研究者業績

塚本 知子

ツカモト トモコ  (Tomoko Tsukamoto)

基本情報

所属
千葉大学 医学部附属病院総合診療科
(兼任)医学部附属病院総合医療教育研修センター 特任講師
学位
医学博士(2012年3月 千葉大学)

研究者番号
30456074
ORCID ID
 https://orcid.org/0000-0002-1350-203X
J-GLOBAL ID
202101013044330898
researchmap会員ID
R000023078

研究キーワード

 3

論文

 79
  • Yasutaka Yanagita, Daiki Yokokawa, Kosuke Ishizuka, Rurika Sato, Jumpei Kojima, Yu Li, Shiho Yamashita, Kiyoshi Shikino, Tomoko Tsukamoto, Takanori Uehara, Masatomi Ikusaka
    Diagnosis (Berlin, Germany) 2025年4月4日  
  • Jumpei Kojima, Takanori Uehara, Yoshiyuki Ohira, Tomoko Tsukamoto, Kiyoshi Shikino, Daiki Yokokawa, Yu Li, Yasutaka Yanagita, Rurika Sato, Masatomi Ikusaka
    BMC medical education 25(1) 310-310 2025年2月26日  
    OBJECTIVES: The "5-microskills" instructional method for clinical reasoning does not incorporate a step for learners' critical reflection on their predicted hypotheses. This study aimed to correct this shortcoming by inserting a third step in which learners conduct critical self-examinations and furnish evidence that contradicts their predicted hypotheses, resulting in the "6-microskills" method. METHODS: In this cross-sectional study, changes in learners' confidence in their predicted hypotheses were measured and examined to modify confirmation bias and diagnoses. A total of 108 medical students were presented with one randomly assigned clinical vignette from a set of eight, having to: (1) describe their first impression; (2) provide evidence for it; and (3) finally identify inconsistencies/state evidence against it. Participants rated their confidence in their diagnosis at each of the three steps on a 10 point scale, and results were analyzed using a two-way ANOVA with repeated measures for two between-participant levels (correct or incorrect diagnosis) and three within-participant factors (diagnostic steps). The Bonferroni method was used for multiple comparison tests. RESULTS: Mean confidence scores were 5.01 (Step 1), 5.20 (Step 2), and 4.98 (Step 3); multiple comparisons showed a significant difference between Steps 1-2 (P =.04) and 2-3 (P =.01). Verbalization of evidence in favor of the predicted hypothesis (Step 2) and against it (Step 3) prompted changes in diagnosis in four cases of misdiagnosis (three at Step 2, one at Step 3). CONCLUSIONS: The 6-microskills method, which added a part encouraging learners to verbalize why something "does not fit" with a predicted diagnosis, may effectively correct the confirmation bias associated with diagnostic predictions.
  • Kiyoshi Shikino, Kazuyo Yamauchi, Nobuyuki Araki, Ikuo Shimizu, Hajime Kasai, Tomoko Tsukamoto, Hiroshi Tajima, Yu Li, Misaki Onodera, Shoichi Ito
    JMIR medical education 11 e68743 2025年1月31日  
    BACKGROUND: Japan faces a health care delivery challenge due to physician maldistribution, with insufficient physicians practicing in rural areas. This issue impacts health care access in remote areas and affects patient outcomes. Educational interventions targeting students' career decision-making can potentially address this problem by promoting interest in rural medicine. We hypothesized that community-based problem-based learning (PBL) using real-patient videos could foster students' understanding of community health care and encourage positive attitudes toward rural health care. OBJECTIVE: This study investigated the impact of community-based PBL on medical students' understanding and engagement with rural health care, focusing on their knowledge, skills, and career orientation. METHODS: Participants were 113 fourth-year medical students from Chiba University, engaged in a transition course between preclinical and clinical clerkships from October 24 to November 2, 2023. The students were randomly divided into 16 groups (7-8 participants per group). Each group participated in two 3-hour PBL sessions per week over 2 consecutive weeks. Quantitative data were collected using pre- and postintervention questionnaires, comprehension tests, and tutor-assessed rubrics. Self-assessment questionnaires evaluated the students' interest in community health care and their ability to envision community health care settings before and after the intervention. Qualitative data from the students' semistructured interviews after the PBL sessions assessed the influence of PBL experience on clinical clerkship in community hospitals. Statistical analysis included median (IQR), effect sizes, and P values for quantitative outcomes. Thematic analysis was used for qualitative data. RESULTS: Of the 113 participants, 71 (62.8%) were male and 42 (37.2%) female. The total comprehension test scores improved significantly (pretest: median 4.0, IQR 2.5-5.0; posttest: median 5, IQR 4-5; P<.001; effect size r=0.528). Rubric-based assessments showed increased knowledge application (pretest: median 8, IQR 7-9; posttest: median 8, IQR 8-8; P<.001; r=0.494) and self-directed learning (pretest: median 8, IQR 7-9; posttest: median 8, IQR 8-8; P<.001; r=0.553). Self-assessment questionnaires revealed significant improvements in the students' interest in community health care (median 3, IQR 3-4 to median 4, IQR 3-4; P<.001) and their ability to envision community health care settings (median 3, IQR 3-4 to median 4, IQR 3-4; P<.001). Thematic analysis revealed key themes, such as "empathy in patient care," "challenges in home health care," and "professional identity formation." CONCLUSIONS: Community-based PBL with real-patient videos effectively enhances medical students' understanding of rural health care settings, clinician roles, and the social needs of rural patients. This approach holds potential as an educational strategy to address physician maldistribution. Although this study suggests potential for fostering positive attitudes toward rural health care, further research is needed to assess its long-term impact on students' career trajectories.
