{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T02:15:00Z","timestamp":1771467300829,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":54,"publisher":"ACM","license":[{"start":{"date-parts":[[2025,3,3]],"date-time":"2025-03-03T00:00:00Z","timestamp":1740960000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,3,3]]},"DOI":"10.1145\/3706468.3706541","type":"proceedings-article","created":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T14:04:11Z","timestamp":1740146651000},"page":"558-567","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["From Data to Design: Integrating Learning Analytics into Educational Design for Effective Decision-Making"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8562-3287","authenticated-orcid":false,"given":"Alrike","family":"Claassen","sequence":"first","affiliation":[{"name":"University of South Australia, Adelaide, Australia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4139-3149","authenticated-orcid":false,"given":"Negin","family":"Mirriahi","sequence":"additional","affiliation":[{"name":"University of South Australia, Adelaide, Australia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9694-6033","authenticated-orcid":false,"given":"Vitomir","family":"Kovanovi\u0107","sequence":"additional","affiliation":[{"name":"The University of South Australia, Adelaide, Australia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2435-2193","authenticated-orcid":false,"given":"Shane","family":"Dawson","sequence":"additional","affiliation":[{"name":"University of South Australia, Adelaide, Australia"}]}],"member":"320","published-online":{"date-parts":[[2025,3,3]]},"reference":[{"key":"e_1_3_3_1_1_2","doi-asserted-by":"publisher","DOI":"10.18608\/jla.2024.7961"},{"key":"e_1_3_3_1_2_2","doi-asserted-by":"publisher","DOI":"10.1145\/2883851.2883944"},{"key":"e_1_3_3_1_3_2","doi-asserted-by":"publisher","DOI":"10.1145\/3576050.3576083"},{"key":"e_1_3_3_1_4_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.compedu.2022.104603"},{"key":"e_1_3_3_1_5_2","doi-asserted-by":"publisher","DOI":"10.1007\/BF00138871"},{"key":"e_1_3_3_1_6_2","doi-asserted-by":"publisher","DOI":"10.1023\/A:1020909529486"},{"key":"e_1_3_3_1_7_2","doi-asserted-by":"publisher","DOI":"10.1145\/2330601.2330636"},{"key":"e_1_3_3_1_8_2","doi-asserted-by":"publisher","DOI":"10.1145\/3027385.3027411"},{"key":"e_1_3_3_1_9_2","volume-title":"Self-determination theory: When mind mediates behavior. The Journal of mind and Behavior","author":"Deci Edward L","year":"1980","unstructured":"Edward L Deci and Richard M Ryan. 1980. Self-determination theory: When mind mediates behavior. The Journal of mind and Behavior (1980), 33\u201343."},{"key":"e_1_3_3_1_10_2","doi-asserted-by":"publisher","DOI":"10.1037\/0708-5591.49.1.14"},{"key":"e_1_3_3_1_11_2","volume-title":"California: SAGE","author":"Denzin Norman K.","year":"2018","unstructured":"Norman K. Denzin and Yvonna S. Lincoln. 2018. The SAGE handbook of qualitative research \/ edited by Norman K. Denzin, University of Illinois, Yvonna S. Lincoln, Texas A&M University (Fifth edition. ed.). Thousand Oaks, California: SAGE, Thousand Oaks, California."},{"key":"e_1_3_3_1_12_2","doi-asserted-by":"publisher","DOI":"10.3402\/rlt.v21i0.20290"},{"key":"e_1_3_3_1_13_2","doi-asserted-by":"publisher","DOI":"10.1080\/10447318.2022.2041882"},{"key":"e_1_3_3_1_14_2","volume-title":"Teaching as design. Herdsa review of higher education 2, 2","author":"Goodyear Peter","year":"2015","unstructured":"Peter Goodyear. 2015. Teaching as design. Herdsa review of higher education 2, 2 (2015), 27\u201350."},{"key":"e_1_3_3_1_15_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11423-020-09926-7"},{"key":"e_1_3_3_1_16_2","doi-asserted-by":"publisher","DOI":"10.1037\/a0012758"},{"key":"e_1_3_3_1_17_2","doi-asserted-by":"publisher","DOI":"10.1007\/BF02766777"},{"key":"e_1_3_3_1_18_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.socscimed.2021.114523"},{"key":"e_1_3_3_1_19_2","doi-asserted-by":"publisher","DOI":"10.1080\/00313831.2020.1869082"},{"key":"e_1_3_3_1_20_2","doi-asserted-by":"publisher","unstructured":"George Kamberelis. 2013. Focus groups: from structured interviews to collective conversations \/ George Kamberelis and Greg Dimitriadis. Abingdon Oxon New York N.Y. 10.4324\/9780203590447","DOI":"10.4324\/9780203590447"},{"key":"e_1_3_3_1_21_2","doi-asserted-by":"publisher","DOI":"10.1108\/IJILT-03-2020-0026"},{"key":"e_1_3_3_1_22_2","doi-asserted-by":"publisher","unstructured":"Derek Layder. 1998. Sociological Practice. SAGE Publications Ltd. 10.4135\/9781849209946","DOI":"10.4135\/9781849209946"},{"key":"e_1_3_3_1_23_2","doi-asserted-by":"publisher","DOI":"10.1080\/23735082.2017.1284252"},{"key":"e_1_3_3_1_24_2","doi-asserted-by":"publisher","DOI":"10.11120\/ital.2012.11010004"},{"key":"e_1_3_3_1_25_2","doi-asserted-by":"publisher","DOI":"10.3390\/educsci13111114"},{"key":"e_1_3_3_1_26_2","doi-asserted-by":"publisher","DOI":"10.1145\/2090116.2090140"},{"key":"e_1_3_3_1_27_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.tate.2016.07.011"},{"key":"e_1_3_3_1_28_2","doi-asserted-by":"publisher","DOI":"10.1177\/1523422318757210"},{"key":"e_1_3_3_1_29_2","unstructured":"Sharan B Merriam. 