{"id":"https://openalex.org/W2945785511","doi":"https://doi.org/10.1080/10494820.2019.1620290","title":"Interaction patterns in exploratory learning environments for mathematics: a sequential analysis of feedback and external representations in Chinese schools","display_name":"Interaction patterns in exploratory learning environments for mathematics: a sequential analysis of feedback and external representations in Chinese schools","publication_year":2019,"publication_date":"2019-05-20","ids":{"openalex":"https://openalex.org/W2945785511","doi":"https://doi.org/10.1080/10494820.2019.1620290","mag":"2945785511"},"language":"en","primary_location":{"id":"doi:10.1080/10494820.2019.1620290","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10494820.2019.1620290","pdf_url":null,"source":{"id":"https://openalex.org/S90466346","display_name":"Interactive Learning Environments","issn_l":"1049-4820","issn":["1049-4820","1744-5191"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interactive Learning Environments","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://discovery.ucl.ac.uk/10084347/3/Mavrikis_Interaction_Patterns_and_Sequences%EF%BC%88final%EF%BC%89WH.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100369374","display_name":"Jingjing Zhang","orcid":"https://orcid.org/0000-0002-0584-534X"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingjing Zhang","raw_affiliation_strings":["Big Data Centre for Technology-mediated Education, Beijing Normal University, Beijing, People\u2019s Republic of China","Big Data Centre for Technology-mediated Education, Beijing Normal University, Beijing, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0002-0584-534X","affiliations":[{"raw_affiliation_string":"Big Data Centre for Technology-mediated Education, Beijing Normal University, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I25254941"]},{"raw_affiliation_string":"Big Data Centre for Technology-mediated Education, Beijing Normal University, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078355966","display_name":"Ming Gao","orcid":"https://orcid.org/0000-0003-0129-703X"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ming Gao","raw_affiliation_strings":["Research Centre of Distance Education, Beijing Normal University, Beijing, People\u2019s Republic of China","Research Centre of Distance Education, Beijing Normal University, Beijing, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0003-0129-703X","affiliations":[{"raw_affiliation_string":"Research Centre of Distance Education, Beijing Normal University, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I25254941"]},{"raw_affiliation_string":"Research Centre of Distance Education, Beijing Normal University, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033299848","display_name":"W. Holmes","orcid":null},"institutions":[{"id":"https://openalex.org/I204136569","display_name":"The Open University","ror":"https://ror.org/05mzfcs16","country_code":"GB","type":"education","lineage":["https://openalex.org/I204136569"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Wayne Holmes","raw_affiliation_strings":["Institute of Educational Technology, Open University, Milton Kin, UK"],"raw_orcid":"https://orcid.org/0000-0002-8352-1594","affiliations":[{"raw_affiliation_string":"Institute of Educational Technology, Open University, Milton Kin, UK","institution_ids":["https://openalex.org/I204136569"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001848205","display_name":"Manolis Mavrikis","orcid":"https://orcid.org/0000-0003-0575-0823"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Manolis Mavrikis","raw_affiliation_strings":["UCL Knowledge Lab, University College London, London, UK"],"raw_orcid":"https://orcid.org/0000-0003-0575-0823","affiliations":[{"raw_affiliation_string":"UCL Knowledge Lab, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010760592","display_name":"Ning Ma","orcid":"https://orcid.org/0000-0002-1941-724X"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ning Ma","raw_affiliation_strings":["Advanced Innovation Center for Future Education, Beijing Normal University, Beijing, People\u2019s Republic of China","Advanced Innovation Center for Future Education, Beijing Normal University, Beijing, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Innovation Center for Future Education, Beijing Normal University, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I25254941"]},{"raw_affiliation_string":"Advanced Innovation Center for Future Education, Beijing Normal University, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I25254941"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5010760592","https://openalex.org/A5078355966"],"corresponding_institution_ids":["https://openalex.org/I25254941"],"apc_list":null,"apc_paid":null,"fwci":2.0798,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.88202696,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"29","issue":"7","first_page":"1211","last_page":"1228"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9991999864578247,"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":0.9991999864578247,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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/T10162","display_name":"Online and Blended Learning","score":0.9861000180244446,"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/exploratory-research","display_name":"Exploratory research","score":0.6897872090339661},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.5937031507492065},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.4440380334854126},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43092456459999084},{"id":"https://openalex.org/keywords/exploratory-analysis","display_name":"Exploratory analysis","score":0.4124559760093689},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3562014698982239},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.15913823246955872}],"concepts":[{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.6897872090339661},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5937031507492065},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.4440380334854126},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43092456459999084},{"id":"https://openalex.org/C3018260909","wikidata":"https://www.wikidata.org/wiki/Q1322871","display_name":"Exploratory analysis","level":2,"score":0.4124559760093689},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3562014698982239},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.15913823246955872},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/10494820.2019.1620290","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10494820.2019.1620290","pdf_url":null,"source":{"id":"https://openalex.org/S90466346","display_name":"Interactive Learning Environments","issn_l":"1049-4820","issn":["1049-4820","1744-5191"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interactive Learning Environments","raw_type":"journal-article"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:10084347","is_oa":true,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/10084347/","pdf_url":"https://discovery.ucl.ac.uk/10084347/3/Mavrikis_Interaction_Patterns_and_Sequences%EF%BC%88final%EF%BC%89WH.pdf","source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Interactive Learning Environments , 29  (7)   pp. 1211-1228.   (2021)","raw_type":"Article"},{"id":"pmh:oai:oro.open.ac.uk:61367","is_oa":false,"landing_page_url":"https://oro.open.ac.uk/61367/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401187","display_name":"Open Research Online (The Open University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I204136569","host_organization_name":"The Open University","host_organization_lineage":["https://openalex.org/I204136569"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"PeerReviewed"}],"best_oa_location":{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:10084347","is_oa":true,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/10084347/","pdf_url":"https://discovery.ucl.ac.uk/10084347/3/Mavrikis_Interaction_Patterns_and_Sequences%EF%BC%88final%EF%BC%89WH.pdf","source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Interactive Learning Environments , 29  (7)   pp. 1211-1228.   (2021)","raw_type":"Article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8500000238418579}],"awards":[{"id":"https://openalex.org/G2978349240","display_name":null,"funder_award_id":"BNU-2019","funder_id":"https://openalex.org/F4320321432","funder_display_name":"Beijing Normal University"},{"id":"https://openalex.org/G6379800511","display_name":null,"funder_award_id":"AICFE-IO-013","funder_id":"https://openalex.org/F4320321432","funder_display_name":"Beijing Normal