  • Daiki Yokokawa, Takanori Uehara, Rurika Sato, Kosuke Ishizuka, Yu Li, Kiyoshi Shikino, Tomoko Tsukamoto, Hiroki Tamura, Yasutaka Yanagita, Jumpei Kojima, Shiho Yamashita, Masatomi Ikusaka
    Cureus 17(1) e77208 2025年1月  
    Background In the United States (US), most physicians who commit sexual misconduct are male, and such misconduct is associated with the absence of chaperones. Several organizations recommend a chaperone during all intimate examinations (breast, genital, and rectal exams). However, in Japan, guidelines are not clearly defined, and hospitals and medical societies have not established standardized protocols. At Chiba University Hospital's Department of General Medicine, female nurses are requested to act as chaperones during female patients' physical examinations. However, limited medical resources make this challenging. Thus, it is necessary to investigate the necessity of female chaperones for the examination area to prioritize their presence. This study surveyed physicians to determine which examination areas require the presence of female chaperones during the examination of female patients by male physicians. The necessity was stratified and compared by the physician's sex and age. Methods This pilot cross-sectional study surveyed physicians in the Department of General Medicine at Chiba University Hospital. The study content was explained via email, and only those who consented to participate were asked to complete the questionnaire. Only physicians who had passed the Japanese medical licensing examination and had completed two years of residency were included. The primary factors were the physician's sex and age. The necessity for female chaperones was measured using a five-point Likert scale for different examination areas and patient age groups. The Mann-Whitney U and Kruskal-Wallis tests were also employed. Results Responses were obtained from 17 of the 19 physicians (89%; 10 male and seven female). Regardless of sex, there was consensus on the necessity of female chaperones when examining intimate parts (chest, thighs (disrobed), breasts, inguinal region, perineum, and buttocks). Female physicians were more likely to consider chaperones necessary for additional areas, including the head/face (p=0.014), chest (clothed) (p=0.019), abdomen (clothed/disrobed) (p=0.003, 0.033), back (clothed) (p=0.001), buttocks (clothed) (p=0.023), shoulder-upper arm (clothed) (p=0.005), and thighs (clothed) (p=0.033). The necessity for chaperones decreased as the patient's age increased. Conclusion Female physicians presented more cautious opinions, considering chaperones necessary for a broader range of examination areas beyond the traditionally defined intimate parts.
  • Hajime Kasai, Mayumi Asahina, Hiroshi Tajima, Kiyoshi Shikino, Ikuo Shimizu, Misaki Onodera, Yasuhiko Kimura, Nobuyuki Araki, Tomoko Tsukamoto, Sachie Yoshida, Kazuyo Yamauchi, Shoichi Ito
    BMC medical education 24(1) 1132-1132 2024年10月11日  
    BACKGROUND: Report writing in class provides basic training for academic writing. However, report writing education in medical schools in Japan has rarely been reported and no teaching strategy has been established for it. METHODS: This study developed a report writing program using peer review for first-year medical students consisting of two 120-minute classes. The goal of being able to write reports appropriately was established and presented to students at the beginning of the program. In session 1, students decided on a topic, gathered information, and structured their report. In session 2, students' written reports were peer reviewed. The reports were improved based on the peer reviews. The responses of the pre- and post-program questionnaires were evaluated to determine the program's effectiveness. The other reports that were assigned one month after the program were used as comparison with the reports of students who did not participate. Furthermore, the long-term effects of the program were also evaluated by comparing the results of students from the previous year who did not participate in the program with those of program participants six months after the program. RESULTS: A total of 106 students completed the questionnaire evaluation. The program was rated as being acceptable for the students. Self-assessment of report writing significantly improved after the program. The report scores of program participants (n = 99) were significantly higher overall and in all domains than were those of non-participants (n = 99). The self-assessment of students who participated (n = 96) was significantly higher than that of non-participants (n = 109). No difference was observed for students' sense of burden in report writing. CONCLUSIONS: The report writing skills of medical students can be improved by clearly establishing the goals of report writing and practicing the basic skills of report writing step-by-step. Moreover, the use of peer review may enhance the effectiveness of learning opportunities for report writing.
