{"id":"https://openalex.org/W7172425582","doi":"https://doi.org/10.70917/ijcisim-2026-3750","title":"Impact of Digital Concept Mapping on Learning Achievement of Prospective Teachers in Physical Science Pedagogy","display_name":"Impact of Digital Concept Mapping on Learning Achievement of Prospective Teachers in Physical Science Pedagogy","publication_year":2026,"publication_date":"2026-07-27","ids":{"openalex":"https://openalex.org/W7172425582","doi":"https://doi.org/10.70917/ijcisim-2026-3750"},"language":"en","primary_location":{"id":"doi:10.70917/ijcisim-2026-3750","doi":"https://doi.org/10.70917/ijcisim-2026-3750","is_oa":true,"landing_page_url":"https://doi.org/10.70917/ijcisim-2026-3750","pdf_url":"https://cspub-ijcisim.org/index.php/ijcisim/article/download/3750/2990","source":{"id":"https://openalex.org/S5406979607","display_name":"International Journal of Computer Information Systems and Industrial Management Applications","issn_l":"2150-7988","issn":["2150-7988"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","poland-40","russia-white-list-2"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Information Systems and Industrial Management Applications","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://cspub-ijcisim.org/index.php/ijcisim/article/download/3750/2990","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5117300366","display_name":"Piyali Bag","orcid":"https://orcid.org/0000-0002-5263-0085","observed_orcids":["https://orcid.org/0000-0002-5263-0085"]},"institutions":[{"id":"https://openalex.org/I4405256552","display_name":"JIS University","ror":"https://ror.org/049ndh460","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405256552"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Piyali Bag","raw_affiliation_strings":["Department of Education, JIS University, 81, Nilgunj Road, Kolkata \u2013 700109, West Bengal, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Education, JIS University, 81, Nilgunj Road, Kolkata \u2013 700109, West Bengal, India","institution_ids":["https://openalex.org/I4405256552"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5126670208","display_name":"Dr. Priya Mitra","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405256552","display_name":"JIS University","ror":"https://ror.org/049ndh460","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405256552"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Priya Mitra","raw_affiliation_strings":["Department of Education, JIS University, 81, Nilgunj Road, Kolkata \u2013 700109, West Bengal, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Education, JIS University, 81, Nilgunj Road, Kolkata \u2013 700109, West Bengal, India","institution_ids":["https://openalex.org/I4405256552"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4405256552"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":"11s","first_page":"221","last_page":"230"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10072","display_name":"Science Education and Pedagogy","score":0.8026999831199646,"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":0.8026999831199646,"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/T12931","display_name":"Educational Methods and Outcomes","score":0.08720000088214874,"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/T13386","display_name":"Educational Methods and Teacher Development","score":0.02590000070631504,"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/pre-service-teachers","display_name":"pre-service teachers","score":0.6809999942779541},{"id":"https://openalex.org/keywords/teacher-education","display_name":"teacher professional development","score":0.8399999737739563},{"id":"https://openalex.org/keywords/pedagogical-knowledge","display_name":"pedagogical knowledge","score":0.8600000143051147},{"id":"https://openalex.org/keywords/academic-achievement","display_name":"academic performance","score":0.7179999947547913},{"id":"https://openalex.org/keywords/constructivist-learning","display_name":"constructivist learning","score":0.7070000171661377},{"id":"https://openalex.org/keywords/gender-differences","display_name":"gender differences","score":0.628000020980835},{"id":"https://openalex.org/keywords/lecture-based-teaching","display_name":"lecture method","score":0.8149999976158142}],"concepts":[{"id":"https://openalex.org/C200287777","wikidata":"https://www.wikidata.org/wiki/Q830115","display_name":"Concept