{"id":"https://openalex.org/W4394795387","doi":"https://doi.org/10.1016/j.pmedr.2024.102727","title":"The relationship between public risk preference and the underuse or overuse of preventive health services in the information age","display_name":"The relationship between public risk preference and the underuse or overuse of preventive health services in the information age","publication_year":2024,"publication_date":"2024-04-12","ids":{"openalex":"https://openalex.org/W4394795387","doi":"https://doi.org/10.1016/j.pmedr.2024.102727","pmid":"https://pubmed.ncbi.nlm.nih.gov/38633208","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/11021990"},"language":"en","primary_location":{"id":"doi:10.1016/j.pmedr.2024.102727","doi":"https://doi.org/10.1016/j.pmedr.2024.102727","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.pmedr.2024.102727","pdf_url":null,"source":{"id":"https://openalex.org/S2736416831","display_name":"Preventive Medicine Reports","issn_l":"2211-3355","issn":["2211-3355"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-1","ki-jl-1","norway-1","poland-70","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Preventive Medicine Reports","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.pmedr.2024.102727","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064209071","display_name":"Jiao L\u00fc","orcid":"https://orcid.org/0000-0003-0866-8104","observed_orcids":["https://orcid.org/0000-0003-0866-8104"]},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiao Lu","raw_affiliation_strings":["School of Public Policy and Administration, Xi'an Jiaotong University, Xi'an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0000-0003-0866-8104","affiliations":[{"raw_affiliation_string":"School of Public Policy and Administration, Xi'an Jiaotong University, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102648584","display_name":"Yanan Dong","orcid":"https://orcid.org/0009-0004-7052-8385","observed_orcids":["https://orcid.org/0009-0004-7052-8385"]},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanan Dong","raw_affiliation_strings":["School of Public Policy and Administration, Xi'an Jiaotong University, Xi'an, Shaanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Public Policy and Administration, Xi'an Jiaotong University, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100328169","display_name":"Xiaoxiao Zhang","orcid":"https://orcid.org/0000-0002-4992-4453","observed_orcids":["https://orcid.org/0000-0002-4992-4453"]},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxiao Zhang","raw_affiliation_strings":["School of Public Policy and Administration, Xi'an Jiaotong University, Xi'an, Shaanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Public Policy and Administration, Xi'an Jiaotong University, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yuan Wang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I17721919","display_name":"Shanxi Medical University","ror":"https://ror.org/0265d1010","country_code":"CN","type":"education","lineage":["https://openalex.org/I17721919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Wang","raw_affiliation_strings":["School of Management, Shanxi Medical University, Taiyuan, Shanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Shanxi Medical University, Taiyuan, Shanxi, China","institution_ids":["https://openalex.org/I17721919"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112232491","display_name":"Zhongliang Zhou","orcid":"https://orcid.org/0000-0002-3850-4752","observed_orcids":["https://orcid.org/0000-0002-3850-4752","https://orcid.org/0000-0002-6564-6609"]},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhongliang Zhou","raw_affiliation_strings":["School of Public Policy and Administration, Xi'an Jiaotong University, Xi'an, Shaanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Public Policy and Administration, Xi'an Jiaotong University, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5064209071","https://openalex.org/A5112232491"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":{"value":2720,"currency":"USD","value_usd":2720},"apc_paid":{"value":2720,"currency":"USD","value_usd":2720},"fwci":2.5878,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.89216758,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"41","issue":null,"first_page":"102727","last_page":"102727"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.5048999786376953,"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":0.5048999786376953,"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/T14212","display_name":"Health Promotion and Cardiovascular Prevention","score":0.2632000148296356,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11573","display_name":"Risk