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The Assessment and Response of Rehabilitation Professionals to Sudden Deterioration in Symptoms: An Analysis of the National Database in Japan. 康复专业人员对症状突然恶化的评估和反应:日本国家数据库分析。
Pub Date : 2024-01-01 Epub Date: 2024-02-10 DOI: 10.1298/ptr.E10272
Naoki Sasanuma, Keiko Takahashi, Akiyo Eguchi, Shinya Yamauchi, Yuki Uchiyama, Kazuhisa Domen

Objective: There are few analyses of the current status of and responses to acute deteriorations encountered by physiotherapists, occupational therapists, and speech-language pathologists (rehabilitation professions [RPs]). The purpose of this study was to analyze the responses of RPs to acute deterioration in patients using the functional resonance analysis method (FRAM) based on the descriptions in "the Medical Accident Database".

Methods: Subjects were 413 cases with medical incidents reported by RPs to the database from 2012 to 2021. Life-threatening cases with changes in consciousness, circulation, and respiration were selected. Descriptions regarding findings assessed by RPs and support team, and requests for assistance were extracted. We also attempted to construct appropriate respond in RPs by using the FRAM.

Results: Thirty-nine cases of acute deterioration were included in the analysis, and descriptions by RPs of consciousness (35 cases), circulation (18 cases), and respiration (36 cases) were identified. Blood pressure and percutaneous oxygen saturation measurement were frequently presented in the assessment by RPs, whereas the support team assessed cardiac arrest and respiratory arrest in high frequency. The FRAM analysis indicated that appropriate and rapid post-response by RPs requires patient information in prior, appropriate assessment and integration/interpretation.

Conclusion: We attempted to identify problems analyzing the response by RPs to acute deterioration using the database and construct an appropriate response model. It resulted that RPs need to obtain patient information in advance and integrate/interpret it appropriately based on accurate assessment of conscious, circulation and respiration for rapid response. A model including integration/interpretation for appropriate post-response by RPs was constructed using the FRAM.

目的:关于物理治疗师、职业治疗师和言语病理学家(康复专业人员 [RPs])所遇到的急性病情恶化的现状和应对措施的分析很少。本研究的目的是根据 "医疗事故数据库 "中的描述,使用功能共振分析法(FRAM)分析康复治疗师对患者急性病情恶化的反应:方法:研究对象为 2012 年至 2021 年期间注册医师向数据库报告的 413 例医疗事故。选取了意识、循环和呼吸发生变化的危及生命的病例。我们提取了关于注册护士和支持团队评估结果的描述以及援助请求。我们还尝试使用 FRAM 在 RPs 中构建适当的响应:分析包括 39 例急性病情恶化病例,并确定了 RP 对意识(35 例)、循环(18 例)和呼吸(36 例)的描述。在注册护士的评估中,血压和经皮血氧饱和度测量是经常出现的情况,而支援小组评估心脏骤停和呼吸停止的频率很高。FRAM 分析表明,RP 做出适当和快速的后期反应需要事先了解患者信息、进行适当的评估和整合/解释:我们试图利用数据库找出急诊科医生在对急性病情恶化做出反应时存在的问题,并构建一个适当的反应模型。结果表明,急诊科医生需要提前获取患者信息,并在准确评估患者意识、循环和呼吸的基础上对信息进行适当整合/解释,以做出快速反应。使用 FRAM 建立了一个包括整合/解释在内的模型,以便区域专业人员做出适当的后期响应。
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引用次数: 0
Effects of Isometric Quadriceps Muscle Exercise with Visual and Auditory Feedback at 1 Year after Total Knee Arthroplasty. 全膝关节置换术后 1 年通过视觉和听觉反馈进行等长股四头肌锻炼的效果。
Pub Date : 2024-01-01 Epub Date: 2024-01-17 DOI: 10.1298/ptr.E10260
Yasutaka Kondo, Yoshihiro Yoshida, Takashi Iioka, Hideki Kataoka, Junya Sakamoto, Yuichiro Honda, Atsushi Nawata, Minoru Okita

Objective: To examine the effect of isometric quadriceps exercises with visual and auditory feedback after total knee arthroplasty (TKA).

