{"id":"https://openalex.org/W4411065205","doi":"https://doi.org/10.1007/s10639-025-13611-8","title":"Effects of an automated evaluation mechanism on students\u2019 writing performance and higher-order thinking in an AR-based formative-peer-assessment learning mode","display_name":"Effects of an automated evaluation mechanism on students\u2019 writing performance and higher-order thinking in an AR-based formative-peer-assessment learning mode","publication_year":2025,"publication_date":"2025-06-05","ids":{"openalex":"https://openalex.org/W4411065205","doi":"https://doi.org/10.1007/s10639-025-13611-8"},"language":"en","primary_location":{"id":"doi:10.1007/s10639-025-13611-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10639-025-13611-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10639-025-13611-8.pdf","source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education and Information Technologies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10639-025-13611-8.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100351382","display_name":"Ming Li","orcid":"https://orcid.org/0000-0002-1218-2804"},"institutions":[{"id":"https://openalex.org/I135237710","display_name":"Zhejiang Normal University","ror":"https://ror.org/01vevwk45","country_code":"CN","type":"education","lineage":["https://openalex.org/I135237710"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Li","raw_affiliation_strings":["Zhejiang Key Laboratory of Intelligent Education Technology and Application, Zhejiang Normal University, Jinhua, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang Key Laboratory of Intelligent Education Technology and Application, Zhejiang Normal University, Jinhua, China","institution_ids":["https://openalex.org/I135237710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100412337","display_name":"Caixia Li","orcid":"https://orcid.org/0000-0002-5518-4711"},"institutions":[{"id":"https://openalex.org/I135237710","display_name":"Zhejiang Normal University","ror":"https://ror.org/01vevwk45","country_code":"CN","type":"education","lineage":["https://openalex.org/I135237710"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Caixia Li","raw_affiliation_strings":["Zhejiang Key Laboratory of Intelligent Education Technology and Application, Zhejiang Normal University, Jinhua, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang Key Laboratory of Intelligent Education Technology and Application, Zhejiang Normal University, Jinhua, China","institution_ids":["https://openalex.org/I135237710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100436579","display_name":"Yuting Chen","orcid":"https://orcid.org/0009-0000-9300-4606"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Yuting Chen","raw_affiliation_strings":["Centre for Learning Sciences and Technologies, The Chinese University of Hong Kong, Hong Kong SAR, China"],"raw_orcid":"https://orcid.org/0009-0000-9300-4606","affiliations":[{"raw_affiliation_string":"Centre for Learning Sciences and Technologies, The Chinese University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049547394","display_name":"Gwo\u2010Jen Hwang","orcid":"https://orcid.org/0000-0001-5155-276X"},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]},{"id":"https://openalex.org/I34574549","display_name":"National Taichung University of Education","ror":"https://ror.org/006tnfe02","country_code":"TW","type":"education","lineage":["https://openalex.org/I34574549"]},{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Gwo-Jen Hwang","raw_affiliation_strings":["College of Management, Yuan Ze University, No. 135, Yuandong Rd., Zhongli Dist., Taoyuan City, 320315, Taiwan","Graduate Institute of Digital Learning and Education, National Taiwan University of Science and Technology, No.43, Keelung Rd., Sec.4, Da\u2019an Dist., Taipei City, 106335, Taiwan","Graduate Institute of Educational Information and Measurement, National Taichung University of Education, No.140, Minsheng Rd., West Dist., Taichung City, 40306, Taiwan","Graduate Institute of Digital Learning and Education, National Taiwan University of Science and Technology, No.43, Keelung Rd., Sec.4, Da'an Dist., Taipei City, 106335, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Management, Yuan Ze University, No. 135, Yuandong Rd., Zhongli Dist., Taoyuan City, 320315, Taiwan","institution_ids":["https://openalex.org/I99908691"]},{"raw_affiliation_string":"Graduate Institute of Digital Learning and Education, National Taiwan University of Science and Technology, No.43, Keelung Rd., Sec.4, Da\u2019an Dist., Taipei City, 106335, Taiwan","institution_ids":["https://openalex.org/I154864474"]},{"raw_affiliation_string":"Graduate Institute of Educational Information and Measurement, National Taichung University of Education, No.140, Minsheng Rd., West Dist., Taichung City, 40306, Taiwan","institution_ids":["https://openalex.org/I34574549"]},{"raw_affiliation_string":"Graduate Institute of Digital Learning and Education, National Taiwan University of Science and Technology, No.43, Keelung Rd., Sec.4, Da'an Dist., Taipei City, 