{"id":"https://openalex.org/W4225097438","doi":"https://doi.org/10.1145/3491102.3501886","title":"Examining AI Methods for Micro-Coaching Dialogs","display_name":"Examining AI Methods for Micro-Coaching Dialogs","publication_year":2022,"publication_date":"2022-04-28","ids":{"openalex":"https://openalex.org/W4225097438","doi":"https://doi.org/10.1145/3491102.3501886","pmid":"https://pubmed.ncbi.nlm.nih.gov/36454205"},"language":"en","primary_location":{"id":"doi:10.1145/3491102.3501886","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3491102.3501886","pdf_url":null,"source":{"id":"https://openalex.org/S4363607743","display_name":"CHI Conference on Human Factors in Computing Systems","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9707294","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066484786","display_name":"Elliot G. Mitchell","orcid":"https://orcid.org/0000-0001-5480-5021"},"institutions":[{"id":"https://openalex.org/I54713919","display_name":"Geisinger Health System","ror":"https://ror.org/02qdbgx97","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I54713919"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Elliot Mitchell","raw_affiliation_strings":["Department of Biomedical Informatics, Columbia University, United States and Steele Institute for Health Innovation, Geisinger, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Columbia University, United States and Steele Institute for Health Innovation, Geisinger, USA","institution_ids":["https://openalex.org/I54713919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047270546","display_name":"No\u00e9mie Elhadad","orcid":"https://orcid.org/0000-0001-9721-5240"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Noemie Elhadad","raw_affiliation_strings":["Department of Biomedical Informatics, Columbia University, United States"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Columbia University, United States","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015187091","display_name":"Lena Mamykina","orcid":"https://orcid.org/0000-0001-5203-274X"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lena Mamykina","raw_affiliation_strings":["Department of Biomedical Informatics, Columbia University, United States"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Columbia University, United States","institution_ids":["https://openalex.org/I78577930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5066484786"],"corresponding_institution_ids":["https://openalex.org/I54713919"],"apc_list":null,"apc_paid":null,"fwci":2.163,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.8540146,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"2022","issue":null,"first_page":"1","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.9970999956130981,"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/T11446","display_name":"Mobile Health and mHealth Applications","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/chatbot","display_name":"Chatbot","score":0.9728696346282959},{"id":"https://openalex.org/keywords/coaching","display_name":"Coaching","score":0.899495005607605},{"id":"https://openalex.org/keywords/dialog-box","display_name":"Dialog box","score":0.7692830562591553},{"id":"https://openalex.org/keywords/dialog-system","display_name":"Dialog system","score":0.6958495378494263},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6792349815368652},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5122441649436951},{"id":"https://openalex.org/keywords/health-coaching","display_name":"Health coaching","score":0.5102341175079346},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4514457583427429},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.41734498739242554},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36903703212738037},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3053889572620392},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.19285786151885986},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10193124413490295}],"concepts":[{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.9728696346282959},{"id":"https://openalex.org/C2779363792","wikidata":"https://www.wikidata.org/wiki/Q1104185","display_name":"Coaching","level":2,"score":0.899495005607605},{"id":"https://openalex.org/C173853756","wikidata":"https://www.wikidata.org/wiki/Q86915","display_name":"Dialog box","level":2,"score":0.7692830562591553},{"id":"https://openalex.org/C190954187","wikidata":"https://www.wikidata.org/wiki/Q5270587","display_name":"Dialog system","level":3,"score":0.6958495378494263},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6792349815368652},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5122441649436951},{"id":"https://openalex.org/C2779902066","wikidata":"https://www.wikidata.org/wiki/Q5690906","display_name":"Health coaching","level":3,"score":0.5102341175079346},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4514457583427429},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.41734498739242554},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36903703212738037},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3053889572620392},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.19285786151885986},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10193124413490295},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3491102.3501886","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3491102.3501886","pdf_url":null,"source":{"id":"https://openalex.org/S4363607743","display_name":"CHI Conference on Human Factors in Computing