Impact of general practice/family medicine training on Japanese junior residents:reflective writing analysis using text mining.

BACKGROUND: We previously reported the impact of general practice/family medicine training on postgraduate training in Japan using evaluation criteria standardized nationwide. However, there is a possibility that new insights may be gained by analyzing the reflective reports written by these residents. METHODS: Junior residents who participated in one-month general practice/family medicine training at one of five medical institutions with full-time family medicine specialists between 2019 and 2022 were enrolled in this study. They were assigned to submit a reflective report on their experiences and thoughts every day during the training. We analyzed these reflective writings using text mining and created a co-occurrence network map to see the relationship between the most frequently used words. RESULTS: Ninety junior residents participated in the study. The words that appeared most frequently in the sentences referring to clinical ability included "symptoms," "medical examination," "consultation," "treatment," and "examination." The words of "family" and "(patient) oneself" showed strong association in the co-occurrence network map. CONCLUSION: It was suggested that general practice/family medicine training greatly contributes to the acquisition of clinical abilities and deepens the learning of junior residents not only about patient care but also about family-oriented care.

Impact of general practice / family medicine training on Japanese junior residents:a descriptive study.

BACKGROUND: Despite international recognition of the impact of general practice / family medicine training on postgraduate training outcomes, there have been few reports from Japan. METHODS: Junior residents who participated in community medicine training for one month between 2019 and 2022 were enrolled in the study. The settings were five medical institutions (one hospital and four clinics) that had full-time family doctors. The junior residents were assigned to one of these institutions. The training content mainly consisted of general ambulatory care, home medical care, community-based care, and reflection. The junior residents evaluated themselves at the beginning and end of their training, and the family doctors evaluated the junior residents at the end. The evaluation items were 36 items in 10 areas, based on the objectives outlined in the Guidelines for Residency Training - 2020 Edition, and were rated on a 10-point Likert scale. In the statistical analysis, Wilcoxon signed rank test of two related groups was performed to analyze changes between pre and post self-evaluation, and the effect size r was calculated. RESULTS: Ninety-one junior residents completed the study. Their self-evaluations showed statistically significant increases in all 36 items. The effect size was large in 33 items. The family doctors' evaluation was 8-9 points for all 36 items. CONCLUSION: General practice / family medicine training may greatly contribute to the acquisition of various required clinical abilities in postgraduate training even in Japan.

Primary health care practitioners' perception of patient loneliness in Japanese older adults: A cross-sectional study.

Loneliness is a serious social issue in Japan. We aimed to examine the frequency and patient characteristics of Japanese family physicians and nurses overlooking or misjudging patient loneliness. This cross-sectional study involved 470 patients aged 50 years or older who visited two family medicine clinics in Fukushima Prefecture in August 2020. Statistical analysis was performed using the chi-squared test and logistic regression models. Patient loneliness was self-assessed using the University of California's Los Angeles Loneliness Scale. Family physicians and nurses assessed patient loneliness prior to the consultation by independently reviewing medical records for the previous 6 months. For family physicians, the proportion of misjudging loneliness, in which patients self-assessed as not lonely but were perceived to be lonely, was 20.2%. The proportion overlooking loneliness, in which patients self-assessed as lonely but were perceived not to be lonely, was 20.9%. Similarly for nurses, the proportions of misjudging and overlooking loneliness were 9.6% and 29.8%, respectively. The odds of a family physician overlooking loneliness was significantly higher for unmarried, divorced, or bereaved patients than for married (adjusted odds ratio [aOR]: 1.94; 95% confidence interval [CI]: 1.08-3.50), and for patients not participating in community activities compared with those participating (aOR: 2.10; 95% CI: 1.24-3.54). The odds of a nurse misjudging a patient as lonely was significantly higher for unmarried, divorced, or bereaved patients than for married (aOR: 3.02; 95% CI: 1.24-7.36) and for patients living alone compared with those cohabiting with someone (aOR: 3.61; 95% CI: 1.17-11.17). The odds of a nurse overlooking loneliness was significantly higher for patients who did not participate in community activities (aOR: 1.96; 95% CI: 1.26-3.06). These findings indicate that perceiving patient loneliness based on marital status, living arrangements, and involvement in community activities is difficult for family physicians and nurses in Japan.

Impact of general practice / family medicine clerkships on Japanese medical students: Using text mining to analyze reflective writing.

BACKGROUND: In order for general practice / family medicine clerkships to be improved in undergraduate medical education, it is necessary to clarify the impacts of general practice / family medicine clerkships. Using text mining to analyze the reflective writing of medical students may be useful for further understanding the impacts of clinical clerkships on medical students. METHODS: The study involved 125 fifth-year Fukushima Medical University School of Medicine students in the academic year 2018-2019. The settings were three clinics and the study period was 5 days. The clerkships included outpatient and home visits. Students' reflective writing on their clerkship experience was collected on the final day. Text mining was used to extract the most frequent words (nouns) from the reflective writing. A co-occurrence network map was created to illustrate the relationships between the most frequent words. RESULTS: 124 students participated in the study. The total number of sentences extracted was 321 and the total number of words was 10,627. The top five frequently-occurring words were patient, home-visit, medical practice, medical care, and family. From the co-occurrence network map, a co-occurrence relationship was recognized between home-visit and family. CONCLUSION: Data suggest that medical students may learn the necessity of care for the family as well as the patient in a home-care setting.

Co-creation and collaboration: A promising approach towards successful implementation. Experience from an integrated communication and mental health skills training programme for Japanese General Practice.

INTRODUCTION: This paper describes the co-creation and delivery of an integrated training programme in communication and depression assessment & management for Japanese GPs. METHODS: Experts in communication and depression from EACH and WONCA developed a framework and filled it with content. Through iterative discussions with the Japanese participants and experts during delivery, the training was further adjusted to match local needs. It included didactic and experiential training methods with an emphasis on practicing and feedback. A "train-the-trainer" component helped participants develop their own trainer skills to enhance dissemination of the training in Japan. RESULTS: Six Japanese GPs participated in two one week training-modules in May and November 2018. To aid implementation participants received online supervision on depression management and on teaching between the two modules and after the second module. Evaluation of the content of the training, the teaching methods and the participatory approach was positive. More than two years after the training, many elements of the training continue to be used in daily practice with the GPs teaching communication as well as depression management skills. CONCLUSION: The method of co-creation is promising. Research is needed to confirm that it is effective in transfer to clinical practice.