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On the uniqueness of participation factors in nonlinear dynamical systems
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作者 XIA Tian-wei SUN Kai 《控制理论与应用》 北大核心 2025年第11期2147-2155,共9页
In the modal analysis and control of nonlinear dynamical systems,participation factors(PFs)of state variables with respect to a critical or selected mode serve as a pivotal tool for simplifying stability studies by fo... In the modal analysis and control of nonlinear dynamical systems,participation factors(PFs)of state variables with respect to a critical or selected mode serve as a pivotal tool for simplifying stability studies by focusing on a subset of highly influential state variables.For linear systems,PFs are uniquely determined by the mode’s composition and shape,which are defined by the system’s left and right eigenvectors,respectively.However,the uniqueness of other types of PFs has not been thoroughly addressed in literatures.This paper establishes sufficient conditions for the uniqueness of nonlinear PFs and five other PF variants,taking into account uncertain scaling factors in a mode’s shape and composition.These scaling factors arise from variations in the choice of physical units,which depend on the value ranges of real-world state variables.Understanding these sufficient conditions is essential for the correct application of PFs in practical stability analysis and control design. 展开更多
关键词 participation factor mode shape mode composition nonlinear system OSCILLATIONS
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The Right to Public Participation in Advancing Environmental Sustainability in South African Cities
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作者 Fredua Agyemang 《Journal of Environmental & Earth Sciences》 2025年第6期244-266,共23页
Promoting environmental sustainability in South Africa’s cities through public participation is vital for foster-ing inclusive governance and equitable decision-making.Currently,63%of South Africa’s population—and ... Promoting environmental sustainability in South Africa’s cities through public participation is vital for foster-ing inclusive governance and equitable decision-making.Currently,63%of South Africa’s population—and 64%of its youth—live in urban areas,with this figure expected to rise to nearly 80%by 2050.Rapid urbanisation brings significant environmental challenges,including air and noise pollution,greenhouse gas(GHG)emissions,and inadequate waste management.Globally,cities contribute over 70%of GHG emissions and consume two-thirds of the world’s energy.South African cities face similar issues:worsening air quality in regions like the Highveld,water scarcity,urban flooding,waste management problems,and biodiversity loss due to urban sprawl.This article explores how South Africa’s consti-tutional and legislative frameworks support public participation in promoting urban environmental sustainability.Using doctrinal research,it examines key legal instruments—including the Constitution and environmental laws—that establish participatory rights and promote transparency,accountability,and inclusivity.The article draws on court decisions and case studies to highlight ongoing barriers to meaningful participation,particularly for marginalised communities.These include administrative inefficiencies,political interference,and unequal access to information and resources.The article concludes by proposing strategies such as capacity-building initiatives,the integration of traditional knowledge systems,and enhanced institutional coordination to strengthen public participation and improve urban environmental outcomes,addressing both global environmental pressures and South Africa’s unique urban sustainability challenges. 展开更多
关键词 Environmental Sustainability CITIES Public participation Constitution and Legislation
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Real-world pilot of case management in schizophrenia:exploring factors influencing patient participation,potential for relapse prevention and effects on diverse clinical outcomes
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作者 Xiao Zhang Tong Geng +7 位作者 Ling Yu Jingjing Li Dongying Han Jianfang Xu Tianzi Wang Ruisheng Yun Guizhong Yao Jia Cheng 《General Psychiatry》 2025年第2期153-158,共6页
To the editor:Schizophrenia is a chronic and severe mental disorder characterised by profound disruptions in thinking,affecting language,perception and the sense of self. These disruptions can significantly impair an ... To the editor:Schizophrenia is a chronic and severe mental disorder characterised by profound disruptions in thinking,affecting language,perception and the sense of self. These disruptions can significantly impair an individual’s ability to function socially and occupationally, leading to a high burden on both the individuals affected and society as a whole. 展开更多
关键词 patient participation relapse prevention clinical outcomes mental disorder SCHIZOPHRENIA case management
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A Federated Learning Incentive Mechanism for Dynamic Client Participation:Unbiased Deep Learning Models
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作者 Jianfeng Lu Tao Huang +2 位作者 Yuanai Xie Shuqin Cao Bing Li 《Computers, Materials & Continua》 2025年第4期619-634,共16页
