{"id":"https://openalex.org/W7204875686","doi":"https://doi.org/10.3390/jintelligence14090203","title":"Beyond Problem-Solving: Interactive Worked Examples as Pathways to Dual Teacher Expertise","display_name":"Beyond Problem-Solving: Interactive Worked Examples as Pathways to Dual Teacher Expertise","publication_year":2026,"publication_date":"2026-09-01","ids":{"openalex":"https://openalex.org/W7204875686","doi":"https://doi.org/10.3390/jintelligence14090203","pmid":"https://pubmed.ncbi.nlm.nih.gov/42783563"},"language":"en","primary_location":{"id":"doi:10.3390/jintelligence14090203","doi":"https://doi.org/10.3390/jintelligence14090203","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jintelligence14090203","pdf_url":null,"source":{"id":"https://openalex.org/S2737368440","display_name":"Journal of Intelligence","issn_l":"2079-3200","issn":["2079-3200"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","erih-plus","norway-1"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligence","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/jintelligence14090203","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000537852","display_name":"Tikva Ovadiya","orcid":"https://orcid.org/0000-0001-7855-1206","observed_orcids":["https://orcid.org/0000-0001-7855-1206"]},"institutions":[{"id":"https://openalex.org/I107326029","display_name":"Oranim Academic College of Education","ror":"https://ror.org/01539v588","country_code":"IL","type":"education","lineage":["https://openalex.org/I107326029"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Tikva Ovadiya","raw_affiliation_strings":["Department of Mathematics Education, Oranim Academic College of Education, Kiryat Tivon 3600600, Israel"],"raw_orcid":"https://orcid.org/0000-0001-7855-1206","affiliations":[{"raw_affiliation_string":"Department of Mathematics Education, Oranim Academic College of Education, Kiryat Tivon 3600600, Israel","institution_ids":["https://openalex.org/I107326029"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5000537852"],"corresponding_institution_ids":["https://openalex.org/I107326029"],"apc_list":{"value":2600,"currency":"CHF","value_usd":3137},"apc_paid":{"value":2600,"currency":"CHF","value_usd":3137},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.74020568,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":"9","first_page":"203","last_page":"203"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11516","display_name":"Visual and Cognitive Learning Processes","score":0.5112000107765198,"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"}},"topics":[{"id":"https://openalex.org/T11516","display_name":"Visual and Cognitive Learning Processes","score":0.5112000107765198,"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/T10130","display_name":"Mathematics Education and Teaching Techniques","score":0.4772999882698059,"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/T10008","display_name":"Teacher Education and Leadership Studies","score":0.002899999963119626,"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/teacher-education","display_name":"teacher professional development","score":0.7620000243186951},{"id":"https://openalex.org/keywords/pedagogical-content-knowledge","display_name":"pedagogical content knowledge","score":0.8759999871253967},{"id":"https://openalex.org/keywords/mathematical-content-knowledge","display_name":"mathematics content knowledge","score":0.9670000076293945},{"id":"https://openalex.org/keywords/cognitive-load","display_name":"cognitive load","score":0.671999990940094},{"id":"https://openalex.org/keywords/extraneous-cognitive-load","display_name":"extraneous cognitive load","score":0.8330000042915344},{"id":"https://openalex.org/keywords/self-explanation","display_name":"self-explanation","score":0.7400000095367432},{"id":"https://openalex.org/keywords/schema-construction","display_name":"schema construction","score":0.8939999938011169},{"id":"https://openalex.org/keywords/non-routine-mathematical-problems","display_name":"non-routine mathematical problems","score":0.7149999737739563},{"id":"https://openalex.org/keywords/in-service-mathematics-teachers","display_name":"in-service mathematics teachers","score":0.8240000009536743},{"id":"https://openalex.org/keywords/cognitive-offloading","display_name":"cognitive offloading","score":0.7229999899864197},{"id":"https://openalex.org/keywords/emotional-engagement","display_name":"emotional engagement","score":0.7919999957084656},{"id":"https://openalex.org/keywords/multimedia-learning","display_name":"multimedia learning","score":0.6169999837875366}],"concepts":[{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.6801000237464905},{"id":"https://openalex.org/C61641136","wikidata":"https://www.wikidata.org/wiki/Q1107019","display_name":"Cognitive