Methods: The sample included 41 patients from our previous study who could be followed up for 1 year after TKA. Patients in the intervention group performed isometric quadriceps exercises with visual and auditory feedback using the quadriceps training machine from the 2nd to the 14th day after TKA, whereas those in the control group underwent standard postoperative rehabilitation (without visual or auditory feedback during isometric quadriceps exercises) in the hospital. Patients were evaluated for pain intensity, timed up and go test (TUG) score, 10-m gait speed, 6-minute walking distance (6MWD), and the Western Ontario and McMaster University Osteoarthritis Index (WOMAC) score 1 year after TKA. Additionally, exercise habits and responses to the International Physical Activity Questionnaire (IPAQ) were investigated.

Results: Pain intensity was significantly lower in the intervention group than in the control group. Greater improvements in the TUG test scores, 10-m gait speed, 6MWD, and WOMAC scores were observed in the intervention group. Walking activity, as recorded by the IPAQ, and the proportion of patients with exercise habits were significantly higher in the intervention group than in the control group.

Conclusions: These results suggest that performing isometric quadriceps exercise with visual and auditory feedback using the quadriceps training machine has good effects, such as pain reduction, physical function improvement, exercise tolerance, and increased physical activity at 1 year after TKA.

目的研究全膝关节置换术(TKA)后通过视觉和听觉反馈进行股四头肌等长锻炼的效果:样本包括我们之前研究中的 41 名患者,这些患者在 TKA 术后可随访 1 年。干预组患者在 TKA 术后第 2 天至第 14 天使用股四头肌训练器进行有视觉和听觉反馈的股四头肌等长训练,而对照组患者则在医院进行标准的术后康复训练(在股四头肌等长训练时没有视觉或听觉反馈)。对患者的疼痛强度、定时起立行走测试(TUG)得分、10米步速、6分钟步行距离(6MWD)以及TKA术后1年的西安大略和麦克马斯特大学骨关节炎指数(WOMAC)得分进行了评估。此外,还调查了运动习惯和对国际体力活动问卷(IPAQ)的反应:结果:干预组的疼痛强度明显低于对照组。干预组的TUG测试评分、10米步速、6MWD和WOMAC评分均有较大改善。根据IPAQ的记录,干预组的步行活动量和有运动习惯的患者比例明显高于对照组:这些结果表明,使用股四头肌训练器在视觉和听觉反馈下进行股四头肌等长训练具有良好的效果,如在 TKA 术后 1 年减轻疼痛、改善身体功能、提高运动耐受性和增加运动量。
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引用次数: 0
A Clinical Prediction Rule for Predicting the Health-related Quality of Life after 5 Months in Patients with Knee Osteoarthritis Undergoing Conservative Treatment.
Pub Date : 2024-01-01 Epub Date: 2024-11-28 DOI: 10.1298/ptr.E10296
Shunsuke Yamashina, Tetsuya Amano, Shigeharu Tanaka, Yu Inoue, Ryo Tanaka

Objective: This study aimed to derive a clinical prediction rule (CPR) that can predict changes in health-related quality of life at 5 months for patients with knee osteoarthritis (KOA) undergoing conservative treatment.

Methods: Patients with KOA receiving physical therapy and exercise therapy at an outpatient clinic were included in this study. The basic characteristics, medical information, and motor function test results were recorded at baseline. The primary outcome measure was the change in the Japan Knee Osteoarthritis Measure (JKOM) 5 months after the baseline measurement. A decision tree analysis was performed with the basic characteristics, medical information, and the motor function test results as the independent variables and the changes in the JKOM after 5 months (≥8 in the improved groups) as the dependent variable.

Results: Analyzed data from 87 patients. The variables included the visual analog scale score, bilateral KOA, 5-m walk test, JKOM, and body mass index. Six CPRs were obtained from the terminal nodes. Accuracy validation of the model for the entire decision tree revealed an area under the receiver operating characteristic curve of 0.87 (validation data: 0.83), a positive likelihood ratio of 2.6, and a negative likelihood ratio of 0.1.