  • 上原 孝紀, 横川 大樹, 李 宇, 柳田 育孝, 小島 淳平, 佐藤 瑠璃香, 鋪野 紀好, 塚本 知子, 大平 善之, 太田 光泰
    医学教育 55(Suppl.) 133-133 2024年7月  
  • 鋪野 紀好, 山内 かづ代, 荒木 信之, 清水 郁夫, 笠井 大, 塚本 知子, 田島 寛之, 李 宇, 伊藤 彰一
    医学教育 55(Suppl.) 241-241 2024年7月  
  • 笹山 大遥, 笠井 大, 清水 郁夫, 田島 寛之, 鋪野 紀好, 荒木 信之, 塚本 知子, 吉田 幸恵, 木村 康彦, 小野寺 みさき, 山内 かづ代, 伊藤 彰一
    医学教育 55(Suppl.) 356-356 2024年7月  
  • 上原 孝紀, 横川 大樹, 李 宇, 柳田 育孝, 小島 淳平, 佐藤 瑠璃香, 鋪野 紀好, 塚本 知子, 大平 善之, 太田 光泰
    医学教育 55(Suppl.) 133-133 2024年7月  
  • 鋪野 紀好, 山内 かづ代, 荒木 信之, 清水 郁夫, 笠井 大, 塚本 知子, 田島 寛之, 李 宇, 伊藤 彰一
    医学教育 55(Suppl.) 241-241 2024年7月  
  • 笹山 大遥, 笠井 大, 清水 郁夫, 田島 寛之, 鋪野 紀好, 荒木 信之, 塚本 知子, 吉田 幸恵, 木村 康彦, 小野寺 みさき, 山内 かづ代, 伊藤 彰一
    医学教育 55(Suppl.) 356-356 2024年7月  
  • 横川 大樹, 柳田 育孝, 上原 孝紀, 野田 和敬, 李 宇, 鋪野 紀好, 塚本 知子, 生坂 政臣
    日本医療情報学会春季学術大会プログラム・抄録集 28回 128-129 2024年6月  
  • 横川 大樹, 柳田 育孝, 上原 孝紀, 野田 和敬, 李 宇, 鋪野 紀好, 塚本 知子, 生坂 政臣
    日本医療情報学会春季学術大会プログラム・抄録集 28回 128-129 2024年6月  
  • 坂本 悠加, 横川 大樹, 小林 浩, 上原 孝紀, 塚本 知子, 鋪野 紀好, 李 宇, 柳田 育孝, 小島 淳平, 生坂 政臣
    日本内科学会関東地方会 694回 np104-np104 2024年3月  
  • 坂本 悠加, 横川 大樹, 小林 浩, 上原 孝紀, 塚本 知子, 鋪野 紀好, 李 宇, 柳田 育孝, 小島 淳平, 生坂 政臣
    日本内科学会関東地方会 694回 np104-np104 2024年3月  
  • Daiki Yokokawa, Yasutaka Yanagita, Yu Li, Shiho Yamashita, Kiyoshi Shikino, Kazutaka Noda, Tomoko Tsukamoto, Takanori Uehara, Masatomi Ikusaka
    Diagnosis (Berlin, Germany) 2024年2月23日  
  • 田村 弘樹, 塚本 知子, 山本 大基, 上原 孝紀, 生坂 政臣
    日本医事新報 (5202) 1-2 2024年1月  
  • Ikuo Shimizu, Hajime Kasai, Kiyoshi Shikino, Nobuyuki Araki, Zaiya Takahashi, Misaki Onodera, Yasuhiko Kimura, Tomoko Tsukamoto, Kazuyo Yamauchi, Mayumi Asahina, Shoichi Ito, Eiryo Kawakami
    JMIR medical education 9 e53466 2023年11月30日  
    BACKGROUND: Generative artificial intelligence (GAI), represented by large language models, have the potential to transform health care and medical education. In particular, GAI's impact on higher education has the potential to change students' learning experience as well as faculty's teaching. However, concerns have been raised about ethical consideration and decreased reliability of the existing examinations. Furthermore, in medical education, curriculum reform is required to adapt to the revolutionary changes brought about by the integration of GAI into medical practice and research. OBJECTIVE: This study analyzes the impact of GAI on medical education curricula and explores strategies for adaptation. METHODS: The study was conducted in the context of faculty development at a medical school in Japan. A workshop involving faculty and students was organized, and participants were divided into groups to address two research questions: (1) How does GAI affect undergraduate medical education curricula? and (2) How should medical school curricula be reformed to address the impact of GAI? The strength, weakness, opportunity, and threat (SWOT) framework was used, and cross-SWOT matrix analysis was used to devise strategies. Further, 4 researchers conducted content analysis on the data generated during the workshop discussions. RESULTS: The data were collected from 8 groups comprising 55 participants. Further, 5 themes about the impact of GAI on medical education curricula emerged: improvement of teaching and learning, improved access to information, inhibition of existing learning processes, problems in GAI, and changes in physicians' professionality. Positive impacts included enhanced teaching and learning efficiency and improved access to information, whereas negative impacts included concerns about reduced independent thinking and the adaptability of existing assessment methods. Further, GAI was perceived to change the nature of physicians' expertise. Three themes emerged from the cross-SWOT analysis for curriculum reform: (1) learning about GAI, (2) learning with GAI, and (3) learning aside from GAI. Participants recommended incorporating GAI literacy, ethical considerations, and compliance into the curriculum. Learning with GAI involved improving learning efficiency, supporting information gathering and dissemination, and facilitating patient involvement. Learning aside from GAI emphasized maintaining GAI-free learning processes, fostering higher cognitive domains of learning, and introducing more communication exercises. CONCLUSIONS: This study highlights the profound impact of GAI on medical education curricula and provides insights into curriculum reform strategies. Participants recognized the need for GAI literacy, ethical education, and adaptive learning. Further, GAI was recognized as a tool that can enhance efficiency and involve patients in education. The study also suggests that medical education should focus on competencies that GAI hardly replaces, such as clinical experience and communication. Notably, involving both faculty and students in curriculum reform discussions fosters a sense of ownership and ensures broader perspectives are encompassed.
