{"id":"https://openalex.org/W1978915148","doi":"https://doi.org/10.1177/1355819614524186","title":"Presenting quality data to vulnerable groups: charts, summaries or behavioral economic nudges?","display_name":"Presenting quality data to vulnerable groups: charts, summaries or behavioral economic nudges?","publication_year":2014,"publication_date":"2014-02-24","ids":{"openalex":"https://openalex.org/W1978915148","doi":"https://doi.org/10.1177/1355819614524186","mag":"1978915148","pmid":"https://pubmed.ncbi.nlm.nih.gov/24567307"},"language":"en","primary_location":{"id":"doi:10.1177/1355819614524186","doi":"https://doi.org/10.1177/1355819614524186","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1355819614524186","pdf_url":null,"source":{"id":"https://openalex.org/S84175031","display_name":"Journal of Health Services Research & Policy","issn_l":"1355-8196","issn":["1355-8196","1758-1060"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","dongbi-b","fnege-3","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Health Services Research & Policy","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035017118","display_name":"Brian D. Elbel","orcid":"https://orcid.org/0000-0003-1615-9430","observed_orcids":["https://orcid.org/0000-0003-1615-9430"]},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Brian Elbel","raw_affiliation_strings":["Associate Professor of Population Health and Health Policy, Department of Population Health, NYU School of Medicine and Wagner School of Public Service, New York University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Associate Professor of Population Health and Health Policy, Department of Population Health, NYU School of Medicine and Wagner School of Public Service, New York University, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004454259","display_name":"Colleen C. Gillespie","orcid":"https://orcid.org/0000-0001-9096-3430","observed_orcids":["https://orcid.org/0000-0001-9096-3430"]},"institutions":[{"id":"https://openalex.org/I4210086933","display_name":"NYU Langone Health","ror":"https://ror.org/005dvqh91","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210086933"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Colleen Gillespie","raw_affiliation_strings":["Assistant Professor of Medicine, Department of Medicine, NYU School of Medicine, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Assistant Professor of Medicine, Department of Medicine, NYU School of Medicine, USA","institution_ids":["https://openalex.org/I4210086933","https://openalex.org/I57206974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032442638","display_name":"Maria C. Raven","orcid":"https://orcid.org/0000-0001-6767-8404","observed_orcids":["https://orcid.org/0000-0001-6767-8404"]},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maria C Raven","raw_affiliation_strings":["Assistant Clinical Professor, Department of Emergency Medicine, University of California, San Francisco, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Assistant Clinical Professor, Department of Emergency Medicine, University of California, San Francisco, USA","institution_ids":["https://openalex.org/I180670191"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035017118"],"corresponding_institution_ids":["https://openalex.org/I57206974"],"apc_list":{"value":4150,"currency":"USD","value_usd":4150},"apc_paid":null,"fwci":0.9131,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.75992387,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"19","issue":"3","first_page":"161","last_page":"168"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.9692000150680542,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.9692000150680542,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"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/T10391","display_name":"Healthcare Policy and Management","score":0.004900000058114529,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11722","display_name":"Patient Satisfaction in Healthcare","score":0.003800000064074993,"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/behavioral-economics","display_name":"behavioral economics","score":0.574999988079071},{"id":"https://openalex.org/keywords/nudging","display_name":"nudging","score":0.9639999866485596},{"id":"https://openalex.org/keywords/vulnerable-populations","display_name":"vulnerable populations","score":0.6790000200271606},{"id":"https://openalex.org/keywords/data-presentation","display_name":"data presentation","score":0.6779999732971191},{"id":"https://openalex.org/keywords/patient-choice","display_name":"patient choice","score":0.4359999895095825}],"concepts":[{"id":"https://openalex.org/C8858961","wikidata":"https://www.wikidata.org/wiki/Q7068367","display_name":"Nudge theory","level":2,"score":0.9566246271133423},{"id":"https://openalex.org/C109574028","wikidata":"https://www.wikidata.org/wiki/Q647525","display_name":"Behavioral economics","level":2,"score":0.6882468461990356},{"id":"https://openalex.org/C2776031354","wikidata":"https://www.wikidata.org/wiki/Q5104029","display_name":"Choice architecture","level":2,"score":0.5717107653617859},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4829072952270508},{"id":"https://openalex.org/C524218345","wikidata":"https://www.wikidata.org/wiki/Q31218","display_name":"Health