Conclusion: This CPR is an inspection characteristic that can exclude the possibility of the occurrence of an event based on a negative result. However, since the results of this study represent the first process of utilizing the CPR in actual clinical practice, its application should be kept in mind.

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引用次数: 0
Current Status of the Cognitive Impairment in Chronic Kidney Disease.
Pub Date : 2024-01-01 Epub Date: 2024-11-06 DOI: 10.1298/ptr.R0033
Yuhei Otobe

Chronic kidney disease (CKD) is a recognized risk factor for cognitive impairment and dementia. Unfortunately, the number of patients with both CKD and dementia has been steadily increasing with the aging patient population. Therapeutic management and clinical decision-making become more challenging in patients with dementia who often experience worsening prognoses, highlighting the urgency of developing effective countermeasures. This review explores available research on the epidemiology, contributing factors, mechanisms, and outcomes of cognitive impairment and dementia in patients with CKD while outlining the impact of exercise therapy on cognitive function.

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引用次数: 0
Perioperative Rehabilitation in Collaboration with the Department of Occupational Medicine for Patients with Cholangiocarcinoma: A Case Report. 与职业医学科合作为胆管癌患者进行围手术期康复治疗:病例报告。
Pub Date : 2024-01-01 Epub Date: 2024-04-23 DOI: 10.1298/ptr.E10275
Hiroaki Teramatsu, Akiko Hachisuka, Masako Nagata, Shiro Kohi, Manabu Hamada, Satoshi Kuhara, Akio Takemoto, Hideaki Itoh, Satoru Saeki

Introduction: Although the number of cancer survivors has increased, the role of physical therapy in return to work (RTW) for employed patients with cancer remains unclear.

Case presentation: The patient is a 50-year-old man diagnosed with cholangiocarcinoma who worked as a liquefied petroleum gas station filler. He started perioperative rehabilitation and underwent pancreaticoduodenectomy for cholangiocarcinoma. He developed a postoperative pancreatic fistula, which improved with conservative treatment over 40 days. Although he achieved independence regarding day-to-day activities, his physical condition and workability worsened, as his skeletal muscle index decreased from 8.7 to 7.7, 6-min walk distance from 518 to 460 m, and work ability index (WAI) from 37 to 20 points. His physical therapist was concerned about his RTW and recommended that he receive RTW support from the Department of Occupational Medicine (DOM). The DOM employed a team approach for the RTW strategy, and the primary physician, occupational physician, and company collaborated to support the patient. After the outpatient treatment protocol and RTW support plans were formulated, the patient was discharged. The physical therapist reported declining physical performance and WAI at the DOM's multidisciplinary conference. After consulting with multiple professionals, the team recommended work resumption in stages: part-time for three months and full-time for four months after surgery while undergoing oral adjuvant chemotherapy. The WAI improved to 35 points after RTW.

Conclusion: This case report suggests that physical therapists are vital in providing continuous patient support, from perioperative rehabilitation to DOM intervention, to build physical strength for return to work.

简介:尽管癌症幸存者的人数有所增加,但物理治疗在癌症就业患者重返工作岗位(RTW)中的作用仍不明确:尽管癌症幸存者的人数有所增加,但物理治疗在就业癌症患者重返工作岗位(RTW)中的作用仍不明确:患者是一名 50 岁的男性,被诊断患有胆管癌,曾在液化石油气站担任灌装工。他开始围手术期康复治疗,并接受了胆管癌胰十二指肠切除术。术后他出现了胰腺瘘,经过 40 多天的保守治疗,情况有所好转。虽然他在日常活动方面实现了独立,但身体状况和工作能力却恶化了,骨骼肌指数从 8.7 降至 7.7,6 分钟步行距离从 518 米降至 460 米,工作能力指数(WAI)从 37 降至 20 点。他的理疗师担心他的复工问题,建议他接受职业医学部(DOM)的复工支持。职业医学部采用了团队合作的复工策略,主治医师、职业医师和公司共同为患者提供支持。在制定了门诊治疗方案和复工支持计划后,患者出院了。物理治疗师在 DOM 的多学科会议上报告了患者体能和 WAI 下降的情况。在咨询了多位专业人士后,团队建议分阶段恢复工作:术后三个月兼职工作,四个月全职工作,同时接受口服辅助化疗。复工后,WAI提高到35分:本病例报告表明,物理治疗师在为患者提供从围术期康复到 DOM 干预的持续支持方面至关重要,以增强患者重返工作岗位的体力。
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引用次数: 0
A Review of the Design of Multimedia Patient Educational Materials in Low Back Pain Research. 腰背痛研究中的多媒体患者教育材料设计回顾。
Pub Date : 2024-01-01 Epub Date: 2024-06-28 DOI: 10.1298/ptr.R0032
Garett VAN Oirschot, Cailbhe Doherty

