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A feasibility study on smartphone accelerometer-based recognition of household activities and influence of smartphone position 基于智能手机加速度计的家庭活动识别及智能手机位置影响的可行性研究
Pub Date : 2017-10-02 DOI: 10.1080/17538157.2016.1255214
V. Della Mea, Omar Quattrin, M. Parpinel
ABSTRACT Background: Obesity and physical inactivity are the most important risk factors for chronic diseases. The present study aimed at (i) developing and testing a method for classifying household activities based on a smartphone accelerometer; (ii) evaluating the influence of smartphone position; and (iii) evaluating the acceptability of wearing a smartphone for activity recognition. Methods: An Android application was developed to record accelerometer data and calculate descriptive features on 5-second time blocks, then classified with nine algorithms. Household activities were: sitting, working at the computer, walking, ironing, sweeping the floor, going down stairs with a shopping bag, walking while carrying a large box, and climbing stairs with a shopping bag. Ten volunteers carried out the activities for three times, each one with a smartphone in a different position (pocket, arm, and wrist). Users were then asked to answer a questionnaire. Results: 1440 time blocks were collected. Three algorithms demonstrated an accuracy greater than 80% for all smartphone positions. While for some subjects the smartphone was uncomfortable, it seems that it did not really affect activity. Conclusions: Smartphones can be used to recognize household activities. A further development is to measure metabolic equivalent tasks starting from accelerometer data only.
背景:肥胖和缺乏运动是慢性疾病最重要的危险因素。本研究旨在(i)开发和测试一种基于智能手机加速度计的家庭活动分类方法;(ii)评估智能手机位置的影响;(三)评估佩戴智能手机进行活动识别的可接受性。方法:开发Android应用程序,记录加速度计数据并计算5秒时间块上的描述特征,然后使用9种算法进行分类。家庭活动包括:坐着、在电脑前工作、走路、熨衣服、扫地、提着购物袋下楼、提着大箱子走路、提着购物袋爬楼梯。10名志愿者进行了三次活动,每人将智能手机放在不同的位置(口袋、手臂和手腕)。然后要求用户回答一份问卷。结果:共收集时间块1440个。三种算法显示,所有智能手机位置的准确率都超过80%。虽然对一些受试者来说,智能手机让他们感到不舒服,但它似乎并没有真正影响他们的活动。结论:智能手机可以用于识别家庭活动。进一步的发展是仅从加速度计数据开始测量代谢当量任务。
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引用次数: 12
Nursing care documentation practice: The unfinished task of nursing care in the University of Gondar Hospital 护理文件化实践:冈达尔大学医院护理工作的未竟任务
Pub Date : 2017-07-03 DOI: 10.1080/17538157.2016.1252766
Mihiretu M Kebede, Yesuf Endris, D. Zegeye
ABSTRACT Introduction: Even though nursing care documentation is an important part of nursing practice, it is commonly left undone. The objective of this study was to assess nursing care documentation practice and the associated factors among nurses who are working at the University of Gondar Hospital. Methods: An institution-based cross-sectional study was conducted among 220 nurses working at the University of Gondar Hospital inpatient wards from March 20 to April 30, 2014. Data were collected using a structured and pre-tested self-administered questionnaire. Data were entered into Epi Info version 7 and analyzed with SPSS version 20. Descriptive statistics, bivariate, and multivariate logistic regression analyses were carried out. Results: Two hundred and six nurses returned the questionnaire. Good nursing care documentation practice among nurses was 37.4%. A low nurse-to-patient ratio AOR = 2.15 (95%CI [1.155, 4.020]), in-service training on standard nursing process AOR = 2.6 (95%CI[1.326, 5.052]), good knowledge AOR = 2.156(95% CI [1.092, 4.254]), and good attitude toward nursing care documentation AOR = 2.22 (95% CI [1.105, 4.471] were significantly associated with nursing care documentation practice. Conclusion: Most of the nursing care provided remains undocumented. Nurse-to-patient ratio, in-service training, knowledge, and attitude of nurses toward nursing care documentation were factors associated with nursing care documentation practice.
