{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,23]],"date-time":"2024-09-23T03:40:38Z","timestamp":1727062838823},"reference-count":18,"publisher":"Wiley","issue":"9","license":[{"start":{"date-parts":[[2003,4,14]],"date-time":"2003-04-14T00:00:00Z","timestamp":1050278400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Statistics in Medicine"],"published-print":{"date-parts":[[2003,5,15]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>In 1997, the Office of Management and Budget issued revised standards for the collection of race information within the Federal statistical system. One revision allows individuals to choose more than one race group when responding to Federal surveys and other Federal data collections. This paper explores methods that impute single\u2010race categories for those who have given multiple\u2010race responses. Such imputations would be useful when it is desired to conduct analyses involving only single\u2010race categories, such as when trends over time are being examined by race group so that data collected under the old and new standards are being combined. The National Health Interview Survey has allowed multiple\u2010race responses for several years, while also asking respondents to specify one race as their primary race. Exploratory analyses of data from the survey suggest that imputation methods that use demographic and contextual covariate information to predict primary race can have advantages with respect to lower bias and improved variance estimation compared to simpler methods discussed by the Office of Management and Budget. It also appears, however, that the relationships between primary race and covariates might be changing over time. Thus, caution should be exercised if an imputation model fitted to data from one time period is to be applied to data from another time period. Published in 2003 by John Wiley &amp; Sons, Ltd.<\/jats:p>","DOI":"10.1002\/sim.1512","type":"journal-article","created":{"date-parts":[[2003,4,16]],"date-time":"2003-04-16T10:09:18Z","timestamp":1050487758000},"page":"1571-1587","source":"Crossref","is-referenced-by-count":45,"title":["From single\u2010race reporting to multiple\u2010race reporting: using imputation methods to bridge the transition"],"prefix":"10.1002","volume":"22","author":[{"given":"Nathaniel","family":"Schenker","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jennifer D.","family":"Parker","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2003,4,14]]},"reference":[{"key":"e_1_2_1_2_2","unstructured":"Office of Management and Budget.Revisions to the standards for the classification of Federal data on race and ethnicity. Federal Register 62FR58781\u201058790 1997."},{"key":"e_1_2_1_3_2","unstructured":"Office of Management and Budget.Race and ethnic standards for Federal statistics and administrative reporting. Statistical Policy Directive 15 1977."},{"key":"e_1_2_1_4_2","unstructured":"Bureau of the Census.Overview of race and Hispanic origin. Census 2000 Brief 2001."},{"key":"e_1_2_1_5_2","unstructured":"Office of Management and Budget.Recommendation from the Interagency Committee for the Review of the Racial and Ethnic Standards to the Office of Management and Budget concerning changes to the standards for the classification of Federal data on race and ethnicity. Federal Register 62FR36873\u201036946 1997."},{"key":"e_1_2_1_6_2","unstructured":"Office of Management and Budget. Provisional guidance on the implementation of the 1997 standards for Federal data on race and ethnicity. Athttp:\/\/www.whitehouse.gov\/omb\/inforeg\/r&e_guidance2000update.pdf(2000)."},{"issue":"199","key":"e_1_2_1_7_2","first-page":"1","article-title":"Current estimates from the National Health Interview Survey","volume":"10","author":"Benson V","year":"1995","journal-title":"Vital and Health Statistics"},{"key":"e_1_2_1_8_2","doi-asserted-by":"publisher","DOI":"10.1002\/sim.1511"},{"key":"e_1_2_1_9_2","first-page":"375","article-title":"Interval estimation from multiply\u2010imputed data: a case study using census agriculture industry codes","volume":"3","author":"Rubin DB","year":"1987","journal-title":"Journal of Official Statistics"},{"key":"e_1_2_1_10_2","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1991.10475005"},{"key":"e_1_2_1_11_2","doi-asserted-by":"publisher","DOI":"10.2307\/2986331"},{"key":"e_1_2_1_12_2","doi-asserted-by":"publisher","DOI":"10.2105\/AJPH.90.11.1709"},{"key":"e_1_2_1_13_2","volume-title":"SUDAAN User's Manual: Software for Analysis of Correlated Data, Release 7.00","author":"Shah BV","year":"1997"},{"key":"e_1_2_1_14_2","doi-asserted-by":"publisher","DOI":"10.1002\/9780470316696"},{"key":"e_1_2_1_15_2","doi-asserted-by":"publisher","DOI":"10.1002\/sim.4780100410"},{"key":"e_1_2_1_16_2","first-page":"2772","volume-title":"Encyclopedia of Biostatistics","author":"Barnard J","year":"1998"},{"key":"e_1_2_1_17_2","doi-asserted-by":"publisher","DOI":"10.1214\/ss\/1177010269"},{"issue":"130","key":"e_1_2_1_18_2","first-page":"1","article-title":"Design and estimation for the National Health Interview Survey, 1995\u20102004","volume":"2","author":"Botman SL","year":"2000","journal-title":"Vital and Health Statistics"},{"key":"e_1_2_1_19_2","unstructured":"National Center for Health Statistics. Health measures in the new 1997 redesigned National Health Interview Survey (NHIS). Athttp:\/\/www.cdc.gov\/nchs\/about\/major\/nhis\/hisdesgn.htm."}],"container-title":["Statistics in Medicine"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.wiley.com\/onlinelibrary\/tdm\/v1\/articles\/10.1002%2Fsim.1512","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/sim.1512","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,13]],"date-time":"2023-09-13T18:27:01Z","timestamp":1694629621000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/sim.1512"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2003,4,14]]},"references-count":18,"journal-issue":{"issue":"9","published-print":{"date-parts":[[2003,5,15]]}},"alternative-id":["10.1002\/sim.1512"],"URL":"https:\/\/doi.org\/10.1002\/sim.1512","archive":["Portico"],"relation":{},"ISSN":["0277-6715","1097-0258"],"issn-type":[{"value":"0277-6715","type":"print"},{"value":"1097-0258","type":"electronic"}],"subject":[],"published":{"date-parts":[[2003,4,14]]}}}