The proliferation of deep learning(DL)has amplified the demand for processing large and complex datasets for tasks such as modeling,classification,and identification.However,traditional DL methods compromise client pr... The proliferation of deep learning(DL)has amplified the demand for processing large and complex datasets for tasks such as modeling,classification,and identification.However,traditional DL methods compromise client privacy by collecting sensitive data,underscoring the necessity for privacy-preserving solutions like Federated Learning(FL).FL effectively addresses escalating privacy concerns by facilitating collaborative model training without necessitating the sharing of raw data.Given that FL clients autonomously manage training data,encouraging client engagement is pivotal for successful model training.To overcome challenges like unreliable communication and budget constraints,we present ENTIRE,a contract-based dynamic participation incentive mechanism for FL.ENTIRE ensures impartial model training by tailoring participation levels and payments to accommodate diverse client preferences.Our approach involves several key steps.Initially,we examine how random client participation impacts FL convergence in non-convex scenarios,establishing the correlation between client participation levels and model performance.Subsequently,we reframe model performance optimization as an optimal contract design challenge to guide the distribution of rewards among clients with varying participation costs.By balancing budget considerations with model effectiveness,we craft optimal contracts for different budgetary constraints,prompting clients to disclose their participation preferences and select suitable contracts for contributing to model training.Finally,we conduct a comprehensive experimental evaluation of ENTIRE using three real datasets.The results demonstrate a significant 12.9%enhancement in model performance,validating its adherence to anticipated economic properties. 展开更多
关键词 Federated learning deep learning non-IID data dynamic client participation non-convex optimization CONTRACT
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Clinical Application of Patient Participation Health Model in the Health Management of Patients with Type 2 Diabetes
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作者 Xiyu Jiang 《Journal of Clinical and Nursing Research》 2025年第1期188-193,共6页
Objective: To analyze the clinical effects of the patient participation health model in the health management of type 2 diabetes mellitus. Methods: A total of 124 patients with type 2 diabetes admitted to the hospital... Objective: To analyze the clinical effects of the patient participation health model in the health management of type 2 diabetes mellitus. Methods: A total of 124 patients with type 2 diabetes admitted to the hospital from June 2023 to June 2024 were randomly assigned to either the control group (64 patients) or the intervention group (60 patients). Patients in the control group received routine health management, while those in the intervention group were managed using a patient-participation health model with progressive, stage-based interventions. Outcomes were assessed based on blood glucose control, disease awareness, and self-management behaviors. Adverse reactions during health management were closely monitored in both groups. Results: Patients in the intervention group showed significantly better outcomes in blood glucose control, disease awareness, and self-management behaviors compared to the control group. Conclusion: The patient participation health model demonstrated significant clinical value, effectively enhancing self-management abilities, improving glycemic control, and increasing disease awareness. This model is recommended for widespread adoption in the health management of type 2 diabetes to achieve better therapeutic outcomes and improve patient quality of life. 展开更多
关键词 Type 2 diabetes Health management Patient participation health model Clinical application
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Development and psychometric validation of a questionnaire on participation in medication safety behaviors among older people with chronic diseases during the transition from hospital to home
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作者 Xiao-Yan Lin Wei-Xi Xu +2 位作者 Ya-Qin Ren Hui-Qi Lai Ting Lin 《Nursing Communications》 2025年第23期1-8,共8页
Background:Patients are particularly vulnerable to adverse drug events during the transition from hospital to home.This risk is significantly amplified for older adults with chronic diseases,who often manage complex m... Background:Patients are particularly vulnerable to adverse drug events during the transition from hospital to home.This risk is significantly amplified for older adults with chronic diseases,who often manage complex medication regimens involving multiple drugs.Although active patient participation is recognized as a crucial component in safeguarding medication safety,there is currently a lack of a standardized,validated tool specifically designed to assess the level of such participation among this vulnerable population during this critical transition.Therefore,this study aimed to develop and validate a questionnaire for assessing the level of participation in medication safety behaviors among older adults with chronic diseases during the transition from hospital to home.Methods:Guided by the Interactive Patient Participation in Patient Safety theory,the initial questionnaire was developed through literature analysis,qualitative interviews,expert consultation,and pre-testing from April to December 2023.A total of 582 older adults with chronic diseases discharged from two tertiary hospitals in Fuzhou,China were recruited using convenience sampling.Construct validity,content validity,internal consistency,and test-retest reliability were assessed.Results:The final questionnaire comprised 20 items across three dimensions:Participation in Decision-Making,Participation in Care,Participation in Appeals.Exploratory factor analysis showed a cumulative variance contribution of 51.478%.The overall Cronbach’s a coefficient was 0.875,the scale-level content validity index was 0.930,and the test-retest reliability was 0.715.Confirmatory factor analysis indicated an acceptable model fit.Conclusion:The developed questionnaire exhibits good reliability and validity,supporting its use to evaluate participation in medication safety behaviors among Chinese older adults with chronic diseases during the hospital-to-home transition period. 展开更多
