Uncertainty representation in visualizations of learning analytics for learners: Current approaches and opportunities

CD Epp, S Bull - IEEE Transactions on Learning Technologies, 2015 - ieeexplore.ieee.org
Adding uncertainty information to visualizations is becoming increasingly common across
domains since its addition helps ensure that informed decisions are made. This work has …

Non-expert interpretations of hurricane forecast uncertainty visualizations

IT Ruginski, AP Boone, LM Padilla, L Liu… - Spatial Cognition & …, 2016 - Taylor & Francis
Uncertainty represented in visualizations is often ignored or misunderstood by the non-
expert user. The National Hurricane Center displays hurricane forecasts using a track …

[PDF][PDF] Advances in cognitive science and information visualization

M Hegarty - Score reporting research and applications, 2018 - library.oapen.org
20• Mary Hegarty are metaphorical in that they represent entities that do not have spatial
extent or visible properties (eg, when an organization chart shows the hierarchy of positions …

Keeping your audience in mind: Applying audience analysis to the design of interactive score reports

JD Zapata-Rivera, IR Katz - Assessment in Education: Principles …, 2014 - Taylor & Francis
Score reports have one or more intended audiences: the people who use the reports to
make decisions about test takers, including teachers, administrators, parents and test takers …

Examining the assessment literacy required for interpreting score reports: A focus on educators of K–12 English learners

AA Kim, M Chapman, A Kondo… - Language Testing, 2020 - journals.sagepub.com
This study investigated the assessment literacy required for K–12 educators to interpret
score reports from a K–12 English language proficiency assessment. The assessment in …

Open student modeling research and its connections to educational assessment

D Zapata-Rivera - International Journal of Artificial Intelligence in …, 2021 - Springer
Research in the area of Open Student Models (OSMs) has shown that external
representations of the student model can be used to facilitate educational processes such as …

Effects of digital score reporting and feedback on students' learning in higher education

O Bulut, M Cutumisu, AM Aquilina, D Singh - Frontiers in Education, 2019 - frontiersin.org
Personalized feedback generated via digital score reports is essential in higher education
due to the important role of feedback in teaching and learning as well as in improving …

Tools of the trade: a look at educators' use of assessment systems

EN Farley-Ripple, A Jennings… - School Effectiveness and …, 2021 - Taylor & Francis
Test-based accountability policy in the US has resulted in increased availability and use of
assessment systems to support instructional decision making. Though limited, literature to …

The influence of different graphical displays on nonexpert decision making under uncertainty.

LM Padilla, G Hansen, IT Ruginski… - Journal of …, 2015 - psycnet.apa.org
Understanding how people interpret and use visually presented uncertainty data is an
important yet seldom studied aspect of data visualization applications. Current approaches …

Exploring the effectiveness of a measurement error tutorial in helping teachers understand score report results

D Zapata-Rivera, R Zwick, M Vezzu - Educational Assessment, 2016 - Taylor & Francis
The goal of this study was to explore the effectiveness of a short web-based tutorial in
helping teachers to better understand the portrayal of measurement error in test score …