{"id":"https://openalex.org/W4396989709","doi":"https://doi.org/10.1681/asn.20223311s1249a","title":"Comparison of Actual vs. ZIP Code-Predicted Highest Educational Attainment in ESKD and Non-ESKD Participants","display_name":"Comparison of Actual vs. ZIP Code-Predicted Highest Educational Attainment in ESKD and Non-ESKD Participants","publication_year":2022,"publication_date":"2022-11-01","ids":{"openalex":"https://openalex.org/W4396989709","doi":"https://doi.org/10.1681/asn.20223311s1249a"},"language":"en","primary_location":{"id":"doi:10.1681/asn.20223311s1249a","doi":"https://doi.org/10.1681/asn.20223311s1249a","is_oa":false,"landing_page_url":"https://doi.org/10.1681/asn.20223311s1249a","pdf_url":null,"source":{"id":"https://openalex.org/S115693375","display_name":"Journal of the American Society of Nephrology","issn_l":"1046-6673","issn":["1046-6673","1533-3450"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315620","host_organization_name":"American Society of Nephrology","host_organization_lineage":["https://openalex.org/P4310315620"],"host_organization_lineage_names":["American Society of Nephrology"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Society of Nephrology","raw_type":"journal-article"},"volume":null,"type":"conference-abstract","indexed_in":["crossref"],"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/A5025440962","display_name":"Yang David Dai","orcid":"https://orcid.org/0000-0002-7638-849X","observed_orcids":["https://orcid.org/0000-0002-7638-849X"]},"institutions":[{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yang Dai","raw_affiliation_strings":["Icahn School of Medicine at Mount Sinai, New York, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Icahn School of Medicine at Mount Sinai, New York, NY","institution_ids":["https://openalex.org/I98704320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002202603","display_name":"Huei Hsun Wen","orcid":"https://orcid.org/0000-0002-8224-9197","observed_orcids":["https://orcid.org/0000-0002-8224-9197"]},"institutions":[{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huei Hsun Wen","raw_affiliation_strings":["Icahn School of Medicine at Mount Sinai, New York, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Icahn School of Medicine at Mount Sinai, New York, NY","institution_ids":["https://openalex.org/I98704320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047405500","display_name":"Girish N. Nadkarni","orcid":"https://orcid.org/0000-0001-6319-4314","observed_orcids":["https://orcid.org/0000-0001-6319-4314"]},"institutions":[{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Girish N. Nadkarni","raw_affiliation_strings":["Icahn School of Medicine at Mount Sinai, New York, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Icahn School of Medicine at Mount Sinai, New York, NY","institution_ids":["https://openalex.org/I98704320"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059085082","display_name":"Lili Chan","orcid":"https://orcid.org/0000-0003-4300-5760","observed_orcids":["https://orcid.org/0000-0003-4300-5760"]},"institutions":[{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lili Chan","raw_affiliation_strings":["Icahn School of Medicine at Mount Sinai, New York, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Icahn School of Medicine at Mount Sinai, New York, NY","institution_ids":["https://openalex.org/I98704320"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I98704320"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"33","issue":"11S","first_page":"249","last_page":"249"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10235","display_name":"Health disparities and outcomes","score":0.40450000762939453,"subfield":{"id":"https://openalex.org/subfields/3306","display_name":"Health"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10235","display_name":"Health disparities and outcomes","score":0.40450000762939453,"subfield":{"id":"https://openalex.org/subfields/3306","display_name":"Health"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10291","display_name":"Dialysis and Renal Disease Management","score":0.3578999936580658,"subfield":{"id":"https://openalex.org/subfields/2727","display_name":"Nephrology"},"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/T10408","display_name":"Chronic Kidney Disease and Diabetes","score":0.1298000067472458,"subfield":{"id":"https://openalex.org/subfields/2727","display_name":"Nephrology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/educational-attainment","display_name":"educational attainment","score":0.8399999737739563},{"id":"https://openalex.org/keywords/end-stage-renal-disease","display_name":"end-stage renal disease","score":0.7570000290870667},{"id":"https://openalex.org/keywords/social-determinants-of-health","display_name":"social determinants of health","score":0.9200000166893005},{"id":"https://openalex.org/keywords/census-data","display_name":"census data","score":0.7250000238418579},{"id":"https://openalex.org/keywords/hemodialysis","display_name":"hemodialysis","score":0.8560000061988831},{"id":"https://openalex.org/keywords/urban-neighborhoods","display_name":"urban neighborhoods","score":0.8669999837875366},{"id":"https://openalex.org/keywords/data-accuracy","display_name":"data accuracy","score":0.4399999976158142},{"id":"https://openalex.org/keywords/race-and-ethnicity","display_name":"race and ethnicity","score":0.5070000290870667},{"id":"https://openalex.org/keywords/new-york-city","display_name":"New York