{"id":"https://openalex.org/W3127025391","doi":"https://doi.org/10.1186/s12911-021-01412-1","title":"Do people have differing motivations for participating in a stated-preference study? Results from a latent-class analysis","display_name":"Do people have differing motivations for participating in a stated-preference study? Results from a latent-class analysis","publication_year":2021,"publication_date":"2021-02-06","ids":{"openalex":"https://openalex.org/W3127025391","doi":"https://doi.org/10.1186/s12911-021-01412-1","mag":"3127025391","pmid":"https://pubmed.ncbi.nlm.nih.gov/33549068"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-021-01412-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-021-01412-1","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-021-01412-1","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-021-01412-1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069038844","display_name":"Ilene L. Hollin","orcid":"https://orcid.org/0000-0003-1405-8687"},"institutions":[{"id":"https://openalex.org/I2801004183","display_name":"Temple College","ror":"https://ror.org/038s1ax16","country_code":"US","type":"education","lineage":["https://openalex.org/I2801004183"]},{"id":"https://openalex.org/I84392919","display_name":"Temple University","ror":"https://ror.org/00kx1jb78","country_code":"US","type":"education","lineage":["https://openalex.org/I84392919"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ilene L. Hollin","raw_affiliation_strings":["Department of Health Services Administration and Policy, Temple University College of Public Health, Ritter Annex, 1301 Cecil B. Moore Ave Rm. 537, Philadelphia, PA, 19122, USA. ilene.hollin@temple.edu","Department of Health Services Administration and Policy, Temple University College of Public Health, Philadelphia, USA"],"raw_orcid":"https://orcid.org/0000-0003-1405-8687","affiliations":[{"raw_affiliation_string":"Department of Health Services Administration and Policy, Temple University College of Public Health, Ritter Annex, 1301 Cecil B. Moore Ave Rm. 537, Philadelphia, PA, 19122, USA. ilene.hollin@temple.edu","institution_ids":["https://openalex.org/I84392919","https://openalex.org/I2801004183"]},{"raw_affiliation_string":"Department of Health Services Administration and Policy, Temple University College of Public Health, Philadelphia, USA","institution_ids":["https://openalex.org/I84392919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053766409","display_name":"Ellen Janssen","orcid":"https://orcid.org/0000-0003-0405-4252"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ellen Janssen","raw_affiliation_strings":["Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA","Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA","institution_ids":["https://openalex.org/I145311948"]},{"raw_affiliation_string":"Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, USA","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055942795","display_name":"Marcella A. Kelley","orcid":"https://orcid.org/0000-0003-0370-8496"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marcella A. Kelley","raw_affiliation_strings":["Department of Pharmaceutical and Health Economics, School of Pharmacy, University of Southern California, Los Angeles, CA, USA","Leonard D. Schaeffer Center for Health Policy and Economics, University of Southern California, Los Angeles, CA, USA","Department of Pharmaceutical and Health Economics, School of Pharmacy, University of Southern California, Los Angeles, USA","Leonard D. Schaeffer Center for Health Policy and Economics, University of Southern California, Los Angeles, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pharmaceutical and Health Economics, School of Pharmacy, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Leonard D. Schaeffer Center for Health Policy and Economics, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Department of Pharmaceutical and Health Economics, School of Pharmacy, University of Southern California, Los Angeles, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Leonard D. Schaeffer Center for Health Policy and Economics, University of Southern California, Los Angeles, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072733056","display_name":"John F. P. Bridges","orcid":"https://orcid.org/0000-0002-3082-5535"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]},{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John F. P. Bridges","raw_affiliation_strings":["Department of Biomedical Informatics, The Ohio State University College of Medicine, Columbus, OH, USA","Department of Health Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA","Department of Health Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, USA","Department of Biomedical Informatics, The Ohio State University College of Medicine, Columbus, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, The Ohio State University College of Medicine, Columbus, OH, USA","institution_ids":["https://openalex.org/I52357470"]},{"raw_affiliation_string":"Department of Health Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA","institution_ids":["https://openalex.org/I145311948"]},{"raw_affiliation_string":"Department of Health Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, USA","institution_ids":["https://openalex.org/I145311948"]},{"raw_affiliation_string":"Department of Biomedical Informatics, The Ohio State University College of Medicine, Columbus, USA","institution_ids":["https://openalex.org/I52357470"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5069038844"],"corresponding_institution_ids":["https://openalex.org/I2801004183","https://openalex.org/I84392919"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":0.2908,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.72068804,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"21","issue":"1","first_page":"44","last_page":"44"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10841","display_name":"Economic