摘要简介:尽管护理文件是护理实践的重要组成部分,但它通常被遗忘。本研究的目的是评估在贡达尔大学医院工作的护士的护理文件实践及其相关因素。方法:对2014年3月20日至4月30日在贡达尔大学医院住院病房工作的220名护士进行横断面研究。数据收集使用结构化和预先测试的自我管理问卷。数据录入Epi Info version 7,使用SPSS version 20进行分析。进行描述性统计、双变量和多变量逻辑回归分析。结果:226名护士返回问卷。护士有良好护理文件操作的占37.4%。低护患比AOR = 2.15 (95%CI[1.155, 4.020])、在职标准护理流程培训AOR = 2.6 (95%CI[1.326, 5.052])、良好知识AOR = 2.156(95% CI[1.092, 4.254])、良好护理文件态度AOR = 2.22 (95%CI[1.105, 4.471])与护理文件实践显著相关。结论:提供的大部分护理仍然是无证的。护患比、在职培训、护士对护理文件的知识和态度是影响护理文件实践的因素。
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引用次数: 47
An interactive distance solution for stroke rehabilitation in the home setting – A feasibility study 在家庭环境中进行中风康复的交互式远程解决方案-可行性研究
Pub Date : 2017-07-03 DOI: 10.1080/17538157.2016.1253015
S. Palmcrantz, J. Borg, D. Sommerfeld, J. Plantin, Anneli Wall, M. Ehn, M. Sjölinder, Inga-Lill Boman
ABSTRACT Background: In this study an interactive distance solution (called the DISKO tool) was developed to enable home-based motor training after stroke. Objectives: The overall aim was to explore the feasibility and safety of using the DISKO-tool, customized for interactive stroke rehabilitation in the home setting, in different rehabilitation phases after stroke. Methods: Fifteen patients in three different stages in the continuum of rehabilitation after stroke participated in a home-based training program using the DISKO-tool. The program included 15 training sessions with recurrent follow-ups by the integrated application for video communication with a physiotherapist. Safety and feasibility were assessed from patients, physiotherapists, and a technician using logbooks, interviews, and a questionnaire. Qualitative content analysis and descriptive statistics were used in the analysis. Results: Fourteen out of 15 patients finalized the training period with a mean of 19.5 minutes spent on training at each session. The DISKO-tool was found to be useful and safe by patients and physiotherapists. Conclusions: This study demonstrates the feasibility and safety of the DISKO-tool and provides guidance in further development and testing of interactive distance technology for home rehabilitation, to be used by health care professionals and patients in different phases of rehabilitation after stroke.
摘要背景:在本研究中,开发了一种交互式远程解决方案(称为DISKO工具),以实现中风后的家庭运动训练。目的:总体目的是探讨在脑卒中后不同康复阶段使用disko工具的可行性和安全性,disko工具是为家庭环境中的交互式脑卒中康复定制的。方法:15例患者在脑卒中后连续康复的三个不同阶段,使用disko工具参加了一个基于家庭的训练计划。该计划包括15个培训课程,并通过与物理治疗师进行视频通信的综合应用程序进行定期随访。安全性和可行性由患者、物理治疗师和技术人员通过日志、访谈和问卷进行评估。分析采用定性内容分析和描述性统计。结果:15例患者中有14例完成了训练,每次平均训练时间为19.5分钟。disko工具被患者和物理治疗师发现是有用和安全的。结论:本研究证明了disko工具的可行性和安全性,并为进一步开发和测试用于家庭康复的交互式远程技术提供了指导,供医疗保健专业人员和卒中后不同康复阶段的患者使用。
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引用次数: 19
The effects of informal carers’ characteristics on their information needs: The information needs state approach 非正式照顾者特征对其信息需求的影响:信息需求状态法
Pub Date : 2017-07-03 DOI: 10.1080/17538157.2016.1221409
Basil Alzougool, Shanton Chang, K. Gray
ABSTRACT Background: There has been little research that provides a comprehensive account of the nature and aspects of information needs of informal carers. The authors have previously developed and validated a framework that accounts for major underlying states of information need. This paper aims to apply this framework to explore whether there are common demographic and socioeconomic characteristics that affect the information needs states of carers. A questionnaire about the information needs states was completed by 198 carers above 18 years old. We use statistical methods to look for similarities and differences in respondents’ information needs states, in terms of the demographic and socioeconomic variables. At least one information needs state varies among carers, in terms of seven demographic and socioeconomic variables: the age of the patient(s) that they are caring for; the condition(s) of the patient(s) that they are caring for; the number of patients that they are caring for; their length of time as a carer; their gender; the country that they live in; and the population of the area that they live in. The findings demonstrate the utility of the information needs state framework. We outline some practical implications of the framework.
