In an analysis of 1 million online Yelp reviews across 138,605 U.S. healthcare providers, researchers identified patterns and words linked to patient satisfaction by leveraging machine learning. More than 46% of the reviews were negative (1-2 stars), and 50.1% were positive (4-5 stars). The mean (SD) rating was 3.1 stars, according to the study published in JAMA Network Open. Negative feedback often cited administrative problems (such as unfair payment and poor phone interactions), and positive …
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