Publication Information

{'id': 'https://openalex.org/W3017420398', 'doi': 'https://doi.org/10.21954/ou.ro.00010fea', 'title': 'Unravelling the temporal process of learning design and student engagement in distance education using learning analytics', 'display_name': 'Unravelling the temporal process of learning design and student engagement in distance education using learning analytics', 'publication_year': 2020, 'publication_date': '2020-03-03', 'ids': {'openalex': 'https://openalex.org/W3017420398', 'doi': 'https://doi.org/10.21954/ou.ro.00010fea', 'mag': '3017420398'}, 'language': 'en', 'primary_location': {'is_oa': False, 'landing_page_url': 'http://oro.open.ac.uk/69610/', 'pdf_url': None, 'source': None, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}, 'type': 'dissertation', 'type_crossref': 'dissertation', 'indexed_in': [], 'open_access': {'is_oa': False, 'oa_status': 'closed', 'oa_url': None, 'any_repository_has_fulltext': False}, 'authorships': [{'author_position': 'first', 'author': {'id': 'https://openalex.org/A5036664594', 'display_name': 'Quan Nguyen', 'orcid': 'https://orcid.org/0000-0001-8937-5121'}, 'institutions': [], 'countries': [], 'is_corresponding': True, 'raw_author_name': 'Quan Nguyen', 'raw_affiliation_strings': [], 'affiliations': []}], 'institution_assertions': [], 'countries_distinct_count': 0, 'institutions_distinct_count': 0, 'corresponding_author_ids': ['https://openalex.org/A5036664594'], 'corresponding_institution_ids': [], 'apc_list': None, 'apc_paid': None, 'fwci': None, 'has_fulltext': False, 'cited_by_count': 0, 'citation_normalized_percentile': {'value': 0.0, 'is_in_top_1_percent': False, 'is_in_top_10_percent': False}, 'cited_by_percentile_year': {'min': 0, 'max': 60}, 'biblio': {'volume': None, 'issue': None, 'first_page': None, 'last_page': None}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T10162', 'display_name': 'Online and Blended Learning', 'score': 0.9781, 'subfield': {'id': 'https://openalex.org/subfields/3304', 'display_name': 'Education'}, 'field': {'id': 'https://openalex.org/fields/33', 'display_name': 'Social Sciences'}, 'domain': {'id': 'https://openalex.org/domains/2', 'display_name': 'Social Sciences'}}, 'topics': [{'id': 'https://openalex.org/T10162', 'display_name': 'Online and Blended Learning', 'score': 0.9781, 'subfield': {'id': 'https://openalex.org/subfields/3304', 'display_name': 'Education'}, 'field': {'id': 'https://openalex.org/fields/33', 'display_name': 'Social Sciences'}, 'domain': {'id': 'https://openalex.org/domains/2', 'display_name': 'Social Sciences'}}, {'id': 'https://openalex.org/T11122', 'display_name': 'Online Learning and Analytics', 'score': 0.9078, 'subfield': {'id': 'https://openalex.org/subfields/1706', 'display_name': 'Computer Science Applications'}, 'field': {'id': 'https://openalex.org/fields/17', 'display_name': 'Computer Science'}, 'domain': {'id': 'https://openalex.org/domains/3', 'display_name': 'Physical Sciences'}}], 'keywords': [{'id': 'https://openalex.org/keywords/learning-analytics', 'display_name': 'Learning Analytics', 'score': 0.78732836}, {'id': 'https://openalex.org/keywords/learning-sciences', 'display_name': 'Learning Sciences', 'score': 0.5688011}, {'id': 'https://openalex.org/keywords/learning-design', 'display_name': 'Learning design', 'score': 0.43668798}, {'id': 'https://openalex.org/keywords/student-engagement', 'display_name': 'Student Engagement', 'score': 0.43178844}], 'concepts': [{'id': 'https://openalex.org/C2777648619', 'wikidata': 'https://www.wikidata.org/wiki/Q2845208', 'display_name': 'Learning analytics', 'level': 2, 