{"id":"https://openalex.org/W4411020176","doi":"https://doi.org/10.1021/acs.jchemed.5c00310","title":"SOCKit: An Online Tool for Systems Thinking","display_name":"SOCKit: An Online Tool for Systems Thinking","publication_year":2025,"publication_date":"2025-06-04","ids":{"openalex":"https://openalex.org/W4411020176","doi":"https://doi.org/10.1021/acs.jchemed.5c00310"},"language":"en","primary_location":{"id":"doi:10.1021/acs.jchemed.5c00310","doi":"https://doi.org/10.1021/acs.jchemed.5c00310","is_oa":true,"landing_page_url":"https://doi.org/10.1021/acs.jchemed.5c00310","pdf_url":"https://pubs.acs.org/doi/pdf/10.1021/acs.jchemed.5c00310?ref=article_openPDF","source":{"id":"https://openalex.org/S105208853","display_name":"Journal of Chemical Education","issn_l":"0021-9584","issn":["0021-9584","1938-1328"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","erih-plus","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320006","host_organization_name":"American Chemical Society","host_organization_lineage":["https://openalex.org/P4310320006"],"host_organization_lineage_names":["American Chemical Society"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Chemical Education","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://pubs.acs.org/doi/pdf/10.1021/acs.jchemed.5c00310?ref=article_openPDF","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055588368","display_name":"Robert MacDonald","orcid":"https://orcid.org/0000-0001-9935-6055","observed_orcids":["https://orcid.org/0000-0001-9935-6055"]},"institutions":[{"id":"https://openalex.org/I4210119767","display_name":"The King's University","ror":"https://ror.org/02p5gkq58","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119767"]},{"id":"https://openalex.org/I61614213","display_name":"The King's University","ror":"https://ror.org/048f5b183","country_code":"CA","type":"education","lineage":["https://openalex.org/I61614213"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Robert MacDonald","raw_affiliation_strings":["Department of Physics and the King\u2019s Centre for Visualization in Science","The King\u2019s University","Department of Physics and the King's Centre for Visualization in Science, The King's University, Edmonton, Alberta T6B 2H3, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics and the King\u2019s Centre for Visualization in Science","institution_ids":[]},{"raw_affiliation_string":"The King\u2019s University","institution_ids":["https://openalex.org/I4210119767","https://openalex.org/I61614213"]},{"raw_affiliation_string":"Department of Physics and the King's Centre for Visualization in Science, The King's University, Edmonton, Alberta T6B 2H3, Canada","institution_ids":["https://openalex.org/I61614213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088338632","display_name":"Ashley K. Elgersma","orcid":"https://orcid.org/0000-0002-5615-1153","observed_orcids":["https://orcid.org/0000-0002-5615-1153"]},"institutions":[{"id":"https://openalex.org/I4210119767","display_name":"The King's University","ror":"https://ror.org/02p5gkq58","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119767"]},{"id":"https://openalex.org/I61614213","display_name":"The King's University","ror":"https://ror.org/048f5b183","country_code":"CA","type":"education","lineage":["https://openalex.org/I61614213"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Ashley Elgersma","raw_affiliation_strings":["Department of Chemistry and the King\u2019s Centre for Visualization in Science","The King\u2019s University","Department of Chemistry and the King's Centre for Visualization in Science, The King's University, Edmonton, Alberta T6B 2H3, Canada"],"raw_orcid":"https://orcid.org/0000-0002-5615-1153","affiliations":[{"raw_affiliation_string":"Department of Chemistry and the King\u2019s Centre for Visualization in Science","institution_ids":[]},{"raw_affiliation_string":"The King\u2019s University","institution_ids":["https://openalex.org/I4210119767","https://openalex.org/I61614213"]},{"raw_affiliation_string":"Department of Chemistry and the King's Centre for Visualization in Science, The King's University, Edmonton, Alberta T6B 2H3, Canada","institution_ids":["https://openalex.org/I61614213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090502899","display_name":"Thomas A. Holme","orcid":"https://orcid.org/0000-0003-0590-5848","observed_orcids":["https://orcid.org/0000-0003-0590-5848"]},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas Holme","raw_affiliation_strings":["Department of Chemistry","Iowa State University"],"raw_orcid":"https://orcid.org/0000-0003-0590-5848","affiliations":[{"raw_affiliation_string":"Department of Chemistry","institution_ids":[]},{"raw_affiliation_string":"Iowa State University","institution_ids":["https://openalex.org/I173911158"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jeff Snyder","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210119767","display_name":"The King's University","ror":"https://ror.org/02p5gkq58","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119767"]},{"id":"https://openalex.org/I61614213","display_name":"The King's University","ror":"https://ror.org/048f5b183","country_code":"CA","type":"education","lineage":["https://openalex.org/I61614213"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Jeff Snyder","raw_affiliation_strings":["Department of Physics and the King\u2019s Centre for Visualization in Science","The King\u2019s