map","level":2,"score":0.6847000122070312},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.6696000099182129},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.5684000253677368},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5389999747276306},{"id":"https://openalex.org/C6314898","wikidata":"https://www.wikidata.org/wiki/Q14632398","display_name":"Physical science","level":2,"score":0.4790000021457672},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.46700000762939453},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.43299999833106995},{"id":"https://openalex.org/C71406770","wikidata":"https://www.wikidata.org/wiki/Q243253","display_name":"Physical education","level":2,"score":0.4180000126361847},{"id":"https://openalex.org/C44877443","wikidata":"https://www.wikidata.org/wiki/Q2485457","display_name":"Science education","level":2,"score":0.40369999408721924},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.400299996137619},{"id":"https://openalex.org/C2778310160","wikidata":"https://www.wikidata.org/wiki/Q4896466","display_name":"Meaningful learning","level":2,"score":0.37470000982284546},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.3698999881744385},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.3693999946117401},{"id":"https://openalex.org/C2780468074","wikidata":"https://www.wikidata.org/wiki/Q16628824","display_name":"Digital learning","level":2,"score":0.35530000925064087},{"id":"https://openalex.org/C48164120","wikidata":"https://www.wikidata.org/wiki/Q4491893","display_name":"Concept learning","level":2,"score":0.34549999237060547},{"id":"https://openalex.org/C81369262","wikidata":"https://www.wikidata.org/wiki/Q6165531","display_name":"Achievement test","level":3,"score":0.32580000162124634},{"id":"https://openalex.org/C2984419406","wikidata":"https://www.wikidata.org/wiki/Q2485457","display_name":"Science learning","level":3,"score":0.325300008058548},{"id":"https://openalex.org/C2781206393","wikidata":"https://www.wikidata.org/wiki/Q2748419","display_name":"Academic achievement","level":2,"score":0.3084000051021576},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3043000102043152},{"id":"https://openalex.org/C25260931","wikidata":"https://www.wikidata.org/wiki/Q5164510","display_name":"Constructivist teaching methods","level":3,"score":0.3009999990463257},{"id":"https://openalex.org/C133281099","wikidata":"https://www.wikidata.org/wiki/Q1783023","display_name":"Constructivism (international relations)","level":4,"score":0.2930999994277954},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.29010000824928284},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.2874999940395355},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.27889999747276306},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.27559998631477356},{"id":"https://openalex.org/C92936396","wikidata":"https://www.wikidata.org/wiki/Q1135710","display_name":"Social constructivism","level":2,"score":0.27250000834465027},{"id":"https://openalex.org/C2778048005","wikidata":"https://www.wikidata.org/wiki/Q7692612","display_name":"Technology integration","level":3,"score":0.26660001277923584},{"id":"https://openalex.org/C158592959","wikidata":"https://www.wikidata.org/wiki/Q869010","display_name":"Blended learning","level":3,"score":0.2567000091075897},{"id":"https://openalex.org/C2986206625","wikidata":"https://www.wikidata.org/wiki/Q18185","display_name":"Student achievement","level":3,"score":0.2554999887943268},{"id":"https://openalex.org/C2780805685","wikidata":"https://www.wikidata.org/wiki/Q1374230","display_name":"Teacher education","level":2,"score":0.2551000118255615},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.25440001487731934},{"id":"https://openalex.org/C2780909375","wikidata":"https://www.wikidata.org/wiki/Q1060990","display_name":"Problem-based learning","level":2,"score":0.2517000138759613}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.70917/ijcisim-2026-3750","doi":"https://doi.org/10.70917/ijcisim-2026-3750","is_oa":true,"landing_page_url":"https://doi.org/10.70917/ijcisim-2026-3750","pdf_url":"https://cspub-ijcisim.org/index.php/ijcisim/article/download/3750/2990","source":{"id":"https://openalex.org/S5406979607","display_name":"International Journal of Computer Information Systems and Industrial Management Applications","issn_l":"2150-7988","issn":["2150-7988"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","poland-40","russia-white-list-2"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Information