{"id":"https://openalex.org/W7218688121","doi":"https://doi.org/10.15294/jpii.v15i3.57359","title":"Global Trends and Thematic Evolution of Problem-Solving Research in Science Education: A Systematic Literature Review","display_name":"Global Trends and Thematic Evolution of Problem-Solving Research in Science Education: A Systematic Literature Review","publication_year":2026,"publication_date":"2026-09-29","ids":{"openalex":"https://openalex.org/W7218688121","doi":"https://doi.org/10.15294/jpii.v15i3.57359"},"language":"en","primary_location":{"id":"doi:10.15294/jpii.v15i3.57359","doi":"https://doi.org/10.15294/jpii.v15i3.57359","is_oa":true,"landing_page_url":"https://doi.org/10.15294/jpii.v15i3.57359","pdf_url":"https://journal.unnes.ac.id/journals/jpii/article/download/57359/11584","source":{"id":"https://openalex.org/S2736672052","display_name":"Jurnal Pendidikan IPA Indonesia","issn_l":"2089-4392","issn":["2089-4392","2339-1286"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","jufo-1","poland-40","russia-white-list-1"],"host_organization":"https://openalex.org/P4310315184","host_organization_name":"State University of Semarang","host_organization_lineage":["https://openalex.org/P4310315184"],"host_organization_lineage_names":["State University of Semarang"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Pendidikan IPA Indonesia","raw_type":"journal-article"},"volume":null,"type":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journal.unnes.ac.id/journals/jpii/article/download/57359/11584","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009160075","display_name":"Miranita Khusniati","orcid":"https://orcid.org/0000-0003-1797-6694","observed_orcids":["https://orcid.org/0000-0003-1797-6694"]},"institutions":[{"id":"https://openalex.org/I148158369","display_name":"State University of Semarang","ror":"https://ror.org/02fsk7e17","country_code":"ID","type":"education","lineage":["https://openalex.org/I148158369"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Miranita Khusniati","raw_affiliation_strings":["Universitas Negeri Semarang"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Negeri Semarang","institution_ids":["https://openalex.org/I148158369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5156598670","display_name":"Sarwanto","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I119896790","display_name":"Sebelas Maret University","ror":"https://ror.org/021hq5q33","country_code":"ID","type":"education","lineage":["https://openalex.org/I119896790"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Sarwanto","raw_affiliation_strings":["Universitas Sebelas Maret"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Sebelas Maret","institution_ids":["https://openalex.org/I119896790"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086756426","display_name":"Sri Yamtinah","orcid":"https://orcid.org/0000-0001-5616-4897","observed_orcids":["https://orcid.org/0000-0001-5616-4897"]},"institutions":[{"id":"https://openalex.org/I119896790","display_name":"Sebelas Maret University","ror":"https://ror.org/021hq5q33","country_code":"ID","type":"education","lineage":["https://openalex.org/I119896790"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Sri Yamtinah","raw_affiliation_strings":["Universitas Sebelas Maret"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Sebelas Maret","institution_ids":["https://openalex.org/I119896790"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5156343709","display_name":"Parmin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I148158369","display_name":"State University of Semarang","ror":"https://ror.org/02fsk7e17","country_code":"ID","type":"education","lineage":["https://openalex.org/I148158369"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Parmin","raw_affiliation_strings":["Universitas Negeri Semarang"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Negeri Semarang","institution_ids":["https://openalex.org/I148158369"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2750000,"currency":"IDR","value_usd":180},"apc_paid":{"value":2750000,"currency":"IDR","value_usd":180},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.7247123,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"15","issue":"3","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":0.9872999787330627,"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":0.9872999787330627,"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/T11299","display_name":"Problem and Project Based Learning","score":0.006899999920278788,"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/T12590","display_name":"STEM Education","score":0.0026000000070780516,"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/problem-solving","display_name":"problem solving","score":0.6119999885559082},{"id":"https://openalex.org/keywords/science-education","display_name":"science