{"id":"https://openalex.org/W7006500639","doi":null,"title":"Towards Better Cultivating Tomorrow\u2019s STEM Workforce: An Investigation into Participants\u2019 Needs, Predictors of Success, and Physics Problem-Solving Abilities in the Physics Olympiad","display_name":"Towards Better Cultivating Tomorrow\u2019s STEM Workforce: An Investigation into Participants\u2019 Needs, Predictors of Success, and Physics Problem-Solving Abilities in the Physics Olympiad","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W7006500639"},"language":"en","primary_location":{"id":"pmh:oai:macau.uni-kiel.de:macau_mods_00005476","doi":null,"is_oa":true,"landing_page_url":"https://macau.uni-kiel.de/receive/macau_mods_00005476","pdf_url":"https://macau.uni-kiel.de/servlets/MCRFileNodeServlet/macau_derivate_00006892/Dissertation_Bib.pdf","source":{"id":"https://openalex.org/S4306402453","display_name":"MACAU: Open Access Repository of Kiel University (University Library Kiel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I32021983","host_organization_name":"Christian-Albrechts-Universit\u00e4t zu Kiel","host_organization_lineage":["https://openalex.org/I32021983"],"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":"dissertation"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://macau.uni-kiel.de/servlets/MCRFileNodeServlet/macau_derivate_00006892/Dissertation_Bib.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088956629","display_name":"Paul Tschisgale","orcid":"https://orcid.org/0000-0001-6763-2457","observed_orcids":["https://orcid.org/0000-0001-6763-2457"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Tschisgale, Paul","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5088956629"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"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":true,"primary_topic":{"id":"https://openalex.org/T12931","display_name":"Educational Methods and Outcomes","score":0.365200012922287,"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/T12931","display_name":"Educational Methods and Outcomes","score":0.365200012922287,"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/T10072","display_name":"Science Education and Pedagogy","score":0.14900000393390656,"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/T11122","display_name":"Online Learning and Analytics","score":0.10249999910593033,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/physics-olympiad","display_name":"physics olympiad","score":0.8370000123977661},{"id":"https://openalex.org/keywords/student-science-competitions","display_name":"student science competitions","score":0.7749999761581421},{"id":"https://openalex.org/keywords/stem-workforce-development","display_name":"STEM workforce development","score":0.7179999947547913},{"id":"https://openalex.org/keywords/physics-problem-solving","display_name":"physics problem solving","score":0.7649999856948853},{"id":"https://openalex.org/keywords/student-needs","display_name":"student needs","score":0.7070000171661377},{"id":"https://openalex.org/keywords/automated-feedback-systems","display_name":"automated feedback systems","score":0.9089999794960022},{"id":"https://openalex.org/keywords/ai-feedback","display_name":"AI-generated feedback","score":0.8109999895095825},{"id":"https://openalex.org/keywords/problem-solving-approach","display_name":"problem-solving approach","score":0.777999997138977},{"id":"https://openalex.org/keywords/process-mining","display_name":"process mining","score":0.6869999766349792},{"id":"https://openalex.org/keywords/sequence-analysis","display_name":"sequence analysis","score":0.9380000233650208}],"concepts":[{"id":"https://openalex.org/C130383907","wikidata":"https://www.wikidata.org/wiki/Q221956","display_name":"Olympiad","level":2,"score":0.9211999773979187},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6061999797821045},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5458999872207642},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.39079999923706055},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38929998874664307},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3384000062942505},{"id":"https://openalex.org/C154775046","wikidata":"https://www.wikidata.org/wiki/Q188","display_name":"German","level":2,"score":0.33390000462532043},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.326200008392334},{"id":"https://openalex.org/C50773583","wikidata":"https://www.wikidata.org/wiki/Q1294199","display_name":"Physics