Low back pain guidelines recommend patient education as a component of management. Multimedia education materials to provide patient education are increasingly being used not only due to the convenience of digital services but also because this is an efficient way to deliver educational information to under-resourced or rural/remote regions without optimal healthcare services. To maximize the knowledge transfer of research findings and low back pain guidelines, scientifically backed information must evolve beyond journal prints, bland government websites, and the basic web design of budget-constrained advocacy groups. Materials must instead be engaging for the public and compete with the various sources of low back pain misinformation, which can appear attractive and eye-catching while being conveniently accessed. We discuss a data subset from a larger musculoskeletal healthcare review to highlight the educational materials used in low back pain randomized controlled trials found in the literature. While there is no standard way to appraise the effectiveness of such educational materials, potential options are discussed. Future research is needed to determine whether knowledge is being transferred and whether this is the avenue to improving patient outcomes.

腰背痛指南建议将患者教育作为治疗的一部分。提供患者教育的多媒体教育材料正被越来越多地使用,这不仅是因为数字服务的便利性,还因为这是向资源不足或没有最佳医疗保健服务的农村/偏远地区提供教育信息的有效方式。为了最大限度地传播研究成果和腰背痛指南,有科学依据的信息必须超越期刊印刷品、平淡无奇的政府网站以及预算有限的宣传团体的基本网页设计。相反,资料必须吸引公众,并与各种腰背痛误导信息来源竞争,这些信息看起来既吸引眼球,又方便查阅。我们讨论了一项大型肌肉骨骼医疗保健综述中的一个数据子集,以强调文献中发现的腰背痛随机对照试验中使用的教育材料。虽然目前还没有评估此类教育材料有效性的标准方法,但我们讨论了潜在的选择方案。未来需要进行研究,以确定知识是否得到传播,以及这是否是改善患者治疗效果的途径。
{"title":"A Review of the Design of Multimedia Patient Educational Materials in Low Back Pain Research.","authors":"Garett VAN Oirschot, Cailbhe Doherty","doi":"10.1298/ptr.R0032","DOIUrl":"https://doi.org/10.1298/ptr.R0032","url":null,"abstract":"<p><p>Low back pain guidelines recommend patient education as a component of management. Multimedia education materials to provide patient education are increasingly being used not only due to the convenience of digital services but also because this is an efficient way to deliver educational information to under-resourced or rural/remote regions without optimal healthcare services. To maximize the knowledge transfer of research findings and low back pain guidelines, scientifically backed information must evolve beyond journal prints, bland government websites, and the basic web design of budget-constrained advocacy groups. Materials must instead be engaging for the public and compete with the various sources of low back pain misinformation, which can appear attractive and eye-catching while being conveniently accessed. We discuss a data subset from a larger musculoskeletal healthcare review to highlight the educational materials used in low back pain randomized controlled trials found in the literature. While there is no standard way to appraise the effectiveness of such educational materials, potential options are discussed. Future research is needed to determine whether knowledge is being transferred and whether this is the avenue to improving patient outcomes.</p>","PeriodicalId":74445,"journal":{"name":"Physical therapy research","volume":"27 2","pages":"58-66"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11382792/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142302894","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring the Impact of Sports Participation on Social Capital and Health-related Factors in Individuals with Spinal Cord Injury: A Cross-sectional Study.
Pub Date : 2024-01-01 Epub Date: 2024-10-02 DOI: 10.1298/ptr.E10295
Kazuki Kaneda, Noriaki Maeda, Takumi Nagao, Ayano Ishida, Tsubasa Tashiro, Makoto Komiya, Yukio Urabe

Objective: This study examined the impact of sports participation on the health status of individuals with spinal cord injuries (SCI), with emphasis on the role of health-related social capital (HRSC).