University"}],"funders":[{"id":"https://openalex.org/F4320321432","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2945785511.pdf"},"referenced_works_count":76,"referenced_works":["https://openalex.org/W73412541","https://openalex.org/W181850477","https://openalex.org/W1506519281","https://openalex.org/W1525368993","https://openalex.org/W1566363573","https://openalex.org/W1575941686","https://openalex.org/W1592113093","https://openalex.org/W1839524613","https://openalex.org/W1930726950","https://openalex.org/W1956389189","https://openalex.org/W1967182568","https://openalex.org/W1970649684","https://openalex.org/W1971688516","https://openalex.org/W1972034440","https://openalex.org/W1976637107","https://openalex.org/W1979857204","https://openalex.org/W1985283289","https://openalex.org/W1985446578","https://openalex.org/W1985835626","https://openalex.org/W1987602236","https://openalex.org/W1988753149","https://openalex.org/W1990100773","https://openalex.org/W1999819185","https://openalex.org/W2000738489","https://openalex.org/W2000741334","https://openalex.org/W2008385088","https://openalex.org/W2015197323","https://openalex.org/W2024105943","https://openalex.org/W2042543076","https://openalex.org/W2057491235","https://openalex.org/W2064711908","https://openalex.org/W2079777076","https://openalex.org/W2080211134","https://openalex.org/W2080610546","https://openalex.org/W2081693233","https://openalex.org/W2086235321","https://openalex.org/W2086779761","https://openalex.org/W2089490092","https://openalex.org/W2097989907","https://openalex.org/W2102099172","https://openalex.org/W2107429464","https://openalex.org/W2111384966","https://openalex.org/W2123165998","https://openalex.org/W2125829696","https://openalex.org/W2129178738","https://openalex.org/W2136291974","https://openalex.org/W2143048075","https://openalex.org/W2143959207","https://openalex.org/W2143991504","https://openalex.org/W2162353222","https://openalex.org/W2163721389","https://openalex.org/W2260487453","https://openalex.org/W2275548225","https://openalex.org/W2280291775","https://openalex.org/W2295205063","https://openalex.org/W2337878139","https://openalex.org/W2341941284","https://openalex.org/W2346854578","https://openalex.org/W2365463114","https://openalex.org/W2396184570","https://openalex.org/W2491498768","https://openalex.org/W2579262168","https://openalex.org/W2580826923","https://openalex.org/W2582491534","https://openalex.org/W2586387869","https://openalex.org/W2767426596","https://openalex.org/W2775105814","https://openalex.org/W2799550093","https://openalex.org/W2809111069","https://openalex.org/W2904197112","https://openalex.org/W2944704428","https://openalex.org/W2968909591","https://openalex.org/W4231371247","https://openalex.org/W4252578185","https://openalex.org/W4292003697","https://openalex.org/W6712103586"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W1835203835","https://openalex.org/W2375949218","https://openalex.org/W2361175230","https://openalex.org/W2351823592","https://openalex.org/W2092365312","https://openalex.org/W1880760005","https://openalex.org/W4327655918","https://openalex.org/W2366261375"],"abstract_inverted_index":{"Feedback":[0],"in":[1,32,54,91,118,129,151],"exploratory":[2,33,42,131],"learning":[3,34,43,132,166],"systems":[4],"has":[5],"been":[6],"depicted":[7],"as":[8],"an":[9,41,130],"important":[10],"contributor":[11],"to":[12,47,68,121,125,146,153,162],"encourage":[13],"exploration.":[14],"However,":[15],"few":[16],"studies":[17],"have":[18],"explored":[19],"learners\u2019":[20],"interaction":[21,141],"patterns":[22,97,142],"associated":[23],"with":[24],"feedback":[25,109],"and":[26,72,112],"the":[27,80,84,104,147],"use":[28,69,122],"of":[29,52,83,96,98,106,108],"external":[30,123],"representations":[31,124],"environments.":[35],"This":[36,134],"study":[37,135],"used":[38],"Fractions":[39,70,148],"Lab,":[40,71],"environment":[44],"for":[45],"mathematics,":[46],"facilitate":[48],"children\u2019s":[49],"conceptual":[50],"understanding":[51,95],"fractions":[53],"three":[55],"Chinese":[56],"schools.":[57],"Students":[58],"(n":[59],"=":[60],"189)":[61],"from":[62],"six":[63],"different":[64,116],"classes":[65],"were":[66,76],"invited":[67],"260,000":[73],"event":[74],"logs":[75],"collected.":[77],"Beyond":[78],"demonstrating":[79],"overall":[81],"efficacy":[82],"approach,":[85],"lag":[86],"sequential":[87],"analysis":[88],"supported":[89],"us":[90],"approaching":[92],"a":[93],"deeper":[94],"interaction.":[99],"The":[100],"findings":[101],"highlight":[102],"that":[103],"design":[105],"three-levels":[107],"(Socratic,":[110],"guidance,":[111],"didactic-procedural":[113],"feedback)":[114],"played":[115],"roles":[117],"supporting":[119],"students":[120],"perform":[126],"mathematical":[127],"tasks":[128],"environment.":[133],"sheds":[136],"light":[137],"on":[138,159],"how":[139],"these":[140],"might":[143],"be":[144],"applied":[145],"Lab":[149],"system":[150],"order":[152],"provide":[154],"increasingly":[155],"tailored":[156],"support,":[157],"based":[158],"cultural":[160],"differences,":[161],"enhance":[163],"students\u2019":[164],"technology-mediated":[165],"experiences.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