and Environmental Valuation","score":0.932699978351593,"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"}},"topics":[{"id":"https://openalex.org/T10841","display_name":"Economic and Environmental Valuation","score":0.932699978351593,"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/T10804","display_name":"Health Systems, Economic Evaluations, Quality of Life","score":0.020999999716877937,"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/T11539","display_name":"Survey Methodology and Nonresponse","score":0.005100000184029341,"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/latent-class-model","display_name":"Latent class model","score":0.7642958164215088},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.6596028208732605},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.5820210576057434},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5643495917320251},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4948846697807312},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4921244978904724},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.47850218415260315},{"id":"https://openalex.org/keywords/payment","display_name":"Payment","score":0.4372747838497162},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.43654394149780273},{"id":"https://openalex.org/keywords/discrete-choice","display_name":"Discrete choice","score":0.42850056290626526},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.3800565302371979},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.34958478808403015},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.30488646030426025},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.19300994277000427},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.161178320646286},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14700984954833984},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.09426644444465637}],"concepts":[{"id":"https://openalex.org/C70727504","wikidata":"https://www.wikidata.org/wiki/Q1806878","display_name":"Latent class model","level":2,"score":0.7642958164215088},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.6596028208732605},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.5820210576057434},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5643495917320251},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4948846697807312},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4921244978904724},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.47850218415260315},{"id":"https://openalex.org/C145097563","wikidata":"https://www.wikidata.org/wiki/Q1148747","display_name":"Payment","level":2,"score":0.4372747838497162},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.43654394149780273},{"id":"https://openalex.org/C190669063","wikidata":"https://www.wikidata.org/wiki/Q5282043","display_name":"Discrete choice","level":2,"score":0.42850056290626526},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.3800565302371979},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.34958478808403015},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.30488646030426025},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.19300994277000427},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.161178320646286},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14700984954833984},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.09426644444465637},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","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/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","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/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000077272","descriptor_name":"Latent Class Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077272","descriptor_name":"Latent Class Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077272","descriptor_name":"Latent Class Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002755","descriptor_name":"Choice Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002755","descriptor_name":"Choice Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002755","descriptor_name":"Choice Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009042","descriptor_name":"Motivation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009042","descriptor_name":"Motivation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009042","descriptor_name":"Motivation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057240","descriptor_name":"Patient Preference","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057240","descriptor_name":"Patient Preference","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057240","descriptor_name":"Patient Preference","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":6,"locations":[{"id":"doi:10.1186/s12911-021-01412-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-021-01412-1","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-021-01412-1","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:33549068","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33549068","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":"BMC medical informatics and decision making","raw_type":null},{"id":"pmh:oai:doaj.org/article:e32d665447a7443aa9e79fa948ac55c7","is_oa":true,"landing_page_url":"https://doaj.org/article/e32d665447a7443aa9e79fa948ac55c7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making, Vol 21, Iss 1, Pp 1-10 (2021)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:6774604","is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC7868025","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:null:20.500.12613/10747","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.12613/10747","pdf_url":null,"source":{"id":"https://openalex.org/S4306402624","display_name":"TUScholarShare (Temple University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I84392919","host_organization_name":"Temple University","host_organization_lineage":["https://openalex.org/I84392919"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7868025","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7868025","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Inform Decis Mak","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12911-021-01412-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-021-01412-1","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-021-01412-1","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4568689207","display_name":null,"funder_award_id":"ME-1303-5946","funder_id":"https://openalex.org/F4320308927","funder_display_name":"Patient-Centered Outcomes Research Institute"}],"funders":[{"id":"https://openalex.org/F4320306674","display_name":"Diabetes Action Research and Education Foundation","ror":"https://ror.org/04vrv9h08"},{"id":"https://openalex.org/F4320308927","display_name":"Patient-Centered Outcomes Research Institute","ror":"https://ror.org/014q65q44"},{"id":"https://openalex.org/F4320310145","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3127025391.pdf","grobid_xml":"https://content.openalex.org/works/W3127025391.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1046275439","https://openalex.org/W1562592376","https://openalex.org/W1984190618","https://openalex.org/W1992695223","https://openalex.org/W2031990091","https://openalex.org/W2044053247","https://openalex.org/W2049418817","https://openalex.org/W2059893030","https://openalex.org/W2061242552","https://openalex.org/W2090367157","https://openalex.org/W2094497465","https://openalex.org/W2121619367","https://openalex.org/W2122707212","https://openalex.org/W2134299926","https://openalex.org/W2137344397","https://openalex.org/W2159936838","https://openalex.org/W2237909439","https://openalex.org/W2260774792","https://openalex.org/W2290712538","https://openalex.org/W2343930468","https://openalex.org/W2367707061","https://openalex.org/W2529732248","https://openalex.org/W2571151761","https://openalex.org/W2593137067","https://openalex.org/W2744606261","https://openalex.org/W2762484031","https://openalex.org/W2763833626","https://openalex.org/W2765289398","https://openalex.org/W2807672698","https://openalex.org/W2894431684","https://openalex.org/W2902632840","https://openalex.org/W2913438219","https://openalex.org/W3125355785"],"related_works":["https://openalex.org/W2085384747","https://openalex.org/W2088166309","https://openalex.org/W1891216533","https://openalex.org/W2106071040","https://openalex.org/W4312133475","https://openalex.org/W4238976562","https://openalex.org/W2276587472","https://openalex.org/W2615795876","https://openalex.org/W2049612369","https://openalex.org/W2770872919"],"abstract_inverted_index":{"BACKGROUND:":[0],"Researchers":[1],"and":[2,12,28,95,97,144,185,187,197,210,221,248],"policy":[3],"makers":[4],"have":[5,10],"long":[6],"suspected":[7],"that":[8,130],"people":[9,33],"differing,":[11],"potentially":[13],"nefarious,":[14],"motivations":[15,228,242,252],"for":[16,47,60,72],"participating":[17,48,61],"in":[18,35,45,49,62,241,245],"stated-preference":[19,50,246],"studies":[20],"such":[21],"as":[22,227],"discrete-choice":[23],"experiments":[24],"(DCE).":[25],"While":[26],"anecdotes":[27],"theories":[29],"exist":[30],"on":[31,172,182,195,253],"why":[32],"participate":[34,244],"surveys,":[36],"there":[37],"is":[38],"a":[39,55,76,82,103,175,188],"paucity":[40],"of":[41,75,116,150,251],"evidence":[42],"exploring":[43],"variation":[44],"preferences":[46,59],"studies.":[51],"METHODS:":[52],"We":[53],"used":[54,111,138,236],"DCE":[56],"to":[57,78,112,139,214,229,237,243],"estimate":[58],"preference":[63],"research":[64],"among":[65],"an":[66],"online":[67],"survey":[68,206],"panel":[69],"sample.":[70],"Preferences":[71],"the":[73,141,156,205,249],"characteristics":[74],"study":[77],"be":[79,235],"conducted":[80],"at":[81],"local":[83],"hospital":[84],"were":[85,125,211],"assessed":[86],"across":[87,99],"five":[88],"attributes":[89],"(validity,":[90],"relevance,":[91,184],"bias,":[92],"burden,":[93],"time":[94,203],"payment)":[96],"described":[98],"three":[100,114],"levels":[101],"using":[102],"starring":[104],"system.":[105],"A":[106],"D-efficient":[107],"experimental":[108],"design":[109],"was":[110,137,162],"construct":[113],"blocks":[115],"12":[117],"choice":[118],"tasks":[119],"with":[120],"two":[121,169],"profiles":[122],"each.":[123],"Respondents":[124],"also":[126],"asked":[127],"about":[128],"factors":[129],"motivated":[131],"their":[132],"choices.":[133],"Mixed":[134],"logistic":[135],"regression":[136],"analyze":[140],"aggregate":[142,159],"sample":[143],"latent":[145],"class":[146,166],"analysis":[147],"identified":[148,168],"segments":[149,170],"respondents.":[151],"RESULTS:":[152],"629":[153],"respondents":[154,200],"completed":[155],"experiment.":[157],"In":[158],"\"study":[160],"validity\"":[161],"most":[163,181,194],"important.":[164],"Latent":[165],"results":[167],"based":[171],"underlying":[173],"motivations:":[174],"quality-focused":[176],"segment":[177,190],"(76%)":[178],"who":[179,192],"focused":[180,193],"validity,":[183],"bias":[186],"convenience-focused":[189],"(24%)":[191],"reimbursement":[196],"time.":[198],"Quality-focused":[199],"spent":[201],"more":[202,212],"completing":[204],"(p":[207,218,224],"<":[208,219,225],"0.001)":[209],"likely":[213],"identify":[215],"data":[216],"quality":[217],"0.01)":[220,226],"societal":[222],"well-being":[223],"participate.":[230],"CONCLUSIONS:":[231],"This":[232],"information":[233],"can":[234],"better":[238],"understand":[239],"variability":[240],"surveys":[247],"impact":[250],"response":[254],"quality.":[255]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