Methods: This study included 65 individuals with SCI (42 who participated in sports and 23 who did not). The following information was obtained from the participants through an online questionnaire: their basic information, information regarding activities of daily life independence, physical activity, mental health, lifestyle, insomnia, and social capital. We compared the outcomes between participants with and without sports participation and examined their correlations. Multiple regression analysis with forced entry was performed to determine the association between HRSC and health outcomes.

Results: Physical activity, mental health, and HRSC were significantly higher in individuals with SCI who participated in sports (p <0.01 or p <0.05) than in individuals with SCI who did not participate in sports. The HRSC of individuals with SCI with sports participation showed a significant positive correlation with lifestyle and a significant negative correlation with insomnia score (p <0.05). Multiple regression analysis revealed that higher HRSC was associated with lifestyle in individuals with SCI who participated in sports (p <0.05) compared with individuals with SCI who did not participate in sports.

Conclusion: The study findings underscore the potential benefits of sports participation in individuals with SCI, including increased physical activity and development of HRSC. However, it is essential to consider the implications of sports involvement on the psychological well-being of individuals with disabilities and provide appropriate support.

{"title":"Exploring the Impact of Sports Participation on Social Capital and Health-related Factors in Individuals with Spinal Cord Injury: A Cross-sectional Study.","authors":"Kazuki Kaneda, Noriaki Maeda, Takumi Nagao, Ayano Ishida, Tsubasa Tashiro, Makoto Komiya, Yukio Urabe","doi":"10.1298/ptr.E10295","DOIUrl":"10.1298/ptr.E10295","url":null,"abstract":"<p><strong>Objective: </strong>This study examined the impact of sports participation on the health status of individuals with spinal cord injuries (SCI), with emphasis on the role of health-related social capital (HRSC).</p><p><strong>Methods: </strong>This study included 65 individuals with SCI (42 who participated in sports and 23 who did not). The following information was obtained from the participants through an online questionnaire: their basic information, information regarding activities of daily life independence, physical activity, mental health, lifestyle, insomnia, and social capital. We compared the outcomes between participants with and without sports participation and examined their correlations. Multiple regression analysis with forced entry was performed to determine the association between HRSC and health outcomes.</p><p><strong>Results: </strong>Physical activity, mental health, and HRSC were significantly higher in individuals with SCI who participated in sports (p <0.01 or p <0.05) than in individuals with SCI who did not participate in sports. The HRSC of individuals with SCI with sports participation showed a significant positive correlation with lifestyle and a significant negative correlation with insomnia score (p <0.05). Multiple regression analysis revealed that higher HRSC was associated with lifestyle in individuals with SCI who participated in sports (p <0.05) compared with individuals with SCI who did not participate in sports.</p><p><strong>Conclusion: </strong>The study findings underscore the potential benefits of sports participation in individuals with SCI, including increased physical activity and development of HRSC. However, it is essential to consider the implications of sports involvement on the psychological well-being of individuals with disabilities and provide appropriate support.</p>","PeriodicalId":74445,"journal":{"name":"Physical therapy research","volume":"27 3","pages":"128-135"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11756564/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143048937","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effects of Smile Training on Gait Disturbance in Parkinson's Disease Patient with Neuropsychiatric Symptoms: A Single Case Design.
Pub Date : 2024-01-01 Epub Date: 2024-09-11 DOI: 10.1298/ptr.E10290
Yumeka Harada, Tatsuya Iwabe, Keisuke Ota, Shinsuke Hamada, Fumio Moriwaka

Objective: To verify the efficacy of smile training in improving gait disturbances in patients with Parkinson's disease (PD) exhibiting neuropsychiatric symptoms.

