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BACKGROUND: Return-to-work (RTW) programs are provided as rehabilitation for people who have taken sick leave from work because of mental health problems. However, methods to present this information to workplaces objectively remain limited. OBJECTIVE: This study aimed to conduct an exploratory investigation of the relationship between duration of sick leave and time variation of words used in RTW programs for depression from textual data collected from electronic medical records as a new evaluation indicator. METHODS: The study subjects were those who had taken sick leave because of major depressive or adjustment disorder and had participated in an RTW program. The study data comprised demographic characteristics and texts. Textual data were collected from electronic medical records and classified based on the SOAP note. Thereafter, the textual data were quantified into category scores based on a standard text analysis dictionary. A generalized linear mixed model was used for the statistical analysis, with the score for each category (emotional, social, cognitive, perceptual, biological, motivational, relativity, and informal) as the dependent variable and the duration of sick leave, time, and interaction between the duration of sick leave and time as the independent variables. The level of statistical significance was set at 0.05. RESULTS: In total, 42 participants were included in the analysis. The results revealed a significant interaction between the social (p = 0.001) and emotional (p = 0.002) categories. CONCLUSION: The findings suggest a relationship between word changes in electronic medical records and the duration of sick leave. [ABSTRACT FROM AUTHOR]

Introduction: Psychiatric day-care services play a central role in community-based care in Japan. Recovery and related psychosocial factors are critical in promoting community participation of people with mental illness. This study aimed to reveal the relationships among activity information, personal recovery, and related psychosocial factors in day-care users. Method: Forty day-care participants answered self-report questionnaires. The following assessments were applied: Recovery Assessment Scale, Occupational Questionnaire, Perceived Devaluation Discrimination Scale, and 26-item version of World Health Organization Quality of Life (QOL). The correlations among the factors were analyzed. Results: Data for 35 people were analyzed. Total recovery score was strongly correlated with total WHOQOL-26 score (r = 0.76, p < 0.001). Total QOL score was positively related with the value of activities (r = 0.46, p < 0.05). Social QOL and total stigma score had a significant negative relationship (r = −0.44, p < 0.05). Conclusion: Participation in activities was suggested to improve QOL. Although there was a strong relationship between recovery and QOL, it was unclear to what extent participation in activities was related to recovery. We should consider approaches regarding other factors to fully accomplish community integration and personal recovery. [ABSTRACT FROM AUTHOR]