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. Author manuscript; available in PMC: 2017 Sep 5.
Published in final edited form as: Ann Intern Med. 2016 Jun 21;165(4):237–244. doi: 10.7326/M15-2152

Appendix Figure 1.

Appendix Figure 1

NAMCS missing data procedures.

Some missing data were imputed by randomly assigning a value from a patient record survey form with similar characteristics. Imputations were based on physician specialty, geographic region, and 3-digit ICD-9-CM codes for primary diagnosis. ICD-9-CM = International Classification of Diseases, Ninth Revision, Clinical Modification; NAMCS = National Ambulatory Medical Care Survey.