.102087_bib67 article-title: Implications of cognitive load theory for multimedia learning – year: 1994 ident: 10.1016/j.learninstruc.2025.102087_bib65 – volume: 39 start-page: 356 year: 2014 ident: 10.1016/j.learninstruc.2025.102087_bib89 article-title: Can the use of cognitive and metacognitive self-regulated learning strategies be predicted by learners' levels of prior knowledge in hypermedia-learning environments? publication-title: Computers in Human Behavior doi: 10.1016/j.chb.2014.07.018 – volume: 58 start-page: 596 issue: 3 year: 2019 ident: 10.1016/j.learninstruc.2025.102087_bib40 article-title: Influence of students' learning style, sense of presence, and cognitive load on learning outcomes in an immersive virtual reality learning environment publication-title: Journal of Educational Computing Research doi: 10.1177/0735633119867422 – volume: 20 start-page: 568 issue: 4 year: 2009 ident: 10.1016/j.learninstruc.2025.102087_bib9 article-title: Beyond grades in online learning: Adaptive profiles of academic self-regulation among naval academy undergraduates publication-title: Journal of Advanced Academics doi: 10.1177/1932202X0902000402 – volume: 55 start-page: 1201 year: 2016 ident: 10.1016/j.learninstruc.2025.102087_bib18 article-title: Scaffolding individual and collaborative game-based learning in learning performance and intrinsic motivation publication-title: Computers in Human Behavior doi: 10.1016/j.chb.2015.03.010 – volume: 91 start-page: 305 year: 2019 ident: 10.1016/j.learninstruc.2025.102087_bib22 article-title: The mechanism of trust affecting collaboration in virtual teams and the moderating roles of the culture of autonomy and task complexity publication-title: Computers in Human Behavior doi: 10.1016/j.chb.2018.09.032 – volume: 38 start-page: 87 issue: 2 year: 2000 ident: 10.1016/j.learninstruc.2025.102087_bib33 article-title: User evaluations of IS as surrogates for objective performance publication-title: Information & Management doi: 10.1016/S0378-7206(00)00057-4 – volume: 26 start-page: 7259 issue: 6 year: 2021 ident: 10.1016/j.learninstruc.2025.102087_bib27 article-title: The configurational effects of task-technology fit, technology-induced engagement and motivation on learning performance during Covid-19 pandemic: An fsQCA approach publication-title: Education and Information Technologies doi: 10.1007/s10639-021-10580-6 – volume: 86 start-page: 79 issue: 1 year: 2016 ident: 10.1016/j.learninstruc.2025.102087_bib23 article-title: Digital games, design, and learning: A systematic review and meta-analysis publication-title: Review of Educational Research doi: 10.3102/0034654315582065 – volume: 20 start-page: 153 issue: 3 year: 1985 ident: 10.1016/j.learninstruc.2025.102087_bib59 article-title: Teaching learning strategies publication-title: Educational Psychologist doi: 10.1207/s15326985ep2003_5 – volume: 119 start-page: 95 year: 2018 ident: 10.1016/j.learninstruc.2025.102087_bib83 article-title: Associations among scaffold presentation, reward mechanisms and problem-solving behaviors in game play publication-title: Computers & Education doi: 10.1016/j.compedu.2018.01.001 – volume: 184 year: 2022 ident: 10.1016/j.learninstruc.2025.102087_bib90 article-title: Designing digital game-based learning for professional upskilling: A systematic literature review publication-title: Computers & Education doi: 10.1016/j.compedu.2022.104518 – volume: 105 start-page: 249 issue: 2 year: 2013 ident: 10.1016/j.learninstruc.2025.102087_bib102 article-title: A meta-analysis of the cognitive and motivational effects of serious games publication-title: Journal of Educational Psychology doi: 10.1037/a0031311 – volume: 28 start-page: 16285 issue: 12 year: 2023 ident: 10.1016/j.learninstruc.2025.102087_bib54 article-title: The effects of game quality and cognitive loads on students' learning performance in mobile game-based learning contexts: The case of system analysis education publication-title: Education and Information Technologies doi: 10.1007/s10639-023-11856-9 – volume: 8 start-page: 161668 year: 2020 ident: 10.1016/j.learninstruc.2025.102087_bib3 article-title: The role of compatibility and task-technology fit (TTF): On social networking applications (SNAs) usage as sustainability in higher education publication-title: IEEE Access doi: 10.1109/ACCESS.2020.3021944 – volume: 41 start-page: 1594 issue: 5 year: 2023 ident: 10.1016/j.learninstruc.2025.102087_bib101 article-title: Factors influencing students' adoption intention of brain–computer interfaces in