Methods: A single-case BAB design with three intervention periods (B1, A1, and B2) was used. During periods B1 and B2, 10 min of smile training (facial muscles training and positive thinking training) was performed before the usual exercise therapy. During the A1 period, the participant received only the usual exercise therapy. During the intervention period, the Timed Up and Go test (TUG) was performed daily in both directions. Tau-U was calculated to determine the effect size of the TUG test time and the number of steps taken during each period. Movement Disorder Society-Unified Parkinson's Disease Rating Scale (MDS-UPDRS) Part III, Hospital Anxiety and Depression Scale (HADS), 10-meter walk at maximum speed, Berg Balance Scale, and Characterizing Freezing of Gait Questionnaire (C-FOGQ) were administered on the day before the start of the intervention and the last day of each period.

Results: Comparisons of A1 to B2, TUG time, and the number of steps taken on both turns revealed large reductions (Tau-U ≥0.74, p <0.01). The 10-meter walk speed and MDS-UPDRS Part III bradykinesia scores improved, whereas the frequency of gait freezing on the C-FOGQ remained unchanged. The HADS scores did not show significant changes; however, the participant made more positive statements in his reflections.

Conclusion: Smile training may be an effective intervention for improving gait and other motor symptoms in patients with PD.

{"title":"Effects of Smile Training on Gait Disturbance in Parkinson's Disease Patient with Neuropsychiatric Symptoms: A Single Case Design.","authors":"Yumeka Harada, Tatsuya Iwabe, Keisuke Ota, Shinsuke Hamada, Fumio Moriwaka","doi":"10.1298/ptr.E10290","DOIUrl":"10.1298/ptr.E10290","url":null,"abstract":"<p><strong>Objective: </strong>To verify the efficacy of smile training in improving gait disturbances in patients with Parkinson's disease (PD) exhibiting neuropsychiatric symptoms.</p><p><strong>Methods: </strong>A single-case BAB design with three intervention periods (B1, A1, and B2) was used. During periods B1 and B2, 10 min of smile training (facial muscles training and positive thinking training) was performed before the usual exercise therapy. During the A1 period, the participant received only the usual exercise therapy. During the intervention period, the Timed Up and Go test (TUG) was performed daily in both directions. Tau-U was calculated to determine the effect size of the TUG test time and the number of steps taken during each period. Movement Disorder Society-Unified Parkinson's Disease Rating Scale (MDS-UPDRS) Part III, Hospital Anxiety and Depression Scale (HADS), 10-meter walk at maximum speed, Berg Balance Scale, and Characterizing Freezing of Gait Questionnaire (C-FOGQ) were administered on the day before the start of the intervention and the last day of each period.</p><p><strong>Results: </strong>Comparisons of A1 to B2, TUG time, and the number of steps taken on both turns revealed large reductions (Tau-U ≥0.74, p <0.01). The 10-meter walk speed and MDS-UPDRS Part III bradykinesia scores improved, whereas the frequency of gait freezing on the C-FOGQ remained unchanged. The HADS scores did not show significant changes; however, the participant made more positive statements in his reflections.</p><p><strong>Conclusion: </strong>Smile training may be an effective intervention for improving gait and other motor symptoms in patients with PD.</p>","PeriodicalId":74445,"journal":{"name":"Physical therapy research","volume":"27 3","pages":"173-179"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11756565/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143048969","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development and Validation of a Decision Tree Analysis Model for Predicting Home Discharge in a Convalescent Ward: A Single Institution Study. 开发和验证决策树分析模型,用于预测疗养病房的出院回家情况:一项单一机构研究。
Pub Date : 2024-01-01 Epub Date: 2024-01-19 DOI: 10.1298/ptr.E10267
Dai Nakaizumi, Shingo Miyata, Keita Uchiyama, Ikki Takahashi

Objectives: Accurately predicting the likelihood of inpatients' home discharge in a convalescent ward is crucial for assisting patients and families in decision-making. While logistic regression analysis has been commonly used, its complexity limits practicality in clinical settings. We focused on decision tree analysis, which is visually straightforward. This study aimed to develop and validate the accuracy of a prediction model for home discharge for inpatients in a convalescent ward using a decision tree analysis.

