METHODS

Data sources

The American Medical Association (AMA) Medical Education Research and Information Database was the main source of data for this study.3 This database is fed and updated by the AMA's annual Graduate Medical Education survey sent to all Accreditation Council for Graduate Medical Education (ACGME) accredited residency programs for information on each program and each resident. Since 1994, the ACS has collaborated with the AMA on the resident-specific portion of the GME survey. The AMA agreed to provide the ACS with resident data in return for ACS efforts to increase the response rate of all surgical programs. By telephone, mail-in, or fax-in surveys, AMA resident files for the 1994-95 and 1995-96 academic years were updated by the ACS to include data from all programs that did not respond to the original AMA surveys.

The postgraduate year (PGY) status of a resident in the AMA files was frequently verified with information from the ACS Resident Masterfile, which contains tracking data about individual residents from 1982 to the present. Created from a combination of annual surveys of ACGME-accredited surgical programs and data obtained from specialty boards, the Surgical Resident Masterfile represents the most comprehensive and complete source of surgical resident data in the United States.

Selecting surgical residents beginning a residency program

For 1994-95 and 1995-96, surgical residents were considered beginners in a residency program in general surgery, orthopaedic surgery, otolaryngology, urology, and neurological surgery if they were not identified in any surgical program in preceding years. Residents who were identified in a specialty program after one or more years in general surgery were arbitrarily assigned to the specialty. For example, a resident was considered to have begun a residency program in neurological surgery in the 1994-95 academic year if he or she was a resident in general surgery in 1994-95 and continued in neurological surgery in 1995-96. Because of this redistribution of designated preliminary residents into their respective postpreliminary specialties, the remaining residents in general surgery are either categorical general surgery residents or undesignated preliminary residents.

Residents in plastic surgery and ophthalmology have a variety of prerequisite GME options, and there is no GME prerequisite for residents entering obstetrics and gynecology. Hence, residents entering programs in these specialties were considered beginners in a particular academic year if they were not identified in any program in those specialties in the preceding years.

Selecting the 1995 and 1996 graduates

We included all residents graduating within a calendar year in the cohort of graduates of that year.

Analysis

Corrected data in the AMA 1994-95 and 1995-96 resident files were analyzed to derive counts of 1995 and 1996 graduates in the 8 core and 5 advanced surgical residencies. Counts of beginning and graduating residents in the core and advanced surgical residencies were also obtained. Data were analyzed by gender, ethnic background, citizenship status, age, and the type of medical school attended.

Chi-square tests of independence were used for comparing proportions; t-tests were used for continuous measures. The Statistical Package for the Social Sciences (SPSS) software (SPSS Inc, Chicago, IL) was used for all computations.

 

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