economics","level":3,"score":0.48274558782577515},{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.47476887702941895},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.46774983406066895},{"id":"https://openalex.org/C190812933","wikidata":"https://www.wikidata.org/wiki/Q28923","display_name":"Chart","level":2,"score":0.46560150384902954},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.46103692054748535},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4512839913368225},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.37100934982299805},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.36700350046157837},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.33837640285491943},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3031047582626343},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.2971673011779785},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.2656240463256836},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.24713188409805298},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.220986008644104},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.20240795612335205},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1920202374458313},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.11533430218696594},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1177/1355819614524186","doi":"https://doi.org/10.1177/1355819614524186","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1355819614524186","pdf_url":null,"source":{"id":"https://openalex.org/S84175031","display_name":"Journal of Health Services Research & Policy","issn_l":"1355-8196","issn":["1355-8196","1758-1060"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","dongbi-b","fnege-3","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Health Services Research & Policy","raw_type":"journal-article"},{"id":"pmid:24567307","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24567307","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,"listed_in":[],"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":"Journal of health services research & policy","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.5683000087738037}],"sustainable_development_goals_aurora":[],"study_designs":[{"id":"https://openalex.org/study-designs/clinical-trial","display_name":"Clinical Trial"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306139","display_name":"Robert Wood Johnson Foundation","ror":"https://ror.org/02ymmdj85"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W67279148","https://openalex.org/W118404613","https://openalex.org/W140925323","https://openalex.org/W1972119484","https://openalex.org/W1984031609","https://openalex.org/W2001281153","https://openalex.org/W2012694876","https://openalex.org/W2016936141","https://openalex.org/W2022040487","https://openalex.org/W2026537034","https://openalex.org/W2033347752","https://openalex.org/W2042038712","https://openalex.org/W2047262927","https://openalex.org/W2059968551","https://openalex.org/W2060127175","https://openalex.org/W2065992546","https://openalex.org/W2077300951","https://openalex.org/W2082390340","https://openalex.org/W2089118781","https://openalex.org/W2091668754","https://openalex.org/W2103312309","https://openalex.org/W2119546567","https://openalex.org/W2122748157","https://openalex.org/W2128868286","https://openalex.org/W2139522613","https://openalex.org/W2143846209","https://openalex.org/W2151027782","https://openalex.org/W2151045322","https://openalex.org/W2402405692","https://openalex.org/W2413891768","https://openalex.org/W2908859058"],"related_works":["https://openalex.org/W2791937088","https://openalex.org/W1988646360","https://openalex.org/W4376877594","https://openalex.org/W2918589936","https://openalex.org/W4225508658","https://openalex.org/W2905438245","https://openalex.org/W7219403710","https://openalex.org/W4408983614","https://openalex.org/W1966089405","https://openalex.org/W2786205834"],"abstract_inverted_index":{"OBJECTIVES:":[0],"Despite":[1],"the":[2,20,36,85,119,127,148,153,158],"increased":[3],"focus":[4],"on":[5,126],"health":[6,72,89,128,159],"care":[7],"consumers'":[8],"active":[9],"choice,":[10],"not":[11],"enough":[12],"is":[13],"known":[14],"about":[15,88],"how":[16],"to":[17,25,61,69,136,183],"best":[18],"facilitate":[19],"choice":[21,55,120,144],"process.":[22,121],"We":[23,51,111,140],"sought":[24],"assess":[26],"methods":[27],"of":[28,63,150,155,169],"improving":[29],"this":[30],"process":[31],"for":[32],"vulnerable":[33],"consumers":[34,107,133,156],"in":[35,91,172,186],"United":[37],"States":[38],"by":[39,147],"testing":[40],"alternatives":[41],"that":[42,113,142],"emphasize":[43],"insights":[44,173],"from":[45,174],"behavioral":[46,104,175],"economics,":[47,105],"or":[48],"'nudges'.":[49,138],"METHODS:":[50],"performed":[52],"a":[53,71,97],"hypothetical":[54],"experiment":[56],"where":[57,75],"subjects":[58],"were":[59,134,162,167],"randomized":[60],"one":[62],"five":[64],"experimental":[65],"conditions":[66,83],"and":[67,102,131,152,177],"asked":[68],"choose":[70],"center":[73,129,160],"(location":[74],"they":[76,161],"would":[77],"receive":[78],"all":[79],"their":[80,184],"care).":[81],"The":[82],"presented":[84],"same":[86],"information":[87],"centers":[90],"different":[92],"ways,":[93],"including":[94],"graphically":[95],"as":[96],"chart,":[98],"via":[99],"written":[100],"summary":[101],"using":[103],"'nudging'":[106],"toward":[108],"particular":[109],"choices.":[110],"hypothesized":[112],"these":[114],"'nudges'":[115],"might":[116],"help":[117],"simplify":[118],"Our":[122],"primary":[123],"outcomes":[124],"focused":[125],"chosen":[130],"whether":[132],"willing":[135],"accept":[137],"RESULTS:":[139],"found":[141],"consumer":[143],"was":[145],"influenced":[146],"method":[149],"presentation":[151],"majority":[154],"accepted":[157],"'nudged'":[163],"towards.":[164],"CONCLUSIONS:":[165],"Consumers":[166],"accepting":[168],"choices":[170],"grounded":[171],"economics":[176],"further":[178],"consideration":[179],"should":[180],"be":[181],"given":[182],"role":[185],"patient":[187],"choice.":[188]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2026-09-27T08:07:27.782135","created_date":"2016-06-24T00:00:00"}