University","Department of Physics and the King's Centre for Visualization in Science, The King's University, Edmonton, Alberta T6B 2H3, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics and the King\u2019s Centre for Visualization in Science","institution_ids":[]},{"raw_affiliation_string":"The King\u2019s University","institution_ids":["https://openalex.org/I4210119767","https://openalex.org/I61614213"]},{"raw_affiliation_string":"Department of Physics and the King's Centre for Visualization in Science, The King's University, Edmonton, Alberta T6B 2H3, Canada","institution_ids":["https://openalex.org/I61614213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075267219","display_name":"Micke Reynders","orcid":"https://orcid.org/0000-0001-6014-7512","observed_orcids":["https://orcid.org/0000-0001-6014-7512"]},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Micke Reynders","raw_affiliation_strings":["Department of Chemistry","Iowa State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemistry","institution_ids":[]},{"raw_affiliation_string":"Iowa State University","institution_ids":["https://openalex.org/I173911158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015762163","display_name":"Peter G. Mahaffy","orcid":"https://orcid.org/0000-0002-0650-7414","observed_orcids":["https://orcid.org/0000-0002-0650-7414"]},"institutions":[{"id":"https://openalex.org/I4210119767","display_name":"The King's University","ror":"https://ror.org/02p5gkq58","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119767"]},{"id":"https://openalex.org/I61614213","display_name":"The King's University","ror":"https://ror.org/048f5b183","country_code":"CA","type":"education","lineage":["https://openalex.org/I61614213"]}],"countries":["CA","US"],"is_corresponding":true,"raw_author_name":"Peter Mahaffy","raw_affiliation_strings":["Department of Chemistry and the King\u2019s Centre for Visualization in Science","The King\u2019s University","Department of Chemistry and the King's Centre for Visualization in Science, The King's University, Edmonton, Alberta T6B 2H3, Canada"],"raw_orcid":"https://orcid.org/0000-0002-0650-7414","affiliations":[{"raw_affiliation_string":"Department of Chemistry and the King\u2019s Centre for Visualization in Science","institution_ids":[]},{"raw_affiliation_string":"The King\u2019s University","institution_ids":["https://openalex.org/I4210119767","https://openalex.org/I61614213"]},{"raw_affiliation_string":"Department of Chemistry and the King's Centre for Visualization in Science, The King's University, Edmonton, Alberta T6B 2H3, Canada","institution_ids":["https://openalex.org/I61614213"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5015762163"],"corresponding_institution_ids":["https://openalex.org/I4210119767","https://openalex.org/I61614213"],"apc_list":{"value":4500,"currency":"USD","value_usd":4500},"apc_paid":{"value":4500,"currency":"USD","value_usd":4500},"fwci":9.3792,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.9796655,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"102","issue":"7","first_page":"2990","last_page":"2996"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.31450000405311584,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.31450000405311584,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10072","display_name":"Science Education and Pedagogy","score":0.1420000046491623,"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/T11810","display_name":"Complex Systems and Decision Making","score":0.13379999995231628,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/systems-thinking","display_name":"systems thinking","score":0.996999979019165},{"id":"https://openalex.org/keywords/systems-mapping","display_name":"systems mapping","score":0.8690000176429749},{"id":"https://openalex.org/keywords/force-directed-graphs","display_name":"force-directed graphs","score":0.7039999961853027},{"id":"https://openalex.org/keywords/interactive-learning-tools","display_name":"interactive learning tools","score":0.6330000162124634},{"id":"https://openalex.org/keywords/chemistry-education","display_name":"chemistry education","score":0.7319999933242798},{"id":"https://openalex.org/keywords/complex-systems","display_name":"complex systems","score":0.7480000257492065},{"id":"https://openalex.org/keywords/sustainability-education","display_name":"sustainability education","score":0.5630000233650208},{"id":"https://openalex.org/keywords/online-visualization-tool","display_name":"online visualization tool","score":0.37700000405311584}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44431328773498535},{"id":"https://openalex.org/C44877443","wikidata":"https://www.wikidata.org/wiki/Q2485457","display_name":"Science education","level":2,"score":0.4196498394012451},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4177042543888092},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3530532419681549},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3251814544200897},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.28282755613327026}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1021/acs.jchemed.5c00310","doi":"https://doi.org/10.1021/acs.jchemed.5c00310","is_oa":true,"landing_page_url":"https://doi.org/10.1021/acs.jchemed.5c00310","pdf_url":"https://pubs.acs.org/doi/pdf/10.1021/acs.jchemed.5c00310?ref=article_openPDF","source":{"id":"https://openalex.org/S105208853","display_name":"Journal of Chemical