{"id":"https://openalex.org/W2399748236","doi":"https://doi.org/10.1002/hec.860","title":"Determinants of access to physician services in Italy: a latent class seemingly unrelated probit approach","display_name":"Determinants of access to physician services in Italy: a latent class seemingly unrelated probit approach","publication_year":2004,"publication_date":"2004-03-04","ids":{"openalex":"https://openalex.org/W2399748236","doi":"https://doi.org/10.1002/hec.860","mag":"2399748236","pmid":"https://pubmed.ncbi.nlm.nih.gov/15259045"},"language":"en","primary_location":{"id":"doi:10.1002/hec.860","doi":"https://doi.org/10.1002/hec.860","is_oa":false,"landing_page_url":"https://doi.org/10.1002/hec.860","pdf_url":null,"source":{"id":"https://openalex.org/S145200904","display_name":"Health Economics","issn_l":"1057-9230","issn":["1057-9230","1099-1050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-class-a","anvur-scientific","cwts-core","dongbi-b","doyens","fnege-2","jufo-2","ki-jl-2","medline","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Economics","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/A5077189057","display_name":"Vincenzo Atella","orcid":"https://orcid.org/0000-0003-3566-837X","observed_orcids":["https://orcid.org/0000-0003-3566-837X"]},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Vincenzo Atella","raw_affiliation_strings":["Department of Economics, CEIS Tor Vergata and SEFEMEQ, University of Rome Tor Vergata, Rome, Italy. atella@uniroma2.it","Department of Economics, University of Rome Tor Vergata, Via Columbia n.2, Roma, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Economics, CEIS Tor Vergata and SEFEMEQ, University of Rome Tor Vergata, Rome, Italy. atella@uniroma2.it","institution_ids":["https://openalex.org/I116067653"]},{"raw_affiliation_string":"Department of Economics, University of Rome Tor Vergata, Via Columbia n.2, Roma, Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078276492","display_name":"Francesco Brindisi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]},{"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":["IT","US"],"is_corresponding":false,"raw_author_name":"Francesco Brindisi","raw_affiliation_strings":["Columbia University, New York, USA","Department of Economics, CEIS Tor Vergata, University of Rome Tor Vergata, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Columbia University, New York, USA","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Department of Economics, CEIS Tor Vergata, University of Rome Tor Vergata, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087221064","display_name":"Partha Deb","orcid":"https://orcid.org/0000-0003-1876-8678","observed_orcids":["https://orcid.org/0000-0003-1876-8678"]},"institutions":[{"id":"https://openalex.org/I39694355","display_name":"Hunter College","ror":"https://ror.org/00g2xk477","country_code":"US","type":"education","lineage":["https://openalex.org/I39694355"]},{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Partha Deb","raw_affiliation_strings":["Department of Economics, Indiana University-Purdue University Indianapolis, Indianapolis, USA","Hunter College, CUNY, New York, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Economics, Indiana University-Purdue University Indianapolis, Indianapolis, USA","institution_ids":["https://openalex.org/I55769427"]},{"raw_affiliation_string":"Hunter College, CUNY, New York, USA","institution_ids":["https://openalex.org/I39694355"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066954078","display_name":"Furio C. Rosati","orcid":"https://orcid.org/0000-0001-5382-5813","observed_orcids":["https://orcid.org/0000-0001-5382-5813","https://orcid.org/0000-0002-7826-4925"]},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Furio C. Rosati","raw_affiliation_strings":["Department of Economics, University of Rome Tor Vergata, Rome, Italy","Understanding Children's Work, Florence, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Economics, University of Rome Tor Vergata, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]},{"raw_affiliation_string":"Understanding Children's Work, Florence, Italy","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5077189057"],"corresponding_institution_ids":["https://openalex.org/I116067653"],"apc_list":{"value":4050,"currency":"USD","value_usd":4050},"apc_paid":null,"fwci":12.6339,"has_fulltext":false,"cited_by_count":83,"citation_normalized_percentile":{"value":0.9823165,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"13","issue":"7","first_page":"657","last_page":"668"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10391","display_name":"Healthcare Policy and Management","score":0.8070999979972839,"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/T10391","display_name":"Healthcare Policy and Management","score":0.8070999979972839,"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/T11531","display_name":"Healthcare Systems and Reforms","score":0.09830000251531601,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"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/T11590","display_name":"Primary Care and Health Outcomes","score":0.024700000882148743,"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/general-practitioners","display_name":"general practitioners","score":0.9549999833106995},{"id":"https://openalex.org/keywords/specialist-care","display_name":"specialist care","score":0.7990000247955322},{"id":"https://openalex.org/keywords/public-and-private-health-care","display_name":"public and private health services","score":0.6909999847412109},{"id":"https://openalex.org/keywords/patient-behavior","display_name":"patient behavior","score":0.5410000085830688},{"id":"https://openalex.org/keywords/health-status","display_name":"health status","score":0.9039999842643738},{"id":"https://openalex.org/keywords/social-vulnerability","display_name":"social vulnerability","score":0.8370000123977661},{"id":"https://openalex.org/keywords/latent-class-analysis","display_name":"latent class analysis","score":0.6790000200271606},{"id":"https://openalex.org/keywords/italy","display_name":"Italy","score":0.6349999904632568}],"concepts":[{"id":"https://openalex.org/C70727504","wikidata":"https://www.wikidata.org/wiki/Q1806878","display_name":"Latent class model","level":2,"score":0.7879009246826172},{"id":"https://openalex.org/C67257552","wikidata":"https://www.wikidata.org/wiki/Q635217","display_name":"Probit model","level":2,"score":0.6956652402877808},{"id":"https://openalex.org/C2776157432","wikidata":"https://www.wikidata.org/wiki/Q1375683","display_name":"Normality","level":2,"score":0.600914716720581},{"id":"https://openalex.org/C70339092","wikidata":"https://www.wikidata.org/wiki/Q7100715","display_name":"Ordered