106335, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100436579"],"corresponding_institution_ids":["https://openalex.org/I177725633"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":{"value":3190,"currency":"USD","value_usd":3190},"fwci":24.4812,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.99345114,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"30","issue":"15","first_page":"21889","last_page":"21928"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12500","display_name":"Reflective Practices in Education","score":0.9549999833106995,"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/T12500","display_name":"Reflective Practices in Education","score":0.9549999833106995,"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/T13844","display_name":"Higher Education Learning Practices","score":0.9535999894142151,"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/T10959","display_name":"Student Assessment and Feedback","score":0.9491000175476074,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/formative-assessment","display_name":"Formative assessment","score":0.9121758937835693},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.5998656153678894},{"id":"https://openalex.org/keywords/higher-order-thinking","display_name":"Higher-order thinking","score":0.5841727256774902},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.5509556531906128},{"id":"https://openalex.org/keywords/peer-assessment","display_name":"Peer assessment","score":0.5470522046089172},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.532905638217926},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.5253526568412781},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.5126758813858032},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4748247563838959},{"id":"https://openalex.org/keywords/peer-evaluation","display_name":"Peer evaluation","score":0.43351322412490845},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.3916192948818207},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3816385567188263},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.33599841594696045},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.3153263330459595},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.25168129801750183},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.10089126229286194}],"concepts":[{"id":"https://openalex.org/C42525527","wikidata":"https://www.wikidata.org/wiki/Q1209955","display_name":"Formative assessment","level":2,"score":0.9121758937835693},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.5998656153678894},{"id":"https://openalex.org/C2777004525","wikidata":"https://www.wikidata.org/wiki/Q5757990","display_name":"Higher-order thinking","level":4,"score":0.5841727256774902},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5509556531906128},{"id":"https://openalex.org/C53839665","wikidata":"https://www.wikidata.org/wiki/Q2067088","display_name":"Peer assessment","level":2,"score":0.5470522046089172},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.532905638217926},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.5253526568412781},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.5126758813858032},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4748247563838959},{"id":"https://openalex.org/C2988746165","wikidata":"https://www.wikidata.org/wiki/Q215028","display_name":"Peer evaluation","level":3,"score":0.43351322412490845},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.3916192948818207},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3816385567188263},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.33599841594696045},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.3153263330459595},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.25168129801750183},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.10089126229286194},{"id":"https://openalex.org/C106165879","wikidata":"https://www.wikidata.org/wiki/Q5141259","display_name":"Cognitively Guided Instruction","level":3,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10639-025-13611-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10639-025-13611-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10639-025-13611-8.pdf","source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education and Information Technologies","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10639-025-13611-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10639-025-13611-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10639-025-13611-8.pdf","source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education and Information Technologies","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322724","display_name":"Ministry of