Adjustment of cancer incidence rates for ethnic misclassification

被引:32
作者
Stewart, SL [1 ]
Swallen, KC [1 ]
Glaser, SL [1 ]
Horn-Ross, PL [1 ]
West, DW [1 ]
机构
[1] No Calif Canc Ctr, Union City, CA 94587 USA
关键词
double sampling; Hispanic; logistic regression; self-identification;
D O I
10.2307/3109783
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Although ethnic population counts measured by the United States Census are based on self-identification, the same is not necessarily true of cases reported to cancer registries. The use of different ethnic classification methods for numerators and denominators may therefore lead to biased estimates of cancer incidence rates. The extent of such misclassification may be assessed by conducting an ethnicity survey of cancer patients and estimating the proportion misclassified using double sampling models that account for sample stratification. For two ethnic categories, logistic regression may be used to model self-identified ethnicity as a function of demographic variables and the fallible classification method. Incidence rates then may be adjusted for misclassification using regression results to estimate the number of cancer cases of a given age, sex, and site in each self-identified ethnic group. An example is given using this method to estimate ethnic misclassification of San Francisco Bay area Hispanic cancer patients diagnosed in 1990. Results suggest that the number of cancer cases reported as Hispanic is an underestimate of the number of cases self-identified as Hispanic, resulting in an underestimate of Hispanic cancer rates.
引用
收藏
页码:774 / 781
页数:8
相关论文
共 18 条
[1]  
Breslow NE, 1980, STAT METHODS CANC RE, V1, DOI DOI 10.1097/00002030-199912240-00009
[3]   LOCALLY OPTIMAL-DESIGN FOR COMPARING 2 PROBABILITIES FROM BINOMIAL DATA SUBJECT TO MISCLASSIFICATION [J].
CHERNOFF, H ;
HAITOVSKY, Y .
BIOMETRIKA, 1990, 77 (04) :797-805
[4]   ESSAY ON SCREENING, OR ON 2-PHASE SAMPLING, APPLIED TO SURVEYS OF A COMMUNITY [J].
DEMING, WE .
INTERNATIONAL STATISTICAL REVIEW, 1977, 45 (01) :29-37
[5]   LOG-LINEAR MODELS FOR DOUBLY SAMPLED CATEGORICAL-DATA FITTED BY THE EM ALGORITHM [J].
ESPELAND, MA ;
ODOROFF, CL .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1985, 80 (391) :663-670
[6]   A GENERAL-APPROACH TO ANALYZING EPIDEMIOLOGIC DATA THAT CONTAIN MISCLASSIFICATION ERRORS [J].
ESPELAND, MA ;
HUI, SL .
BIOMETRICS, 1987, 43 (04) :1001-1012
[7]   RACIAL MISCLASSIFICATION OF NATIVE-AMERICANS IN A SURVEILLANCE, EPIDEMIOLOGY, AND END RESULTS CANCER REGISTRY [J].
FROST, F ;
TAYLOR, V ;
FRIES, E .
JOURNAL OF THE NATIONAL CANCER INSTITUTE, 1992, 84 (12) :957-962
[8]   CONDITIONAL RESAMPLING FOR MISCLASSIFIED MULTINOMIAL DATA WITH APPLICATIONS TO SAMPLING INSPECTION [J].
HAITOVSKY, Y ;
RAPP, J .
TECHNOMETRICS, 1992, 34 (04) :473-483
[9]   USE OF DOUBLE SAMPLING SCHEMES IN ANALYZING CATEGORICAL DATA WITH MISCLASSIFICATION ERRORS [J].
HOCHBERG, Y .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1977, 72 (360) :914-921