{"id":"https://openalex.org/W4414434859","doi":"https://doi.org/10.3233/faia250680","title":"Better AI with Designed Friction: Theories, Applications and Research Agenda","display_name":"Better AI with Designed Friction: Theories, Applications and Research Agenda","publication_year":2025,"publication_date":"2025-09-22","ids":{"openalex":"https://openalex.org/W4414434859","doi":"https://doi.org/10.3233/faia250680"},"language":"en","primary_location":{"id":"doi:10.3233/faia250680","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia250680","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/faia250680","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087641821","display_name":"Chiara Natali","orcid":"https://orcid.org/0000-0002-5171-5239"},"institutions":[{"id":"https://openalex.org/I15196421","display_name":"University of Applied Sciences and Arts of Southern Switzerland","ror":"https://ror.org/05ep8g269","country_code":"CH","type":"education","lineage":["https://openalex.org/I15196421"]},{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["CH","IT"],"is_corresponding":false,"raw_author_name":"Chiara Natali","raw_affiliation_strings":["SUPSI, Switzerland","University of Milano-Bicocca, Italy"],"raw_orcid":"https://orcid.org/0000-0002-5171-5239","affiliations":[{"raw_affiliation_string":"SUPSI, Switzerland","institution_ids":["https://openalex.org/I15196421"]},{"raw_affiliation_string":"University of Milano-Bicocca, Italy","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077815542","display_name":"Mohammad Naiseh","orcid":"https://orcid.org/0000-0002-4927-5086"},"institutions":[{"id":"https://openalex.org/I9300472","display_name":"Bournemouth University","ror":"https://ror.org/05wwcw481","country_code":"GB","type":"education","lineage":["https://openalex.org/I9300472"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mohammad Naiseh","raw_affiliation_strings":["Bournemouth University, UK"],"raw_orcid":"https://orcid.org/0000-0002-4927-5086","affiliations":[{"raw_affiliation_string":"Bournemouth University, UK","institution_ids":["https://openalex.org/I9300472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023849668","display_name":"Federico Cabitza","orcid":"https://orcid.org/0000-0002-4065-3415"},"institutions":[{"id":"https://openalex.org/I4210113215","display_name":"Istituto Ortopedico Galeazzi","ror":"https://ror.org/01vyrje42","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210113215","https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I4210153126","display_name":"Istituti di Ricovero e Cura a Carattere Scientifico","ror":"https://ror.org/04tfzc498","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Federico Cabitza","raw_affiliation_strings":["IRCCS Istituto Ortopedico Galeazzi, Italy","University of Milano-Bicocca, Italy"],"raw_orcid":"https://orcid.org/0000-0002-4065-3415","affiliations":[{"raw_affiliation_string":"IRCCS Istituto Ortopedico Galeazzi, Italy","institution_ids":["https://openalex.org/I4210113215","https://openalex.org/I4210153126"]},{"raw_affiliation_string":"University of Milano-Bicocca, Italy","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032312244","display_name":"Brett M. Frischmann","orcid":null},"institutions":[{"id":"https://openalex.org/I7863295","display_name":"Villanova University","ror":"https://ror.org/02g7kd627","country_code":"US","type":"education","lineage":["https://openalex.org/I7863295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brett Frischmann","raw_affiliation_strings":["Villanova University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Villanova University, USA","institution_ids":["https://openalex.org/I7863295"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.63550984,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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/T10653","display_name":"Robot Manipulation and Learning","score":0.9781000018119812,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10653","display_name":"Robot Manipulation and Learning","score":0.9781000018119812,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/judgement","display_name":"Judgement","score":0.7516999840736389},{"id":"https://openalex.org/keywords/forcing","display_name":"Forcing (mathematics)","score":0.6507999897003174},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.620199978351593},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.590399980545044},{"id":"https://openalex.org/keywords/balance","display_name":"Balance (ability)","score":0.4359000027179718},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.30070000886917114}],"concepts":[{"id":"https://openalex.org/C2776548248","wikidata":"https://www.wikidata.org/wiki/Q12621536","display_name":"Judgement","level":2,"score":0.7516999840736389},{"id":"https://openalex.org/C197115733","wikidata":"https://www.wikidata.org/wiki/Q1003136","display_name":"Forcing (mathematics)","level":2,"score":0.6507999897003174},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.620199978351593},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.590399980545044},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.555400013923645},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.4505000114440918},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.44699999690055847},{"id":"https://openalex.org/C168031717","wikidata":"https://www.wikidata.org/wiki/Q1530280","display_name":"Balance (ability)","level":2,"score":0.4359000027179718},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.40700000524520874},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.39739999175071716},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3880999982357025},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3409000039100647},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3379000127315521},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.32199999690055847},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.30070000886917114},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.28839999437332153},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.28299999237060547},{"id":"https://openalex.org/C138852830","wikidata":"https://www.wikidata.org/wiki/Q2292993","display_name":"Design methods","level":2,"score":0.2777000069618225},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.2721000015735626},{"id":"https://openalex.org/C35064395","wikidata":"https://www.wikidata.org/wiki/Q1093494","display_name":"Cognitive ergonomics","level":4,"score":0.2605000138282776},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2565000057220459},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.2531999945640564}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia250680","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia250680","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia250680","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia250680","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"design":[1],"of":[2,12,79],"AI":[3],"systems":[4,60],"prioritises":[5],"frictionless":[6],"interaction,":[7],"often":[8],"at":[9],"the":[10,76],"cost":[11],"human":[13],"judgement":[14],"and":[15,29,35,49,64],"accountability.":[16],"This":[17],"contribution":[18],"discusses":[19],"designed":[20,23],"friction\u2014deliberate":[21],"inefficiencies":[22],"to":[24,70],"foster":[25],"engagement,":[26],"critical":[27],"reasoning,":[28],"user":[30],"agency.":[31],"Drawing":[32],"from":[33],"friction-in-design":[34],"responsible":[36],"AI,":[37,68],"we":[38],"explore":[39],"key":[40],"mechanisms":[41],"such":[42],"as":[43],"cognitive":[44],"forcing":[45],"functions,":[46],"seamful":[47],"design,":[48],"programmed":[50],"inefficiencies.":[51],"We":[52],"propose":[53],"a":[54,72,80],"research":[55,82],"agenda":[56],"for":[57,75],"Hybrid":[58],"Human-AI":[59],"that":[61],"balance":[62],"usability":[63],"trust":[65],"through":[66],"frictional":[67],"aiming":[69],"provide":[71],"stepping":[73],"stone":[74],"future":[77],"development":[78],"dedicated":[81],"community.":[83]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