摘要背景:关于非正式照顾者信息需求的性质和方面的研究很少。作者之前已经开发并验证了一个框架,该框架解释了信息需求的主要潜在状态。本文旨在应用这一框架来探讨是否存在共同的人口和社会经济特征影响照顾者的信息需求状态。198名18岁以上的护工填写了一份关于信息需求状态的问卷。我们使用统计方法在人口和社会经济变量方面寻找受访者信息需求状态的异同。在7个人口统计学和社会经济变量方面,护理人员至少有一个信息需求状态是不同的:他们所照顾的病人的年龄;他们所照顾的病人的病情;他们照顾的病人数量;他们作为照顾者的时间长度;他们的性别;国家:他们居住的国家;以及他们所居住地区的人口。研究结果证明了信息需求状态框架的实用性。我们概述了该框架的一些实际含义。
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引用次数: 8
Acceptance by laypersons and medical professionals of the personalized eHealth platform, eHealthMonitor 外行人和医疗专业人员对个性化电子健康平台eHealthMonitor的接受程度
Pub Date : 2017-07-03 DOI: 10.1080/17538157.2016.1237953
Lena Griebel, P. Kolominsky-Rabas, S. Schaller, Jakub Siudyka, R. Sierpiński, Dimitrios Papapavlou, Aliki Simeonidou, H. Prokosch, M. Sedlmayr
ABSTRACT Introduction and background: Often, eHealth services are not accepted because of factors such as eHealth literacy or trust. Within this study, eHealthMonitor was evaluated in three European countries (Germany, Greece, and Poland) by medical professionals and laypersons with respect to numerous acceptance factors. Methods: Questionnaires were created on the basis of factors from literature and with the help of scales which have already been validated. A qualitative survey was conducted in Germany, Poland, and Greece. Results: The eHealth literacy of all participants was medium/high. Laypersons mostly agreed that they could easily become skillful with eHealthMonitor and that other people thought that they should use eHealthMonitor. Amongst medical professionals, a large number were afraid that eHealthMonitor could violate their privacy or the privacy of their patients. Overall, the participants thought that eHealthMonitor was a good concept and that they would use it. Discussion and conclusion: The main hindrances to the use of eHealthMonitor were found in trust issues including data privacy. In the future, more research on the linkage of all measured factors is needed, for example, to address the question of whether highly educated people tend to mistrust eHealth information more than people with lower levels of education.
简介和背景:通常,由于电子健康素养或信任等因素,电子健康服务不被接受。在这项研究中,eHealthMonitor在三个欧洲国家(德国、希腊和波兰)由医疗专业人员和非专业人员就许多接受因素进行了评估。方法:在文献因素的基础上,采用已验证的量表进行问卷调查。在德国、波兰和希腊进行了定性调查。结果:所有参与者的电子健康素养均为中/高。外行人大多同意他们可以很容易地熟练使用eHealthMonitor,而其他人则认为他们应该使用eHealthMonitor。在医疗专业人员中,很多人担心eHealthMonitor会侵犯他们或病人的隐私。总的来说,参与者认为eHealthMonitor是一个很好的概念,他们会使用它。讨论和结论:使用eHealthMonitor的主要障碍是信任问题,包括数据隐私问题。在未来,需要对所有测量因素之间的联系进行更多的研究,例如,解决受过高等教育的人是否比受教育程度较低的人更倾向于不信任电子卫生信息的问题。
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引用次数: 10
A 3D assessment and feedback tool for Ankylosing Spondylitis from the perspective of healthcare professionals 从医疗保健专业人员的角度对强直性脊柱炎的3D评估和反馈工具
Pub Date : 2017-07-03 DOI: 10.1080/17538157.2016.1252375
Shijuan Li, S. Kay, S. Porter
ABSTRACT To investigate the utility of 3D visualization technology to augment assessment and feedback for Ankylosing Spondylitis (AS), a visualization prototype was developed, and both subjective and objective measures of current assessment instruments were compared. To verify and establish a base-line for the prototype’s effectiveness, motion data and measurement data from a healthy adult in a laboratory environment were collected. To validate the prototype, a qualitative evaluation was undertaken using multiple methods including a pilot study, focus groups, and individual interviews. Research subjects comprised physiotherapists in clinical practice and academia and content analysis of their responses was used to substantiate the findings. The prototype enhanced both assessment and feedback of AS from the physiotherapist’s perspective and they believed it to be superior to the current methods used in practice for assessing the condition and in documenting variations for subsequent treatment. The physiotherapists believed that such a system had potential to encourage multidisciplinary working, and to be patient-centric, both with respect to the process of treatment and with regard to the convenience it offered to patients in managing their own condition. 3D visualization of AS symptoms and its treatment via exercise is a valuable technique as demonstrated by the prototype system.