关键词 older adult chronic disease hospital-to-home transition patient participation in medication safety
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A Theoretical Model of Cultural Heritage Tourism from the Perspective of Community Participation 被引量:3
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作者 邢慧斌 王蕾 Azizan Marzuki 《Journal of Landscape Research》 2012年第3期62-65,68,共5页
Concept of community participation was introduced,and Penang taken for example to study the community participation in cultural heritage tourism.On the basis of the literature review and the statistic data,a theoretic... Concept of community participation was introduced,and Penang taken for example to study the community participation in cultural heritage tourism.On the basis of the literature review and the statistic data,a theoretical community participation model of community participation in cultural heritage tourism was constructed which combines two perspectives:objective and subjective.This research has significant theoretical and practical meanings not only just for cultural heritage tourism but also for other tourism products. 展开更多
关键词 COMMUNITY participation Sustainable TOURISM development CULTURAL HERITAGE TOURISM
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Study on Tourism Development and Community Participation in Villages of the Minorities ——With the Dong Village in Zhaoxing,Southeast Guizhou Autonomous Prefecture of Miao and Dong Nationalities,China
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作者 徐燕 陆仙梅 +2 位作者 吴再英 陈洪智 石贤昌 《Journal of Landscape Research》 2011年第3期85-89,共5页
Based on basic theories of community participation in tourism development,questionnaires were designed for the field investigation in one of the largest Dong Villages in China,the Dong village in Zhaoxing.Community pa... Based on basic theories of community participation in tourism development,questionnaires were designed for the field investigation in one of the largest Dong Villages in China,the Dong village in Zhaoxing.Community participation in tourism development of the Dong Village was analyzed from the perspectives of residents' participation in decision-making and management,reception and catering services,group performance,making and selling ethnic artworks,protection of village tourist resources and environment.And meanwhile,problems were pointed out as "still maintaining in the early stage of its tourism development,fewer opportunities for its residents participating in tourism development,resource protection being divorced from tourism benefits and so on",on the basis of which corresponding solutions were offered as "expanding the field of participation,improving the level of participation,increasing benefits of local residents;insisting on the principle of "not participating intentionally is the best way of their participation,guaranteeing economic compensation for rural residents;enhancing infrastructure construction;establishing a museum of folk-custom materials;creating a favorable atmosphere of folk cultures;enhancing cooperation with its neighboring villages in tourism development,and creating a "local industrial chain";establishing a research center of cultural tourism development of the Dong Minority. 展开更多
关键词 VILLAGE of the MINORITIES Rural tourism development Community participation VILLAGE of the Dong MINORITY in Zhaoxing
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A Study of the Participation in TESOL Class——非母语英语教学课堂参与度调查与分析(英文) 被引量:1
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作者 赵晨 《海外英语》 2013年第13期69-70,共2页
The reasons for various types of participation and the main influence on enhancing active class participation are continuously debated.By investigating the performance of TESOL students,practical advices would be give... The reasons for various types of participation and the main influence on enhancing active class participation are continuously debated.By investigating the performance of TESOL students,practical advices would be given in this essay. 展开更多
关键词 TESOL participation implications
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Rural Tourism Format Network Mode Based on Community Participation:A Case Study of Jindatian Village of Zhejiang Province
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作者 张琳 邱灿华 《Agricultural Science & Technology》 CAS 2016年第12期2850-2854,2872,共6页
Because of the existing problems, features and demands in China ’s rural tourism development, sustainability in modern rural tourism necessitates the own ca-pability of rural vil ages and the active participation of ... Because of the existing problems, features and demands in China ’s rural tourism development, sustainability in modern rural tourism necessitates the own ca-pability of rural vil ages and the active participation of community residents. The structure of rural community with the impact of rural tourism is analyzed, and the coupling relation between rural tourism development mode and rural community is discussed. With the integration of rural tourism resource and community capability, network of rural tourism formats is organized starting with the possibility and ways of participation of community&#39;s vil agers, and formats of public resource type, plat-form investment type, smal and micro enterprises type, and general investment type are constructed to realize the positive cycle of rural community factors and tourism development. A case study of Jindatian Vil age demonstrates the feasibility of rural tourism network mode based on community development, which can depend on community's capability to realize the sustainable rural tourism, the protection and heritance of rural culture, and the regeneration of rural economy. 展开更多
关键词 Rural tourism Community participation Rural culture Tourism format
