{"id":"https://openalex.org/W19469441","doi":null,"title":"Using concept mapping to scaffold learning for students who experience learning difficulties in science classes","display_name":"Using concept mapping to scaffold learning for students who experience learning difficulties in science classes","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W19469441","mag":"19469441"},"language":"en","primary_location":{"id":"mag:19469441","doi":null,"is_oa":false,"landing_page_url":"https://eprints.qut.edu.au/31810/","pdf_url":null,"source":{"id":"https://openalex.org/S4306510306","display_name":"Faculty of Education","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Faculty of Education","raw_type":null},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"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/A5081711986","display_name":"Annette Kazakoff","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Annette Kazakoff","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5081711986"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10072","display_name":"Science Education and Pedagogy","score":0.9937000274658203,"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/T10072","display_name":"Science Education and Pedagogy","score":0.9937000274658203,"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/T11516","display_name":"Visual and Cognitive Learning Processes","score":0.003599999938160181,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.0017000000225380063,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/concept-mapping","display_name":"concept mapping","score":0.9940000176429749},{"id":"https://openalex.org/keywords/scaffolding","display_name":"scaffolding","score":0.9419999718666077},{"id":"https://openalex.org/keywords/learning-difficulties","display_name":"learning difficulties","score":0.7870000004768372},{"id":"https://openalex.org/keywords/science-education","display_name":"science education","score":0.6819999814033508},{"id":"https://openalex.org/keywords/junior-high-school-students","display_name":"junior high school students","score":0.8510000109672546},{"id":"https://openalex.org/keywords/working-memory","display_name":"working memory","score":0.8870000243186951},{"id":"https://openalex.org/keywords/scientific-literacy","display_name":"scientific literacy","score":0.753000020980835},{"id":"https://openalex.org/keywords/instructional-sequence","display_name":"instructional sequence","score":0.5870000123977661},{"id":"https://openalex.org/keywords/conceptual-understanding","display_name":"conceptual understanding","score":0.7590000033378601},{"id":"https://openalex.org/keywords/metacognition","display_name":"metacognition","score":0.7950000166893005},{"id":"https://openalex.org/keywords/interactive-dialogue","display_name":"interactive dialogue","score":0.8410000205039978}],"concepts":[{"id":"https://openalex.org/C200287777","wikidata":"https://www.wikidata.org/wiki/Q830115","display_name":"Concept map","level":2,"score":0.7152153849601746},{"id":"https://openalex.org/C118147538","wikidata":"https://www.wikidata.org/wiki/Q1126970","display_name":"Metacognition","level":3,"score":0.5627838969230652},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5343025922775269},{"id":"https://openalex.org/C44877443","wikidata":"https://www.wikidata.org/wiki/Q2485457","display_name":"Science education","level":2,"score":0.4548301696777344},{"id":"https://openalex.org/C48164120","wikidata":"https://www.wikidata.org/wiki/Q4491893","display_name":"Concept learning","level":2,"score":0.451130747795105},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4371689558029175},{"id":"https://openalex.org/C96427005","wikidata":"https://www.wikidata.org/wiki/Q98442705","display_name":"Learning sciences","level":3,"score":0.4257395267486572},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4207174479961395},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4181373715400696},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4180174469947815},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.23389136791229248},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"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":[{"id":"mag:19469441","doi":null,"is_oa":false,"landing_page_url":"https://eprints.qut.edu.au/31810/","pdf_url":null,"source":{"id":"https://openalex.org/S4306510306","display_name":"Faculty of Education","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Faculty