269981 Using principal component analysis to build an acculturation index for identifying Asian ethnic enclaves in California

Wednesday, October 31, 2012 : 1:30 PM - 1:50 PM

Jane Pham, PhD MPH , Department of Health Science, San Jose State University, San Jose, CA
Lesley Butler, PhD , Department of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, CO
Scarlett Lin Gomez, PhD , Research, Cancer Prevention Institute of California, Fremont, CA
Danielle Harvey, PhD , Division of Biostatistics, Department of Public Health Sciences, School of Medicine, University of California, Davis, Davis, CA
Level of acculturation may be considered a potential predictor of cancer risk, as traditional Asian diets and other health behaviors have been associated with cancer, and cultural values contribute to health care decision making. Block group level data from the US 2000 Census were used to develop an acculturation scale for Asian cancer patients. Four Census variables from California block groups (N=22,133) were chosen to be combined into a single acculturation score using principal components analysis: the percentage of population that were Asian, that were linguistically isolated with an Asian language, that spoke limited English and an Asian language, and that were recent immigrants (arrived within the last 10 years). Scores were discretized by quintiles into a 5-point index, with index 1 meaning the most acculturation among residents of a block group and index 5 meaning the least acculturation. Address at diagnosis was geocoded for 98.1% of Asian cancer cases (all cancer sites) in CCR diagnosed between 1996 and 2004 (N=99,431) to Census block groups, and each case was assigned the acculturation index of the Census block group they lived in at time of diagnosis. This acculturation index was significantly associated with individual acculturation measures, such as race, nativity, age at SSN issue and language preference and use. This acculturation index has begun to serve as a valuable data resource within the California Cancer Registry for researchers to identify ethnic enclaves and for investigating patterns of disease by community acculturation.

Learning Areas:
Assessment of individual and community needs for health education
Biostatistics, economics
Diversity and culture
Epidemiology

Learning Objectives:
Design an acculturation index using area-level aggregate variables. Evaluate the ability of an acculturation index to predict individual acculturation. Analyze population-based epidemiology data using an acculturation index.

Keywords: Asian Americans, Statistics

Presenting author's disclosure statement:

Qualified on the content I am responsible for because: Population-based cancer epidemiology and the development of the acculturation index to be presented were the topic of my PhD thesis at UC Davis, successfully defended in December 2011. I have contributed to a number of population-based cancer epidemiology studies with the California Prevention Institute of California, and teach Epidemiology and Biostatistics at San Jose State University.
Any relevant financial relationships? No

I agree to comply with the American Public Health Association Conflict of Interest and Commercial Support Guidelines, and to disclose to the participants any off-label or experimental uses of a commercial product or service discussed in my presentation.