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Study on Management Mode of Rural Tourist Spots Based on Community Participation——A Case Study of Agricultural Ecological Park
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作者 唐慧 《Journal of Landscape Research》 2011年第1期84-86,共3页
In accordance with the development mode of agricultural ecological park,the paper proposed close-ended management mode at the initial stage of operation and open-ended management mode at the middle and latter stage of... In accordance with the development mode of agricultural ecological park,the paper proposed close-ended management mode at the initial stage of operation and open-ended management mode at the middle and latter stage of operation,so as to provide reference for sustainable development of agricultural ecological garden. 展开更多
关键词 COMMUNITY participation AGRICULTURAL ECOLOGICAL PARK Management mode
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Applying Politeness Strategies in Teacher Talk to Increase Students Participation
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作者 张芳 《海外英语》 2011年第10X期163-165,共3页
Based on Brown and Levinson's face theory, this paper points out that Chinese students keep silent in the English class for the sake of their face wants. As facilitators of language learning, teachers need to lear... Based on Brown and Levinson's face theory, this paper points out that Chinese students keep silent in the English class for the sake of their face wants. As facilitators of language learning, teachers need to learn some politeness strategies and employ various politeness strategies to maintain and enhance students' face to spark their motivation to participate in the interactive activities so as to develop their language control. 展开更多
关键词 face theory POLITENESS strategies TEACHER TALK STUDENT participation English CLASSROOM communication
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Consideration on Vocational Students' Participation in Class:With Special Reference to Task-based Approach and Traditional Method
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作者 董晓霞 《海外英语》 2011年第4X期111-113,共3页
This paper covers an experimental study on vocational students' participation in the class under task-based approach and traditional grammar-translation teaching method.As vocational colleges in China have develop... This paper covers an experimental study on vocational students' participation in the class under task-based approach and traditional grammar-translation teaching method.As vocational colleges in China have developed rapidly,teachers are still exploring and experimenting with different teaching approaches in order to find the suitable one(s).Using the theory of task-based approach,the grammartranslation method,the author conducts an experiment by recording.The following key issue has been addressed and some conclusive results have been made.The paper intends to find an answer to the following question:Under which teaching approach can students participate in the class more actively? Based on the above research work,the following result has been reached:Task-based approach can promote students' mastering of vocabulary and grammar,and students participate in the class more actively.The author would like to share her experiences with others in pedagogical studies of teaching vocational college students English. 展开更多
关键词 TASK-BASED approach grammar-translation method students’participation
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Association of cancer prevention awareness with esophageal cancer screening participation rates: Results from a population-based cancer screening program in rural China 被引量:13
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作者 Shangchun Jia He Li +6 位作者 Hongmei Zeng Rongshou Zheng Jiang Li Jufang Shi Zhixun Yang Maomao Cao Wanqing Chen 《Chinese Journal of Cancer Research》 SCIE CAS CSCD 2019年第4期601-608,共8页
Objective: : China have implemented population-based esophageal cancer(EC) screening programs, however,the participant rates were relatively low. This study was conducted to examine the association between cancer prev... Objective: : China have implemented population-based esophageal cancer(EC) screening programs, however,the participant rates were relatively low. This study was conducted to examine the association between cancer prevention knowledge and EC screening participation rates(PRs).Methods: : Data in the analyses were obtained from a population-based cancer screening program in four provinces in China since 2007. In the course of 2007-2016, participants who were evaluated as high risk for EC and subsequently recommended for endoscopy examination were included in the final analysis. One-way analysis of variance test, Chi-square test and logistic regression analysis were applied.Results: : A total of 28,543 individuals assessed as high-risk population for EC were included in this study, with13,036 males(45.67%) and 15,507 females(54.33%). The prevalence rates of current smoking and alcohol drinking were higher in males(58.25% and 44.22%, respectively) than in females(5.35% and 4.05%, respectively).Participants of females, and those who had older age, lower income, as well as higher education level and cancer prevention knowledge level were more likely to undergo endoscopy. Multivariable analysis showed that higher cancer prevention knowledge was associated with higher PR for endoscopic screening [adjusted odd ratio(aORQ4/Q1) =1.511, 95% confidence interval(95% CI): 1.398-1.632] among our study subjects. This association between cancer prevention knowledge and compliance with endoscopic screening also tends to be strong within subgroups of males, females, aged below 60 years, aged 60 years and above, and lower level of education(illiterate individuals and those with junior high education or less).Conclusions: : Our results displayed a positive relationship between cancer prevention knowledge and PRs for endoscopic screening, implying cancer prevention awareness being an independent influence factor for compliance with EC screening. Promoting public campaigns about comprehensive knowledge of cancer prevention seemed to be a reasonable and effective strategy to improve population PRs for EC screening. 展开更多