为了研究3D可视化技术在增强强直性脊柱炎(AS)评估和反馈中的应用,开发了一个可视化原型,并比较了当前评估工具的主观和客观测量。为了验证和建立原型有效性的基线,在实验室环境中收集了健康成人的运动数据和测量数据。为了验证原型,采用多种方法进行了定性评估,包括试点研究、焦点小组和个人访谈。研究对象包括临床和学术界的物理治疗师,并对他们的回答进行内容分析以证实研究结果。从物理治疗师的角度来看,该原型增强了对AS的评估和反馈,他们认为它优于目前实践中用于评估病情和记录后续治疗变化的方法。物理治疗师认为,这样一个系统有潜力鼓励多学科的工作,并以病人为中心,无论是在治疗过程中,还是在为病人管理自己的病情提供便利方面。正如原型系统所证明的那样,AS症状的三维可视化及其通过运动治疗是一项有价值的技术。
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引用次数: 1
Intelligent task management platform for health care workers 面向医护人员的智能任务管理平台
Pub Date : 2017-03-01 DOI: 10.3109/17538157.2015.1113178
F. Ongenae, Thomas Vanhove, Femke De Backere, F. de Turck
ABSTRACT The medical staff in a hospital could benefit from a specialized task management system, considering their high workload covering different patients. This article presents an intelligent task management platform that automatically prioritizes and (re-)assigns tasks to the appropriate caregivers based on the current health care context captured in a continuous care ontology. Moreover, this platform provides the caregivers with a smartphone allowing them to easily view and process their assigned tasks.
考虑到医院医务人员的高工作量涉及不同的患者,他们可以从一个专门的任务管理系统中受益。本文介绍了一个智能任务管理平台,该平台基于在持续护理本体中捕获的当前医疗保健上下文,自动对任务进行优先级排序和(重新)分配给适当的护理人员。此外,该平台为护理人员提供智能手机,使他们能够轻松查看和处理分配的任务。
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引用次数: 7
Acceptance of clinical decision support surveillance technology in the clinical pharmacy 临床药学对临床决策支持监测技术的接受
Pub Date : 2017-03-01 DOI: 10.3109/17538157.2015.1113415
D. English, K. Ankem, K. English
ABSTRACT Introduction: There are clinical and economic benefits to incorporating clinical decision support systems (CDSSs) in patient care interventions in the clinical pharmacy setting. However, user dissatisfaction and resistance to HIT can prevent optimal use of such systems, particularly when users employ system workarounds and overrides. Objectives: The present study applied a modified version of the unified theory of acceptance and use of technology (UTAUT) to evaluate the disposition and satisfaction with CDSS among clinical pharmacists who perform surveillance to identify potential medication therapy interventions on patients in the hospital setting. Methods: A survey of clinical pharmacists (N = 48) was conducted. Partial least squares (PLS) regression was used to analyze the influence of the UTAUT-related variables on behavioral intention and satisfaction with CDSS among clinical pharmacists. Results: While behavioral intention did not predict actual use of HIT, facilitating conditions had a direct effect on pharmacists’ use of CDSS. Likewise, satisfaction with CDSS was found to have a direct effect on use, with more satisfied users being less inclined to employ workarounds or overrides of the system. Conclusion: Based on the findings, organizational structures that facilitate CDSS use and user satisfaction affect the extent to which pharmacy and health care management maximize use in the clinical pharmacy setting.
摘要简介:在临床药学环境中,将临床决策支持系统(cdss)纳入患者护理干预具有临床和经济效益。然而,用户的不满和对HIT的抵制可能会妨碍这些系统的最佳使用,特别是当用户使用系统变通和覆盖时。目的:本研究应用改进的技术接受与使用统一理论(UTAUT)来评估临床药师对CDSS的处置和满意度,这些临床药师在医院环境中对患者进行监测,以确定潜在的药物治疗干预措施。方法:对48名临床药师进行调查。采用偏最小二乘(PLS)回归分析utaut相关变量对临床药师CDSS行为意向和满意度的影响。结果:行为意向不能预测药师实际使用HIT,便利条件对药师使用CDSS有直接影响。同样地,对CDSS的满意被发现对使用有直接的影响,更满意的用户不太倾向于使用变通方法或覆盖系统。结论:基于研究结果,促进CDSS使用的组织结构和用户满意度影响药房和卫生保健管理在临床药学环境中最大化使用CDSS的程度。
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引用次数: 14
Going from “paper and pen” to ICT systems: Perspectives on managing the change process 从“纸笔”到ICT系统:管理变革过程的观点
Pub Date : 2017-03-01 DOI: 10.3109/17538157.2015.1033526
Maria Andersson Marchesoni, K. Axelsson, Y. Fältholm, I. Lindberg
ABSTRACT Background: Lack of participation from staff when developing information and communication technologies (ICT) has been shown to lead to negative consequences and might be one explanation for failure. Management during development processes has rarely been empirically studied, especially when introducing ICT systems in a municipality context. Objective: To describe and interpret experiences of the management during change processes where ICT was introduced among staff and managers in elderly care. Design: A qualitative interpretive method was chosen for this study and content analysis for analyzing the interviews. Results: “Clear focus–unclear process” demonstrated that focus on ICT solutions was clear but the process of introducing the ICT was not. “First-line managers receiving a system of support” gave a picture of the first-line manager as not playing an active part in the projects. First-line managers and staff described “Low power to influence” when realizing that for some reasons, they had not contributed in the change projects. “Low confirmation” represented the previous and present feelings of staff not being listened to. Lastly, “Reciprocal understanding” pictures how first-line managers and staff, although having some expectations on each other, understood each other’s positions. Conclusions: Empowerment could be useful in creating an organization where critical awareness and reflection over daily practice becomes a routine.