education","score":0.925000011920929},{"id":"https://openalex.org/keywords/research-trends","display_name":"research trends","score":0.9340000152587891},{"id":"https://openalex.org/keywords/problem-types","display_name":"problem types","score":0.781000018119812},{"id":"https://openalex.org/keywords/authentic-problems","display_name":"authentic problems","score":0.6919999718666077},{"id":"https://openalex.org/keywords/stem-education","display_name":"STEM education","score":0.578000009059906},{"id":"https://openalex.org/keywords/project-based-learning","display_name":"project-based learning","score":0.8569999933242798},{"id":"https://openalex.org/keywords/design-pedagogy","display_name":"design pedagogy","score":0.6940000057220459},{"id":"https://openalex.org/keywords/sustainability","display_name":"sustainability","score":0.3569999933242798},{"id":"https://openalex.org/keywords/contextual-learning","display_name":"contextual learning","score":0.7960000038146973},{"id":"https://openalex.org/keywords/physical-sciences","display_name":"physical sciences","score":0.40400001406669617},{"id":"https://openalex.org/keywords/earth-and-environmental-sciences","display_name":"earth and environmental sciences","score":0.621999979019165},{"id":"https://openalex.org/keywords/multidimensional-outcomes","display_name":"multidimensional outcomes","score":0.5099999904632568}],"concepts":[{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.6039000153541565},{"id":"https://openalex.org/C100521375","wikidata":"https://www.wikidata.org/wiki/Q2015382","display_name":"Competence (human resources)","level":2,"score":0.599399983882904},{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.5654000043869019},{"id":"https://openalex.org/C93692415","wikidata":"https://www.wikidata.org/wiki/Q1502030","display_name":"Thematic map","level":2,"score":0.5376999974250793},{"id":"https://openalex.org/C74196892","wikidata":"https://www.wikidata.org/wiki/Q7781188","display_name":"Thematic analysis","level":3,"score":0.4706000089645386},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.40459999442100525},{"id":"https://openalex.org/C44877443","wikidata":"https://www.wikidata.org/wiki/Q2485457","display_name":"Science education","level":2,"score":0.37439998984336853},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.34769999980926514},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.3375000059604645},{"id":"https://openalex.org/C178315738","wikidata":"https://www.wikidata.org/wiki/Q603441","display_name":"Bibliometrics","level":2,"score":0.30399999022483826},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.29319998621940613},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.27730000019073486},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2766999900341034},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.267300009727478}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15294/jpii.v15i3.57359","doi":"https://doi.org/10.15294/jpii.v15i3.57359","is_oa":true,"landing_page_url":"https://doi.org/10.15294/jpii.v15i3.57359","pdf_url":"https://journal.unnes.ac.id/journals/jpii/article/download/57359/11584","source":{"id":"https://openalex.org/S2736672052","display_name":"Jurnal Pendidikan IPA Indonesia","issn_l":"2089-4392","issn":["2089-4392","2339-1286"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","jufo-1","poland-40","russia-white-list-1"],"host_organization":"https://openalex.org/P4310315184","host_organization_name":"State University of Semarang","host_organization_lineage":["https://openalex.org/P4310315184"],"host_organization_lineage_names":["State University of Semarang"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Pendidikan IPA Indonesia","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b7389bf988e4474a9a78d7b5a8bacf28","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/b7389bf988e4474a9a78d7b5a8bacf28","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":"Jurnal Pendidikan IPA Indonesia, Vol 15, Iss 3 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15294/jpii.v15i3.57359","doi":"https://doi.org/10.15294/jpii.v15i3.57359","is_oa":true,"landing_page_url":"https://doi.org/10.15294/jpii.v15i3.57359","pdf_url":"https://journal.unnes.ac.id/journals/jpii/article/download/57359/11584","source":{"id":"https://openalex.org/S2736672052","display_name":"Jurnal Pendidikan IPA Indonesia","issn_l":"2089-4392","issn":["2089-4392","2339-1286"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","jufo-1","poland-40","russia-white-list-1"],"host_organization":"https://openalex.org/P4310315184","host_organization_name":"State University of Semarang","host_organization_lineage":["https://openalex.org/P4310315184"],"host_organization_lineage_names":["State University of Semarang"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Pendidikan