{"id":"https://openalex.org/W1986382772","doi":"https://doi.org/10.1007/s11121-014-0495-x","title":"Methods for Multilevel Ordinal Data in Prevention Research","display_name":"Methods for Multilevel Ordinal Data in Prevention Research","publication_year":2014,"publication_date":"2014-06-18","ids":{"openalex":"https://openalex.org/W1986382772","doi":"https://doi.org/10.1007/s11121-014-0495-x","mag":"1986382772","pmid":"https://pubmed.ncbi.nlm.nih.gov/24939751","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/4270960"},"language":"en","primary_location":{"id":"doi:10.1007/s11121-014-0495-x","doi":"https://doi.org/10.1007/s11121-014-0495-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11121-014-0495-x","pdf_url":null,"source":{"id":"https://openalex.org/S183721526","display_name":"Prevention Science","issn_l":"1389-4986","issn":["1389-4986","1573-6695"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","doyens","erih-plus","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Prevention Science","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4270960","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027249176","display_name":"Donald Hedeker","orcid":"https://orcid.org/0000-0001-8134-6094","observed_orcids":["https://orcid.org/0000-0001-8134-6094"]},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Donald Hedeker","raw_affiliation_strings":["Division of Epidemiology and Biostatistics (M/C 923), School of Public Health, University of Illinois at Chicago, 1603 West Taylor Street, Room 955, Chicago, IL, 60612-4336, USA. hedeker@uic.edu","University of Illinois at Chicago"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Epidemiology and Biostatistics (M/C 923), School of Public Health, University of Illinois at Chicago, 1603 West Taylor Street, Room 955, Chicago, IL, 60612-4336, USA. hedeker@uic.edu","institution_ids":["https://openalex.org/I39422238"]},{"raw_affiliation_string":"University of Illinois at Chicago","institution_ids":["https://openalex.org/I39422238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5027249176"],"corresponding_institution_ids":["https://openalex.org/I39422238"],"apc_list":{"value":3790,"currency":"USD","value_usd":3790},"apc_paid":null,"fwci":2.7229,"has_fulltext":false,"cited_by_count":58,"citation_normalized_percentile":{"value":0.90667204,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"16","issue":"7","first_page":"997","last_page":"1006"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10467","display_name":"Psychometric Methodologies and Testing","score":0.0038999998942017555,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T14374","display_name":"Statistical Methods in Epidemiology","score":0.0012000000569969416,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ordinal-outcomes","display_name":"ordinal outcomes","score":0.8320000171661377},{"id":"https://openalex.org/keywords/clustered-data","display_name":"clustered data","score":0.75},{"id":"https://openalex.org/keywords/longitudinal-data","display_name":"longitudinal data","score":0.9950000047683716},{"id":"https://openalex.org/keywords/proportional-odds-assumption","display_name":"proportional odds assumption","score":0.699999988079071},{"id":"https://openalex.org/keywords/nonnormal-distributions","display_name":"non-normal distributions","score":0.5260000228881836}],"concepts":[{"id":"https://openalex.org/C85461838","wikidata":"https://www.wikidata.org/wiki/Q7100785","display_name":"Ordinal data","level":2,"score":0.8753429651260376},{"id":"https://openalex.org/C110313322","wikidata":"https://www.wikidata.org/wiki/Q7100793","display_name":"Ordinal regression","level":2,"score":0.8662341833114624},{"id":"https://openalex.org/C119043178","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Covariate","level":2,"score":0.693004846572876},{"id":"https://openalex.org/C53059260","wikidata":"https://www.wikidata.org/wiki/Q374758","display_name":"Multilevel model","level":2,"score":0.6237050294876099},{"id":"https://openalex.org/C87227347","wikidata":"https://www.wikidata.org/wiki/Q7100713","display_name":"Ordered logit","level":2,"score":0.5834659934043884},{"id":"https://openalex.org/C2776157432","wikidata":"https://www.wikidata.org/wiki/Q1375683","display_name":"Normality","level":2,"score":0.5360555648803711},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5153645873069763},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.482090026140213},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47567692399024963},{"id":"https://openalex.org/C2909711754","wikidata":"https://www.wikidata.org/wiki/Q7100785","display_name":"Ordinal Scale","level":2,"score":0.4739782214164734},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.45476606488227844},{"id":"https://openalex.org/C144986985","wikidata":"https://www.wikidata.org/wiki/Q871236","display_name":"Hierarchical database