Perception and Management","score":0.08079999685287476,"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/risk-preferences","display_name":"risk preferences","score":0.9110000133514404},{"id":"https://openalex.org/keywords/preventive-care","display_name":"preventive medicine","score":0.8330000042915344},{"id":"https://openalex.org/keywords/tumor-screening","display_name":"cancer screening","score":0.9290000200271606},{"id":"https://openalex.org/keywords/risk-seeking-behavior","display_name":"risk seeking","score":0.753000020980835},{"id":"https://openalex.org/keywords/risk-averse-behavior","display_name":"risk-averse behavior","score":0.9440000057220459},{"id":"https://openalex.org/keywords/online-health-information","display_name":"online health information","score":0.5929999947547913},{"id":"https://openalex.org/keywords/disease-risk-perception","display_name":"disease risk perception","score":0.8569999933242798},{"id":"https://openalex.org/keywords/item-response-theory","display_name":"item response theory","score":0.8730000257492065}],"concepts":[{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.5118114352226257},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.5038582682609558},{"id":"https://openalex.org/C163355716","wikidata":"https://www.wikidata.org/wiki/Q2154783","display_name":"Risk perception","level":3,"score":0.45821279287338257},{"id":"https://openalex.org/C52207206","wikidata":"https://www.wikidata.org/wiki/Q1773974","display_name":"Preventive healthcare","level":3,"score":0.4397995173931122},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4272233247756958},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.41630321741104126},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.37116581201553345},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.32404905557632446},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2860136032104492},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.28015342354774475},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.27605295181274414},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.13054713606834412},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1016/j.pmedr.2024.102727","doi":"https://doi.org/10.1016/j.pmedr.2024.102727","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.pmedr.2024.102727","pdf_url":null,"source":{"id":"https://openalex.org/S2736416831","display_name":"Preventive Medicine Reports","issn_l":"2211-3355","issn":["2211-3355"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-1","ki-jl-1","norway-1","poland-70","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Preventive Medicine Reports","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11021990","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11021990","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11021990/pdf/main.pdf","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,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Prev Med Rep","raw_type":"Text"},{"id":"pmid:38633208","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38633208","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":"Preventive medicine reports","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:eed243cc060241769c231575317573a9","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/eed243cc060241769c231575317573a9","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,"listed_in":[],"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":"Preventive Medicine Reports, Vol 41, Iss , Pp 102727- (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.pmedr.2024.102727","doi":"https://doi.org/10.1016/j.pmedr.2024.102727","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.pmedr.2024.102727","pdf_url":null,"source":{"id":"https://openalex.org/S2736416831","display_name":"Preventive Medicine Reports","issn_l":"2211-3355","issn":["2211-3355"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-1","ki-jl-1","norway-1","poland-70","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Preventive Medicine Reports","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.9763000011444092}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[{"id":"https://openalex.org/G1235770943","display_name":"\u57fa\u4e8e\u59d4\u6258\u4ee3\u7406\u7406\u8bba\u7684\u5bb6\u5ead\u533b\u751f\u7b7e\u7ea6\u670d\u52a1\u6fc0\u52b1\u673a\u5236\u7814\u7a76","funder_award_id":"71874137","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1559882690","display_name":null,"funder_award_id":"SK2023038","funder_id":"https://openalex.org/F4320321169","funder_display_name":"Xi\u2019an Jiaotong