{"id":"https://openalex.org/W2803367201","doi":"https://doi.org/10.1109/educon.2018.8363354","title":"System dynamics modelling to attract students to STEM","display_name":"System dynamics modelling to attract students to STEM","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2803367201","doi":"https://doi.org/10.1109/educon.2018.8363354","mag":"2803367201"},"language":"en","primary_location":{"id":"doi:10.1109/educon.2018.8363354","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon.2018.8363354","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Global Engineering Education Conference (EDUCON)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087311159","display_name":"Sohailah Alyammahi","orcid":null},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Sohailah Alyammahi","raw_affiliation_strings":["Khalifa University of Science and Technology, Abu Dhabi, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Khalifa University of Science and Technology, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057681993","display_name":"Rachad Zaki","orcid":"https://orcid.org/0000-0002-8959-9835"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Rachad Zaki","raw_affiliation_strings":["Khalifa University of Science and Technology, Abu Dhabi, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Khalifa University of Science and Technology, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068466790","display_name":"Hassan Barada","orcid":"https://orcid.org/0000-0002-4384-4735"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Hassan Barada","raw_affiliation_strings":["Khalifa University of Science and Technology, Abu Dhabi, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Khalifa University of Science and Technology, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077119932","display_name":"Yousof Al-Hammadi","orcid":"https://orcid.org/0000-0001-6469-9154"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Yousof Al-Hammadi","raw_affiliation_strings":["Khalifa University of Science and Technology, Abu Dhabi, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Khalifa University of Science and Technology, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5087311159"],"corresponding_institution_ids":["https://openalex.org/I176601375"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05226459,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1112","last_page":"1119"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11810","display_name":"Complex Systems and Decision Making","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T11810","display_name":"Complex Systems and Decision Making","score":0.9990000128746033,"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"}},{"id":"https://openalex.org/T12805","display_name":"Cognitive Science and Mapping","score":0.9599999785423279,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13163","display_name":"Organizational Learning and Leadership","score":0.9574000239372253,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.718677282333374},{"id":"https://openalex.org/keywords/system-dynamics","display_name":"System dynamics","score":0.7085610628128052},{"id":"https://openalex.org/keywords/minor","display_name":"Minor (academic)","score":0.6082177758216858},{"id":"https://openalex.org/keywords/engineering-education","display_name":"Engineering education","score":0.5111725926399231},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4580904245376587},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.43787091970443726},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4268677234649658},{"id":"https://openalex.org/keywords/systems-science","display_name":"Systems science","score":0.4181100130081177},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.297340989112854},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22825375199317932},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2023662030696869},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.18745261430740356},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.18129563331604004},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.1774621307849884},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.15012773871421814},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11551293730735779}],"concepts":[{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.718677282333374},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.7085610628128052},{"id":"https://openalex.org/C2779760435","wikidata":"https://www.wikidata.org/wiki/Q5396169","display_name":"Minor (academic)","level":2,"score":0.6082177758216858},{"id":"https://openalex.org/C5041995","wikidata":"https://www.wikidata.org/wiki/Q853745","display_name":"Engineering education","level":2,"score":0.5111725926399231},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4580904245376587},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.43787091970443726},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4268677234649658},{"id":"https://openalex.org/C117847474","wikidata":"https://www.wikidata.org/wiki/Q2167061","display_name":"Systems science","level":2,"score":0.4181100130081177},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.297340989112854},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22825375199317932},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2023662030696869},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.18745261430740356},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.18129563331604004},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.1774621307849884},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.15012773871421814},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11551293730735779},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/educon.2018.8363354","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon.2018.8363354","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Global Engineering Education Conference (EDUCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.800000011920929,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1988787638","https://openalex.org/W2029312821","https://openalex.org/W2165583900","https://openalex.org/W2535520936","https://openalex.org/W2538643461","https://openalex.org/W2542791581","https://openalex.org/W2988934653","https://openalex.org/W4241681441","https://openalex.org/W4297696547"],"related_works":["https://openalex.org/W4211139642","https://openalex.org/W2381418473","https://openalex.org/W2025879371","https://openalex.org/W2032986081","https://openalex.org/W4403119242","https://openalex.org/W1502305485","https://openalex.org/W826886275","https://openalex.org/W326831310","https://openalex.org/W4211080513","https://openalex.org/W2181721856"],"abstract_inverted_index":{"This":[0],"paper":[1],"demonstrates":[2],"how":[3],"a":[4],"K-12":[5],"educational":[6],"system":[7,12,68],"can":[8],"be":[9],"modeled":[10],"using":[11],"dynamics":[13,69],"in":[14,30,38,50,77],"order":[15],"to":[16,23,46,73],"recommend":[17],"policies":[18],"changes":[19],"with":[20,80],"the":[21,25,60,67,78],"objective":[22],"increase":[24],"number":[26],"of":[27],"students":[28],"interested":[29],"Science,":[31],"Technology,":[32],"Engineering,":[33],"and":[34,41,57],"Mathematics":[35],"(STEM)":[36],"subjects":[37],"high":[39],"schools":[40],"beyond,":[42],"as":[43,45],"well":[44],"improve":[47],"students'":[48],"performance":[49],"STEM":[51],"subjects.":[52],"Although":[53],"we":[54],"used":[55],"data":[56],"variables":[58],"from":[59],"United":[61],"Arab":[62],"Emirates":[63],"(UAE)":[64],"education":[65,75],"system,":[66],"model":[70],"is":[71],"applicable":[72],"many":[74],"systems":[76],"world":[79],"minor":[81],"modifications.":[82]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