of Education","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.975600004196167,"display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":169,"referenced_works":["https://openalex.org/W76036995","https://openalex.org/W81001171","https://openalex.org/W110667347","https://openalex.org/W134385645","https://openalex.org/W150095201","https://openalex.org/W158240012","https://openalex.org/W195350826","https://openalex.org/W229971392","https://openalex.org/W321967758","https://openalex.org/W659306968","https://openalex.org/W1482282643","https://openalex.org/W1496360631","https://openalex.org/W1558603010","https://openalex.org/W1566160072","https://openalex.org/W1584697775","https://openalex.org/W1588357886","https://openalex.org/W1590034142","https://openalex.org/W1603777841","https://openalex.org/W1699701598","https://openalex.org/W1767526351","https://openalex.org/W1962993599","https://openalex.org/W1963740018","https://openalex.org/W1964366354","https://openalex.org/W1965128925","https://openalex.org/W1965577909","https://openalex.org/W1966541421","https://openalex.org/W1970473694","https://openalex.org/W1975109577","https://openalex.org/W1975239282","https://openalex.org/W1975341443","https://openalex.org/W1975721018","https://openalex.org/W1976409652","https://openalex.org/W1976811300","https://openalex.org/W1977801226","https://openalex.org/W1979836286","https://openalex.org/W1980819260","https://openalex.org/W1981112875","https://openalex.org/W1982959293","https://openalex.org/W1983484967","https://openalex.org/W1983890415","https://openalex.org/W1984122601","https://openalex.org/W1985525819","https://openalex.org/W1987359083","https://openalex.org/W1988458481","https://openalex.org/W1989903700","https://openalex.org/W1993947338","https://openalex.org/W1995071853","https://openalex.org/W1995561708","https://openalex.org/W1996214106","https://openalex.org/W1999716706","https://openalex.org/W2000830595","https://openalex.org/W2001358220","https://openalex.org/W2002304148","https://openalex.org/W2002659974","https://openalex.org/W2008108590","https://openalex.org/W2008935784","https://openalex.org/W2009740304","https://openalex.org/W2009840174","https://openalex.org/W2009940525","https://openalex.org/W2010364458","https://openalex.org/W2013068849","https://openalex.org/W2013862396","https://openalex.org/W2014624375","https://openalex.org/W2018155477","https://openalex.org/W2018912830","https://openalex.org/W2020022174","https://openalex.org/W2024298893","https://openalex.org/W2024773874","https://openalex.org/W2025815112","https://openalex.org/W2034819500","https://openalex.org/W2037166243","https://openalex.org/W2037292664","https://openalex.org/W2038715141","https://openalex.org/W2039743361","https://openalex.org/W2044465819","https://openalex.org/W2045372538","https://openalex.org/W2045597501","https://openalex.org/W2046101937","https://openalex.org/W2048587776","https://openalex.org/W2048613949","https://openalex.org/W2048913389","https://openalex.org/W2049329776","https://openalex.org/W2051703592","https://openalex.org/W2054451030","https://openalex.org/W2055520010","https://openalex.org/W2062163045","https://openalex.org/W2062560706","https://openalex.org/W2065095717","https://openalex.org/W2065561905","https://openalex.org/W2066452439","https://openalex.org/W2067786805","https://openalex.org/W2068269005","https://openalex.org/W2068363302","https://openalex.org/W2069799175","https://openalex.org/W2072875864","https://openalex.org/W2073745565","https://openalex.org/W2074288364","https://openalex.org/W2074488521","https://openalex.org/W2074946959","https://openalex.org/W2075632956","https://openalex.org/W2076096246","https://openalex.org/W2077376607","https://openalex.org/W2079062249","https://openalex.org/W2080426302","https://openalex.org/W2082365911","https://openalex.org/W2083592620","https://openalex.org/W2084336771","https://openalex.org/W2084955984","https://openalex.org/W2085769588","https://openalex.org/W2087260116","https://openalex.org/W2088960437","https://openalex.org/W2089728281","https://openalex.org/W2090182000","https://openalex.org/W2091285033","https://openalex.org/W2091288139","https://openalex.org/W2092724399","https://openalex.org/W2093184844","https://openalex.org/W2095654983","https://openalex.org/W2096036274","https://openalex.org/W2096372696","https://openalex.org/W2097883877","https://openalex.org/W2098662846","https://openalex.org/W2100393556","https://