关键词 CANCER prevention knowledge ESOPHAGEAL CANCER screening participation rate compliance
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Public Participation in Water Environment Control:the Status and Experience of Shenzhen, Southern China 被引量:8
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作者 Chen Chunxing Han Long 《Meteorological and Environmental Research》 CAS 2018年第4期70-73,79,共5页
Public participation is an important part of watershed water environment management. Via public participation, it could enhance public environmental awareness, mobilize multiple forces to reconcile the conflicts among... Public participation is an important part of watershed water environment management. Via public participation, it could enhance public environmental awareness, mobilize multiple forces to reconcile the conflicts among multiple interest groups, supervise corporate environmental be-havior, and overcome the shortcomings of government unilateral decision-making. In this paper, the status quo of public participating in water envi-ronment control is summarized, and the existing problems of public participating in water environment control are analyzed. From the aspects of per-fecting legal system, perfecting water environment information disclosure system, expanding information communication channels, correctly guiding the development of environmental social organization, playing the supervision role of the people's congress and political consultative committee, and enriching the forms of publicity and education, the countermeasures and suggestions of public participating in water environment control are proposed, to perfect public participation mechanism, and scientifically and orderly impel comprehensive treatment of water environment. 展开更多
关键词 Water environment treatment Public participation Shenzhen City
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Local communities' participation in decision-making processes through planning and budgeting in African countries 被引量:2
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作者 Leonard I.Chirenje Richard A.Giliba Emmanuel B.Musamba 《Chinese Journal of Population,Resources and Environment》 2013年第1期10-16,共7页
Community participation and community based management are topical themes in current policy and discussion revolving around decision-making processes especially those dealing with natural resources management.This rev... Community participation and community based management are topical themes in current policy and discussion revolving around decision-making processes especially those dealing with natural resources management.This review shows that while governments have accepted the need to either cede or devolve control and management of natural resources to the local communities,the communities are not part and parcel of the planning and budgeting which are crucial in decisionmaking.Communities were seen to be more involved in the implementation of natural resource management programs but lacked ownership of the projects.This causes lack of commitment to the programs and at times hostile reaction from the communities.The communities are always at the receiving end when it pertains to losses in the exchange.Community participation was shown to be effective when the local population is involved not as co-operating users but as natural resource managers or owner managers. 展开更多
关键词 DECISION-MAKING community participation natural resources management PLANNING BUDGETING
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Impact of State Equity Participation on Family Enterprises’ Innovation Input 被引量:3
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作者 Luo Hong Qin Jidong 《China Economist》 2019年第6期92-108,共17页
Whether the mixed-ownership reform whereby the state invests in nonstate enterprises will be effective is a question that has attracted widespread attention and discussion.This paper uses sample data from family-owned... Whether the mixed-ownership reform whereby the state invests in nonstate enterprises will be effective is a question that has attracted widespread attention and discussion.This paper uses sample data from family-owned enterprises listed from 2009 to 2016 and empirically tests the impact of equity participation by the state in the family enterprises on their innovation input and the underlying mechanisms.Our results show that state investment has positive impacts on innovation input in the family enterprises.This effect is even more significant for high-tech family enterprises and/or those family enterprises confronting high policy uncertainty.Our results also reveal that when state investment is accompanied by a greater degree of state participation in enterprise operations or when the investment originates locally,there is a greater increase in innovation input.Further analysis of the underlying mechanisms reveals that state investment increases innovation input by increasing both willingness to innovate and the resources available for innovation.This paper provides new theoretical support and empirical evidence for pushing the mixed-ownership reform and stepping up the sustainable development of non-state enterprises including family ones. 展开更多
关键词 mixed-ownership reform STATE investment EQUITY participation by the STATE family enterprise INNOVATION INPUT
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Patient Participation in Communication about Treatment Decision-Making for Localized Prostate Cancer during Consultation Visits 被引量:3