1998. Qualitative Research and Case Study Applications in Education. Revised and Expanded from\" Case Study Research in Education.\". ERIC."},{"key":"e_1_3_3_1_30_2","volume-title":"Tisdell","author":"Merriam Sharan B.","year":"2016","unstructured":"Sharan B. Merriam and Elizabeth J. Tisdell. 2016. Qualitative research: a guide to design and implementation \/ Sharan B. Merriam, Elizabeth J. Tisdell (Fourth edition. ed.). San Francisco, CA: Jossey-Bass, a Wiley Brand, San Francisco, CA."},{"key":"e_1_3_3_1_31_2","doi-asserted-by":"publisher","DOI":"10.1111\/bjet.12273"},{"key":"e_1_3_3_1_32_2","doi-asserted-by":"publisher","DOI":"10.18608\/jla.2018.53.15"},{"key":"e_1_3_3_1_33_2","doi-asserted-by":"publisher","DOI":"10.1145\/2883851.2883870"},{"key":"e_1_3_3_1_34_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-42682-7_23"},{"key":"e_1_3_3_1_35_2","doi-asserted-by":"publisher","DOI":"10.19173\/irrodl.v19i5.3493"},{"key":"e_1_3_3_1_36_2","doi-asserted-by":"crossref","unstructured":"Bart Rienties Quan Nguyen Wayne Holmes and Katharine Reedy. 2017. A review of ten years of implementation and research in aligning learning design with learning analytics at the Open University UK. Interaction Design and Architecture (s) 33 (2017) 134\u2013154.","DOI":"10.55612\/s-5002-033-007"},{"key":"e_1_3_3_1_37_2","doi-asserted-by":"publisher","DOI":"10.1080\/1360080X.2024.2391600"},{"key":"e_1_3_3_1_38_2","doi-asserted-by":"publisher","DOI":"10.1017\/S0954579419000403"},{"key":"e_1_3_3_1_39_2","doi-asserted-by":"publisher","DOI":"10.1521\/978.14625\/28806"},{"key":"e_1_3_3_1_40_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-61672-3_6"},{"key":"e_1_3_3_1_41_2","volume-title":"The coding manual for qualitative researchers","author":"Salda\u00f1a Johnny","unstructured":"Johnny Salda\u00f1a. 2021. The coding manual for qualitative researchers (Fourth edition. ed.). SAGE Publications, London."},{"key":"e_1_3_3_1_42_2","doi-asserted-by":"publisher","DOI":"10.29333\/ejmste\/11176"},{"key":"e_1_3_3_1_43_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-17461-7_166"},{"key":"e_1_3_3_1_44_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2018.05.004"},{"key":"e_1_3_3_1_45_2","doi-asserted-by":"publisher","DOI":"10.1111\/jcal.12775"},{"key":"e_1_3_3_1_46_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.edurev.2020.100365"},{"key":"e_1_3_3_1_47_2","volume-title":"Self-Determination Theory","author":"Lange Paul Van","unstructured":"Paul Van Lange, Arie Kruglanski, E Higgins, Edward L Deci, and Richard M Ryan. 2012. Self-Determination Theory. SAGE, Los Angeles:"},{"key":"e_1_3_3_1_48_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhcs.2020.102449"},{"key":"e_1_3_3_1_49_2","doi-asserted-by":"publisher","DOI":"10.1080\/14635240.2020.1713189"},{"key":"e_1_3_3_1_50_2","doi-asserted-by":"publisher","DOI":"10.18608\/jla.2019.62.4"},{"key":"e_1_3_3_1_51_2","doi-asserted-by":"publisher","unstructured":"Andrew Zamecnik Vitomir Kovanovi\u0107 Sre\u0107ko Joksimovi\u0107 and Lin Liu. 2022. Exploring non-traditional learner motivations and characteristics in online learning: A learner profile study. Computers and Education: Artificial Intelligence 3 (2022) 100051. 10.1016\/j.caeai.2022.100051","DOI":"10.1016\/j.caeai.2022.100051"},{"key":"e_1_3_3_1_52_2","doi-asserted-by":"publisher","DOI":"10.1089\/big.2016.0061"},{"key":"e_1_3_3_1_53_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.compedu.2020.104061"},{"key":"e_1_3_3_1_54_2","unstructured":"2024. ATLAS.ti Scientific Software Development GmbH. Retrieved from https:\/\/atlasti.com<\/bib.>"}],"event":{"name":"LAK '25: The 15th International Learning Analytics and Knowledge Conference","location":"Dublin Ireland","acronym":"LAK 2025"},"container-title":["Proceedings of the 15th International Learning Analytics and Knowledge Conference"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3706468.3706541","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3706468.3706541","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T01:56:51Z","timestamp":1750298211000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3706468.3706541"}},"subtitle":["From Data to Design"],"short-title":[],"issued":{"date-parts":[[2025,3,3]]},"references-count":54,"alternative-id":["10.1145\/3706468.3706541","10.1145\/3706468"],"URL":"https:\/\/doi.org\/10.1145\/3706468.3706541","relation":{},"subject":[],"published":{"date-parts":[[2025,3,3]]},"assertion":[{"value":"2025-03-03","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}