education","level":2,"score":0.31209999322891235},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.31189998984336853},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2939000129699707},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.2935999929904938},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.2759999930858612},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.27399998903274536},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25040000677108765}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:macau.uni-kiel.de:macau_mods_00005476","doi":null,"is_oa":true,"landing_page_url":"https://macau.uni-kiel.de/receive/macau_mods_00005476","pdf_url":"https://macau.uni-kiel.de/servlets/MCRFileNodeServlet/macau_derivate_00006892/Dissertation_Bib.pdf","source":{"id":"https://openalex.org/S4306402453","display_name":"MACAU: Open Access Repository of Kiel University (University Library Kiel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I32021983","host_organization_name":"Christian-Albrechts-Universit\u00e4t zu Kiel","host_organization_lineage":["https://openalex.org/I32021983"],"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":"dissertation"}],"best_oa_location":{"id":"pmh:oai:macau.uni-kiel.de:macau_mods_00005476","doi":null,"is_oa":true,"landing_page_url":"https://macau.uni-kiel.de/receive/macau_mods_00005476","pdf_url":"https://macau.uni-kiel.de/servlets/MCRFileNodeServlet/macau_derivate_00006892/Dissertation_Bib.pdf","source":{"id":"https://openalex.org/S4306402453","display_name":"MACAU: Open Access Repository of Kiel University (University Library Kiel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I32021983","host_organization_name":"Christian-Albrechts-Universit\u00e4t zu Kiel","host_organization_lineage":["https://openalex.org/I32021983"],"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":"dissertation"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.9235000014305115}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7006500639.pdf","grobid_xml":"https://content.openalex.org/works/W7006500639.grobid-xml"},"referenced_works_count":241,"referenced_works":["https://openalex.org/W107519103","https://openalex.org/W151377110","https://openalex.org/W168056465","https://openalex.org/W1514390741","https://openalex.org/W1515587369","https://openalex.org/W1523985187","https://openalex.org/W1579271636","https://openalex.org/W1662157630","https://openalex.org/W1723129825","https://openalex.org/W1759197990","https://openalex.org/W1911243878","https://openalex.org/W1940090105","https://openalex.org/W1947008137","https://openalex.org/W1967820519","https://openalex.org/W1970874123","https://openalex.org/W1971294185","https://openalex.org/W1972724743","https://openalex.org/W1980791845","https://openalex.org/W1980867644","https://openalex.org/W1981119341","https://openalex.org/W1982652137","https://openalex.org/W1982718027","https://openalex.org/W1986091349","https://openalex.org/W1989928556","https://openalex.org/W1991394887","https://openalex.org/W1991484526","https://openalex.org/W1992354224","https://openalex.org/W1995541249","https://openalex.org/W1997466229","https://openalex.org/W1997880598","https://openalex.org/W1998451630","https://openalex.org/W1998465512","https://openalex.org/W1999241660","https://openalex.org/W2005532382","https://openalex.org/W2006583081","https://openalex.org/W2008037924","https://openalex.org/W2008640468","https://openalex.org/W2015976994","https://openalex.org/W2016055764","https://openalex.org/W2016320097","https://openalex.org/W2018516812","https://openalex.org/W2019385718","https://openalex.org/W2020709343","https://openalex.org/W2024732646","https://openalex.org/W2025120727","https://openalex.org/W2025781576","https://openalex.org/W2033237680","https://openalex.org/W2034341767","https://openalex.org/W2035173808","https://openalex.org/W2036697018","https://openalex.org/W2037878469","https://openalex.org/W2038376281","https://openalex.org/W2039941235","https://openalex.org/W2039970902","https://openalex.org/W2041933412","https://openalex.org/W2043649179","https://openalex.org/W2044579390","https://openalex.org/W2045300586","https://openalex.org/W2051784815","https://openalex.org/W2058271572","https://openalex.org/W2059068900","https://openalex.org/W2059669144","https://openalex.org/W2068650141","https://openalex.org/W2069253414","https://openalex.org/W2069393304","https://openalex.org/W2071666535","https://openalex.org/W2072863550","https://openalex.org/W2075258753","https://openalex.org/W2075527