load","level":3,"score":0.6549999713897705},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.6269000172615051},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5360000133514404},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.5317999720573425},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.44209998846054077},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4383000135421753},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.41119998693466187},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4009000062942505},{"id":"https://openalex.org/C51067260","wikidata":"https://www.wikidata.org/wiki/Q828812","display_name":"Professional development","level":2,"score":0.3921999931335449},{"id":"https://openalex.org/C159456220","wikidata":"https://www.wikidata.org/wiki/Q667334","display_name":"Instructional design","level":2,"score":0.38339999318122864},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.3765999972820282},{"id":"https://openalex.org/C92393732","wikidata":"https://www.wikidata.org/wiki/Q1790374","display_name":"Learning theory","level":2,"score":0.36239999532699585},{"id":"https://openalex.org/C48164120","wikidata":"https://www.wikidata.org/wiki/Q4491893","display_name":"Concept learning","level":2,"score":0.3407000005245209},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.3393999934196472},{"id":"https://openalex.org/C66783780","wikidata":"https://www.wikidata.org/wiki/Q1166625","display_name":"Mathematical problem","level":2,"score":0.3384000062942505},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.33719998598098755},{"id":"https://openalex.org/C2776716048","wikidata":"https://www.wikidata.org/wiki/Q6045290","display_name":"Interactive Learning","level":2,"score":0.3244999945163727},{"id":"https://openalex.org/C140441792","wikidata":"https://www.wikidata.org/wiki/Q2910672","display_name":"Cognitive development","level":3,"score":0.3165000081062317},{"id":"https://openalex.org/C156325361","wikidata":"https://www.wikidata.org/wiki/Q1152864","display_name":"Grounded theory","level":3,"score":0.31470000743865967},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.30550000071525574},{"id":"https://openalex.org/C118147538","wikidata":"https://www.wikidata.org/wiki/Q1126970","display_name":"Metacognition","level":3,"score":0.2928999960422516},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2824000120162964},{"id":"https://openalex.org/C2777220311","wikidata":"https://www.wikidata.org/wiki/Q6423340","display_name":"Knowledge acquisition","level":2,"score":0.2775999903678894},{"id":"https://openalex.org/C2781410774","wikidata":"https://www.wikidata.org/wiki/Q17008186","display_name":"Cognitive strategy","level":3,"score":0.2678999900817871},{"id":"https://openalex.org/C161407221","wikidata":"https://www.wikidata.org/wiki/Q4382939","display_name":"Cognitive model","level":3,"score":0.2630999982357025},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.25920000672340393}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/jintelligence14090203","doi":"https://doi.org/10.3390/jintelligence14090203","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jintelligence14090203","pdf_url":null,"source":{"id":"https://openalex.org/S2737368440","display_name":"Journal of Intelligence","issn_l":"2079-3200","issn":["2079-3200"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","erih-plus","norway-1"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligence","raw_type":"journal-article"},{"id":"pmid:42783563","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42783563","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligence","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:13608549","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13608549/","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13608549/pdf/jintelligence-14-00203.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Intell","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:4875207135ba4a4ba27d9226d2acef2c","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/4875207135ba4a4ba27d9226d2acef2c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Intelligence, Vol 14, Iss 9, p 203 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/jintelligence14090203","doi":"https://doi.org/10.3390/jintelligence14090203","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jintelligence14090203","pdf_url":null,"source":{"id":"https://openalex.org/S2737368440","display_name":"Journal of Intelligence","issn_l":"2079-3200","issn":["2079-3200"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","erih-plus","norway-1"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9901999831199646,"display_name":"Quality education","id":"https://metadata.un.org/sdg/4"}],"sustainable_development_goals_aurora":[{"score":0.7758335471153259,"display_name":"Quality