{"id":"https://openalex.org/W7223684243","doi":"https://doi.org/10.21100/msor.v24i3.1686","title":"Embedding algorithmic thinking into 1st year undergraduate programmes","display_name":"Embedding algorithmic thinking into 1st year undergraduate programmes","publication_year":2026,"publication_date":"2026-10-26","ids":{"openalex":"https://openalex.org/W7223684243","doi":"https://doi.org/10.21100/msor.v24i3.1686"},"language":"en","primary_location":{"id":"doi:10.21100/msor.v24i3.1686","doi":"https://doi.org/10.21100/msor.v24i3.1686","is_oa":true,"landing_page_url":"https://doi.org/10.21100/msor.v24i3.1686","pdf_url":"https://journals.gre.ac.uk/index.php/msor/article/download/1686/1624","source":{"id":"https://openalex.org/S4210188669","display_name":"MSOR Connections","issn_l":"1473-4869","issn":["1473-4869","2051-4220"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1"],"host_organization":"https://openalex.org/I55060895","host_organization_name":"University of Greenwich","host_organization_lineage":["https://openalex.org/I55060895"],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"MSOR Connections","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://journals.gre.ac.uk/index.php/msor/article/download/1686/1624","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083449498","display_name":"David O\u2019Sullivan","orcid":"https://orcid.org/0000-0002-9192-422X","observed_orcids":["https://orcid.org/0000-0002-9192-422X"]},"institutions":[{"id":"https://openalex.org/I909854389","display_name":"London School of Economics and Political Science","ror":"https://ror.org/0090zs177","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I909854389"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"David O'Sullivan","raw_affiliation_strings":["LSE"],"raw_orcid":"https://orcid.org/0000-0002-9192-422X","affiliations":[{"raw_affiliation_string":"LSE","institution_ids":["https://openalex.org/I909854389"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5083449498"],"corresponding_institution_ids":["https://openalex.org/I909854389"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.85184365,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"24","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9897000193595886,"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"}},"topics":[{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9897000193595886,"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"}},{"id":"https://openalex.org/T14079","display_name":"Mathematics Education and Programs","score":0.00570000009611249,"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/T10130","display_name":"Mathematics Education and Teaching Techniques","score":0.002899999963119626,"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/algorithmic-thinking","display_name":"algorithmic thinking","score":1.0},{"id":"https://openalex.org/keywords/computational-thinking","display_name":"computational thinking","score":0.8999999761581421},{"id":"https://openalex.org/keywords/curriculum-redesign","display_name":"curriculum redesign","score":0.7540000081062317},{"id":"https://openalex.org/keywords/constructive-proof","display_name":"constructive proof","score":0.5759999752044678},{"id":"https://openalex.org/keywords/loop-invariants","display_name":"loop invariants","score":0.8539999723434448},{"id":"https://openalex.org/keywords/mathematical-induction","display_name":"mathematical induction","score":0.9800000190734863},{"id":"https://openalex.org/keywords/learning-outcomes","display_name":"learning outcomes","score":0.800000011920929},{"id":"https://openalex.org/keywords/algorithmic-proof","display_name":"algorithmic proof","score":0.5640000104904175}],"concepts":[{"id":"https://openalex.org/C108710211","wikidata":"https://www.wikidata.org/wiki/Q11538","display_name":"Mathematical proof","level":2,"score":0.7882000207901001},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.7330999970436096},{"id":"https://openalex.org/C2778701210","wikidata":"https://www.wikidata.org/wiki/Q28130034","display_name":"Constructive","level":3,"score":0.6601999998092651},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6168000102043152},{"id":"https://openalex.org/C2780368719","wikidata":"https://www.wikidata.org/wiki/Q5157342","display_name":"Computational thinking","level":2,"score":0.590399980545044},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.54830002784729},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.4984999895095825},{"id":"https://openalex.org/C2775997480","wikidata":"https://www.wikidata.org/wiki/Q586277","display_name":"Degree (music)","level":2,"score":0.38609999418258667},{"id":"https://openalex.org/C2992902817","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics curriculum","level":4,"score":0.3709999918937683},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.35019999742507935},{"id":"https://openalex.org/C2780506305","wikidata":"https://www.wikidata.org/wiki/Q3909934","display_name":"Mathematical practice","level":2,"score":0.30660000443458557},{"id":"https://openalex.org/C47884741","wikidata":"https://www.wikidata.org/wiki/Q1166618","display_name":"Mathematical logic","level":2,"score":0.2874000072479248},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2831000089645386},{"id":"https://openalex.org/C66783780","wikidata":"https://www.wikidata.org/wiki/Q1166625","display_name":"Mathematical problem","level":2,"score":0.2791999876499176},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26429998874664307},{"id":"https://openalex.org/C184670325","wikidata":"https://www.wikidata.org/wiki/Q512604","display_name":"Loop (graph theory)","level":2,"score":0.2614000141620636}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.21100/msor.v24i3.1686","doi":"https://doi.org/10.21100/msor.v24i3.1686","is_oa":true,"landing_page_url":"https://doi.org/10.21100/msor.v24i3.1686","pdf_url":"https://journals.gre.ac.uk/index.php/msor/article/download/1686/1624","source":{"id":"https://openalex.org/S4210188669","display_name":"MSOR Connections","issn_l":"1473-4869","issn":["1473-4869","2051-4220"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1"],"host_organization":"https://openalex.org/I55060895","host_organization_name":"University of Greenwich","host_organization_lineage":["https://openalex.org/I55060895"],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"MSOR Connections","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.21100/msor.v24i3.1686","doi":"https://doi.org/10.21100/msor.v24i3.1686","is_oa":true,"landing_page_url":"https://doi.org/10.21100/msor.v24i3.1686","pdf_url":"https://journals.gre.ac.uk/index.php/msor/article/download/1686/1624","source":{"id":"https://openalex.org/S4210188669","display_name":"MSOR Connections","issn_l":"1473-4869","issn":["1473-4869","2051-4220"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1"],"host_organization":"https://openalex.org/I55060895","host_organization_name":"University of Greenwich","host_organization_lineage":["https://openalex.org/I55060895"],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"MSOR Connections","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.9235000014305115,"display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7223684243.pdf","grobid_xml":"https://content.openalex.org/works/W7223684243.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7115905367","https://openalex.org/W4402407500","https://openalex.org/W1967969612","https://openalex.org/W2172103859","https://openalex.org/W7220003474","https://openalex.org/W4304542784","https://openalex.org/W2011773759","https://openalex.org/W7095130923","https://openalex.org/W237599126","https://openalex.org/W4233037758"],"abstract_inverted_index":{"We":[0],"describe":[1],"the":[2,17,42,51],"embedding":[3],"of":[4,20],"algorithms":[5,69,92],"and":[6,54,80,89,98],"algorithmic":[7,39,81],"thinking":[8,29,71],"into":[9],"a":[10],"first-year":[11],"undergraduate":[12],"pure":[13],"mathematics":[14],"course":[15],"at":[16],"London":[18],"School":[19],"Economics":[21],"(LSE).":[22],"Responding":[23],"to":[24,34,37],"growing":[25],"demand":[26],"for":[27],"computational":[28],"skills,":[30],"we":[31,62],"redesigned":[32],"\u2018Introduction":[33],"Abstract":[35],"Mathematics\u2019":[36],"integrate":[38],"approaches":[40],"throughout":[41],"curriculum":[43],"rather":[44],"than":[45],"as":[46],"an":[47],"isolated":[48],"topic.":[49],"Using":[50],"Knowledge,":[52],"Skills":[53],"Behaviours":[55],"(KSBs)":[56],"framework":[57],"adapted":[58],"from":[59,70],"degree":[60],"apprenticeships,":[61],"developed":[63],"learning":[64],"outcomes":[65],"that":[66],"distinguish":[67],"knowing":[68],"algorithmically.":[72],"Our":[73],"approach":[74],"reformulates":[75],"traditional":[76],"proofs":[77],"using":[78],"constructive":[79],"methods,":[82],"introduces":[83],"loop":[84],"invariants":[85],"alongside":[86],"mathematical":[87,96],"induction,":[88],"shows":[90],"how":[91],"can":[93],"both":[94],"prove":[95],"statements":[97],"have":[99],"their":[100],"own":[101],"properties":[102],"proven.":[103]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-10-27T00:00:00"}