Education, India","ror":"https://ror.org/048xjjh50"},{"id":"https://openalex.org/F4320323900","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95"},{"id":"https://openalex.org/F4320324515","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411065205.pdf","grobid_xml":"https://content.openalex.org/works/W4411065205.grobid-xml"},"referenced_works_count":63,"referenced_works":["https://openalex.org/W1972592093","https://openalex.org/W1985273977","https://openalex.org/W2026844293","https://openalex.org/W2027574385","https://openalex.org/W2038702827","https://openalex.org/W2052377591","https://openalex.org/W2071666535","https://openalex.org/W2074932610","https://openalex.org/W2075797452","https://openalex.org/W2084997682","https://openalex.org/W2087484885","https://openalex.org/W2126514505","https://openalex.org/W2151242492","https://openalex.org/W2179875044","https://openalex.org/W2227556501","https://openalex.org/W2327037637","https://openalex.org/W2560140854","https://openalex.org/W2609298558","https://openalex.org/W2622318647","https://openalex.org/W2625117584","https://openalex.org/W2725772702","https://openalex.org/W2748934427","https://openalex.org/W2791704566","https://openalex.org/W2806533964","https://openalex.org/W2907199351","https://openalex.org/W2945598125","https://openalex.org/W2948400601","https://openalex.org/W2952541564","https://openalex.org/W2966108802","https://openalex.org/W2990390600","https://openalex.org/W2995643537","https://openalex.org/W3013848609","https://openalex.org/W3030701010","https://openalex.org/W3113349807","https://openalex.org/W3176260500","https://openalex.org/W3186173180","https://openalex.org/W3204946721","https://openalex.org/W3210142070","https://openalex.org/W4200246476","https://openalex.org/W4212949095","https://openalex.org/W4214557348","https://openalex.org/W4235678817","https://openalex.org/W4282983277","https://openalex.org/W4296051445","https://openalex.org/W4307303117","https://openalex.org/W4309890414","https://openalex.org/W4310987271","https://openalex.org/W4318159412","https://openalex.org/W4321600721","https://openalex.org/W4323667734","https://openalex.org/W4360980380","https://openalex.org/W4378639249","https://openalex.org/W4386020593","https://openalex.org/W4387021426","https://openalex.org/W4389722570","https://openalex.org/W4391430140","https://openalex.org/W4391482811","https://openalex.org/W4391815818","https://openalex.org/W4394950425","https://openalex.org/W4399559030","https://openalex.org/W4399992966","https://openalex.org/W4403548779","https://openalex.org/W4410329414"],"related_works":["https://openalex.org/W2348387722","https://openalex.org/W2922207162","https://openalex.org/W1979384980","https://openalex.org/W2072584216","https://openalex.org/W2731835750","https://openalex.org/W3195190933","https://openalex.org/W2328132595","https://openalex.org/W17260207","https://openalex.org/W2302126946","https://openalex.org/W4255975601"],"abstract_inverted_index":{"Abstract":[0],"Proficiency":[1],"in":[2,11,27,85,101,160,179,218],"written":[3],"communication":[4],"is":[5],"an":[6,102,119,233],"essential":[7],"prerequisite":[8],"for":[9],"achievement":[10],"both":[12],"academic":[13],"settings":[14],"and":[15,25,30,56,82,98,106,113,135,185,195,216,221,247],"broader":[16],"life":[17],"contexts,":[18],"yet":[19],"many":[20],"struggle":[21],"with":[22,44,65],"initiating":[23],"writing":[24,54,115,133,148,169,186,219,245],"engaging":[26],"deep":[28],"self-reflection":[29],"text":[31],"revision.":[32],"To":[33,162],"address":[34],"this":[35,37],"challenge,":[36],"study":[38,62,225],"integrated":[39],"augmented":[40],"reality":[41],"(AR)":[42],"technology":[43],"formative":[45,79,95,110],"peer":[46,80,96,111],"assessment":[47,81,84,97,100,112],"(FPA)-based":[48],"feedback":[49,177,200],"methods":[50],"to":[51,73,138,151,227],"facilitate":[52],"students\u2019":[53,132],"performance":[55,134,149,220,246],"higher-order":[57,248],"thinking":[58],"(HOT).":[59],"An":[60],"empirical":[61],"was":[63],"conducted":[64],"110":[66],"Chinese":[67],"pupils,":[68],"who":[69],"were":[70,158],"randomly":[71],"assigned":[72],"three":[74],"groups:":[75],"a":[76,86,92,107],"group":[77,93,108],"using":[78,94,109],"teacher":[83,99],"traditional":[87],"lecture-based":[88],"learning":[89,239],"mode":[90,240],"(TFPA);":[91],"AR":[103,120],"environment":[104,121],"(AR-TFPA);":[105],"automated":[114],"evaluation":[116],"(AWE)":[117],"within":[118],"(AR-AFPA).":[122],"The":[123,223],"results":[124],"indicated":[125],"that":[126,192],"the":[127,139,143,152,168,173,180,193,203,206],"TFPA":[128,210],"approach":[129,145],"negatively":[130],"impacted":[131],"HOT":[136],"compared":[137,150],"AR-TFPA":[140,153],"approach.":[141],"While":[142],"AR-AFPA":[144,213],"positively":[146],"influenced":[147],"approach,":[154],"no":[155],"significant":[156],"differences":[157],"observed":[159],"HOT.":[161,222],"better":[163],"understand":[164],"how":[165,231],"FPA":[166,183,238],"facilitates":[167],"process,":[170],"we":[171],"examined":[172],"mediating":[174],"role":[175],"of":[176,198],"types":[178],"relationships":[181,204],"between":[182,205],"approaches":[184,208],"performance/higher-order":[187],"thinking.":[188,249],"Mediation":[189],"analysis":[190],"revealed":[191],"affective":[194],"cognitive":[196],"characteristics":[197],"received":[199],"significantly":[201],"mediated":[202],"adopted":[207],"(i.e.,":[209],"vs.":[211,214],"AR-TFPA;":[212],"AR-TFPA)":[215],"improvements":[217],"present":[224],"aimed":[226],"provide":[228],"insights":[229],"into":[230,236],"integrating":[232],"AWE":[234],"mechanism":[235],"AR-based":[237],"can":[241],"potentially":[242],"help":[243],"learners\u2019":[244]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