education","id":"https://metadata.un.org/sdg/4"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1513845649","https://openalex.org/W1602862533","https://openalex.org/W1976637107","https://openalex.org/W1986285750","https://openalex.org/W1989827855","https://openalex.org/W2025097991","https://openalex.org/W2040127838","https://openalex.org/W2046675442","https://openalex.org/W2072819533","https://openalex.org/W2095377558","https://openalex.org/W2114908336","https://openalex.org/W2115258890","https://openalex.org/W2130736456","https://openalex.org/W2166667242","https://openalex.org/W2206805401","https://openalex.org/W2209611802","https://openalex.org/W2242555191","https://openalex.org/W2268628017","https://openalex.org/W2311167053","https://openalex.org/W2418960119","https://openalex.org/W2579555219","https://openalex.org/W2767795365","https://openalex.org/W2770294546","https://openalex.org/W2912199704","https://openalex.org/W2913144876","https://openalex.org/W2921821535","https://openalex.org/W3039373544","https://openalex.org/W3178619544","https://openalex.org/W3207774029","https://openalex.org/W4200032064","https://openalex.org/W4206516126","https://openalex.org/W4241464738","https://openalex.org/W4248610207","https://openalex.org/W4318473463","https://openalex.org/W4323665328","https://openalex.org/W4328142174","https://openalex.org/W4379233238","https://openalex.org/W4402685224","https://openalex.org/W4408716445","https://openalex.org/W4416415754","https://openalex.org/W7126154566"],"related_works":[],"abstract_inverted_index":{"Teacher":[0],"learning":[1,33,200],"presents":[2],"a":[3,36,57,224,243],"unique":[4],"cognitive":[5,27,65,83,94,118,206],"challenge:":[6],"educators":[7],"must":[8],"simultaneously":[9,169],"develop":[10],"mathematical":[11,103,154,182,218],"expertise":[12,76],"and":[13,79,85,95,106,116,142,156,166,175,219],"pedagogical":[14,107,171,220],"knowledge":[15,105],"for":[16,228],"teaching.":[17],"This":[18],"study":[19],"examines":[20],"how":[21,43],"interactive":[22,50,147,195],"worked":[23,51,129,187,211],"examples":[24,52,130,196,212],"function":[25],"as":[26,132,136,242,256],"tools":[28],"to":[29,62,151,163,215,247],"support":[30,198],"this":[31],"dual":[32],"process.":[34],"Using":[35],"qualitative,":[37],"exploratory":[38],"case-study":[39],"design,":[40,237],"I":[41,91],"investigated":[42],"30":[44],"in-service":[45],"mathematics":[46],"teachers":[47,126,168,214],"engaged":[48],"with":[49],"of":[53,101],"non-routine":[54],"problems":[55],"in":[56,88,140,201,250],"professional":[58,202,230],"development":[59,77],"setting":[60],"designed":[61,194],"reduce":[63],"extraneous":[64],"load":[66,119,207],"while":[67],"promoting":[68],"germane":[69],"processing.":[70],"Drawing":[71],"on":[72,82],"Cognitive":[73],"Load":[74],"Theory,":[75],"frameworks,":[78],"recent":[80],"perspectives":[81],"offloading":[84],"affective":[86],"engagement":[87],"multimedia":[89],"learning,":[90],"analyzed":[92],"the":[93,146,181,233],"emotional":[96],"mechanisms":[97,239],"underlying":[98],"teachers'":[99,112],"acquisition":[100],"both":[102,217],"content":[104,108],"knowledge.":[109],"Results":[110],"from":[111],"journals,":[113],"reflective":[114],"protocols,":[115],"self-assessed":[117],"measurements":[120],"reveal":[121],"three":[122],"key":[123],"findings:":[124],"First,":[125],"experienced":[127],"analyzing":[128],"not":[131],"passive":[133],"observation":[134],"but":[135],"active":[137],"problem-solving,":[138],"engaging":[139],"self-explanation":[141],"schema":[143],"construction.":[144],"Second,":[145],"format":[148],"enabled":[149],"them":[150],"discover":[152],"new":[153],"relationships":[155],"solution":[157],"strategies":[158],"that":[159,192],"were":[160],"previously":[161],"unavailable":[162],"them.":[164],"Third,":[165],"notably,":[167],"developed":[170],"insights-recognizing":[172],"instructional":[173],"approaches":[174],"anticipating":[176],"student":[177],"difficulties-while":[178],"working":[179],"through":[180,208],"content.":[183],"These":[184],"findings":[185],"extend":[186],"example":[188],"theory":[189],"by":[190],"demonstrating":[191],"carefully":[193],"can":[197],"dual-domain":[199],"contexts.":[203],"By":[204],"managing":[205],"scaffolded":[209],"interactivity,":[210],"enable":[213],"construct":[216],"schemas":[221],"concurrently,":[222],"suggesting":[223],"cognitively":[225],"efficient":[226],"pathway":[227],"teacher":[229],"development.":[231],"Given":[232],"study's":[234],"exploratory,":[235],"single-setting":[236],"these":[238],"are":[240],"offered":[241],"theoretically":[244],"grounded":[245],"account":[246],"be":[248],"tested":[249],"future":[251],"comparative":[252],"research":[253],"rather":[254],"than":[255],"definitive":[257],"causal":[258],"claims.":[259]},"counts_by_year":[],"updated_date":"2026-09-29T14:09:16.559479","created_date":"2026-09-02T00:00:00"}