  • Kosuke Ishizuka, Kiyoshi Shikino, Yu Li, Daiki Yokokawa, Tomoko Tsukamoto, Yasutaka Yanagita, Jumpei Kojima, Shiho Yamashita, Kazutaka Noda, Takanori Uehara, Masatomi Ikusaka
    Journal of General and Family Medicine 2023年11月29日  
  • Kosuke Ishizuka, Kiyoshi Shikino, Hajme Kasai, Yoji Hoshina, Saito Miura, Tomoko Tsukamoto, Kazuyo Yamauchi, Shoichi Ito, Masatomi Ikusaka
    BMC medical education 23(1) 813-813 2023年10月28日  
    BACKGROUND: The gamification of learning increases student enjoyment, and motivation and engagement in learning tasks. This study investigated the effects of gamification using decision-making cards (DMCs) on diagnostic decision-making and cost using case scenarios. METHOD: Thirty medical students in clinical clerkship participated and were randomly assigned to 14 small groups of 2-3 medical students each. Decision-making was gamified using DMCs with a clinical information heading and medical cost on the front, and clinical information details on the back. First, each team was provided with brief clinical information on case scenarios. Subsequently, DMCs depending on the case were distributed to each team, and team members chose cards one at a time until they reached a diagnosis of the case. The total medical cost was then scored based on the number and contents of cards drawn. Four case scenarios were conducted. The quantitative outcomes including confidence in effective clinical decision-making, motivation to learn diagnostic decision-making, and awareness of medical costs were measured before and after our gamification by self-evaluation using a 7-point Likert scale. The qualitative component consisted of a content analysis on the benefits of learning clinical reasoning using DMCs. RESULT: Confidence in effective clinical decision-making, motivation to learn diagnostic decision-making, and awareness of medical cost were significantly higher after the gamification. Furthermore, comparing the clinical case scenario tackled last with the one tackled first, the average medical cost of all cards drawn by students decreased significantly from 11,921 to 8,895 Japanese yen. In the content analysis, seven advantage categories of DMCs corresponding to clinical reasoning components were extracted (information gathering, hypothesis generation, problem representation, differential diagnosis, leading or working diagnosis, diagnostic justification, and management and treatment). CONCLUSION: Teaching medical students clinical reasoning using DMCs can improve clinical decision-making confidence and learning motivation, and reduces medical cost in clinical case scenarios. In addition, it can help students to acquire practical knowledge, deepens their understanding of clinical reasoning, and identifies several important clinical reasoning skills including diagnostic decision-making and awareness of medical costs. Gamification using DMCs can be an effective teaching method for improving medical students' diagnostic decision-making and reducing costs.
  • Fumitoshi Fukuzawa, Yasutaka Yanagita, Daiki Yokokawa, Shun Uchida, Shiho Yamashita, Yu Li, Kiyoshi Shikino, Tomoko Tsukamoto, Kazutaka Noda, Takanori Uehara, Masatomi Ikusaka
    2023年9月12日  
    BACKGROUND<p>Medical history contributes approximately 80% to the diagnosis, although physical examinations and laboratory investigations increase a physician’s confidence in the medical diagnosis. The concept of artificial intelligence (AI] was first proposed more than 70 years ago. Recently, its role in various fields of medicine has grown remarkably. However, no studies have evaluated the importance of patient history in AI-assisted medical diagnosis.</p> OBJECTIVE<p>This study explored the contribution of patient history to AI-assisted medical diagnoses.</p> METHODS<p>Using 30 cases from clinical vignettes from the British Medical Journal, we evaluated the accuracy of diagnoses generated by the AI model ChatGPT. We compared the diagnoses made by ChatGPT based solely on the medical history with the correct diagnoses. We also compared the diagnoses made by ChatGPT after incorporating additional physical examination findings and laboratory data alongside the history with correct diagnoses.</p> RESULTS<p>ChatGPT accurately diagnosed 76.6% of the cases with the medical history alone, consistent with previous research targeting physicians. We also found that this rate was 93.3% when additional information was included.</p> CONCLUSIONS<p>Although adding additional information improves diagnostic accuracy, patient history remains a significant factor in AI-assisted medical diagnosis. Thus, when utilizing AI in medical diagnosis, it is crucial to include pertinent and correct patient histories for an accurate diagnosis. Our findings emphasize the continued significance of patient history in clinical diagnoses in this age and highlight the need for its integration into AI-assisted medical diagnosis systems.</p>
  • 田村 弘樹, 久冨 隆之介, 塚本 知子, 上原 孝紀, 生坂 政臣
    日本医事新報 (5175) 1-2 2023年7月  
  • Yasutaka Yanagita, Kiyoshi Shikino, Kosuke Ishizuka, Shun Uchida, Yu Li, Daiki Yokokawa, Tomoko Tsukamoto, Kazutaka Noda, Takanori Uehara, Masatomi Ikusaka
    BMC medical education 23(1) 477-477 2023年6月27日  
  • Yasutaka Yanagita, Kiyoshi Shikino, Kosuke Ishizuka, Shun Uchida, Yu Li, Daiki Yokokawa, Tomoko Tsukamoto, Kazutaka Noda, Takanori Uehara, Masatomi Ikusaka
    BMC medical education 23(1) 383-383 2023年5月25日  
    BACKGROUND: A clinical diagnostic support system (CDSS) can support medical students and physicians in providing evidence-based care. In this study, we investigate diagnostic accuracy based on the history of present illness between groups of medical students using a CDSS, Google, and neither (control). Further, the degree of diagnostic accuracy of medical students using a CDSS is compared with that of residents using neither a CDSS nor Google. METHODS: This study is a randomized educational trial. The participants comprised 64 medical students and 13 residents who rotated in the Department of General Medicine at Chiba University Hospital from May to December 2020. The medical students were randomly divided into the CDSS group (n = 22), Google group (n = 22), and control group (n = 20). Participants were asked to provide the three most likely diagnoses for 20 cases, mainly a history of a present illness (10 common and 10 emergent diseases). Each correct diagnosis was awarded 1 point (maximum 20 points). The mean scores of the three medical student groups were compared using a one-way analysis of variance. Furthermore, the mean scores of the CDSS, Google, and residents' (without CDSS or Google) groups were compared. RESULTS: The mean scores of the CDSS (12.0 ± 1.3) and Google (11.9 ± 1.1) groups were significantly higher than those of the control group (9.5 ± 1.7; p = 0.02 and p = 0.03, respectively). The residents' group's mean score (14.7 ± 1.4) was higher than the mean scores of the CDSS and Google groups (p = 0.01). Regarding common disease cases, the mean scores were 7.4 ± 0.7, 7.1 ± 0.7, and 8.2 ± 0.7 for the CDSS, Google, and residents' groups, respectively. There were no significant differences in mean scores (p = 0.1). CONCLUSIONS: Medical students who used the CDSS and Google were able to list differential diagnoses more accurately than those using neither. Furthermore, they could make the same level of differential diagnoses as residents in the context of common diseases. TRIAL REGISTRATION: This study was retrospectively registered with the University Hospital Medical Information Network Clinical Trials Registry on 24/12/2020 (unique trial number: UMIN000042831).