摘要背景:在信息通信技术(ICT)开发过程中,缺乏员工的参与已被证明会导致负面后果,这可能是导致失败的一个原因。开发过程中的管理很少进行实证研究,特别是在市政背景下引入信息通信技术系统时。目的:描述和解释信息通信技术在老年护理工作人员和管理人员中引入的变革过程中的管理经验。设计:本研究采用定性解释方法,对访谈进行内容分析。结果:“焦点清晰-过程不清晰”表明ICT解决方案的焦点清晰,但引入ICT的过程不清晰。“一线经理得到系统的支持”给了一线经理在项目中没有发挥积极作用的印象。当一线经理和员工意识到由于某些原因,他们没有在变更项目中做出贡献时,他们描述为“影响力低”。“低确认”代表了员工过去和现在没有被倾听的感觉。最后,“相互理解”描绘了一线管理者和员工如何理解彼此的立场,尽管他们对彼此有一些期望。结论:授权在创建一个组织中可能是有用的,在这个组织中,对日常实践的批判性意识和反思成为一种惯例。
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引用次数: 5
Patient-centered knowledge sharing in healthcare organizations: Identifying the external barriers 医疗保健组织中以患者为中心的知识共享:识别外部障碍
Pub Date : 2017-01-13 DOI: 10.1080/17538157.2016.1269106
Lihong Zhou
ABSTRACT Objective: This paper reports on a research study, which aims to identify, qualify, and theorize the external barriers that prevent and hinder the exercises and activities of patient-centered knowledge sharing (KS) in healthcare organizations. Methods: The project adopted a qualitative secondary analysis approach as the overarching methodology to guide the analysis of data collected in a previously completed research study. Specifically, 46 semi-structured interview data were included and analyzed using a thematic analysis approach. Results: The secondary analysis showed that healthcare KS is strongly influenced and hindered by five external barriers: social belief and preference, cultural values, healthcare education structure, political decisions, and economic environment and constraints. Moreover, the research findings suggest that these external barriers cannot be overlooked in KS implementation and operation in healthcare organizations and should be carefully assessed beginning in the early stages of KS design and strategic planning. Discussion and Conclusions: Based on the secondary analysis, this paper proposes a conceptual model, which will contribute to the development of hypotheses in the future for building a generalized knowledge. The case study used is Chinese healthcare, but the KS problems studied can be shared across international borders.
摘要目的:本文报告了一项研究,旨在识别、定性和理论化防止和阻碍医疗保健组织以患者为中心的知识共享(KS)的练习和活动的外部障碍。方法:该项目采用定性二次分析方法作为总体方法,以指导对先前完成的研究研究中收集的数据进行分析。具体而言,采用专题分析方法对46个半结构化访谈数据进行了分析。结果:二次分析显示,卫生保健KS受到社会信仰与偏好、文化价值观、卫生保健教育结构、政治决策和经济环境与约束等5个外部障碍的强烈影响和阻碍。此外,研究结果表明,这些外部障碍在医疗机构的KS实施和操作中不容忽视,应该在KS设计和战略规划的早期阶段开始仔细评估。讨论与结论:在二次分析的基础上,本文提出了一个概念模型,这将有助于未来假设的发展,以建立一个广义的知识。本文使用的案例研究是中国的医疗保健,但所研究的KS问题可以跨国界共享。
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引用次数: 5
期刊
Informatics for Health and Social Care
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