{"id":"https://openalex.org/W7151417143","doi":"https://doi.org/10.48550/arxiv.2604.03256","title":"Self-Regulated Personal Contracts as a Harm Reduction Approach to Generative AI in Undergraduate Programming Education","display_name":"Self-Regulated Personal Contracts as a Harm Reduction Approach to Generative AI in Undergraduate Programming Education","publication_year":2026,"publication_date":"2026-03-11","ids":{"openalex":"https://openalex.org/W7151417143","doi":"https://doi.org/10.48550/arxiv.2604.03256"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.03256","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.03256","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2604.03256","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5133067756","display_name":"Aadarsh Padiyath","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Padiyath, Aadarsh","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133136913","display_name":"Jessica Shen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shen, Jessica","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5005683626","display_name":"Barbara Ericson","orcid":"https://orcid.org/0000-0001-6881-8341"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ericson, Barbara","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.1581999957561493,"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"}},"topics":[{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.1581999957561493,"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/T10533","display_name":"Teaching and Learning Programming","score":0.14390000700950623,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.13860000669956207,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/accountability","display_name":"Accountability","score":0.5831999778747559},{"id":"https://openalex.org/keywords/agency","display_name":"Agency (philosophy)","score":0.5690000057220459},{"id":"https://openalex.org/keywords/harm","display_name":"Harm","score":0.5282999873161316},{"id":"https://openalex.org/keywords/grounded-theory","display_name":"Grounded theory","score":0.3871000111103058},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.36419999599456787},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.3587999939918518},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.35519999265670776}],"concepts":[{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.5831999778747559},{"id":"https://openalex.org/C108170787","wikidata":"https://www.wikidata.org/wiki/Q3951828","display_name":"Agency (philosophy)","level":2,"score":0.5690000057220459},{"id":"https://openalex.org/C2777363581","wikidata":"https://www.wikidata.org/wiki/Q15098235","display_name":"Harm","level":2,"score":0.5282999873161316},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.45719999074935913},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4268999993801117},{"id":"https://openalex.org/C156325361","wikidata":"https://www.wikidata.org/wiki/Q1152864","display_name":"Grounded theory","level":3,"score":0.3871000111103058},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.38659998774528503},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.36419999599456787},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.3587999939918518},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.35519999265670776},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.3547999858856201},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.33889999985694885},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.33469998836517334},{"id":"https://openalex.org/C88626702","wikidata":"https://www.wikidata.org/wiki/Q1128903","display_name":"Continuation","level":2,"score":0.29589998722076416},{"id":"https://openalex.org/C90734943","wikidata":"https://www.wikidata.org/wiki/Q17008777","display_name":"Conceptualization","level":2,"score":0.28700000047683716},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.28119999170303345},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.27379998564720154},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.2732999920845032},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.2703000009059906},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.2517000138759613}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.03256","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.03256","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2604.03256","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.03256","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"score":0.6632946729660034,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Students":[0],"learning":[1,35,48,57,178],"programming":[2],"exercise":[3],"agency":[4,18,173],"in":[5,43,92],"deciding":[6],"when":[7,174],"and":[8,22,27,33,46,62,77,117,177],"how":[9],"to":[10,50,128],"use":[11],"GenAI":[12,40,155,175],"tools":[13,176],"like":[14],"ChatGPT.":[15],"However,":[16,122],"this":[17,88,164,167],"is":[19],"often":[20],"implicit":[21],"shaped":[23],"by":[24],"deadline":[25],"pressure":[26],"peer":[28],"behavior":[29,130],"rather":[30],"than":[31],"explicit":[32],"conscious":[34],"goals.":[36],"We":[37,86,169],"designed":[38],"a":[39],"Contract":[41],"grounded":[42],"harm":[44],"reduction":[45],"self-regulated":[47],"theory":[49],"scaffold":[51],"intentional":[52],"decision-making:":[53],"students":[54,91,98,110,133,160],"articulated":[55],"personal":[56],"goals,":[58],"created":[59,118],"usage":[60],"guidelines,":[61],"reflected":[63],"on":[64],"alignment":[65],"at":[66],"strategic":[67],"points":[68],"across":[69,149],"an":[70,93],"eleven-week":[71],"semester.":[72],"The":[73],"contract":[74],"was":[75],"non-binding":[76],"graded":[78],"only":[79],"for":[80],"completion,":[81],"emphasizing":[82],"self-awareness":[83],"over":[84],"enforcement.":[85],"implemented":[87],"with":[89,103],"N=217":[90],"intermediate":[94],"Python":[95],"course.":[96],"For":[97],"still":[99,138],"forming":[100],"their":[101,115,136],"relationship":[102],"GenAI,":[104],"it":[105],"worked,":[106],"as":[107],"58%":[108],"of":[109,151],"reported":[111],"the":[112],"intervention":[113],"changing":[114],"thinking":[116],"helpful":[119],"accountability":[120],"structures.":[121],"awareness":[123],"did":[124],"not":[125,162],"always":[126],"translate":[127],"sustained":[129],"change.":[131],"Some":[132],"who":[134],"valued":[135],"guidelines":[137,145],"abandoned":[139],"them":[140],"under":[141],"various":[142],"pressures.":[143],"Maintaining":[144],"required":[146],"constant":[147],"self-control":[148],"hundreds":[150],"decisions,":[152],"while":[153],"using":[154],"freely":[156],"requires":[157],"none.":[158],"Many":[159],"could":[161],"sustain":[163],"burden":[165],"despite":[166],"self-awareness.":[168],"discuss":[170],"supporting":[171],"student":[172],"goals":[179],"create":[180],"tension.":[181]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-04-08T00:00:00"}