openalex.org/W2104279103","https://openalex.org/W2104612617","https://openalex.org/W2105143610","https://openalex.org/W2105961748","https://openalex.org/W2106422082","https://openalex.org/W2106767263","https://openalex.org/W2112697742","https://openalex.org/W2116078966","https://openalex.org/W2117177562","https://openalex.org/W2120505552","https://openalex.org/W2120796230","https://openalex.org/W2122746007","https://openalex.org/W2123258018","https://openalex.org/W2128756248","https://openalex.org/W2130302876","https://openalex.org/W2130744162","https://openalex.org/W2132272727","https://openalex.org/W2132322867","https://openalex.org/W2133248590","https://openalex.org/W2135079444","https://openalex.org/W2137403365","https://openalex.org/W2140803911","https://openalex.org/W2142032566","https://openalex.org/W2143229126","https://openalex.org/W2144175936","https://openalex.org/W2146246571","https://openalex.org/W2151605842","https://openalex.org/W2152379890","https://openalex.org/W2156428507","https://openalex.org/W2156718476","https://openalex.org/W2157670160","https://openalex.org/W2162390035","https://openalex.org/W2162951660","https://openalex.org/W2163045127","https://openalex.org/W2165805288","https://openalex.org/W2165958009","https://openalex.org/W2170835627","https://openalex.org/W2184353798","https://openalex.org/W2429166741","https://openalex.org/W2487109564","https://openalex.org/W2495569318","https://openalex.org/W2505025833","https://openalex.org/W2769083743","https://openalex.org/W2885393654","https://openalex.org/W2992899887","https://openalex.org/W4239674937"],"related_works":["https://openalex.org/W6980695458","https://openalex.org/W3027524109","https://openalex.org/W3212891757","https://openalex.org/W99527554","https://openalex.org/W3198077781","https://openalex.org/W2488064600","https://openalex.org/W2269270125","https://openalex.org/W61749780","https://openalex.org/W2056442819","https://openalex.org/W2410987763"],"abstract_inverted_index":{"In":[0,96,234],"order":[1],"to":[2,14,31,69,88,203,219],"develop":[3],"scientific":[4],"literacy":[5],"students":[6,47,77,111,173,227],"need":[7],"the":[8,33,58,71,128,141,147,153,169,176,192,206,209,212,221,236,245],"cognitive":[9,21],"tools":[10],"that":[11,23,66,110,171,197],"enable":[12],"them":[13],"read":[15],"and":[16,60,149,191,242],"evaluate":[17],"science":[18,29,83,94,189,232],"texts.":[19],"One":[20],"tool":[22],"has":[24,43],"been":[25,44],"widely":[26],"used":[27,68,85],"in":[28,101,127,244],"education":[30],"aid":[32],"development":[34,59,222,246],"of":[35,62,92,135,146,155,178,184,188,194,208,214,223,239,247],"conceptual":[36,224,248],"understanding":[37,187,202,225,249],"is":[38,198],"concept":[39,51,86,115,157,179],"mapping.":[40],"However,":[41],"it":[42],"found":[45],"some":[46,145,172],"experience":[48,112,174,229],"difficulty":[49,81,113,170,230],"with":[50,82,114,152,159,175,226,231],"map":[52,116],"construction.":[53,117],"This":[54],"study":[55,98,119,143,167,210],"reports":[56],"on":[57],"evaluation":[61],"an":[63,186],"instructional":[64,195,217],"sequence":[65],"was":[67,120],"scaffold":[70],"concept-mapping":[72],"process":[73],"when":[74],"middle":[75],"school":[76],"who":[78,228],"were":[79],"experiencing":[80],"learning":[84,130],"mapping":[87,158,180],"summarise":[89],"a":[90,93,123,182],"chapter":[91],"text.":[95],"this":[97,166],"individual":[99],"differences":[100],"working":[102],"memory":[103],"functioning":[104],"are":[105,250],"suggested":[106],"as":[107,181],"one":[108],"reason":[109],"The":[118,133,162],"conducted":[121],"using":[122],"design-based":[124],"research":[125],"methodology":[126],"school\u2019s":[129],"support":[131,196,211],"centre.":[132],"analysis":[134],"student":[136],"work":[137],"samples":[138],"collected":[139],"during":[140,165],"two-year":[142],"identified":[144],"difficulties":[148],"benefits":[150],"associated":[151],"use":[154,177,213],"scaffolded":[156],"these":[160],"students.":[161],"observations":[163],"made":[164],"highlight":[168],"means":[183],"developing":[185],"concepts":[190],"amount":[193],"required":[199],"for":[200],"such":[201],"develop.":[204],"Specifically,":[205],"findings":[207],"multi-component,":[215],"multi-modal":[216],"techniques":[218],"facilitate":[220],"learning.":[233],"addition,":[235],"important":[237],"roles":[238],"interactive":[240],"dialogue":[241],"metacognition":[243],"identified.":[251]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}