596","https://openalex.org/W2077138513","https://openalex.org/W2077599165","https://openalex.org/W2078451758","https://openalex.org/W2079817125","https://openalex.org/W2081031067","https://openalex.org/W2083845368","https://openalex.org/W2083895637","https://openalex.org/W2087758481","https://openalex.org/W2089871805","https://openalex.org/W2092682569","https://openalex.org/W2092968198","https://openalex.org/W2093486376","https://openalex.org/W2093647185","https://openalex.org/W2096555119","https://openalex.org/W2099155179","https://openalex.org/W2101892923","https://openalex.org/W2107811114","https://openalex.org/W2111638337","https://openalex.org/W2113309897","https://openalex.org/W2114117041","https://openalex.org/W2114909733","https://openalex.org/W2115098571","https://openalex.org/W2117535423","https://openalex.org/W2122517769","https://openalex.org/W2126196453","https://openalex.org/W2128879035","https://openalex.org/W2134049139","https://openalex.org/W2134090198","https://openalex.org/W2138443793","https://openalex.org/W2141616287","https://openalex.org/W2146145775","https://openalex.org/W2147200107","https://openalex.org/W2147501816","https://openalex.org/W2155533310","https://openalex.org/W2159539728","https://openalex.org/W2160887486","https://openalex.org/W2161662311","https://openalex.org/W2164185374","https://openalex.org/W2164777277","https://openalex.org/W2166159176","https://openalex.org/W2169139847","https://openalex.org/W2170917993","https://openalex.org/W2174706414","https://openalex.org/W2179541540","https://openalex.org/W2180566385","https://openalex.org/W2208973571","https://openalex.org/W2229270207","https://openalex.org/W2292975504","https://openalex.org/W2303518126","https://openalex.org/W2315854583","https://openalex.org/W2340301237","https://openalex.org/W2374484276","https://openalex.org/W2466908408","https://openalex.org/W2469582275","https://openalex.org/W2469775770","https://openalex.org/W2477205605","https://openalex.org/W2500924415","https://openalex.org/W2508136467","https://openalex.org/W2516105516","https://openalex.org/W2546759213","https://openalex.org/W2550880872","https://openalex.org/W2565565897","https://openalex.org/W2581082906","https://openalex.org/W2587626243","https://openalex.org/W2601243251","https://openalex.org/W2607618454","https://openalex.org/W2633158309","https://openalex.org/W2724824384","https://openalex.org/W2734896486","https://openalex.org/W2738430698","https://openalex.org/W2749069611","https://openalex.org/W2762926057","https://openalex.org/W2766239808","https://openalex.org/W2767688018","https://openalex.org/W2769563773","https://openalex.org/W2772947605","https://openalex.org/W2779070469","https://openalex.org/W2786672974","https://openalex.org/W2796942848","https://openalex.org/W2802071138","https://openalex.org/W2883730939","https://openalex.org/W2893425640","https://openalex.org/W2896457183","https://openalex.org/W2897010717","https://openalex.org/W2902846710","https://openalex.org/W2904617504","https://openalex.org/W2909622566","https://openalex.org/W2920529430","https://openalex.org/W2929057889","https://openalex.org/W2939768990","https://openalex.org/W2941764382","https://openalex.org/W2947422597","https://openalex.org/W2949250841","https://openalex.org/W2950627632","https://openalex.org/W2953307569","https://openalex.org/W2964722401","https://openalex.org/W2966943609","https://openalex.org/W2972000072","https://openalex.org/W2973768028","https://openalex.org/W2979980024","https://openalex.org/W2982766877","https://openalex.org/W2990291490","https://openalex.org/W2994755396","https://openalex.org/W3000409346","https://openalex.org/W3000716014","https://openalex.org/W3004067956","https://openalex.org/W3005200238","https://openalex.org/W3005315712","https://openalex.org/W3011574394","https://openalex.org/W3016155260","https://openalex.org/W3016359281","https://openalex.org/W3030163527","https://openalex.org/W3031052835","https://openalex.org/W3032942076","https://openalex.org/W3035342968","https://openalex.org/W3041242936","https://openalex.org/W3048883315","https://openalex.org/W3087297528","https://openalex.org/W3087398895","https://openalex.org/W3088736593","https://openalex.org/W3090733981","https://openalex.org/W3096556630","https://openalex.org/W3114950584","https://openalex.org/W3126156095","https://openalex.org/W3129505046","https://openalex.org/W3132407402","https://openalex.org/W3134206423","https://openalex.org/W3135053409","https://openalex.org/W3160589955","https://openalex.org/W3175940510","https://openalex.org/W3183899249","https://openalex.org/W3190335418","https://openalex.org/W3191550339","https://openalex.org/W3199522193","https://openalex.org/W3202783996","https://openalex.org/W3203974287","https://openalex.org/W4206405131","https://openalex.org/W4210968171","https://openalex.org/W4212792737","https://openalex.org/W4221142221","https://openalex.org/W4226112058","https://openalex.org/W4243932450","https://openalex.org/W4247620771","https://openalex.org/W4280504396","https://openalex.org/W4281632842","https://openalex.org/W4282008324","https://openalex.org/W4283157527","https://openalex.org/W4289519276","https://openalex.org/W4292410993","https://openalex.org/W4293083349","https://openalex.org/W4295905006","https://openalex.org/W4310490700","https://openalex.org/W4315481003","https://openalex.org/W4362610991","https://openalex.org/W4379229606","https://openalex.org/W4383818129","https://openalex.org/W4386365948","https://openalex.org/W4386477850","https://openalex.org/W4388978389","https://openalex.org/W4390414972","https://openalex.org/W4390906189","https://openalex.org/W4391790090","https://openalex.org/W4392376513","https://openalex.org/W4392392350","https://openalex.org/W4392681577","https://openalex.org/W4399627833","https://openalex.org/W4400117221","https://openalex.org/W4405531030","https://openalex.org/W6889525567","https://openalex.org/W6906517707","https://openalex.org/W6944225959","https://openalex.org/W6962450137"],"related_works":["https://openalex.org/W4392376513","https://openalex.org/W7166200728","https://openalex.org/W4414549228","https://openalex.org/W4392392350","https://openalex.org/W4415600191","https://openalex.org/W4407812808","https://openalex.org/W4417296866","https://openalex.org/W7166806021","https://openalex.org/W7089244246","https://openalex.org/W3165041213"],"abstract_inverted_index":{"Student":[0],"science":[1],"competitions,":[2],"such":[3,131],"as":[4],"the":[5,28,40,50,59,62,81,101,106,113,118,142,184,206,214],"German":[6],"Physics":[7,63,85,207],"Olympiad,":[8,64],"aim":[9],"to":[10,27,79,94,98,117,148,160,182,194,203,221],"attract":[11],"potentially":[12],"high-achieving":[13],"students":[14,223],"and":[15,67,154,179,212],"support":[16,111,222],"them":[17],"in":[18,58,100,151,164,224],"developing":[19,225],"their":[20,25,226],"STEM-related":[21],"potentials,":[22],"ultimately":[23],"fostering":[24],"contribution":[26],"future":[29],"STEM":[30],"workforce.":[31],"Achieving":[32],"these":[33,44,162,187],"goals":[34],"requires":[35],"aligning":[36],"participants'":[37,135,210],"needs":[38,83,211],"with":[39,209],"opportunities":[41,202],"provided":[42],"by":[43],"competitions.":[45],"Drawing":[46],"on":[47],"data":[48],"from":[49],"WinnerS":[51],"project,":[52],"this":[53,56,199],"dissertation":[54,200],"investigates":[55],"alignment":[57],"context":[60],"of":[61,84,120,186,216],"while":[65],"identifying":[66],"exploring":[68],"areas":[69],"for":[70,108,125,170,191],"improvement.":[71],"The":[72,88,173],"first":[73],"study":[74,90,144,175],"used":[75,145],"latent":[76],"profile":[77],"analysis":[78,181],"explore":[80],"diverse":[82],"Olympiad":[86,208],"participants.":[87],"second":[89],"employed":[91],"logistic":[92],"regression":[93],"determine":[95],"factors":[96],"contributing":[97],"success":[99],"competition.":[102],"Both":[103],"studies":[104],"highlighted":[105],"necessity":[107],"enhanced":[109],"problem-solving":[110,136,152,196,228],"at":[112],"competition's":[114],"outset,":[115],"leading":[116],"idea":[119],"an":[121,217],"automated":[122,171],"feedback":[123,193,219],"system":[124,220],"physics":[126,227],"problem":[127],"solving.":[128],"To":[129],"develop":[130],"a":[132,156,168],"system,":[133],"understanding":[134],"processes":[137],"was":[138],"considered":[139],"essential.":[140],"Therefore,":[141],"third":[143],"AI":[146],"techniques":[147],"identify":[149],"themes":[150,163],"approaches":[153],"trained":[155],"machine":[157],"learning":[158],"model":[159],"detect":[161],"new":[165],"approaches,":[166],"forming":[167],"basis":[169],"feedback.":[172],"fourth":[174],"applied":[176],"process":[177],"mining":[178],"sequence":[180],"investigate":[183],"order":[185],"themes,":[188],"offering":[189],"insights":[190],"sequence-based":[192],"improve":[195],"abilities.":[197,229],"Overall,":[198],"underscores":[201],"better":[204],"align":[205],"advances":[213],"concept":[215],"AI-based":[218]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2025-10-10T00:00:00"}
