{"id":"https://openalex.org/W4391266261","doi":"https://doi.org/10.1109/tale56641.2023.10398319","title":"The Impact of Generative Artificial Intelligence-based Formative Feedback on the Mathematical Motivation of Chinese Grade 4 Students: a Case Study","display_name":"The Impact of Generative Artificial Intelligence-based Formative Feedback on the Mathematical Motivation of Chinese Grade 4 Students: a Case Study","publication_year":2023,"publication_date":"2023-11-28","ids":{"openalex":"https://openalex.org/W4391266261","doi":"https://doi.org/10.1109/tale56641.2023.10398319"},"language":"en","primary_location":{"id":"doi:10.1109/tale56641.2023.10398319","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tale56641.2023.10398319","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100574083","display_name":"Wenqi Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086892","display_name":"Education University of Hong Kong","ror":"https://ror.org/000t0f062","country_code":"HK","type":"education","lineage":["https://openalex.org/I4210086892"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Wenqi Zheng","raw_affiliation_strings":["The University of Hong Kong,Facultv of Education,China","Facultv of Education, The University of Hong Kong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Hong Kong,Facultv of Education,China","institution_ids":["https://openalex.org/I4210086892","https://openalex.org/I889458895"]},{"raw_affiliation_string":"Facultv of Education, The University of Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029439038","display_name":"Alex Wing Cheung Tse","orcid":"https://orcid.org/0000-0002-2212-5213"},"institutions":[{"id":"https://openalex.org/I4210086892","display_name":"Education University of Hong Kong","ror":"https://ror.org/000t0f062","country_code":"HK","type":"education","lineage":["https://openalex.org/I4210086892"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Alex Wing Cheung Tse","raw_affiliation_strings":["The University of Hong Kong,Facultv of Education,China","Facultv of Education, The University of Hong Kong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Hong Kong,Facultv of Education,China","institution_ids":["https://openalex.org/I4210086892","https://openalex.org/I889458895"]},{"raw_affiliation_string":"Facultv of Education, The University of Hong Kong, China","institution_ids":["https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.9447,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.95556422,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9854999780654907,"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"}},"topics":[{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9854999780654907,"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"}},{"id":"https://openalex.org/T10547","display_name":"Education, Achievement, and Giftedness","score":0.9765999913215637,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9685999751091003,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/formative-assessment","display_name":"Formative assessment","score":0.9454150199890137},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.5863391757011414},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.49077853560447693},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4420514404773712},{"id":"https://openalex.org/keywords/thematic-analysis","display_name":"Thematic analysis","score":0.41591647267341614},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4141993820667267},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.38435348868370056},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29024538397789},{"id":"https://openalex.org/keywords/qualitative-research","display_name":"Qualitative research","score":0.23608237504959106},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17564326524734497}],"concepts":[{"id":"https://openalex.org/C42525527","wikidata":"https://www.wikidata.org/wiki/Q1209955","display_name":"Formative assessment","level":2,"score":0.9454150199890137},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5863391757011414},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.49077853560447693},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4420514404773712},{"id":"https://openalex.org/C74196892","wikidata":"https://www.wikidata.org/wiki/Q7781188","display_name":"Thematic analysis","level":3,"score":0.41591647267341614},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4141993820667267},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.38435348868370056},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29024538397789},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.23608237504959106},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17564326524734497},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tale56641.2023.10398319","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tale56641.2023.10398319","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE)","raw_type":"proceedings-article"},{"id":"pmh:oai:hub.hku.hk:10722/357269","is_oa":false,"landing_page_url":"https://hub.hku.hk/handle/10722/357269","pdf_url":null,"source":{"id":"https://openalex.org/S4377196271","display_name":"The HKU Scholars Hub (University of Hong Kong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I889458895","host_organization_name":"University