On researching activity tracking to support learning: a retrospective

Victor R. Lee

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On researching activity tracking to support learning: a retrospective

机译：关于研究活动跟踪以支持学习的回顾

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Purpose - This paper aims to discuss research and design of learning activities involving activity tracking and wearable activity tracking technology. Design/methodology/approach - Three studies are summarized as part of a program of research that sought to design new learning activities for classroom settings. The first used data from a qualitative interview study of adult athletes who self-track. The second used video excerpts from a designed learning activity with a group of fifth grade elementary students. The third study draws largely on quantitative assessment data from an activity tracking unit enactment in a rural sixth grade class. Findings - Activity tracking appears to provide opportunities for establishing benchmarks and calibration opportunities related to intensity of physical activities. Those features of activity tracking can be leveraged to develop learning activities where elementary students discover features of data and how data are affected by different distributions. Students can show significant improvement related to statistical reasoning in classroom instructional units that centralize the use of self-tracked data. Originality/value - As activity tracking is becoming a more ubiquitous practice with increased pervasiveness and familiarity with mobile and wearable technologies, this paper demonstrates a topical intersection between the information and learning sciences, illustrates how self-tracking can be recruited for instructional settings, and it discusses concerns that have emerged in the past several years as the technology related to activity tracking begins to be used for educational purposes.

机译：目的-本文旨在讨论涉及活动跟踪和可穿戴活动跟踪技术的学习活动的研究和设计。设计/方法/方法-作为研究计划的一部分，总结了三项研究，这些研究旨在为教室设计新的学习活动。第一个使用来自对自我跟踪的成年运动员进行定性访谈研究的数据。第二部分使用了与一群五年级小学学生一起设计的学习活动中的视频摘录。第三项研究主要借鉴了农村六年级班级活动跟踪单位制定的定量评估数据。调查结果-活动跟踪似乎为建立与体育活动强度有关的基准和校准机会提供了机会。活动跟踪的那些功能可用于开发学习活动，使小学生发现数据的功能以及数据受不同分布的影响。在课堂教学单元中，学生可以显示出与统计推理有关的显着改善，这些教学单元可以集中使用自我跟踪的数据。原创性/价值-随着活动跟踪变得越来越普遍，并且对移动和可穿戴技术的普及和熟悉程度越来越高，本文演示了信息与学习科学之间的主题交叉点，说明了如何在教学环境中采用自我跟踪，以及它讨论了随着活动跟踪技术开始用于教育目的而在过去几年中出现的担忧。

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《New library world》 |2019年第2期|133-154|共22页
作者
Victor R. Lee;
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作者单位

Utah State University, Logan, Utah, USA;

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正文语种 eng
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关键词
Quantified self; Activity tracking; Elementary statistics; Personal informatics; Self-tracking; Wearables;

机译：量化自我;活动跟踪;基本统计;个人信息学;自我跟踪;可穿戴;

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1. Neural Network–Based Algorithm for Adjusting Activity Targets to Sustain Exercise Engagement Among People Using Activity Trackers: Retrospective Observation and Algorithm Development Study [J] . Ramin Mohammadi, Mursal Atif, Amanda Jayne Centi, JMIR mHealth and uHealth . 2020,第9期

机译：基于神经网络的算法，用于调整活动目标以维持人们在使用活动跟踪器之间的运动参与：回顾性观察和算法开发研究
2. The learning kit project: Software tools for supporting and researching regulation of collaborative learning [J] . Philip H. Winne, Allyson Fiona Hadwin, Carmen Gress Computers in Human Behavior . 2010,第5期

机译：学习套件项目：用于支持和研究协作学习规则的软件工具
3. Researching learning design in open, distance, and flexible learning: investigating approaches to supporting design processes and practices [J] . Sue Bennett a, Shirley Agostinho a, Lori Lockyer a, Distance Education . 2009,第2期

机译：在开放，远程和灵活学习中研究学习设计：研究支持设计过程和实践的方法
4. A tracking system for laboratory mice to support medical researchers in behavioral analysis [C] . Macri S., Mainetti L., Patrono L., Annual International Conference of the IEEE Engineering in Medicine and Biology Society . 2015

机译：用于实验室小鼠的跟踪系统，以支持医学研究人员的行为分析
5. Machine Learning for Neural Activity Video Analysis and for Object Tracking in Video [D] . Song, Yilin. 2018

机译：机器学习用于神经活动视频分析和视频中的对象跟踪
6. Combining Activity Trackers With Motivational Interviewing and Mutual Support to Increase Physical Activity in Parent-Adolescent Dyads: Longitudinal Observational Feasibility Study [O] . Josette Bianchi-Hayes, Elinor Schoenfeld, Rosa Cataldo, 2018