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作者 Lixin Song Mark P. Toles +4 位作者 Jinbing Bai Matthew E. Nielsen Donald E. Bailey Betsy Sleath Barbara Mark 《Health》 2015年第11期1419-1429,共11页
Objectives: To describe the communication behaviors of patients and physicians and patient par-ticipation in communication about treatment decision-making during consultation visits for local-ized prostate cancer (LPC... Objectives: To describe the communication behaviors of patients and physicians and patient par-ticipation in communication about treatment decision-making during consultation visits for local-ized prostate cancer (LPCa). Methods: This is a secondary analysis of data from 52 men enrolled in the usual care control group of a randomized trial that focused on decision-making for newly diagnosed men with LPCa. We analyzed the patient-physician communication using the transcribed audio-recordings of real-time treatment consultations and a researcher-developed coding tool, including codes for communication behaviors (information giving, seeking, and clarifying/ verifying) and contents of clinical consultations (health histories, survival/mortality, treatment options, treatment impact, and treatment preferences). After qualitative content analysis, we categorized patient participation in communication about treatment-related clinical content, including “none” (content not discussed);“low” (patient listening only);“moderate” (patient providing information or asking questions);and “high” (patient providing information and asking questions). Results: Physicians mainly provided information during treatment decision consultations and patients frequently were not active participants in communication. The participation of patients with low and moderate cancer risk typically was: 1) “moderate and high” in discussing health histories;2) “low” in discussing survival/mortality;3) “low and moderate” in discussing treatment options;4) “none and low” in discussing treatment impacts;and 5) “low” in discussing treatment preferences. Conclusions: Findings suggest opportunities for increasing patient participation in communication about treatment decision-making for LPCa during clinical consultations. 展开更多
关键词 Localized PROSTATE Cancer (LPCa) Decision-Making Patient-Provider COMMUNICATION PATIENT participation Audio-Recording CONSULTATION
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Current needs, the future of adolescents and young adults having sustained a moderate or severe Traumatic Brain Injury (TBI) and the potential of their social participation 被引量:2
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作者 Sirois Katia Boucher Normand Lepage Céline 《Open Journal of Therapy and Rehabilitation》 2014年第1期45-55,共11页
The general objective of this study is to identify the specific needs of youths who have suffered a moderate or severe traumatic brain injury (TBI) and their levels of life habit accomplishments. The secondary objecti... The general objective of this study is to identify the specific needs of youths who have suffered a moderate or severe traumatic brain injury (TBI) and their levels of life habit accomplishments. The secondary objective aims to identify how they view themselves in the future with regard to their life habits. Eighteen young persons with moderate or severe TBIs aged 14 to 20 completed questionnaires based on the Life-Habits questionnaire and elaborated on their current level of satisfaction and their visions of the future. Teenagers reported that maintaining good interpersonal relationships, being autonomous, fulfilling their responsibilities, warding off lone-liness, as well as being supported in their efforts to reach a satisfying response to their needs and concerns were their highest priorities. In order to increase their satisfaction related to life habits they suggest improving external factors, such as information concerning TBIs to their entourage. They see themselves as complete social participants in the future. Youths with moderate or severe TBIs identified their needs and envisioned their future to be like that of any other teenager and young adult. They hope to start a family and find a good job. They also identified strategies to improve their life habits. 展开更多
关键词 TRAUMATIC Brain INJURY Adolescents Rehabilitation Social participation
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Multi-objective optimization scheduling for new energy power system considering energy storage participation 被引量:9
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作者 YUN Yun-yun DONG Hai-ying +2 位作者 CHEN Zhao HUANG Rong DING Kun 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2020年第4期365-372,共8页
For the low utilization rate of photovoltaic power generation,taking a new energy power system constisting of concentrating solar power(CSP),photovoltaic power(PP)and battery energy storage system as an example,a mult... For the low utilization rate of photovoltaic power generation,taking a new energy power system constisting of concentrating solar power(CSP),photovoltaic power(PP)and battery energy storage system as an example,a multi-objective optimization scheduling strategy considering energy storage participation is proposed.Firstly,the new energy power system model is established,and the PP scenario generation and reduction frame based on the autoregressive moving average model and Kantorovich-distance is proposed.Then,based on the optimization goal of the system operation cost minimization and the PP output power consumption maximization,the multi-objective optimization scheduling model is established.Finally,the simulation results show that introducing energy storage into the system can effectively reduce the system operation cost and improve the utilization efficiency of PP. 展开更多
关键词 new energy power system multi-objective optimization energy storage participation operation cost autoregressive moving average model
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