Methods: The cohort consisted of 651 patients admitted to our convalescent ward from 2018 to 2020. We collected data from medical records, including disease classification, sex, age, duration of acute hospitalization, discharge destination (home or nonhome), and Functional Independence Measure (FIM) subitems at admission. We divided the cohort data into training and validation sets and developed a prediction model using decision tree analysis with discharge destination as the target and other variables as predictors. The model's accuracy was validated using the validation data set.

Results: The decision tree model identified FIM grooming as the first single discriminator of home discharge, diverging at four points and identifying subsequent branching for the duration of acute hospitalization. The model's accuracy was 86.7%, with a sensitivity of 0.96, specificity of 0.52, positive predictive accuracy of 0.88, and negative predictive accuracy of 0.80. The area under the receiver operating characteristic curve was 0.75.

Conclusion: The predictive model demonstrated more than moderate predictive accuracy, suggesting its utility in clinical practice. Grooming emerged as a variable with the highest explanatory power for determining home discharge.

目的:准确预测疗养病房住院病人出院回家的可能性对于协助病人和家属做出决策至关重要。虽然逻辑回归分析已被普遍使用,但其复杂性限制了其在临床环境中的实用性。我们将重点放在决策树分析上,因为它直观简单。本研究旨在利用决策树分析法开发并验证疗养病房住院患者出院回家预测模型的准确性:队列由 2018 年至 2020 年入住我们疗养病房的 651 名患者组成。我们从病历中收集了数据,包括疾病分类、性别、年龄、急性期住院时间、出院目的地(家庭或非家庭)以及入院时的功能独立性测量(FIM)子项目。我们将队列数据分为训练集和验证集,并以出院目的地为目标,其他变量为预测因子,利用决策树分析建立了一个预测模型。我们使用验证数据集验证了该模型的准确性:决策树模型将 FIM 梳理确定为出院回家的第一个单一判别因素,在四个点上出现分叉,并确定了急性住院时间的后续分支。该模型的准确率为 86.7%,灵敏度为 0.96,特异性为 0.52,阳性预测准确率为 0.88,阴性预测准确率为 0.80。接收者操作特征曲线下面积为 0.75:该预测模型的预测准确率超过中等水平,表明其在临床实践中的实用性。梳洗是决定出院回家的一个解释力最高的变量。
{"title":"Development and Validation of a Decision Tree Analysis Model for Predicting Home Discharge in a Convalescent Ward: A Single Institution Study.","authors":"Dai Nakaizumi, Shingo Miyata, Keita Uchiyama, Ikki Takahashi","doi":"10.1298/ptr.E10267","DOIUrl":"https://doi.org/10.1298/ptr.E10267","url":null,"abstract":"<p><strong>Objectives: </strong>Accurately predicting the likelihood of inpatients' home discharge in a convalescent ward is crucial for assisting patients and families in decision-making. While logistic regression analysis has been commonly used, its complexity limits practicality in clinical settings. We focused on decision tree analysis, which is visually straightforward. This study aimed to develop and validate the accuracy of a prediction model for home discharge for inpatients in a convalescent ward using a decision tree analysis.</p><p><strong>Methods: </strong>The cohort consisted of 651 patients admitted to our convalescent ward from 2018 to 2020. We collected data from medical records, including disease classification, sex, age, duration of acute hospitalization, discharge destination (home or nonhome), and Functional Independence Measure (FIM) subitems at admission. We divided the cohort data into training and validation sets and developed a prediction model using decision tree analysis with discharge destination as the target and other variables as predictors. The model's accuracy was validated using the validation data set.</p><p><strong>Results: </strong>The decision tree model identified FIM grooming as the first single discriminator of home discharge, diverging at four points and identifying subsequent branching for the duration of acute hospitalization. The model's accuracy was 86.7%, with a sensitivity of 0.96, specificity of 0.52, positive predictive accuracy of 0.88, and negative predictive accuracy of 0.80. The area under the receiver operating characteristic curve was 0.75.</p><p><strong>Conclusion: </strong>The predictive model demonstrated more than moderate predictive accuracy, suggesting its utility in clinical practice. Grooming emerged as a variable with the highest explanatory power for determining home discharge.</p>","PeriodicalId":74445,"journal":{"name":"Physical therapy research","volume":"27 1","pages":"14-20"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11057389/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140853796","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Association Between Early Mobilization and Postoperative Pneumonia Following Robot-assisted Minimally Invasive Esophagectomy in Patients with Thoracic Esophageal Squamous Cell Carcinoma.
Pub Date : 2024-01-01 Epub Date: 2024-09-20 DOI: 10.1298/ptr.E10293
Yasuaki Nozawa, Kazuhiro Harada, Kazuhiro Noma, Yoshimi Katayama, Masanori Hamada, Toshifumi Ozaki