Systems and Industrial Management Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.70917/ijcisim-2026-3750","doi":"https://doi.org/10.70917/ijcisim-2026-3750","is_oa":true,"landing_page_url":"https://doi.org/10.70917/ijcisim-2026-3750","pdf_url":"https://cspub-ijcisim.org/index.php/ijcisim/article/download/3750/2990","source":{"id":"https://openalex.org/S5406979607","display_name":"International Journal of Computer Information Systems and Industrial Management Applications","issn_l":"2150-7988","issn":["2150-7988"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","poland-40","russia-white-list-2"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Information Systems and Industrial Management Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":1.0,"display_name":"Quality education"}],"study_designs":[{"id":"https://openalex.org/study-designs/clinical-trial","display_name":"Clinical Trial"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7172425582.pdf","grobid_xml":"https://content.openalex.org/works/W7172425582.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1261943026","https://openalex.org/W1995668397","https://openalex.org/W2114339467","https://openalex.org/W2141909953","https://openalex.org/W2158739644","https://openalex.org/W2748049311","https://openalex.org/W2912364585","https://openalex.org/W3000584703","https://openalex.org/W3014652412","https://openalex.org/W3132690318","https://openalex.org/W3184410570","https://openalex.org/W3194847373","https://openalex.org/W4210295371","https://openalex.org/W4210744050","https://openalex.org/W4225318408","https://openalex.org/W4313592073","https://openalex.org/W4379516973","https://openalex.org/W4392691372","https://openalex.org/W4398248667","https://openalex.org/W4400625030","https://openalex.org/W4409725170","https://openalex.org/W4414783693","https://openalex.org/W4415430891","https://openalex.org/W4416590035","https://openalex.org/W7160447385"],"related_works":["https://openalex.org/W4394577174","https://openalex.org/W2902265287","https://openalex.org/W4379648114","https://openalex.org/W7096747689","https://openalex.org/W7220258195","https://openalex.org/W4403846712","https://openalex.org/W7077862693","https://openalex.org/W7125156435","https://openalex.org/W4283450805","https://openalex.org/W4415255726"],"abstract_inverted_index":{"The":[0,42],"integration":[1],"of":[2,36,98,142],"newfangled":[3],"pedagogical":[4,55,69,136],"frameworks":[5],"in":[6,15,34],"teacher":[7,17],"education":[8],"remains":[9],"crucial":[10],"for":[11,126,145],"addressing":[12],"persistent":[13],"challenges":[14],"science":[16,110,148],"preparation.":[18],"This":[19],"quasi-experimental":[20],"study":[21],"examined":[22],"digital":[23,46,82],"concept":[24,47,83],"mapping":[25,84],"effectiveness":[26,116],"versus":[27],"traditional":[28,91],"lecture-based":[29],"methods":[30],"on":[31],"learning":[32,87,104],"achievement":[33,88],"Pedagogy":[35],"Physical":[37],"Science":[38],"among":[39],"B.Ed.":[40,127],"students.":[41],"experimental":[43],"intervention":[44],"employed":[45],"mapping,":[48],"while":[49],"the":[50,72],"control":[51],"group":[52],"received":[53],"conventional":[54],"instruction":[56],"Data":[57],"were":[58,74],"gathered":[59],"using":[60],"a":[61],"validated":[62],"Learning":[63],"Achievement":[64],"Test":[65],"designed":[66],"to":[67,90,107],"assess":[68],"knowledge,":[70],"and":[71,103,119,139],"results":[73],"confirmed":[75],"through":[76],"statistical":[77],"analyses.":[78],"Findings":[79],"revealed":[80],"that":[81],"significantly":[85],"enhanced":[86],"compared":[89],"approaches.":[92],"Experimental":[93],"participants":[94],"showed":[95],"superior":[96],"understanding":[97],"teaching":[99],"methods,":[100],"assessment":[101],"techniques,":[102],"theories":[105],"fundamental":[106],"effective":[108],"physical":[109,147],"instruction.":[111],"Gender":[112],"analysis":[113],"indicated":[114],"equitable":[115],"across":[117],"male":[118],"female":[120],"participants.":[121],"Results":[122],"contribute":[123],"valuable":[124],"insights":[125],"curriculum":[128],"reform,":[129],"demonstrating":[130],"how":[131],"constructivist":[132],"approaches":[133],"can":[134],"enhance":[135],"knowledge":[137],"development":[138],"improve":[140],"preparation":[141],"future":[143],"educators":[144],"successful":[146],"classroom":[149],"practice.":[150]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-08-05T00:00:00"}