'score': 0.78732836}, {'id': 'https://openalex.org/C96427005', 'wikidata': 'https://www.wikidata.org/wiki/Q98442705', 'display_name': 'Learning sciences', 'level': 3, 'score': 0.5688011}, {'id': 'https://openalex.org/C47177190', 'wikidata': 'https://www.wikidata.org/wiki/Q207137', 'display_name': 'Curriculum', 'level': 2, 'score': 0.5526892}, {'id': 'https://openalex.org/C2779343474', 'wikidata': 'https://www.wikidata.org/wiki/Q3109175', 'display_name': 'Context (archaeology)', 'level': 2, 'score': 0.54098475}, {'id': 'https://openalex.org/C145420912', 'wikidata': 'https://www.wikidata.org/wiki/Q853077', 'display_name': 'Mathematics education', 'level': 1, 'score': 0.53689814}, {'id': 'https://openalex.org/C19122763', 'wikidata': 'https://www.wikidata.org/wiki/Q7662215', 'display_name': 'Synchronous learning', 'level': 4, 'score': 0.49516597}, {'id': 'https://openalex.org/C41008148', 'wikidata': 'https://www.wikidata.org/wiki/Q21198', 'display_name': 'Computer science', 'level': 0, 'score': 0.46858948}, {'id': 'https://openalex.org/C98045186', 'wikidata': 'https://www.wikidata.org/wiki/Q205663', 'display_name': 'Process (computing)', 'level': 2, 'score': 0.45593542}, {'id': 'https://openalex.org/C16443162', 'wikidata': 'https://www.wikidata.org/wiki/Q1068473', 'display_name': 'Educational technology', 'level': 2, 'score': 0.4444588}, {'id': 'https://openalex.org/C15122004', 'wikidata': 'https://www.wikidata.org/wiki/Q385756', 'display_name': 'Open learning', 'level': 4, 'score': 0.44387984}, {'id': 'https://openalex.org/C2989099063', 'wikidata': 'https://www.wikidata.org/wiki/Q667334', 'display_name': 'Learning design', 'level': 2, 'score': 0.43668798}, {'id': 'https://openalex.org/C194519906', 'wikidata': 'https://www.wikidata.org/wiki/Q7627827', 'display_name': 'Student engagement', 'level': 2, 'score': 0.43178844}, {'id': 'https://openalex.org/C159456220', 'wikidata': 'https://www.wikidata.org/wiki/Q667334', 'display_name': 'Instructional design', 'level': 2, 'score': 0.42410684}, {'id': 'https://openalex.org/C79158427', 'wikidata': 'https://www.wikidata.org/wiki/Q485396', 'display_name': 'Analytics', 'level': 2, 'score': 0.42225942}, {'id': 'https://openalex.org/C37228920', 'wikidata': 'https://www.wikidata.org/wiki/Q1307600', 'display_name': 'Experiential learning', 'level': 2, 'score': 0.41857645}, {'id': 'https://openalex.org/C51672120', 'wikidata': 'https://www.wikidata.org/wiki/Q303446', 'display_name': 'Cooperative learning', 'level': 3, 'score': 0.34912133}, {'id': 'https://openalex.org/C15744967', 'wikidata': 'https://www.wikidata.org/wiki/Q9418', 'display_name': 'Psychology', 'level': 0, 'score': 0.30478662}, {'id': 'https://openalex.org/C19417346', 'wikidata': 'https://www.wikidata.org/wiki/Q7922', 'display_name': 'Pedagogy', 'level': 1, 'score': 0.26852444}, {'id': 'https://openalex.org/C2522767166', 'wikidata': 'https://www.wikidata.org/wiki/Q2374463', 'display_name': 'Data science', 'level': 1, 'score': 0.25968444}, {'id': 'https://openalex.org/C88610354', 'wikidata': 'https://www.wikidata.org/wiki/Q1813494', 'display_name': 'Teaching method', 'level': 2, 'score': 0.23741964}, {'id': 'https://openalex.org/C151730666', 'wikidata': 'https://www.wikidata.org/wiki/Q7205', 'display_name': 'Paleontology', 'level': 1, 'score': 0.0}, {'id': 'https://openalex.org/C86803240', 'wikidata': 'https://www.wikidata.org/wiki/Q420', 'display_name': 'Biology', 'level': 0, 'score': 0.0}, {'id': 'https://openalex.org/C111919701', 'wikidata': 'https://www.wikidata.org/wiki/Q9135', 'display_name': 'Operating system', 'level': 1, 'score': 0.0}], 'mesh': [], 