  • Rurika Sato, Daiki Yokokawa, Takanori Uehara, Tomoko Tsukamoto, Kazutaka Noda, Kiyoshi Shikino, Yasutaka Yanagita, Jumpei Kojima, Kosuke Ishizuka, Masatomi Ikusaka
    Diagnosis (Berlin, Germany) 2023年5月15日  
  • 大平 善之, 横川 大樹, 鋪野 紀好, 塚本 知子, 野田 和敬, 上原 孝紀, 生坂 政臣, 池上 亜希子
    日本プライマリ・ケア連合学会学術大会 14回 225-225 2023年5月  
  • 大平 善之, 横川 大樹, 鋪野 紀好, 塚本 知子, 野田 和敬, 上原 孝紀, 生坂 政臣, 池上 亜希子
    日本プライマリ・ケア連合学会学術大会 14回 225-225 2023年5月  
  • Kiyoshi Shikino, Tomoko Tsukamoto, Kazutaka Noda, Yoshiyuki Ohira, Daiki Yokokawa, Yuta Hirose, Eri Sato, Tsutomu Mito, Takahiro Ota, Yota Katsuyama, Takanori Uehara, Masatomi Ikusaka
    BMC medical education 23(1) 272-272 2023年4月21日  
    BACKGROUND: To investigate whether speech recognition software for generating interview transcripts can provide more specific and precise feedback for evaluating medical interviews. METHODS: The effects of the two feedback methods on student performance in medical interviews were compared using a prospective observational trial. Seventy-nine medical students in a clinical clerkship were assigned to receive either speech-recognition feedback (n = 39; SRS feedback group) or voice-recording feedback (n = 40; IC recorder feedback group). All students' medical interviewing skills during mock patient encounters were assessed twice, first using a mini-clinical evaluation exercise (mini-CEX) and then a checklist. Medical students then made the most appropriate diagnoses based on medical interviews. The diagnostic accuracy, mini-CEX, and checklist scores of the two groups were compared. RESULTS: According to the study results, the mean diagnostic accuracy rate (SRS feedback group:1st mock 51.3%, 2nd mock 89.7%; IC recorder feedback group, 57.5%-67.5%; F(1, 77) = 4.0; p = 0.049), mini-CEX scores for overall clinical competence (SRS feedback group: 1st mock 5.2 ± 1.1, 2nd mock 7.4 ± 0.9; IC recorder feedback group: 1st mock 5.6 ± 1.4, 2nd mock 6.1 ± 1.2; F(1, 77) = 35.7; p < 0.001), and checklist scores for clinical performance (SRS feedback group: 1st mock 12.2 ± 2.4, 2nd mock 16.1 ± 1.7; IC recorder feedback group: 1st mock 13.1 ± 2.5, 2nd mock 13.8 ± 2.6; F(1, 77) = 26.1; p < 0.001) were higher with speech recognition-based feedback. CONCLUSIONS: Speech-recognition-based feedback leads to higher diagnostic accuracy rates and higher mini-CEX and checklist scores. TRIAL REGISTRATION: This study was registered in the Japan Registry of Clinical Trials on June 14, 2022. Due to our misunderstanding of the trial registration requirements, we registered the trial retrospectively. This study was registered in the Japan Registry of Clinical Trials on 7/7/2022 (Clinical trial registration number: jRCT1030220188).