of Hong Kong","host_organization_lineage":["https://openalex.org/I889458895"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference_Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W607858336","https://openalex.org/W1542932561","https://openalex.org/W1578097852","https://openalex.org/W1967555382","https://openalex.org/W1968855647","https://openalex.org/W1984748091","https://openalex.org/W1989233184","https://openalex.org/W1996613424","https://openalex.org/W1997731867","https://openalex.org/W2016350379","https://openalex.org/W2026408324","https://openalex.org/W2029721315","https://openalex.org/W2033165616","https://openalex.org/W2043161474","https://openalex.org/W2051028350","https://openalex.org/W2056569531","https://openalex.org/W2062540754","https://openalex.org/W2066255970","https://openalex.org/W2070477042","https://openalex.org/W2077155952","https://openalex.org/W2086696638","https://openalex.org/W2105456679","https://openalex.org/W2108631389","https://openalex.org/W2122933407","https://openalex.org/W2135995390","https://openalex.org/W2143247980","https://openalex.org/W2154041216","https://openalex.org/W2169570446","https://openalex.org/W2285411440","https://openalex.org/W2328465597","https://openalex.org/W2511117069","https://openalex.org/W2531834029","https://openalex.org/W2539196499","https://openalex.org/W2560140854","https://openalex.org/W2560568830","https://openalex.org/W2588330427","https://openalex.org/W2590947568","https://openalex.org/W2735914995","https://openalex.org/W2913615595","https://openalex.org/W2925515791","https://openalex.org/W2954709332","https://openalex.org/W2980370088","https://openalex.org/W2981863007","https://openalex.org/W3004666899","https://openalex.org/W3005231356","https://openalex.org/W3043292107","https://openalex.org/W3092848027","https://openalex.org/W3093424417","https://openalex.org/W3110063457","https://openalex.org/W3143756750","https://openalex.org/W3171148899","https://openalex.org/W4309389066","https://openalex.org/W4310249545","https://openalex.org/W4313564799","https://openalex.org/W4313598433","https://openalex.org/W4319600903","https://openalex.org/W4322617812","https://openalex.org/W4323670074","https://openalex.org/W4360620450","https://openalex.org/W4361225460","https://openalex.org/W6701928148","https://openalex.org/W6757968684","https://openalex.org/W6769143671","https://openalex.org/W6847039152","https://openalex.org/W6848880756","https://openalex.org/W6965064126"],"related_works":["https://openalex.org/W609482051","https://openalex.org/W3199325201","https://openalex.org/W2792035366","https://openalex.org/W4386050096","https://openalex.org/W2360976019","https://openalex.org/W2906881146","https://openalex.org/W2351166673","https://openalex.org/W2390109066","https://openalex.org/W2002537515","https://openalex.org/W2349355552"],"abstract_inverted_index":{"Formative":[0],"assessment":[1],"can":[2],"be":[3],"a":[4,83,90,160],"powerful":[5],"approach":[6],"in":[7,75,89,93],"influencing":[8],"student":[9,56,77,140],"mathematical":[10,57,78,141,189],"motivation,":[11],"and":[12,43,100,127,150,158,164,168,200],"the":[13,34,47,63,107,117,133,152],"emergence":[14],"of":[15,37,49,65,121,135,154,183],"generative":[16,51,70],"artificial":[17],"intelligence":[18],"(AI)":[19],"offers":[20],"more":[21,195],"possibilities":[22],"to":[23,177,180,187],"do":[24],"so,":[25],"especially":[26],"when":[27],"using":[28,50,197],"feedback":[29,54,73,138,186],"for":[30,162,175,194],"formative":[31,53,72,137,185],"assessment.":[32],"Nonetheless,":[33],"literature":[35],"review":[36],"this":[38,60,205],"study":[39,61,81,85,130],"found":[40,131],"limited":[41],"development":[42],"research":[44,196],"on":[45,55,86,116,204],"investigating":[46],"impact":[48,64],"AI-based":[52,71],"motivation.":[58,79],"Therefore,":[59],"examined":[62],"implementing":[66],"Class":[67],"Optimization":[68],"Master,":[69],"software,":[74],"promoting":[76,147],"The":[80],"employed":[82],"case":[84],"fourth-grade":[87],"students":[88,99],"primary":[91],"school":[92],"China.":[94],"Semi-structured":[95],"interviews":[96],"with":[97],"21":[98],"two":[101],"teachers":[102],"were":[103,110],"conducted":[104],"face-to-face.":[105],"Then,":[106],"interview":[108],"data":[109],"analyzed":[111],"by":[112,143],"thematic":[113],"analysis":[114],"based":[115],"three-dimensions":[118],"theoretical":[119],"framework":[120],"Mathematical":[122],"Motivation":[123],"Scale:":[124],"Beliefs,":[125],"Engagement,":[126],"Attitude.":[128],"This":[129],"that":[132],"use":[134,182],"AI-generated":[136,184],"enhanced":[139],"motivation":[142],"(1)":[144],"boosting":[145],"confidence,":[146],"socio-emotional":[148],"interaction,":[149],"raising":[151],"importance":[153],"mathematics;":[155,163],"(2)":[156],"rewarding":[157],"inspiring":[159],"preference":[161],"(3)":[165],"stimulating":[166],"interest":[167],"mental-physical":[169],"effort.":[170],"These":[171],"results":[172],"provide":[173],"insights":[174],"educators":[176],"design":[178],"how":[179],"make":[181],"promote":[188],"learning.":[190],"It":[191],"nonetheless":[192],"calls":[193],"quantitative":[198],"methods":[199],"from":[201],"different":[202],"perspectives":[203],"topic.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}