'locations_count': 1, 'locations': [{'is_oa': False, 'landing_page_url': 'http://oro.open.ac.uk/69610/', 'pdf_url': None, 'source': None, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}], 'best_oa_location': None, 'sustainable_development_goals': [{'score': 0.73, 'display_name': 'Quality education', 'id': 'https://metadata.un.org/sdg/4'}], 'grants': [], 'datasets': [], 'versions': [], 'referenced_works_count': 0, 'referenced_works': [], 'related_works': ['https://openalex.org/W54614820', 'https://openalex.org/W3194762482', 'https://openalex.org/W3172574960', 'https://openalex.org/W3010748374', 'https://openalex.org/W3000985397', 'https://openalex.org/W2912449225', 'https://openalex.org/W2803038267', 'https://openalex.org/W2796449575', 'https://openalex.org/W2606107930', 'https://openalex.org/W2597695107', 'https://openalex.org/W2405295010', 'https://openalex.org/W2338536928', 'https://openalex.org/W2275362010', 'https://openalex.org/W2159109539', 'https://openalex.org/W2101054222', 'https://openalex.org/W2041578844', 'https://openalex.org/W2019596188', 'https://openalex.org/W2008816208', 'https://openalex.org/W1576253715', 'https://openalex.org/W1536905387'], 'abstract_inverted_index': {'Designing': [0], 'a': [1, 162, 172, 177, 199, 329, 378, 449], 'curriculum': [2], 'in': [3, 87, 169, 171, 195, 275, 303, 362, 448, 481], 'online': [4, 155], 'and': [5, 17, 90, 99, 142, 213, 254, 280, 295, 300, 307, 335, 347, 372, 387, 390, 408, 471, 478, 499, 505, 518], 'distance': [6, 173, 196, 482], 'education': [7], 'can': [8], 'be': [9], 'challenging': [10], 'because': [11], 'the': [12, 29, 52, 57, 62, 66, 80, 83, 101, 105, 111, 118, 121, 130, 135, 138, 149, 152, 185, 227, 240, 251, 260, 287, 296, 304, 308, 318, 322, 360, 382, 421, 426, 461, 472, 487, 497], 'processes': [13], 'of': [14, 37, 103, 107, 113, 123, 137, 154, 158, 165, 188, 216, 256, 283, 286, 298, 310, 332, 359, 428, 465, 501], 'what,': [15], 'when,': [16], 'how': [18, 43, 51, 166, 189, 206, 340, 391, 403, 409, 466, 492, 506], 'students': [19, 167, 337, 410, 416, 434], 'study': [20], 'are': [21], 'not': [22, 435], 'always': [23], 'visible': [24], 'to': [25, 28, 41, 77, 133, 338, 357, 425], 'teachers': [26, 44, 128, 207, 238, 404, 467, 511], 'due': [27], 'limited': [30], 'opportunities': [31], 'for': [32, 46, 98, 209, 320, 406, 469], 'face-to-face': [33], 'interactions.': [34], 'The': [35, 223, 266, 349, 398], 'aim': [36], 'this': [38, 179, 453], 'thesis': [39, 180, 454], 'is': [40, 76], 'explore': [42], 'design': [45, 54, 92, 106, 191, 208, 246, 277, 305, 312, 324, 342, 354, 386, 468, 494, 517], 'learning,': [47], 'together': [48], 'with': [49, 61, 65, 236], 'learning': [53, 63, 88, 91, 108, 115, 124, 140, 159, 174, 190, 210, 276, 311, 323, 341, 353, 385, 407, 470, 475, 493, 502, 507, 516], 'impacts': [55], 'upon': [56], 'students’': [58], 'actual': [59], 'engagement': [60, 194, 393], 'materials,': [64], 'subsequent': [67], 'effect': [68, 144], 'on': [69, 79, 145, 184], 'their': [70, 245, 281], 'academic': [71, 146, 396, 479], 'performance.': [72, 147, 348, 397], 'One': [73], 'way': [74], 'forward,': [75], 'build': [78], 'intersection': [81], 'between': [82, 292, 384, 402, 474, 515], 'most': [84, 414], 'recent': [85], 'work': [86], 'analytics': [89, 503, 508], 'research.': [93], 'I': [94, 203, 230, 326, 376], 'have': [95], 'therefore': [96], 'argued': [97], 'investigated': [100], 'potential': [102, 513], 'incorporating': [104], 'activities': [109, 125, 160], 'into': [110, 239, 460], 'analysis': [112, 153, 215, 331, 380, 399], 'student': [114, 193, 344, 363, 388, 519], 'behaviour.': [116, 520], 'On': [117, 