Global ETD Search

21	Improving Students’ Study Practices Through the Principled Design of Research Probes Aleahmad, Turadg 07 May 2012 (has links) A key challenge of the learning sciences is moving research results into practice. Educators on the front lines perceive little value in the outputs of education research and demand more “usable knowledge”. This work explores the potential instead of usable artifacts to translate knowledge into practice, adding scientists as stakeholders in an interaction design process. The contributions are two effective systems, the scientific and contextual principles in their design, and a research model for scientific research through interaction design. College student study practices are the domain chosen for the development of these methods. Iterative ethnographic fieldwork identified two systems that would be likely to advance both learning in practice and knowledge for applying the employed theories in general. Nudge was designed to improve students’ study time management by regularly emailing students with explicit recommended study activities. It reconceptualizes the syllabus into an interactive guide that fits into modern students' attention streams. Examplify was designed to improve how students learn from worked example problems by modularizing them into steps and scaffolding their metacognitive behaviors though problem-solving and self-explanation prompts. It combines these techniques in a way that is exceedingly easy to author, using existing answer keys and students' self-evaluations. Nudge and Examplify were evaluated experimentally over a full semester of a lecture-based introductory chemistry course. Nudge messages increased students’ sense of achievement and interacted with students’ existing time management skills to improve exam grades for poorer students. Among students who could choose whether to receive them, 80% did. Students with access to Examplify had higher exam scores (d=0.26), especially on delayed measures of learning (d=0.40). A key design decision in Examplify was not clearly resolvable by existing theory and so was tested experimentally by comparing two variants, one without prompts to solve the steps. The variant without problem solving was less effective (d=0.77) and less used, while usage rates of the variant with problem solving increased over time. These results support the use of the design methods employed and provide specific empirical recommendations for future designs of these and similar systems for implementing theory in practice. Research through design design-based research learning sciences usable knowledge procrastination time management achievement goals metacognition testing effect cognitive load theory worked examples prompted self-explanation operant probe in vivo experimentation educational technology. Graphics and Human Computer Interfaces
22	Test-Enhanced Learning, Working Memory, and Difficulty of Material Nordstrand, Dennis January 2018 (has links) It is well established that repeated testing is more beneficial for durable learning than repeated studying of the same material, a phenomenon known as the testing effect. This study sought to investigate the role of working memory capacity (WMC) in relation to the learning process and the difficulty of the material to be learned when using a test-enhanced learning method. As between subject manipulation, participants (n = 99, M = 25.62 years of age) were divided into two groups, one using repeated studying and one using alternated testing and studying. A material of two difficulty levels, as well as immediate and delayed retention tests, was used in each condition as within subject manipulation. Further, an n-back task was used to measure WMC. Results from mixed model ANOVAs showed no significant impact of WMC on either the learning process or retention in relation to the difficulty of the material. The testing condition performed significantly higher than the studying condition on the retention tests. The testing effect is further cemented as a promising method for practical application in the educational sector regardless of both WMC and difficulty level. / Det är väl etablerat att upprepad testning är mer fördelaktigt för hållbar inlärning än upprepad instudering av samma material, ett fenomen känt som testeffekten. Denna studie ämnade undersöka arbetsminnets roll i relation till inlärningsprocessen och svårighetsgrad av material med testbaserat lärande som metod. Som mellangruppsmanipulation delades deltagare (n = 99, M = 25.62 år gamla) in i två grupper, en som upprepade gånger studerade materialet och en som alternerade studerande med tester. Ett material med två svårighetsgrader och ett direkt samt fördröjda retentionstester användes som inomgruppsmanipulation. Vidare användes ett n-backtest som mått på arbetsminneskapacitet. Resultat visade ingen signifikant inverkan av arbetsminne på varken inlärningsprocessen eller retention i relation till svårighetsgrad av material. Testbetingelsen presterade signifikant högre på retentionstest än studiebetingelsen. Testeffekten fastställs ytterligare som lovande metodik för praktisk applikation i utbildningssektorn oberoende av både arbetsminneskapacitet och svårighetsgrad. working memory working memory capacity test-enhanced learning testing effect practice testing retrieval practice retrieval effort desirable difficulty n-back complex span simple span arbetsminne arbetsminneskapacitet testeffekten testbaserat lärande svårighetsgrad
23	Task-based Embedded Assessment of Functional Abilities for Aging in Place Lee, Matthew L. 01 August 2012 (has links) Many older adults desire to maintain their quality of life by living and aging independently in their own homes. However, it is difficult for older adults to notice and track the subtle changes in their own abilities because these abilities can change gradually over a long period of time. Technology in the form of ubiquitous sensors embedded in objects in the home can play a role in keeping track of the functional abilities of individuals unobtrusively, objectively, and continuously over a long period of time. This work introduces a sensing technique called “task-based embedded assessment” that monitors how well specific tasks important for independence are carried out using everyday objects found in the home with which individuals regularly interact. Following formative studies on the information needs of older adults and their caregivers, a sensing system called “dwellSense” that can monitor, assess, and provide feedback about how well individuals complete tasks, such as taking medications, using the phone, and making coffee, was designed, built, and evaluated. Multiple longterm (over 10 months) field deployments of dwellSense were used to investigate how the data collected from the system could support greater self-awareness of abilities and intentions to improve in task performance. Presenting and reflecting on data from ubiquitous sensing systems such as dwellSense is challenging because it is both highly dimensional as well as large in volume, particularly if it is collected over a long period of time. Thus, this work also investigates the time dimension of reflection and has identified that real-time feedback is particularly useful for supporting behavior change, and longer-term trended feedback is useful for greater awareness of abilities. Traditional forms of assessing the functional abilities of individuals tend to be either biased, lacking ecological validity, infrequent, or expensive to conduct. An automated sensor-based approach for assessment is compared to traditional performance testing by a trained clinician and found to match well with clinician-generated ratings that are objective, frequent, and ecologically valid. The contributions from this thesis not only advance the state of the art for maintaining quality of life and care for older adults, but also provide the foundations for designing personal sensing systems that aim to assess an individual’s abilities and support behaviors through the feedback of objective, timely sensed information. Task-based embedded assessment dwellSense User Reflective Design Process sensors smart home sensemaking behavior change ubiquitous computing capture and access home monitoring older adults reflection self-awareness Instrumental Activities of Daily Living functional ability functional assessment aging in place testing effect medication adherence ratings of ability field study case study information needs feedback real-time feedback long-term feedback tablet display wellness embedded assessment health monitoring self-report performance testing automated assessment sensor-based assessment caregiver doctor early diagnosis task performance telephone use coffee making and goal setting.

Page generated in 0.0992 seconds