IPA Indonesia","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.6164000034332275}],"sustainable_development_goals_aurora":[],"study_designs":[{"id":"https://openalex.org/study-designs/systematic-review","display_name":"Systematic Review"}],"awards":[{"id":"https://openalex.org/G2519718815","display_name":null,"funder_award_id":"PL/2024","funder_id":"https://openalex.org/F4320331994","funder_display_name":"Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi"},{"id":"https://openalex.org/G2985116479","display_name":null,"funder_award_id":"086/E5/PG.02.00","funder_id":"https://openalex.org/F4320331994","funder_display_name":"Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi"},{"id":"https://openalex.org/G3067658851","display_name":null,"funder_award_id":"086/E5/PG02.00/PL/2024","funder_id":"https://openalex.org/F4320331994","funder_display_name":"Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi"},{"id":"https://openalex.org/G3778631299","display_name":null,"funder_award_id":"0459/E5/PG.02.00/2024.","funder_id":"https://openalex.org/F4320331994","funder_display_name":"Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi"}],"funders":[{"id":"https://openalex.org/F4320331994","display_name":"Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7218688121.pdf","grobid_xml":"https://content.openalex.org/works/W7218688121.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4412605147","https://openalex.org/W4406587031","https://openalex.org/W7216990551","https://openalex.org/W7223453964","https://openalex.org/W7138832458","https://openalex.org/W2116645062","https://openalex.org/W4410122470","https://openalex.org/W7154912051","https://openalex.org/W4393120332","https://openalex.org/W2192420585"],"abstract_inverted_index":{"Problem-solving":[0],"is":[1],"a":[2,43,64,157],"central":[3],"competence":[4],"in":[5,32,35,97,187],"science":[6,36,73,102,123,216],"education,":[7],"yet":[8],"its":[9],"research":[10,34,83],"landscape":[11],"remains":[12],"fragmented":[13],"across":[14],"domains,":[15],"problem":[16,75,136],"types,":[17,137],"pedagogical":[18,79],"contexts,":[19,162,165,177],"outcomes,":[20],"and":[21,29,50,89,103,109,116,119,121,129,141,153,168,180,214,226],"regions.":[22],"This":[23,198],"study":[24],"systematically":[25],"maps":[26],"global":[27],"trends":[28],"thematic":[30,52],"evolution":[31],"problem-solving":[33,85,196],"education":[37,217],"from":[38,59],"2005":[39],"to":[40,72,218],"2025.":[41],"Using":[42],"systematic":[44],"literature":[45],"review":[46,199],"supported":[47],"by":[48],"bibliographic":[49],"multidimensional":[51,169],"mapping,":[53],"457":[54],"analysis-ready":[55],"articles":[56,68],"were":[57,69,132],"selected":[58],"10,926":[60],"initial":[61],"records":[62],"through":[63],"PRISMA-oriented":[65],"procedure.":[66],"The":[67,92],"coded":[70],"according":[71],"domain,":[74],"type,":[76],"learning":[77,105],"context,":[78],"pathway,":[80],"main":[81],"outcome,":[82],"purpose,":[84],"role,":[86],"geographical":[87],"region,":[88],"citation":[90,147],"indicators.":[91],"findings":[93],"show":[94],"substantial":[95],"growth":[96],"the":[98,133,201],"field,":[99],"with":[100],"physical":[101],"chemistry":[104],"dominating":[106],"publication":[107],"volume":[108],"outcome":[110],"structures,":[111],"while":[112],"integrated":[113,195],"STEM,":[114,179],"environmental":[115,227],"earth":[117],"science,":[118],"life":[120],"health":[122],"remain":[124],"underrepresented.":[125],"Structured,":[126],"quantitative,":[127],"diagnostic,":[128],"experimental":[130,161],"tasks":[131],"most":[134],"established":[135],"whereas":[138],"open-ended,":[139],"real-world,":[140],"SSI-based":[142],"problems":[143],"showed":[144],"stronger":[145],"mean":[146],"impact":[148],"despite":[149],"lower":[150],"frequency.":[151],"Sankey":[152],"chord":[154],"diagrams":[155],"revealed":[156],"shift":[158],"toward":[159],"practical":[160],"authentic":[163,174,209],"societal":[164,225],"project/design":[166],"pedagogy,":[167],"outcomes.":[170],"Despite":[171],"these":[172],"developments,":[173],"problems,":[175],"sustainability-related":[176],"interdisciplinary":[178,215],"project-oriented":[181],"pedagogies":[182],"are":[183],"still":[184],"frequently":[185],"examined":[186],"isolation":[188],"rather":[189],"than":[190],"as":[191],"components":[192],"of":[193],"an":[194],"framework.":[197],"highlights":[200],"need":[202],"for":[203,222],"more":[204],"integrative":[205],"approaches":[206],"that":[207],"connect":[208],"problem-solving,":[210],"contextual":[211],"learning,":[212],"sustainability,":[213],"support":[219],"transferable":[220],"competencies":[221],"addressing":[223],"contemporary":[224],"challenges.":[228]},"counts_by_year":[],"updated_date":"2026-10-29T09:56:32.521200","created_date":"2026-10-04T00:00:00"}
