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The Current Employment Statistics (CES) survey, conducted by the U.S. Bureau of Labor Statistics, is a large monthly survey of businesses that estimates employment, hours, and earnings by industry and geographic area. Previous research has shown that these data can also be used to produce estimates of employment change in expanding and contracting businesses, providing current information on business employment dynamics. One issue raised in the earlier research was the need to develop a method to align the survey estimates with population counts on a periodic basis. This paper describes issues associated with this periodic realignment, and one method developed to accomplish it.