Patient experience is a key factor in measuring hospital performance, and the Hospital Consumer Assessment of Healthcare Providers and Systems survey tool is used to assess patient perceptions. Hospitals with positive patient experience tend to have a better quality of clinical care, lower readmission and mortality rates, and an overall shorter inpatient length of stay. Studies have identified several organizational determinants of high- and low-rated patient experiences, including hospital size, type, staffing levels, and patient demographics.This study aims to explore the determinants of consistently high- and low-rated patient experience, as well as factors associated with positive and negative changes in patient experience over time. The 2014 to 2019 American Hospital Association annual survey and the Centers for Medicare and Medicaid Services Hospital Value-Based Purchasing database were used. A total of 2801 acute-care hospitals were included in this study. A series of multivariate logistic regressions were used to model the probability of "1" (being a superior hospital or an inferior hospital). In addition, a generalized linear mixed model for binary responses was used to analyze the change (probability of positive and negative change). The results showed that most hospitals did not sustain superior or inferior performance, and competition decreased the likelihood of a hospital consistently performing well in terms of patient experience. Superior performance was associated with hospital ownership (P <.001), size (P =.026), location (P =.002), teaching status (P =.009), average Herfindahl-Hirschman Index value (P =.005), and Medicaid and Medicare patient population. On the other hand, inferior performance was associated with hospital ownership (P =.003), size (P <.001), teaching status (P =.003), safety net status (P =.020), and Medicaid and Medicare patient population. This study aimed to examine the trends in hospital patient experience performance and the influence of hospital organizational characteristics on those trends. Our findings allow us to question the widely held belief that patient experience is a metric of differentiation and industry competition, suggesting that performance in this domain has not been utilized by most hospitals as a source of sustainable competitive advantage. The findings from this study highlight the importance of considering changes in performance over time and the need for significant organizational efforts to improve hospital performance in terms of patient experience.