model","level":2,"score":0.4488353133201599},{"id":"https://openalex.org/C143095724","wikidata":"https://www.wikidata.org/wiki/Q515895","display_name":"Odds","level":3,"score":0.4411998987197876},{"id":"https://openalex.org/C155164915","wikidata":"https://www.wikidata.org/wiki/Q1403186","display_name":"Health psychology","level":3,"score":0.42693865299224854},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3198722004890442},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.29405003786087036},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.24078747630119324},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13850077986717224},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.13491517305374146},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D011314","descriptor_name":"Preventive Health Services","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":true},{"descriptor_ui":"D012106","descriptor_name":"Research","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1007/s11121-014-0495-x","doi":"https://doi.org/10.1007/s11121-014-0495-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11121-014-0495-x","pdf_url":null,"source":{"id":"https://openalex.org/S183721526","display_name":"Prevention Science","issn_l":"1389-4986","issn":["1389-4986","1573-6695"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","doyens","erih-plus","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Prevention Science","raw_type":"journal-article"},{"id":"pmid:24939751","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24939751","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":"Prevention science : the official journal of the Society for Prevention Research","raw_type":"Journal Article"},{"id":"pmh:oai:europepmc.org:3997776","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4270960","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,"listed_in":[],"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":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:4270960","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4270960","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,"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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Prev Sci","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:europepmc.org:3997776","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4270960","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,"listed_in":[],"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":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.6240000128746033,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G5170961574","display_name":"Social - Emotional Contexts of Adolescent Smoking Patterns","funder_award_id":"P01CA098262","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"}],"funders":[{"id":"https://openalex.org/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W193617413","https://openalex.org/W214995755","https://openalex.org/W612521289","https://openalex.org/W1201749067","https://openalex.org/W1506609358","https://openalex.org/W1599483077","https://openalex.org/W1895131631","https://openalex.org/W1967495697","https://openalex.org/W1971950880","https://openalex.org/W1974470817","https://openalex.org/W1975895811","https://openalex.org/W1986038840","https://openalex.org/W1998943052","https://openalex.org/W2006570445","https://openalex.org/W2008976020","https://openalex.org/W2014602125","https://openalex.org/W2021604300","https://openalex.org/W2029974256","https://openalex.org/W2030769837","https://openalex.org/W2034368650","https://openalex.org/W2040319522","https://openalex.org/W2040834284","https://openalex.org/W2045347140","https://openalex.org/W2046376969","https://openalex.org/W2049390752","https://openalex.org/W2052341244","https://openalex.org/W2053724098","https://openalex.org/W2061320251","https://openalex.org/W2075453825","https://openalex.org/W2076983043","https://openalex.org/W2077192207","https://openalex.org/W2088755707","https://openalex.org/W2114613490","https://openalex.org/W2127682847","https://openalex.org/W2132221661","https://openalex.org/W2135266706","https://openalex.org/W2145603985","https://openalex.org/W2147098768","https://openalex.org/W2149526219","https://openalex.org/W2158807229","https://openalex.org/W2166452755","https://openalex.org/W2167440987","https://openalex.org/W2182951228","https://openalex.org/W2198505024","https://openalex.org/W2337193626","https://openalex.org/W2497171922","https://openalex.org/W2497485327","https://openalex.org/W2500897968","https://openalex.org/W2505563037","https://openalex.org/W4300157606","https://openalex.org/W6639651532"],"related_works":["https://openalex.org/W282211284","https://openalex.org/W7100511054","https://openalex.org/W1656877397","https://openalex.org/W2343794075","https://openalex.org/W7133311085","https://openalex.org/W2505261592","https://openalex.org/W1608226036","https://openalex.org/W107549806","https://openalex.org/W2088755707","https://openalex.org/W846862529"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}