Objective: The objective of this study was to confirm that early mobilization (EM) could reduce pneumonia in patients undergoing robot-assisted minimally invasive esophagectomy (RAMIE) for thoracic esophageal squamous cell carcinoma (TESCC).

Methods: Postoperative pneumonia was defined as physician-diagnosed pneumonia using the Esophagectomy Complications Consensus Group definition of pneumonia with a Clavien-Dindo classification grade II-V on postoperative day (POD) 3-5. EM was defined as achieving an ICU Mobility Scale (IMS) ≥7 by POD 2. Patients were divided into EM (n = 36) and non-EM (n = 35) groups. Barriers to EM included pain, orthostatic intolerance (OI), and orthostatic hypotension.

Results: The overall incidence of postoperative pneumonia was 12.7%, with a significant difference between the EM (2.8%) and non-EM (22.9%) groups (P = 0.014). The odds ratio was 0.098 in the EM group compared to the non-EM group. A significant difference was found between the two groups in terms of the barriers to EM at POD 2 only for OI, with a higher incidence in the non-EM group. Multivariate logistic regression analysis showed that patients with OI were more likely to be unable to achieve EM than those without OI (odds ratio, 7.030; P = 0.006).

Conclusion: EM within POD 2 may reduce the incidence of postoperative pneumonia in patients undergoing RAMIE for TESCC. Furthermore, it was suggested that OI can have a negative impact on the EM after RAMIE.

{"title":"Association Between Early Mobilization and Postoperative Pneumonia Following Robot-assisted Minimally Invasive Esophagectomy in Patients with Thoracic Esophageal Squamous Cell Carcinoma.","authors":"Yasuaki Nozawa, Kazuhiro Harada, Kazuhiro Noma, Yoshimi Katayama, Masanori Hamada, Toshifumi Ozaki","doi":"10.1298/ptr.E10293","DOIUrl":"10.1298/ptr.E10293","url":null,"abstract":"<p><strong>Objective: </strong>The objective of this study was to confirm that early mobilization (EM) could reduce pneumonia in patients undergoing robot-assisted minimally invasive esophagectomy (RAMIE) for thoracic esophageal squamous cell carcinoma (TESCC).</p><p><strong>Methods: </strong>Postoperative pneumonia was defined as physician-diagnosed pneumonia using the Esophagectomy Complications Consensus Group definition of pneumonia with a Clavien-Dindo classification grade II-V on postoperative day (POD) 3-5. EM was defined as achieving an ICU Mobility Scale (IMS) ≥7 by POD 2. Patients were divided into EM (n = 36) and non-EM (n = 35) groups. Barriers to EM included pain, orthostatic intolerance (OI), and orthostatic hypotension.</p><p><strong>Results: </strong>The overall incidence of postoperative pneumonia was 12.7%, with a significant difference between the EM (2.8%) and non-EM (22.9%) groups (P = 0.014). The odds ratio was 0.098 in the EM group compared to the non-EM group. A significant difference was found between the two groups in terms of the barriers to EM at POD 2 only for OI, with a higher incidence in the non-EM group. Multivariate logistic regression analysis showed that patients with OI were more likely to be unable to achieve EM than those without OI (odds ratio, 7.030; P = 0.006).</p><p><strong>Conclusion: </strong>EM within POD 2 may reduce the incidence of postoperative pneumonia in patients undergoing RAMIE for TESCC. Furthermore, it was suggested that OI can have a negative impact on the EM after RAMIE.</p>","PeriodicalId":74445,"journal":{"name":"Physical therapy research","volume":"27 3","pages":"121-127"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11756562/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143048964","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Physical therapy research
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