Physician Review Websites: Understanding Patient Satisfaction with Ophthalmologists Using Natural Language Processing

Table 1

Demographics of ophthalmologists included in analysis.

Demographics	Number
Gender
Male	626 (55.6%)
Female	499 (44.4%)
Age
<40	89 (8.9%)
40–49	319 (31.9%)
50–59	310 (31.0%)
>60	282 (28.2%)
Location
West	136 (12.1%)
Midwest	218 (19.4%)
Southwest	122 (10.9%)
Southeast	431 (38.4%)
Northeast	216 (19.2%)

A number of physicians did not report their age or location and thus were excluded from age or location analyzes.