  • 佐藤 瑠璃香, 横川 大樹, 塚本 知子, 久富 隆之介, 小林 浩, 山内 陽介, 生坂 政臣
    日本病院総合診療医学会雑誌 19(臨増1) 127-127 2023年2月  
  • 佐藤 瑠璃香, 横川 大樹, 久富 隆之介, 小林 浩, 柳田 育孝, 山下 志保, 塚本 知子, 野田 和敬, 上原 孝紀, 生坂 政臣
    日本病院総合診療医学会雑誌 19(臨増1) 180-180 2023年2月  
  • 野田 和敬, 横川 大樹, 塚本 知子, 上原 孝紀, 生坂 政臣
    日本医事新報 (5156) 1-2 2023年2月  
  • Kosuke Ishizuka, Yoshiyuki Ohira, Takanori Uehara, Kazutaka Noda, Tomoko Tsukamoto, Kiyoshi Shikino, Daiki Yokokawa, Masatomi Ikusaka
    Diagnosis (Berlin, Germany) 10(2) 203-204 2023年1月19日  
  • Kosuke Ishizuka, Kiyoshi Shikino, Hiroki Tamura, Daiki Yokokawa, Yasutaka Yanagita, Shun Uchida, Yosuke Yamauchi, Yasushi Hayashi, Jumpei Kojima, Yu Li, Eri Sato, Shiho Yamashita, Nao Hanazawa, Tomoko Tsukamoto, Kazutaka Noda, Takanori Uehara, Masatomi Ikusaka
    PloS one 18(1) e0279554 2023年  
    This study aims to compare the effectiveness of Hybrid and Pure problem-based learning (PBL) in teaching clinical reasoning skills to medical students. The study sample consisted of 99 medical students participating in a clerkship rotation at the Department of General Medicine, Chiba University Hospital. They were randomly assigned to Hybrid PBL (intervention group, n = 52) or Pure PBL group (control group, n = 47). The quantitative outcomes were measured with the students' perceived competence in PBL, satisfaction with sessions, and self-evaluation of competency in clinical reasoning. The qualitative component consisted of a content analysis on the benefits of learning clinical reasoning using Hybrid PBL. There was no significant difference between intervention and control groups in the five students' perceived competence and satisfaction with sessions. In two-way repeated measure analysis of variance, self-evaluation of competency in clinical reasoning was significantly improved in the intervention group in "recalling appropriate differential diagnosis from patient's chief complaint" (F(1,97) = 5.295, p = 0.024) and "practicing the appropriate clinical reasoning process" (F(1,97) = 4.016, p = 0.038). According to multiple comparisons, the scores of "recalling appropriate history, physical examination, and tests on clinical hypothesis generation" (F(1,97) = 6.796, p = 0.011), "verbalizing and reflecting appropriately on own mistakes," (F(1,97) = 4.352, p = 0.040) "selecting keywords from the whole aspect of the patient," (F(1,97) = 5.607, p = 0.020) and "examining the patient while visualizing his/her daily life" (F(1,97) = 7.120, p = 0.009) were significantly higher in the control group. In the content analysis, 13 advantage categories of Hybrid PBL were extracted. In the subcategories, "acquisition of knowledge" was the most frequent subcategory, followed by "leading the discussion," "smooth discussion," "getting feedback," "timely feedback," and "supporting the clinical reasoning process." Hybrid PBL can help acquire practical knowledge and deepen understanding of clinical reasoning, whereas Pure PBL can improve several important skills such as verbalizing and reflecting on one's own errors and selecting appropriate keywords from the whole aspect of the patient.
  • Hiroki Tamura, Kiyoshi Shikino, Daichi Sogai, Daiki Yokokawa, Shun Uchida, Yu Li, Yasutaka Yanagita, Yosuke Yamauchi, Jumpei Kojima, Kosuke Ishizuka, Tomoko Tsukamoto, Kazukata Noda, Takanori Uehara, Takahiro Imaizumi, Hitomi Kataoka, Masatomi Ikusaka
    Journal of general internal medicine 38(8) 1843-1847 2022年11月16日  
    BACKGROUND: Physicians frequently experience patients as difficult. Our study explores whether more empathetic physicians experience fewer patient encounters as difficult. OBJECTIVE: To investigate the association between physician empathy and difficult patient encounters (DPEs). DESIGN: Cross-sectional study. PARTICIPANTS: Participants were 18 generalist physicians with 3-8 years of experience. The investigation was conducted from August-September 2018 and April-May 2019 at six healthcare facilities. MAIN MEASURES: Based on the Jefferson Scale of Empathy (JSE) scores, we classified physicians into low and high empathy groups. The physicians completed the Difficult Doctor-Patient Relationship Questionnaire-10 (DDPRQ-10) after each patient visit. Scores ≥ 31 on the DDPRQ-10 indicated DPEs. We implemented multilevel mixed-effects logistic regression models to examine the association between physicians' empathy and DPE, adjusting for patient-level covariates (age, sex, history of mental disorders) and with physician-level clustering. KEY RESULTS: The median JSE score was 114 (range: 96-126), and physicians with JSE scores 96-113 and 114-126 were assigned to low and high empathy groups, respectively (n = 8 and 10 each); 240 and 344 patients were examined by physicians in the low and high empathy groups, respectively. Among low empathy physicians, 23% of encounters were considered difficulty, compared to 11% among high empathy groups (OR: 0.37; 95% CI = 0.19-0.72, p = 0.004). JSE scores and DDPRQ-10 scores were negatively correlated (r = -0.22, p < 0.01). CONCLUSION: Empathetic physicians were less likely to experience encounters as difficult. Empathy appears to be an important component of physician perception of encounter difficulty.