Systems","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},{"id":"pmid:36454205","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36454205","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the SIGCHI conference on human factors in computing systems. CHI Conference","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9707294","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9707294","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc SIGCHI Conf Hum Factor Comput Syst","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:9707294","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9707294","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc SIGCHI Conf Hum Factor Comput Syst","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.47999998927116394,"display_name":"Zero hunger"}],"awards":[{"id":"https://openalex.org/G6935625959","display_name":null,"funder_award_id":"R01DK113189","funder_id":"https://openalex.org/F4320337357","funder_display_name":"National Institute of Diabetes and Digestive and Kidney Diseases"}],"funders":[{"id":"https://openalex.org/F4320337357","display_name":"National Institute of Diabetes and Digestive and Kidney Diseases","ror":"https://ror.org/00adh9b73"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W632432350","https://openalex.org/W1511593276","https://openalex.org/W1557517019","https://openalex.org/W1919700706","https://openalex.org/W1973955081","https://openalex.org/W1975715116","https://openalex.org/W1981674047","https://openalex.org/W1991847815","https://openalex.org/W1997714051","https://openalex.org/W2017392369","https://openalex.org/W2021247507","https://openalex.org/W2028902836","https://openalex.org/W2037859676","https://openalex.org/W2068406960","https://openalex.org/W2099017849","https://openalex.org/W2106100356","https://openalex.org/W2121327289","https://openalex.org/W2127467614","https://openalex.org/W2128510681","https://openalex.org/W2312105021","https://openalex.org/W2398727443","https://openalex.org/W2470515410","https://openalex.org/W2491185291","https://openalex.org/W2531603677","https://openalex.org/W2581169094","https://openalex.org/W2623779865","https://openalex.org/W2721145261","https://openalex.org/W2755232679","https://openalex.org/W2756554273","https://openalex.org/W2765235105","https://openalex.org/W2766447205","https://openalex.org/W2792058569","https://openalex.org/W2810840719","https://openalex.org/W2843010082","https://openalex.org/W2857139941","https://openalex.org/W2866044803","https://openalex.org/W2889335577","https://openalex.org/W2895995041","https://openalex.org/W2899436771","https://openalex.org/W2903298154","https://openalex.org/W2910597479","https://openalex.org/W2911489562","https://openalex.org/W2934309502","https://openalex.org/W2942042488","https://openalex.org/W2946084149","https://openalex.org/W2962854379","https://openalex.org/W2963167310","https://openalex.org/W2963918631","https://openalex.org/W2964044380","https://openalex.org/W2972203331","https://openalex.org/W2980563481","https://openalex.org/W2988926962","https://openalex.org/W3004219043","https://openalex.org/W3030983164","https://openalex.org/W3041888104","https://openalex.org/W3090433062","https://openalex.org/W3158530264","https://openalex.org/W3160042174","https://openalex.org/W3162674315","https://openalex.org/W3163128657","https://openalex.org/W4211048027","https://openalex.org/W4213038912","https://openalex.org/W4214717370","https://openalex.org/W4236521339","https://openalex.org/W4288076226","https://openalex.org/W4296125441"],"related_works":["https://openalex.org/W48079147","https://openalex.org/W2394821827","https://openalex.org/W326836678","https://openalex.org/W2500779211","https://openalex.org/W1963944933","https://openalex.org/W2563921006","https://openalex.org/W1600043506","https://openalex.org/W2111550420","https://openalex.org/W3133893348","https://openalex.org/W2549666521"],"abstract_inverted_index":{"Conversational":[0],"interaction,":[1],"for":[2,62,102,144],"example":[3],"through":[4],"chatbots,":[5],"is":[6,53],"well-suited":[7],"to":[8,14,72,83,86],"enable":[9,73],"automated":[10],"health":[11,25,63],"coaching":[12,80],"tools":[13],"support":[15,87],"self-management":[16],"and":[17,37,93,99,139],"prevention":[18],"of":[19,58,89],"chronic":[20],"diseases.":[21],"However,":[22],"chatbots":[23,47,145],"in":[24,34,41,48,76,111,146],"are":[26],"predominantly":[27],"scripted":[28,100,119,138],"or":[29],"rule-based,":[30,98],"which":[31],"can":[32],"result":[33],"a":[35],"stagnant":[36],"repetitive":[38],"user":[39],"experience":[40],"contrast":[42],"with":[43],"more":[44,113,140],"dynamic,":[45],"data-driven":[46,60,107,142],"other":[49],"domains.":[50],"Consequently,":[51],"little":[52],"known":[54],"about":[55],"the":[56,106,117],"tradeoffs":[57],"pursuing":[59],"approaches":[61,71,101,143],"chatbots.":[64],"We":[65],"examined":[66],"multiple":[67],"artificial":[68],"intelligence":[69],"(AI)":[70],"<i>micro-coaching</i>":[74],"dialogs":[75],"nutrition":[77,90],"-":[78,92],"brief":[79],"conversations":[81],"related":[82],"specific":[84],"meals,":[85],"achievement":[88],"goals":[91],"compared,":[94],"reinforcement":[95],"learning":[96],"(RL),":[97],"dialog":[103],"management.":[104],"While":[105],"RL":[108],"chatbot":[109,120],"succeeded":[110],"shorter,":[112],"efficient":[114],"dialogs,":[115],"surprisingly":[116],"simplest,":[118],"was":[121],"rated":[122],"as":[123,131],"higher":[124],"quality,":[125],"despite":[126],"not":[127],"fulfilling":[128],"its":[129],"task":[130],"consistently.":[132],"These":[133],"results":[134],"highlight":[135],"tensions":[136],"between":[137],"complex,":[141],"health.":[147]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}
