Sci Rep. 2025 May 14;15(1):16777. doi: 10.1038/s41598-025-98921-0.
ABSTRACT
Alongside acquiring specialized knowledge and accomplishing developmental tasks, athletic colleges require young athletes to also be active. We investigated the use of a smartphone application, ME-FULLNESS, as an unprecedented support method for female college students currently enrolled in athletic colleges. ME-FULLNESS is an application that infers one’s psychological state from their facial information and improves their psychological state with music, vibration, and images that match that psychological state. We conducted a psychological survey with purposively selected female university students (18 to 24 years) at the International Pacific University in Okayama, Japan, before and after one month of using ME-FULLNESS (N = 76) and a group of non-users (N = 25). The app-using group showed significant improvement in depressive symptoms (p = 0.002), anxiety symptoms (p = 0.000), stress (p = 0.000), insomnia (p = 0.002), severity of premenstrual syndrome (p = 0.000), and resilience scores (p = 0.000), while the non-app-using group showed improvement in anxiety (p = 0.009) and resilience scores (p = 0.000). This study suggests that using the ME-FULLNESS app may improve depression, stress, insomnia, and resilience among athletic female students, positively contributing to their college life and sports performance.
PMID:40369037 | DOI:10.1038/s41598-025-98921-0
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