  • Yu Li, Kiyoshi Shikino, Jiro Terada, Yusuke Katsumata, Toru Kinouchi, Ken Koshikawa, Daiki Yokokawa, Tomoko Tsukamoto, Kazutaka Noda, Masatomi Ikusaka
    Journal of General and Family Medicine 2022年7月14日  
  • 横尾 英孝, 鋪野 紀好, 笠井 大, 杉山 淳比古, 若林 華恵, 塚本 知子, 神田 真人, 大西 俊一郎, 松本 暢平, 朝比奈 真由美, 伊藤 彰一
    医学教育 53(Suppl.) 172-172 2022年7月  
  • Daiki Yokokawa, Kazutaka Noda, Yasutaka Yanagita, Takanori Uehara, Yoshiyuki Ohira, Kiyoshi Shikino, Tomoko Tsukamoto, Masatomi Ikusaka
    2022年6月25日  
    Objective: To determine if inter-disease distances between word embedding vectors using the picot-and-cluster strategy (PCS) are a valid quantitative representation of similar disease groups in a limited domain.Materials and Methods: Abstracts were extracted from the Ichushi-Web database and subjected to morphological analysis and training using the Word2Vec. From this, word embedding vectors were obtained. For words including "infarction", we calculated the cophenetic correlation coefficient (CCC) as an internal validity measure and the adjusted rand index (ARI), normalized mutual information (NMI), and adjusted mutual information (AMI) with ICD-10 codes as the external validity measures. This was performed for each combination of metric and hierarchical clustering method.Results: Seventy-one words included "infarction", of which 38 diseases matched the ICD-10 standard with the appearance of 21 unique ICD-10 codes. The CCC was most significant at 0.8690 (metric and method: euclidean and centroid), while the AMI was maximal at 0.4109 (metric and method: cosine and correlation, and average and weighted). The NMI and ARI were maximal at 0.8463 and 0.3593, respectively (metric and method: cosine and complete).Discussion: The metric and method that maximized the internal validity measure were different from those that maximized the external validity measures; both produced different results. The Cosine distance should be used when considering ICD-10, and the Euclidean distance when considering the frequency of word occurrence.Conclusion: The distributed representation, when trained by Word2Vec on the "infarction" domain from a Japanese academic corpus, provides an objective inter-disease distance used in PCS.
  • Daiki Yokokawa, Kiyoshi Shikino, Yasuhiro Kishi, Toshiaki Ban, Shigeyoshi Miyahara, Yoshiyuki Ohira, Yasutaka Yanagita, Yosuke Yamauchi, Yasushi Hayashi, Kosuke Ishizuka, Yuta Hirose, Tomoko Tsukamoto, Kazutaka Noda, Takanori Uehara, Masatomi Ikusaka
    BMJ open 12(4) e051891 2022年4月21日  
    OBJECTIVE: To clarify the factors associated with prolonged hospital stays, focusing on the COMplexity PRediction Instrument (COMPRI) score's accuracy in predicting the length of stay of newly hospitalised patients in general internal medicine wards. DESIGN: A case-control study. SETTING: Three general internal medicine wards in Chiba Prefecture, Japan. PARTICIPANTS: Thirty-four newly hospitalised patients were recruited between November 2017 and December 2019, with a final analytic sample of 33 patients. We included hospitals in different cities with general medicine outpatient and ward facilities, who agreed to participate. We excluded any patients who were re-hospitalised within 2 weeks of a prior discharge. PRIMARY AND SECONDARY OUTCOME MEASURES: Patients' COMPRI scores and their consequent lengths of hospital stay. RESULTS: The 17 patients (52%) allocated to the long-term hospitalisation group (those hospitalised ≥14 days) had a significantly higher average age, COMPRI score and percentage of participants with comorbid chronic illnesses than the short-term hospitalisation group (<14 days). A logistic regression model (model A, comprising only the COMPRI score as the explanatory variable) and a multiple logistic regression model (model B, comprising variables other than the COMPRI score as explanatory variables) were created as prediction models for the long-term hospitalisation group. When age ≥75 years, a COMPRI score ≥6 and a physician with 10 years' experience were set as explanatory variables, model A showed better predictive accuracy compared with model B (fivefold cross-validation, area under curve of 0.87 vs 0.78). The OR of a patient with a COMPRI score of ≥6 joining the long-term hospitalisation group was 4.25 (95% CI=1.43 to 12.63). CONCLUSIONS: Clinicians can use the COMPRI score when screening for complexity assessment to identify hospitalised patients at high risk of prolonged hospitalisation. Providing such patients with multifaceted and intensive care may shorten hospital stays.
  • Kosuke Ishizuka, Tomoko Tsukamoto, Masatomi Ikusaka
    Postgraduate medical journal 98(e1) e19 2022年2月  
  • Shun Uchida, Kiyoshi Shikino, Kosuke Ishizuka, Yosuke Yamauchi, Yasutaka Yanagita, Daiki Yokokawa, Tomoko Tsukamoto, Kazutaka Noda, Takanori Uehara, Masatomi Ikusaka
    PloS one 17(6) e0270136 2022年  
    Deep tendon reflexes (DTR) are a prerequisite skill in clinical clerkships. However, many medical students are not confident in their technique and need to be effectively trained. We evaluated the effectiveness of a flipped classroom for teaching DTR skills. We recruited 83 fifth-year medical students who participated in a clinical clerkship at the Department of General Medicine, Chiba University Hospital, from November 2018 to July 2019. They were allocated to the flipped classroom technique (intervention group, n = 39) or the traditional technique instruction group (control group, n = 44). Before procedural teaching, while the intervention group learned about DTR by e-learning, the control group did so face-to-face. A 5-point Likert scale was used to evaluate self-confidence in DTR examination before and after the procedural teaching (1 = no confidence, 5 = confidence). We evaluated the mastery of techniques after procedural teaching using the Direct Observation of Procedural Skills (DOPS). Unpaired t-test was used to analyze the difference between the two groups on the 5-point Likert scale and DOPS. We assessed self-confidence in DTR examination before and after procedural teaching using a free description questionnaire in the two groups. Additionally, in the intervention group, focus group interviews (FGI) (7 groups, n = 39) were conducted to assess the effectiveness of the flipped classroom after procedural teaching. Pre-test self-confidence in the DTR examination was significantly higher in the intervention group than in the control group (2.8 vs. 2.3, P = 0.005). Post-test self-confidence in the DTR examination was not significantly different between the two groups (3.9 vs. 4.1, P = 0.31), and so was mastery (4.3 vs. 4.1, P = 0.68). The questionnaires before the procedural teaching revealed themes common to the two groups, including "lack of knowledge" and "lack of self-confidence." Themes about prior learning, including "acquisition of knowledge" and "promoting understanding," were specific in the intervention group. The FGI revealed themes including "application of knowledge," "improvement in DTR technique," and "increased self-confidence." Based on these results, teaching DTR skills to medical students in flipped classrooms improves readiness for learning and increases self-confidence in performing the procedure at a point before procedural teaching.