a game-learning context publication-title: Library Hi Tech doi: 10.1108/LHT-12-2021-0506 – volume: 55 start-page: 1027 issue: 3 year: 2010 ident: 10.1016/j.learninstruc.2025.102087_bib35 article-title: Exploring relations among college students' prior knowledge, implicit theories of intelligence, and self-regulated learning in a hypermedia environment publication-title: Computers & Education doi: 10.1016/j.compedu.2010.04.013 – start-page: n/a issue: n/a year: 2022 ident: 10.1016/j.learninstruc.2025.102087_bib78 article-title: Expertise reversal effect in a pen-tablet-based learning environment: The role of learningcentered emotions in the interplay between learner expertise and task complexity publication-title: British Journal of Educational Psychology – volume: 28 start-page: 464 issue: 4 year: 2020 ident: 10.1016/j.learninstruc.2025.102087_bib57 article-title: A comparison of flipped learning with gamification, traditional learning, and online independent study: The effects on students' mathematics achievement and cognitive engagement publication-title: Interactive Learning Environments doi: 10.1080/10494820.2018.1541910 – year: 2018 ident: 10.1016/j.learninstruc.2025.102087_bib75 article-title: Exploring game elements in learning programming: An empirical evaluation – volume: 17 issue: 12 year: 2020 ident: 10.1016/j.learninstruc.2025.102087_bib28 article-title: Gamification in physical education: Evaluation of impact on motivation and academic performance within higher education publication-title: International Journal of Environmental Research and Public Health doi: 10.3390/ijerph17124465 – year: 1997 ident: 10.1016/j.learninstruc.2025.102087_bib82 – volume: 48 start-page: 513 issue: 4 year: 2017 ident: 10.1016/j.learninstruc.2025.102087_bib8 article-title: An evaluation of gamified training: Using narrative to improve reactions and learning publication-title: Simulation & Gaming doi: 10.1177/1046878117703749 – start-page: 213 year: 1995 ident: 10.1016/j.learninstruc.2025.102087_bib34 article-title: Task-technology fit and individual performance publication-title: MIS Quarterly doi: 10.2307/249689 – volume: 120 start-page: 64 year: 2018 ident: 10.1016/j.learninstruc.2025.102087_bib92 article-title: Improving programming skills in engineering education through problem-based game projects with Scratch publication-title: Computers & Education doi: 10.1016/j.compedu.2018.01.011 – volume: 35 start-page: 964 issue: 4 year: 2018 ident: 10.1016/j.learninstruc.2025.102087_bib45 article-title: Predicting the acceptance of MOOCs in a developing country: Application of task-technology fit model, social motivation, and self-determination theory publication-title: Telematics and Informatics doi: 10.1016/j.tele.2017.09.009 – volume: 2 start-page: 353 issue: 3 year: 2015 ident: 10.1016/j.learninstruc.2025.102087_bib20 article-title: The use of serious games in science education: A review of selected empirical research from 2002 to 2013 publication-title: Journal of Computers in Education doi: 10.1007/s40692-015-0039-9 – volume: 118 start-page: 25 year: 2018 ident: 10.1016/j.learninstruc.2025.102087_bib50 article-title: To gamify or not to gamify? An experimental field study of the influence of badges on motivation, activity, and performance in an online learning course publication-title: Computers & Education doi: 10.1016/j.compedu.2017.11.006 – volume: 18 issue: 7 year: 2024 ident: 10.1016/j.learninstruc.2025.102087_bib1 article-title: Ten years of gamification-based learning: A bibliometric analysis and systematic review publication-title: International Journal of Interactive Mobile Technologies – volume: 13 start-page: 40 issue: 1 year: 1988 ident: 10.1016/j.learninstruc.2025.102087_bib17 article-title: Task complexity: A review and analysis publication-title: Academy of Management Review doi: 10.2307/258353 – volume: 166 issue: 16 year: 2021 ident: 10.1016/j.learninstruc.2025.102087_bib4 article-title: Signaling in virtual reality influences learning outcome and cognitive load publication-title: Computers & Education – volume: 29 start-page: 704 issue: 6 year: 2020 ident: 10.1016/j.learninstruc.2025.102087_bib6 article-title: Effects of structural and trait competitiveness stimulated by points and leaderboards on user engagement and performance growth: A natural experiment with gamification in an informal learning environment publication-title: European Journal of Information Systems doi: 10.1080/0960085X.2020.1808540 |
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