{"id":"https://openalex.org/W7225560329","doi":"https://doi.org/10.35542/osf.io/b35wz_v1","title":"DATA SENSEMAKING: A THEORETICAL FRAMEWORK FOR SCIENTIFIC EXPLANATION AND KNOWLEDGE GENERATION","display_name":"DATA SENSEMAKING: A THEORETICAL FRAMEWORK FOR SCIENTIFIC EXPLANATION AND KNOWLEDGE GENERATION","publication_year":2026,"publication_date":"2026-11-08","ids":{"openalex":"https://openalex.org/W7225560329","doi":"https://doi.org/10.35542/osf.io/b35wz_v1"},"language":"en","primary_location":{"id":"doi:10.35542/osf.io/b35wz_v1","doi":"https://doi.org/10.35542/osf.io/b35wz_v1","is_oa":true,"landing_page_url":"https://doi.org/10.35542/osf.io/b35wz_v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306402530","display_name":"EdArXiv (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"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":null,"raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.35542/osf.io/b35wz_v1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5124969503","display_name":"Emmanuel Adeloju","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Emmanuel Adeloju","raw_affiliation_strings":["Arizona State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5124969503"],"corresponding_institution_ids":["https://openalex.org/I55732556"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"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":0.9829000234603882,"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":0.9829000234603882,"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/T11875","display_name":"Statistics Education and Methodologies","score":0.006000000052154064,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.001500000013038516,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/scientific-explanation","display_name":"scientific explanation","score":0.9120000004768372},{"id":"https://openalex.org/keywords/knowledge-production","display_name":"knowledge production","score":0.9639999866485596},{"id":"https://openalex.org/keywords/schemas","display_name":"schemas","score":0.656000018119812},{"id":"https://openalex.org/keywords/anchors","display_name":"anchors","score":0.7179999947547913},{"id":"https://openalex.org/keywords/frames","display_name":"frames","score":0.902999997138977},{"id":"https://openalex.org/keywords/hypothesis","display_name":"hypothesis","score":0.8880000114440918},{"id":"https://openalex.org/keywords/cognitive-constructs","display_name":"cognitive constructs","score":0.8489999771118164},{"id":"https://openalex.org/keywords/developmental-level","display_name":"developmental level","score":0.7559999823570251},{"id":"https://openalex.org/keywords/science-instruction","display_name":"science instruction","score":0.6880000233650208},{"id":"https://openalex.org/keywords/theoretical-framework","display_name":"theoretical framework","score":0.7860000133514404}],"concepts":[{"id":"https://openalex.org/C2780554381","wikidata":"https://www.wikidata.org/wiki/Q2063340","display_name":"Sensemaking","level":2,"score":0.9628000259399414},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.8532000184059143},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5968999862670898},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5012000203132629},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49399998784065247},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4260999858379364},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.3935999870300293},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.3776000142097473},{"id":"https://openalex.org/C14224292","wikidata":"https://www.wikidata.org/wiki/Q13600188","display_name":"Conceptual framework","level":2,"score":0.35280001163482666},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.34929999709129333},{"id":"https://openalex.org/C195732255","wikidata":"https://www.wikidata.org/wiki/Q981008","display_name":"Sociology of scientific knowledge","level":2,"score":0.31630000472068787},{"id":"https://openalex.org/C44877443","wikidata":"https://www.wikidata.org/wiki/Q2485457","display_name":"Science education","level":2,"score":0.3147999942302704},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3021000027656555},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.29339998960494995},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.28139999508857727},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2802000045776367},{"id":"https://openalex.org/C2781329482","wikidata":"https://www.wikidata.org/wiki/Q3823192","display_name":"Conceptual change","level":2,"score":0.27250000834465027},{"id":"https://openalex.org/C187029079","wikidata":"https://www.wikidata.org/wiki/Q958679","display_name":"Cognitive reframing","level":2,"score":0.26269999146461487},{"id":"https://openalex.org/C36727532","wikidata":"https://www.wikidata.org/wiki/Q861399","display_name":"Educational research","level":2,"score":0.2563999891281128},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.2542000114917755},{"id":"https://openalex.org/C110099512","wikidata":"https://www.wikidata.org/wiki/Q59115","display_name":"Philosophy of science","level":2,"score":0.25029999017715454}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.35542/osf.io/b35wz_v1","doi":"https://doi.org/10.35542/osf.io/b35wz_v1","is_oa":true,"landing_page_url":"https://doi.org/10.35542/osf.io/b35wz_v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306402530","display_name":"EdArXiv (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"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":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.35542/osf.io/b35wz_v1","doi":"https://doi.org/10.35542/osf.io/b35wz_v1","is_oa":true,"landing_page_url":"https://doi.org/10.35542/osf.io/b35wz_v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306402530","display_name":"EdArXiv (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"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":null,"raw_type":"posted-content"},"sustainable_development_goals":[{"display_name":"Quality education","score":0.8278999924659729,"id":"https://metadata.un.org/sdg/4"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4207085252","https://openalex.org/W2807636851","https://openalex.org/W7203712836","https://openalex.org/W3164481756","https://openalex.org/W2050458387","https://openalex.org/W1564003858","https://openalex.org/W2531074333","https://openalex.org/W4412591005","https://openalex.org/W4389301299","https://openalex.org/W6939691046"],"abstract_inverted_index":{"Sensemaking":[0,63],"research":[1],"has":[2],"extensively":[3],"examined":[4],"how":[5,28,46],"people":[6],"construct":[7,30],"explanations":[8],"and":[9,31,75,87,106,121],"generate":[10],"knowledge,":[11],"yet":[12],"the":[13,50,69,82,94,118],"role":[14,70],"of":[15,52,71,99],"data":[16,39,47,72],"in":[17,73],"these":[18,91],"processes":[19],"remains":[20],"undertheorized.":[21],"Data":[22,62,100],"science":[23,35,111],"education":[24,36],"focuses":[25],"largely":[26],"on":[27,90],"learners":[29],"represent":[32],"data,":[33],"whereas":[34],"often":[37],"treats":[38],"as":[40,64],"given,":[41],"with":[42],"insufficient":[43],"attention":[44],"to":[45,49],"contributes":[48],"development":[51],"scientific":[53],"knowledge.":[54],"This":[55],"paper":[56,114],"proposes":[57],"a":[58,65],"theoretical":[59],"framework":[60,95],"for":[61,110,124],"process":[66],"that":[67,80],"centers":[68],"sensemaking":[74],"identifies":[76],"four":[77,107],"cognitive":[78],"constructs":[79],"shape":[81],"process:":[83],"schemas,":[84],"anchors,":[85],"frames,":[86],"hypotheses.":[88],"Building":[89],"conceptual":[92],"foundations,":[93],"specifies":[96],"five":[97,102],"dimensions":[98],"Sensemaking,":[101],"associated":[103],"developmental":[104],"levels,":[105],"instructional":[108],"principles":[109],"instruction.":[112],"The":[113],"concludes":[115],"by":[116],"examining":[117],"framework\u2019s":[119],"limitations":[120],"highlighting":[122],"directions":[123],"future":[125],"research.":[126]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-11-09T00:00:00"}