{"id":"https://openalex.org/W3122691498","doi":"https://doi.org/10.1145/3411764.3445695","title":"Not Now, Ask Later: Users Weaken Their Behavior Change Regimen Over Time, But Expect To Re-Strengthen It Imminently","display_name":"Not Now, Ask Later: Users Weaken Their Behavior Change Regimen Over Time, But Expect To Re-Strengthen It Imminently","publication_year":2021,"publication_date":"2021-05-06","ids":{"openalex":"https://openalex.org/W3122691498","doi":"https://doi.org/10.1145/3411764.3445695","mag":"3122691498"},"language":"en","primary_location":{"id":"doi:10.1145/3411764.3445695","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3411764.3445695","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2101.11743","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027124881","display_name":"Geza Kovacs","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Geza Kovacs","raw_affiliation_strings":["Lilt, Inc., United States"],"affiliations":[{"raw_affiliation_string":"Lilt, Inc., United States","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073901457","display_name":"Zhengxuan Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhengxuan Wu","raw_affiliation_strings":["Stanford University, United States","Stanford University , United States"],"affiliations":[{"raw_affiliation_string":"Stanford University, United States","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Stanford University , United States","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076189854","display_name":"Michael S. Bernstein","orcid":"https://orcid.org/0000-0001-8020-9434"},"institutions":[{"id":"https://openalex.org/I1321014770","display_name":"Association for Computing Machinery","ror":"https://ror.org/03wsadn68","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1321014770"]},{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael S. Bernstein","raw_affiliation_strings":["Computer Science Stanford University, United States","Association for Computing Machinery"],"affiliations":[{"raw_affiliation_string":"Computer Science Stanford University, United States","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Association for Computing Machinery","institution_ids":["https://openalex.org/I1321014770"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5027124881"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02225014,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T10068","display_name":"Technology Adoption and User Behaviour","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10355","display_name":"Impact of Technology on Adolescents","score":0.9909999966621399,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/nudge-theory","display_name":"Nudge theory","score":0.9112895727157593},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.8371313810348511},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.554142951965332},{"id":"https://openalex.org/keywords/ask-price","display_name":"Ask price","score":0.514602780342102},{"id":"https://openalex.org/keywords/behavior-change","display_name":"Behavior change","score":0.4972720444202423},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4918539524078369},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.41407790780067444},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3602735996246338},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.3097150921821594},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.26848846673965454},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1325169801712036},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.09046518802642822}],"concepts":[{"id":"https://openalex.org/C8858961","wikidata":"https://www.wikidata.org/wiki/Q7068367","display_name":"Nudge theory","level":2,"score":0.9112895727157593},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.8371313810348511},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.554142951965332},{"id":"https://openalex.org/C90329073","wikidata":"https://www.wikidata.org/wiki/Q914232","display_name":"Ask price","level":2,"score":0.514602780342102},{"id":"https://openalex.org/C14262774","wikidata":"https://www.wikidata.org/wiki/Q4880695","display_name":"Behavior change","level":2,"score":0.4972720444202423},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4918539524078369},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.41407790780067444},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3602735996246338},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.3097150921821594},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.26848846673965454},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1325169801712036},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.09046518802642822},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3411764.3445695","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3411764.3445695","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2101.11743","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2101.11743","pdf_url":"https://arxiv.org/pdf/2101.11743","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:3122691498","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/2101.11743","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2101.11743","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2101.11743","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2101.11743","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2101.11743","pdf_url":"https://arxiv.org/pdf/2101.11743","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3122691498.pdf","grobid_xml":"https://content.openalex.org/works/W3122691498.grobid-xml"},"referenced_works_count":135,"referenced_works":["https://openalex.org/W109714902","https://openalex.org/W575465400","https://openalex.org/W601936712","https://openalex.org/W614205468","https://openalex.org/W988853315","https://openalex.org/W1563121975","https://openalex.org/W1567323348","https://openalex.org/W1580788756","https://openalex.org/W1965851068","https://openalex.org/W1966114254","https://openalex.org/W1977376275","https://openalex.org/W1978096700","https://openalex.org/W1982290790","https://openalex.org/W1983212898","https://openalex.org/W1987523869","https://openalex.org/W1988133012","https://openalex.org/W1990969594","https://openalex.org/W1992049874","https://openalex.org/W1994045792","https://openalex.org/W1999246676","https://openalex.org/W2000375744","https://openalex.org/W2009219524","https://openalex.org/W2010025661","https://openalex.org/W2011731185","https://openalex.org/W2015968276","https://openalex.org/W2016065484","https://openalex.org/W2016372372","https://openalex.org/W2017563734","https://openalex.org/W2021206292","https://openalex.org/W2021237595","https://openalex.org/W2022164703","https://openalex.org/W2023048600","https://openalex.org/W2024043330","https://openalex.org/W2024140722","https://openalex.org/W2025896128","https://openalex.org/W2028605648","https://openalex.org/W2028979812","https://openalex.org/W2031201873","https://openalex.org/W2033556648","https://openalex.org/W2033910215","https://openalex.org/W2039223036","https://openalex.org/W2041735411","https://openalex.org/W2045747529","https://openalex.org/W2046730177","https://openalex.org/W2058760397","https://openalex.org/W2074055750","https://openalex.org/W2074998305","https://openalex.org/W2076616854","https://openalex.org/W2078017910","https://openalex.org/W2084534703","https://openalex.org/W2098532930","https://openalex.org/W2099233982","https://openalex.org/W2099269504","https://openalex.org/W2102908405","https://openalex.org/W2106916639","https://openalex.org/W2107719042","https://openalex.org/W2108707848","https://openalex.org/W2108951007","https://openalex.org/W2112400545","https://openalex.org/W2114095981","https://openalex.org/W2115373648","https://openalex.org/W2116159108","https://openalex.org/W2116567300","https://openalex.org/W2127611883","https://openalex.org/W2129887445","https://openalex.org/W2130773688","https://openalex.org/W2134049139","https://openalex.org/W2134807463","https://openalex.org/W2140237961","https://openalex.org/W2141023095","https://openalex.org/W2141403362","https://openalex.org/W2142912849","https://openalex.org/W2147137292","https://openalex.org/W2156221064","https://openalex.org/W2169434152","https://openalex.org/W2204623656","https://openalex.org/W2273916123","https://openalex.org/W2293307891","https://openalex.org/W2308521985","https://openalex.org/W2313304565","https://openalex.org/W2343616002","https://openalex.org/W2397853309","https://openalex.org/W2402448694","https://openalex.org/W2404105013","https://openalex.org/W2432532291","https://openalex.org/W2441235602","https://openalex.org/W2465178284","https://openalex.org/W2497165680","https://openalex.org/W2508748660","https://openalex.org/W2512612747","https://openalex.org/W2529083828","https://openalex.org/W2547578930","https://openalex.org/W2549950368","https://openalex.org/W2593571713","https://openalex.org/W2593606730","https://openalex.org/W2603405442","https://openalex.org/W2608611108","https://openalex.org/W2736427347","https://openalex.org/W2754273302","https://openalex.org/W2769718706","https://openalex.org/W2772936082","https://openalex.org/W2793639476","https://openalex.org/W2801490189","https://openalex.org/W2805485020","https://openalex.org/W2887165241","https://openalex.org/W2887559973","https://openalex.org/W2888181683","https://openalex.org/W2899035333","https://openalex.org/W2911847374","https://openalex.org/W2941334186","https://openalex.org/W2942138835","https://openalex.org/W2950337617","https://openalex.org/W2973077586","https://openalex.org/W2981127609","https://openalex.org/W2985388721","https://openalex.org/W2990694764","https://openalex.org/W3000010701","https://openalex.org/W3022141841","https://openalex.org/W3025645512","https://openalex.org/W3028830442","https://openalex.org/W3031055882","https://openalex.org/W3040105313","https://openalex.org/W3098167565","https://openalex.org/W3100372791","https://openalex.org/W3123017023","https://openalex.org/W3123356387","https://openalex.org/W3125155548","https://openalex.org/W3125430372","https://openalex.org/W3125531654","https://openalex.org/W3147894994","https://openalex.org/W4205295520","https://openalex.org/W4246215155","https://openalex.org/W4288359824","https://openalex.org/W4288359830","https://openalex.org/W6819083493"],"related_works":["https://openalex.org/W3160360651","https://openalex.org/W2120871727","https://openalex.org/W2015281487","https://openalex.org/W1027800733","https://openalex.org/W3173730228","https://openalex.org/W226598818","https://openalex.org/W2080750227","https://openalex.org/W305631167","https://openalex.org/W1974808670","https://openalex.org/W2991702739","https://openalex.org/W2567237276","https://openalex.org/W1980098261","https://openalex.org/W2077495604","https://openalex.org/W20278398","https://openalex.org/W2334578085","https://openalex.org/W3122987988","https://openalex.org/W2132805241","https://openalex.org/W2407300002","https://openalex.org/W2488165005","https://openalex.org/W374412590"],"abstract_inverted_index":{"How":[0],"effectively":[1],"do":[2,29],"we":[3,18,30,43],"adhere":[4],"to":[5,81,93,95,103,106,115],"nudges":[6],"and":[7,23,85],"interventions":[8,98],"that":[9,59],"help":[10],"us":[11],"control":[12],"our":[13,33],"online":[14],"browsing":[15],"habits?":[16],"If":[17],"have":[19,116],"a":[20,55],"temporary":[21],"lapse":[22],"disable":[24],"the":[25,37,96,111,117],"behavior":[26,56],"change":[27,57,107],"system,":[28],"later":[31],"resume":[32],"adherence,":[34],"or":[35],"has":[36],"dam":[38],"broken?":[39],"In":[40],"this":[41],"paper,":[42],"investigate":[44],"these":[45],"questions":[46],"through":[47],"log":[48],"analyses":[49],"of":[50],"8,000+":[51],"users":[52,61,70],"on":[53,110],"HabitLab,":[54],"platform":[58],"helps":[60],"reduce":[62],"their":[63,120],"time":[64,77],"online.":[65],"We":[66],"find":[67],"that,":[68],"while":[69],"typically":[71],"begin":[72],"with":[73],"high-challenge":[74],"interventions,":[75],"over":[76],"they":[78,100],"allow":[79],"themselves":[80],"slip":[82],"into":[83],"easier":[84,86],"interventions.":[87,124],"Despite":[88],"this,":[89],"many":[90],"still":[91],"expect":[92],"return":[94],"harder":[97],"imminently:":[99],"repeatedly":[101],"choose":[102],"be":[104],"asked":[105],"difficulty":[108],"again":[109],"next":[112],"visit,":[113],"declining":[114],"system":[118],"save":[119],"preference":[121],"for":[122],"easy":[123]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