148], 'one': [119], 'hand,': [120, 151], 'visualisation': [122], 'designed': [126, 405], 'by': [127, 369, 431, 439, 446], 'provides': [129], 'pedagogical': [131], 'context': [132], 'improve': [134, 496], 'interpreta-tion': [136], 'observed': [139], 'behaviour': [141, 389], 'its': [143], 'oth-er': [150], 'digital': [156], 'traces': [157], 'offers': [161], 'dynamic': [163, 462], 'account': [164], 'learn': [168], 'practice': [170], 'environment.': [175], 'As': [176, 484], 'result,': [178], 'sheds': [181], 'new': [182, 457], 'light': [183], 'implicit': [186], 'process': [187, 306], 'influences': [192, 343], 'education\r\n\r\nBy': [197], 'employing': [198], 'mixed-method': [200], 'research': [201], 'design,': [202, 476], 'first': [204], 'examined': [205], 'using': [211], 'visualisations': [212], 'network': [214], '37': [217, 333], 'modules': [218, 279, 334], 'over': [219], '30': [220], 'weeks': [221], 'at': [222], 'Open': [224, 261], 'University.': [225], 'In': [226, 413], 'next': [228], 'step,': [229], 'conducted': [231, 377], 'an': [232, 485], 'in-depth': [233], 'qualitative': [234], 'investigation': [235], '12': [237], 'underlying': [241, 290], 'factors': [242], 'that': [243, 352], 'influenced': [244], 'decisions,': [247], 'as': [248, 250, 271, 273], 'well': [249, 272], 'perceived': [252], 'barriers': [253], 'affordances': [255], 'adopting': [257], 'approaches': [258], 'from': [259], 'University': [262], 'Learning': [263], 'Design': [264], 'Initiative.': [265], 'findings': [267, 350, 488], 'revealed': [268, 289], 'common': [269], 'patterns': [270, 394], 'variations': [274], 'across': [278], 'disciplines': [282], 'study.': [284], 'Analysis': [285], 'interviews': [288], 'tensions': [291], 'teachers’': [293], 'autonomy': [294], 'influence': [297], 'management': [299], 'institutional': [301], 'policies': [302], 'adoption': [309], 'tools.': [313], '\r\n\r\nAfter': [315], 'laying': [316], 'out': [317, 328], 'foundation': [319], 'understanding': [321], 'processes,': [325], 'carried': [327], 'large-scale': [330], '45,190': [336], 'examine': [339], 'engagement,': [345, 364, 477], 'satisfaction,': [346], 'indicated': [351], 'explained': [355], 'up': [356], '69%': [358], 'variance': [361], 'which': [365], 'was': [366], 'strongly': [367], 'driven': [368], 'assimilative,': [370], 'assessment,': [371], 'communication': [373], 'activities.': [374], 'Finally,': [375], 'fine-grained': [379], 'exploring': [381], '(in)consistencies': [383], 'different': [392], 'impact': [395], 'found': [400], 'misalignments': [401], 'actually': [411], 'studied.': [412], 'weeks,': [415], 'spent': [417], 'less': [418], 'time': [419], 'studying': [420], 'assigned': [422], 'materials': [423], 'compared': [424], 'number': [427], 'hours': [429], 'recommended': [430], 'instructors.': [432], 'High-performing': [433], 'only': [436], 'studied': [437], '‘harder’': [438], 'spending': [440], 'more': [441], 'time,': [442], 'but': [443], 'also': [444], '‘smarter’': [445], 'engaging': [447], 'timely': [450], 'manner.': [451], '\r\n\r\nAltogether,': [452], 'has': [455], 'contributed': [456], 'scientific': [458], 'insights': [459], 'temporal': [463], 'aspects': [464], 'relations': [473], 'performance': [480], 'education.': [483], 'implication,': [486], 'reported': [489], 'here': [490], 'demonstrated': [491], 'could': [495, 509], 'accuracy': [498], 'interpretability': [500], 'models,': [504], 'help': [510], 'identify': [512], 'inconsistencies': [514]}, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W3017420398', 'counts_by_year': [], 'updated_date': '2024-12-27T07:27:16.895545', 'created_date': '2020-05-01'}