12 December 2014 8 648 Report

In the U.S., it may be more difficult to obtain good administrative data for an entire population than in many other countries. Partial data may be useful, but some may try to use it for substitution-type imputation, and that seems problematic. The real value in administrative data is in its use as auxiliary data for model-assisted design-based estimation, such as found in Särndal, C.-E., Swensson, B. and Wretman, J. (1992), Model Assisted Survey Sampling, Springer-Verlag, or as noted in Särndal, C.-E., and Lundström, S., (2005), Estimation in Surveys with Nonresponse, Wiley.

Also, if administrative data on an entire population can be obtained, it may be used as regressor data in strictly model-based estimation.

For official statistics, particularly for establishment surveys, one may have an infrequent census that could be used as auxiliary/regressor data for a more frequent sample on the same data items. But if such auxiliary or regressor data are not available, administrative data could be very useful. From Särndal, and Lundström (2005), it seems that such administrative data may be more commonly available in Europe than in the US.

A major use of auxiliary/regressor data may be in various uses of ratios in estimation, as shown in the paper at the first link below.

What sources of administrative data have you used or noted for any such survey? Where might such data be obtained? How did you find it? This would be highly dependent on the subject matter, but may stimulate/inspire ideas in others as to how to obtain administrative data for their use. Such efficient use of available information may be very helpful for many organizations. 

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