Education","issn_l":"0021-9584","issn":["0021-9584","1938-1328"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","erih-plus","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320006","host_organization_name":"American Chemical Society","host_organization_lineage":["https://openalex.org/P4310320006"],"host_organization_lineage_names":["American Chemical Society"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Chemical Education","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1021/acs.jchemed.5c00310","doi":"https://doi.org/10.1021/acs.jchemed.5c00310","is_oa":true,"landing_page_url":"https://doi.org/10.1021/acs.jchemed.5c00310","pdf_url":"https://pubs.acs.org/doi/pdf/10.1021/acs.jchemed.5c00310?ref=article_openPDF","source":{"id":"https://openalex.org/S105208853","display_name":"Journal of Chemical Education","issn_l":"0021-9584","issn":["0021-9584","1938-1328"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","erih-plus","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320006","host_organization_name":"American Chemical Society","host_organization_lineage":["https://openalex.org/P4310320006"],"host_organization_lineage_names":["American Chemical Society"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Chemical Education","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8278999924659729,"id":"https://metadata.un.org/sdg/4","display_name":"Quality education"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G4043598974","display_name":null,"funder_award_id":"2020-014-3-050","funder_id":"https://openalex.org/F4320309421","funder_display_name":"International Union of Pure and Applied Chemistry"},{"id":"https://openalex.org/G7356478679","display_name":null,"funder_award_id":"435-2019-1022","funder_id":"https://openalex.org/F4320334617","funder_display_name":"Social Sciences and Humanities Research Council of Canada"}],"funders":[{"id":"https://openalex.org/F4320309421","display_name":"International Union of Pure and Applied Chemistry","ror":"https://ror.org/03ne2zw20"},{"id":"https://openalex.org/F4320310630","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16"},{"id":"https://openalex.org/F4320320970","display_name":"Deakin University","ror":"https://ror.org/02czsnj07"},{"id":"https://openalex.org/F4320334617","display_name":"Social Sciences and Humanities Research Council of Canada","ror":"https://ror.org/04j5jqy92"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411020176.pdf","grobid_xml":"https://content.openalex.org/works/W4411020176.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W363335636","https://openalex.org/W1954837135","https://openalex.org/W2008031488","https://openalex.org/W2944826525","https://openalex.org/W2945587553","https://openalex.org/W2985756878","https://openalex.org/W2994777351","https://openalex.org/W3031187737","https://openalex.org/W3126340909","https://openalex.org/W4230630381","https://openalex.org/W4243757263","https://openalex.org/W4289830749","https://openalex.org/W4365503844","https://openalex.org/W4390536169","https://openalex.org/W4396881180","https://openalex.org/W4399216284","https://openalex.org/W4401339864","https://openalex.org/W4401824564"],"related_works":["https://openalex.org/W7141603894","https://openalex.org/W2985756878","https://openalex.org/W4294343998","https://openalex.org/W4322737195","https://openalex.org/W6958580125","https://openalex.org/W4408098888","https://openalex.org/W7220857891","https://openalex.org/W4365503844","https://openalex.org/W6926598240","https://openalex.org/W2984934271"],"abstract_inverted_index":{"High":[0],"Resolution":[1],"Image":[2],"Download":[3],"MS":[4],"PowerPoint":[5],"Slide":[6],"Systems":[7,59],"thinking":[8,31,149],"is":[9,32,70],"an":[10,71,112],"important":[11,72],"skillset":[12],"for":[13,87,99,116],"understanding":[14,75],"dynamic":[15,89],"interactions":[16],"in":[17,34,79,92,101],"complex":[18],"systems.":[19],"In":[20],"recent":[21],"years,":[22],"there":[23,82],"has":[24,124],"been":[25,125],"a":[26,147],"growing":[27],"recognition":[28],"that":[29],"systems":[30,77,144,148],"needed":[33],"chemistry":[35,52],"education":[36],"to":[37,43,48,53,127,141],"show":[38],"the":[39,76,96],"interconnection":[40],"of":[41,51,74],"concepts,":[42],"encourage":[44],"student":[45],"engagement":[46],"and":[47,57,130,132,138,145],"connect":[49],"learning":[50,114],"global":[54],"sustainability":[55],"challenges":[56],"solutions.":[58],"mapping,":[60],"using":[61,120],"tools":[62,86],"such":[63],"as":[64],"Systems-Oriented":[65],"Concept":[66],"Map":[67],"Extensions":[68],"(SOCMEs),":[69],"aspect":[73],"involved":[78],"chemistry,":[80],"but":[81],"are":[83],"no":[84],"easy-to-use":[85],"creating":[88,118],"SOCMEs,":[90],"especially":[91],"educational":[93],"contexts.":[94],"At":[95],"King\u2019s":[97],"Centre":[98],"Visualization":[100],"Science":[102],"(KCVS.ca),":[103],"we":[104],"have":[105],"created":[106],"SOCKit":[107,123],"(SOCME":[108],"Online":[109],"Construction":[110],"Kit),":[111],"interactive":[113],"tool":[115],"dynamically":[117],"SOCMEs":[119,140],"force-directed":[121],"graphs.":[122],"designed":[126],"be":[128],"intuitive":[129],"mobile-friendly,":[131],"can":[133],"easily":[134],"create,":[135],"view,":[136],"modify,":[137],"share":[139],"better":[142],"understand":[143],"develop":[146],"toolbox.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":14},{"year":2025,"cited_by_count":2}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2025-10-10T00:00:00"}