机译：将活动追踪器与动机访谈和相互支持相结合以增加父母-青少年双双的体育活动：纵向观察可行性研究
7. P235Relation between myocardial deformation by three-dimensional speckle tracking analysis , control of the hypertension and functional capacity in patients with systemic hypertensionP236Obstructive sleep apnoea is often under-recognised in patients with acute myocardial infarction, but commonly contributes to left ventricular diastolic dysfunctionP237Intrinsic left ventricular dysfunction in Behcet disease in comparison with systemic disease activity: insights from speckle tracking echocardiographyP238Echocardiography changes during singleton and twin pregnancyP239Proposal of two new echocardiographic parameters for the differentiation of pre-capillary from post-capillary pulmonary hypertensionP240The coincidence of implanted device and number of electrodes with the presence of residual fibrotic tissue after transvenous leads extraction assessed in echocardiographic examP241Hemoglobin is an independent predictor of left ventricular hypertrophy in postmenopausal women but not in premenopausal womenP242Left ventricular longitudinal deformation impairment in patients with psoriasis is linked with immunologic activationP243Impaired diastolic functions and left atrial mechanical functions in patients with vitamin-D deficiencyP244Modification of cardiac and vascular function secondary to insulin resistanceP245Impaired right ventricular function is not related to serum galectin-3 concentration in patients with repaired tetralogy of fallotP246Age-adjusted indices of right ventricular (RV) longitudinal function do not adequately reflect the global RV contraction in children with repaired congenital heart defects and RV volume overloadP247Relationship between fractional flow reserve and dobutamine stress echocardiography in coronary artery diseaseP248A retrospective observational comparative study on the negative predictive value of nuclear testing vs. stress echo in pre-operative assessment for patients undergoing solid organ transplantionP249The detection of viable myocardium by dobutamine stress speckle tracking echocardiography in patients with coronary artery diseaseP250VO2 flattening during exercise in heart failure: evidence for a combined low cardiac output and inefficient O2 extractionP251 The dynamic assessment of alveolar-capillary barrier during exercise-echocardiography in heart failure patients with reduced ejection fractionP252The effect of exercise training on cardiac function during exercise stress echo in patients with type 2 diabetes and diastolic dysfunctionP253Age-related maximal exercise O2 extraction differences in a population of apparently healthy subjects at cardiovascular riskP254Difference in the changes of functional mitral regurgitation between semisupine ergometer and handgrip exerciseP255Correlation of annulus size assessed by echo 2d, 3d and multidetector computed tomography in patients undergoing transcatheter aortic valve implantationP256Mitral annulus dynamics: from normal to extensive mixomatous disease-a three-dimensional transoesophageal studyP257Left atrial appendage closure: an echo point of view of 55 casesP258Effect of catheter-based renal denervation on left ventricular function, mass and (un)twist with two-dimensional speckle tracking echocardiographyP259Associations of microRNAs gene expression in peripheral blood mononuclear cells and left ventricular global longitudinal peak strain in patients with essential hypertension [O] . I. Craciunescu, N. Ngiam, BJ. Sun, 2016

机译：心肌变形之间P235Relation通过三维斑点追踪分析，在患者全身hypertensionP236Obstructive睡眠呼吸暂停的高血压和功能的能力控制是经常根据公认在急性心肌梗死，但通常有助于左室舒张dysfunctionP237Intrinsic左心室功能紊乱中白塞氏病与全身性疾病的活性的比较：用于预毛细管的从植入装置和电极数目的毛细血管后肺hypertensionP240The巧合的分化与存在的两个新的超声心动图参数单和双pregnancyP239Proposal期间从斑点追踪echocardiographyP238Echocardiography变化的见解静脉引线后残留的纤维组织提取评估了超声心动图examP241Hemoglobin是绝经后妇女的左心室肥厚的独立预测因素，但不是在premen opausal womenP242Left心室纵向变形损害牛皮癣患者与免疫联activationP243Impaired舒张功能和左心房机械功能患者的心脏和血管功能继发于胰岛素的维生素-d deficiencyP244Modification resistanceP245Impaired右心室功能是不相关的血清半乳凝素3浓度患者右心室（RV）的纵向功能fallotP246Age调整指标的修复四部曲没有充分反映在冠状动脉diseaseP248A追溯血流储备分数和多巴酚丁胺超声心动图之间修复先天性心脏缺陷和RV容积overloadP247Relationship全球儿童RV收缩在术前评估核试验对应力回声的阴性预测值进行可行myocard的实体器官transplantionP249The检测患者的观察对比研究鎓通过多巴酚丁胺斑点跟踪超声心动图在患者的心脏衰竭锻炼期间冠状动脉diseaseP250VO2压扁：证据为一个组合的低心输出量和低效率的O2 extractionP251在心脏衰竭患者运动超声心动图中肺泡 - 毛细血管屏障的动态评估具有降低的喷射对心脏功能的运动锻炼的运动负荷超声过程中患者fractionP252The影响2型糖尿病患者和表面健康受试者的群体在心血管riskP254Difference在功能性二尖瓣返流的semisupine测力计和手柄之间的变化舒张dysfunctionP253Age相关的最大运动O2提取差异环大小的exerciseP255Correlation由回波2D评估，3d和多排的患者正在接受经导管主动脉瓣implantationP256Mitral环动力学计算机断层：从正常到广泛mixomatous疾病三dimensi Onal地区食道studyP257Left心耳闭合：视在左心室功能，质量和（UN）捻基于导管的肾去神经支配的55 casesP258Effect的在外周血单核细胞和左侧的微小RNA基因表达的二维散斑跟踪echocardiographyP259Associations回波点心室全球纵向应变峰值在原发性高血压患者

On researching activity tracking to support learning: a retrospective

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