probit","level":2,"score":0.5804874300956726},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5358086824417114},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.47689083218574524},{"id":"https://openalex.org/C184314375","wikidata":"https://www.wikidata.org/wiki/Q3117995","display_name":"Probit","level":2,"score":0.4722910523414612},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4488735496997833},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.4418284595012665},{"id":"https://openalex.org/C100001284","wikidata":"https://www.wikidata.org/wiki/Q2248246","display_name":"Public economics","level":1,"score":0.40212270617485046},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.3912982642650604},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3594820499420166},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.30810874700546265},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.25294458866119385},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.18639856576919556},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.18373233079910278},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16665112972259521},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.1586892008781433},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11269065737724304},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08572006225585938},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D005194","descriptor_name":"Family Practice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006297","descriptor_name":"Health Services Accessibility","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D006301","descriptor_name":"Health Services Needs and Demand","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":"D007182","descriptor_name":"Income","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007558","descriptor_name":"Italy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008511","descriptor_name":"Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012923","descriptor_name":"Social Class","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013038","descriptor_name":"Specialization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017059","descriptor_name":"Models, Econometric","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017149","descriptor_name":"Private Sector","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017150","descriptor_name":"Public Sector","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D036262","descriptor_name":"Empirical Research","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.1002/hec.860","doi":"https://doi.org/10.1002/hec.860","is_oa":false,"landing_page_url":"https://doi.org/10.1002/hec.860","pdf_url":null,"source":{"id":"https://openalex.org/S145200904","display_name":"Health Economics","issn_l":"1057-9230","issn":["1057-9230","1099-1050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-class-a","anvur-scientific","cwts-core","dongbi-b","doyens","fnege-2","jufo-2","ki-jl-2","medline","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Economics","raw_type":"journal-article"},{"id":"pmid:15259045","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/15259045","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":"Health economics","raw_type":"Comparative Study"},{"id":"pmh:oai:RePEc:rtv:ceisrp:36","doi":null,"is_oa":false,"landing_page_url":"https://ceistorvergata.it/RePEc/rpaper/No-36-Atella,Brindisi,Deb,Rosati.pdf","pdf_url":"https://ceistorvergata.it/RePEc/rpaper/No-36-Atella,Brindisi,Deb,Rosati.pdf","source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"preprint"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.573.5466","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.573.5466","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://dspace.uniroma2.it/dspace/bitstream/2108/302/1/ssrn-id320880.pdf","raw_type":"text"},{"id":"mag:2399748236","doi":null,"is_oa":false,"landing_page_url":"http://EconPapers.repec.org/RePEc:rtv:ceisrp:36","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"RePEc: Research Papers in Economics","raw_type":null},{"id":"pmh:oai:RePEc:wly:hlthec:v:13:y:2004:i:7:p:657-668","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1002/hec.860","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.8974000215530396}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324579","display_name":"Universit\u00e0 degli Studi di Roma Tor Vergata","ror":"https://ror.org/02p77k626"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W306662213","https://openalex.org/W1498529027","https://openalex.org/W1976789936","https://openalex.org/W2004877180","https://openalex.org/W2042357313","https://openalex.org/W2046420182","https://openalex.org/W2046626514","https://openalex.org/W2058453285","https://openalex.org/W2065288020","https://openalex.org/W2076211043","https://openalex.org/W2141648516","https://openalex.org/W2151152699","https://openalex.org/W4212978680","https://openalex.org/W4243830243"],"related_works":["https://openalex.org/W7096498337","https://openalex.org/W7097864186","https://openalex.org/W1575707269","https://openalex.org/W3023868056","https://openalex.org/W2144688279","https://openalex.org/W2090723924","https://openalex.org/W2122273791","https://openalex.org/W1523463020","https://openalex.org/W2090783097","https://openalex.org/W6982132997"],"abstract_inverted_index":{"We":[0,25,60],"examine":[1],"access":[2],"to":[3,75,83],"general":[4],"practitioners":[5],"and":[6,13,35,39,80,88,94],"specialists":[7],"who":[8],"work":[9],"in":[10,16,56],"the":[11,66,98],"public":[12],"private":[14,90],"sectors":[15],"Italy":[17],"using":[18],"a":[19,27,33],"seemingly":[20],"unrelated":[21],"system":[22],"of":[23,43,68,102],"probits.":[24],"use":[26],"latent":[28,58],"class":[29,103],"formulation":[30],"that":[31,50,62],"provides":[32],"rich":[34],"flexible":[36],"functional":[37],"form":[38],"can":[40,53],"accommodate":[41],"non-normality":[42],"response":[44],"probabilities.":[45],"The":[46],"empirical":[47],"analysis":[48],"shows":[49],"patient":[51],"behavior":[52],"be":[54],"clustered":[55],"two":[57],"classes.":[59],"find":[61],"income":[63],"strongly":[64],"influences":[65],"mix":[67],"services.":[69],"Richer":[70],"individuals":[71],"are":[72,97],"less":[73],"likely":[74,82],"seek":[76,84],"care":[77,85],"from":[78,86],"GP's":[79],"more":[81],"specialists,":[87],"especially":[89],"specialists.":[91],"Health":[92],"status":[93],"societal":[95],"vulnerability":[96],"most":[99],"important":[100],"indicators":[101],"membership.":[104]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":6}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2016-06-24T00:00:00"}