University"},{"id":"https://openalex.org/G288687304","display_name":null,"funder_award_id":"71804101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6407051975","display_name":null,"funder_award_id":"2022T150514","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G7576476420","display_name":null,"funder_award_id":"22YJA630059","funder_id":"https://openalex.org/F4320335982","funder_display_name":"Humanities and Social Science Fund of Ministry of Education of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321106","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934"},{"id":"https://openalex.org/F4320321169","display_name":"Xi\u2019an Jiaotong University","ror":"https://ror.org/017zhmm22"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320335982","display_name":"Humanities and Social Science Fund of Ministry of Education of China","ror":null},{"id":"https://openalex.org/F4320336751","display_name":"Science Foundation of Ministry of Education of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1534393796","https://openalex.org/W1601984572","https://openalex.org/W1794403333","https://openalex.org/W1961975194","https://openalex.org/W1986977853","https://openalex.org/W1991265986","https://openalex.org/W1994394210","https://openalex.org/W2027237354","https://openalex.org/W2081430061","https://openalex.org/W2083410299","https://openalex.org/W2099007243","https://openalex.org/W2109491732","https://openalex.org/W2183700819","https://openalex.org/W2195685108","https://openalex.org/W2330496134","https://openalex.org/W2517254957","https://openalex.org/W2570680039","https://openalex.org/W2570796533","https://openalex.org/W2611125623","https://openalex.org/W2727147444","https://openalex.org/W2738514616","https://openalex.org/W2769527085","https://openalex.org/W2800814333","https://openalex.org/W2905980662","https://openalex.org/W2935746551","https://openalex.org/W3011865677"],"related_works":["https://openalex.org/W7019640106","https://openalex.org/W1836529055","https://openalex.org/W2298267045","https://openalex.org/W1855067819","https://openalex.org/W2579647907","https://openalex.org/W4416840710","https://openalex.org/W4413977519","https://openalex.org/W2739506469","https://openalex.org/W3161906932","https://openalex.org/W4388765495"],"abstract_inverted_index":{"The":[0,62,105],"underuse":[1,45,123,136,155,237],"or":[2,46,124,238],"overuse":[3,47,125,147,166,239],"of":[4,15,48,126,156,167,201,215,240],"preventive":[5,49,127,137,157,168,208,241],"health":[6,50,128,138,158,169,209,242],"services":[7,159,170],"by":[8,26],"individuals":[9,131,142,162],"is":[10,181,193,223],"an":[11,81],"outward":[12],"behavioural":[13],"reflection":[14],"their":[16,27],"attitude":[17],"towards":[18],"disease":[19,202],"risk,":[20],"and":[21,44,89,102,108,122,204,235],"they":[22],"are":[23],"strongly":[24],"influenced":[25],"information-acquisition":[28,42,103,120,221],"ability.":[29,104],"Therefore,":[30],"we":[31],"try":[32],"to":[33,54,74,97,113,135,146,189,195,227],"explore":[34],"the":[35,38,59,83,115,154,165,175,179,182,187,197,212,216,229],"relationship":[36,116,231],"among":[37],"public":[39,188,220],"risk":[40,100,118,233],"preference,":[41,119],"ability":[43,121,151,222],"services,":[51,139],"in":[52,58,70,160,171],"order":[53],"provide":[55],"decision-making":[56],"basis":[57],"Information":[60,217],"Age.":[61],"survey":[63],"surveyed":[64],"2,211":[65],"respondents":[66],"aged":[67],"\u2265":[68],"18":[69],"China":[71],"from":[72],"September":[73],"December":[75],"2019.":[76],"Taking":[77],"cancer":[78],"screening":[79],"as":[80],"example,":[82],"multiple":[84],"price":[85],"list":[86],"(MPL)":[87],"test":[88],"item":[90],"response":[91],"theory":[92],"(IRT)":[93],"model":[94,107,110],"were":[95,111,132,143],"used":[96,112],"measure":[98],"individual":[99],"preference":[101,234],"Logit":[106],"Tobit":[109],"estimate":[114],"between":[117,232],"services.":[129,149,210,243],"Risk-seeking":[130],"more":[133,144],"likely":[134,145],"while":[140],"risk-averse":[141,172],"such":[148],"Information-acquisition":[150],"may":[152],"improve":[153],"risk-seeking":[161],"but":[163],"exacerbate":[164],"individuals.":[173],"Among":[174],"investigated":[176],"information":[177],"channels,":[178],"Internet":[180],"most":[183],"effective":[184],"way":[185,226],"for":[186],"obtain":[190],"information.":[191],"It":[192],"necessary":[194],"change":[196],"public's":[198],"incorrect":[199],"perception":[200],"risks":[203,205],"associated":[206],"with":[207],"In":[211],"rapid":[213],"development":[214],"Age,":[218],"improving":[219],"a":[224],"practicable":[225],"correct":[228],"negative":[230],"individuals'":[236]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6}],"updated_date":"2026-10-29T09:56:32.521200","created_date":"2024-04-15T00:00:00"}