City","score":0.7369999885559082}],"concepts":[{"id":"https://openalex.org/C3018590553","wikidata":"https://www.wikidata.org/wiki/Q136208","display_name":"Zip code","level":2,"score":0.5542850494384766},{"id":"https://openalex.org/C2779297142","wikidata":"https://www.wikidata.org/wiki/Q3276412","display_name":"Educational attainment","level":2,"score":0.5270181894302368},{"id":"https://openalex.org/C74909509","wikidata":"https://www.wikidata.org/wiki/Q10387","display_name":"Gerontology","level":1,"score":0.43080317974090576},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3890976011753082},{"id":"https://openalex.org/C4249254","wikidata":"https://www.wikidata.org/wiki/Q3044431","display_name":"Demographic economics","level":1,"score":0.23379811644554138},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.22850030660629272},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.15850886702537537}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1681/asn.20223311s1249a","doi":"https://doi.org/10.1681/asn.20223311s1249a","is_oa":false,"landing_page_url":"https://doi.org/10.1681/asn.20223311s1249a","pdf_url":null,"source":{"id":"https://openalex.org/S115693375","display_name":"Journal of the American Society of Nephrology","issn_l":"1046-6673","issn":["1046-6673","1533-3450"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315620","host_organization_name":"American Society of Nephrology","host_organization_lineage":["https://openalex.org/P4310315620"],"host_organization_lineage_names":["American Society of Nephrology"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Society of Nephrology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9537000060081482,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"},{"score":0.7578999996185303,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4403830742","https://openalex.org/W7034018346","https://openalex.org/W2306033127","https://openalex.org/W7105914785","https://openalex.org/W2765218887","https://openalex.org/W4398235841","https://openalex.org/W7155845756","https://openalex.org/W7119954838","https://openalex.org/W7017570112","https://openalex.org/W4383500543"],"abstract_inverted_index":{"Background:":[0],"Research":[1],"on":[2],"the":[3,56,61,75,90,108,114,116,119,123,158,192,238,245,258,270],"association":[4],"of":[5,8,126,194,205,220,226,319],"social":[6],"determinants":[7],"health":[9],"(SDOH)":[10],"and":[11,28,37,59,81,92,133,154,166,188,191,200,213,224,267,276,283,293,297,322],"clinical":[12],"outcomes":[13],"in":[14,32,55,145,177,185,218,273,316,330],"participants":[15,50,70,136,150,163,170,211,221,228,275,320],"with":[16,94,164,212,222,321],"kidney":[17],"disease":[18],"often":[19],"use":[20],"SDOH":[21,40],"measures":[22,41],"identified":[23,138,217],"using":[24,311],"participants\u2019":[25,84,129],"zip":[26,35,85,99,130,196,284,306],"code":[27,36,86,100,285,307],"census":[29,38,312],"data.":[30],"However,":[31],"urban":[33,304],"neighborhoods,":[34],"derived":[39],"may":[42,328],"be":[43],"inaccurate.":[44],"Methods:":[45],"We":[46,103],"utilized":[47],"data":[48,106,112,313],"from":[49,60,89,107,113],"\u226525":[51],"years":[52,184],"old":[53],"enrolled":[54],"BioMe":[57],"Biobank":[58],"Mount":[62],"Sinai":[63],"Kidney":[64],"Center":[65],"hemodialysis":[66],"(HD)":[67],"unit.":[68,148],"All":[69],"completed":[71,118],"a":[72,95,146],"questionnaire":[73],"regarding":[74],"highest":[76,124,271],"education":[77,127,206,240,248,254],"obtained,":[78],"age,":[79,152],"gender,":[80,132,153],"race/ethnicity.":[82,134],"The":[83],"was":[87,182,198,207,255,288],"obtained":[88],"EHR":[91],"those":[93],"New":[96],"York":[97],"City":[98],"were":[101,137,151,171,262],"kept.":[102],"then":[104],"used":[105],"American":[109],"Community":[110],"Survey":[111],"year":[115],"participant":[117],"survey":[120,281],"to":[121,157],"predict":[122],"level":[125,241],"given":[128],"code,":[131],"ESKD":[135,159,165,187,223,274,292],"by":[139,143],"ICD9/10":[140],"codes":[141,197],"or":[142],"enrollment":[144],"HD":[147],"Non-ESKD":[149],"race/ethnicity":[155],"matched":[156,168],"participants.":[160,278],"Results:":[161],"732":[162,167],"non-ESKD":[169,189,227,277,294],"identified.":[172],"Patient":[173],"demographics":[174],"are":[175],"presented":[176],"Figure":[178],"1A.":[179],"Average":[180],"age":[181],"58\u00b113":[183],"both":[186,291],"cohorts,":[190],"number":[193],"unique":[195],"130":[199],"137":[201],"respectively.":[202,300],"Correct":[203],"prediction":[204,235,251],"significantly":[208],"different":[209],"between":[210,280],"without":[214,323],"ESKD,":[215],"correctly":[216],"32%":[219],"27%":[225],"(Figure":[229],"1B":[230],"&":[231],"C),":[232],"P=0.02.":[233],"Lower":[234],"means":[236,252],"that":[237],"predicted":[239,253,286,308],"is":[242,314],"lower":[243],"than":[244,257],"participant\u2019s":[246],"actual":[247],"level.":[249],"Higher":[250],"higher":[256],"real":[259],"degree.":[260],"Results":[261],"similar":[263],"across":[264],"genders.":[265],"Blacks":[266],"Hispanics":[268],"had":[269],"concordance":[272],"Concordance":[279],"results":[282,287],"poor":[289],"for":[290],"participants,":[295],"K0.05":[296],"K":[298],"0.02":[299],"Conclusions:":[301],"In":[302],"an":[303],"city,":[305],"educational":[309],"attainment":[310],"inaccurate":[315],"two":[317],"thirds":[318],"ESKD.":[324],"Smaller":[325],"geographic":[326],"areas":[327],"result":[329],"improved":[331],"concordance.":[332],"Funding:":[333],"NIDDK":[334],"Support":[335]},"counts_by_year":[],"updated_date":"2026-09-22T06:50:58.402377","created_date":"2024-05-18T00:00:00"}