  • Kosuke Ishizuka, Tomoko Tsukamoto, Masatomi Ikusaka
    Journal of general and family medicine 22(6) 350-352 2021年11月  
    A 66-year-old British man was referred to our department because of a 2.5 year history of bilateral paroxysmal weakness of the lower limbs. It occurred when he walked for about 10 minutes, so he would stop in place and spontaneously rest for up to 15 minutes. When carbamazepine 200 mg/day was administered, the severity and frequency of the symptoms reduced by half and resolved when the dose was increased to 300 mg/day. Even if no involuntary movement is observed, paroxysmal exercise-induced dyskinesia should be considered in patients with paroxysmal painless gait disturbance, and a therapeutic trial of anticonvulsants may be helpful.
  • 吉川 寛, 上原 孝紀, 山下 志保, 山本 大基, 石塚 晃介, 野田 和敬, 塚本 知子, 鋪野 紀好, 横川 大樹, 李 宇, 柳田 育孝, 小島 淳平, 内田 瞬, 林 寧, 加藤 智規, 森 隆浩, 生坂 政臣
    日本病院総合診療医学会雑誌 17(臨増2) 196-196 2021年9月  
  • 吉川 寛, 上原 孝紀, 山下 志保, 山本 大基, 石塚 晃介, 野田 和敬, 塚本 知子, 鋪野 紀好, 横川 大樹, 李 宇, 柳田 育孝, 小島 淳平, 内田 瞬, 林 寧, 加藤 智規, 森 隆浩, 生坂 政臣
    日本病院総合診療医学会雑誌 17(臨増2) 196-196 2021年9月  
  • Takanori Uehara, Kazutaka Noda, Tomoko Tsukamoto, Hajime Fujimoto, Takuro Horikoshi, Masatomi Ikusaka
    The American journal of medicine 134(8) e455-e456 2021年8月  
  • Daiki Yokokawa, Yoshiyuki Ohira, Akiko Ikegami, Kiyoshi Shikino, Tomoko Tsukamoto, Kazutaka Noda, Takanori Uehara, Masatomi Ikusaka
    JOURNAL OF GENERAL AND FAMILY MEDICINE 23(2) 87-93 2021年8月  
    Background: The supply of primary care physicians is associated with better health outcomes and a lower total cost of health services. However, the effect of the presence or absence of primary care physicians on health-related quality of life (QOL) is unknown. We comparatively investigated the health-related QOL of ordinary citizens according to the presence or absence of a primary care physician.Methods: We conducted an observational cross-sectional study using a propensity score analysis. A questionnaire on health-related QOL (SF-36v2, age, gender, presence or absence of a primary care physician, and chronic disease status) was mailed to 2200 individuals identified through stratified random sampling. We used propensity scores to compensate for covariates and analyzed three component SF-36 summary scores and subscale scores of the "primary care physician" and "no primary care physician" groups.Results: Valid responses were received from 1095 individuals (49.8%). The "primary care physician group" comprised 653 individuals (59.6%). The physical health component scores of the "primary care physician group" were significantly lower than those of the "no primary care physician group," and the "mental health component" scores were significantly higher (p = 0.032, p = 0.009). For the subscales, scores for "vitality" and "mental health" were significantly higher in the "primary care physician group" (p = 0.014, p = 0.018).Conclusions Patients who had a primary care physician with whom they could comfortably consult at any time had a high mental health component score, and low physical health component score in the health-related QOL.
  • 鋪野 紀好, 塚本 知子, 内田 瞬, 小島 淳平, 柳田 育孝, 山内 陽介, 李 宇, 佐藤 恵里, 花澤 奈央, 山下 志保, 横川 大樹, 野田 和敬, 上原 孝紀, 生坂 政臣
    医学教育 52(Suppl.) 104-104 2021年7月  
  • Ishizuka Kosuke, Yokokawa Daiki, Yanagita Yasutaka, Yamauchi Yosuke, Li Yu, Shikino Kiyoshi, Tsukamoto Tomoko, Noda Kazutaka, Uehara Takanori, Ikusaka Masatomi
    ACP(米国内科学会)日本支部年次総会プログラム集 2021 128-128 2021年6月  
  • Ishizuka Kosuke, Yokokawa Daiki, Yanagita Yasutaka, Yamauchi Yosuke, Li Yu, Shikino Kiyoshi, Tsukamoto Tomoko, Noda Kazutaka, Uehara Takanori, Ikusaka Masatomi
    ACP(米国内科学会)日本支部年次総会プログラム集 2021 128-128 2021年6月  

MISC

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共同研究・競争的資金等の研究課題

 4