How to analyze Likert and other rating scale data

SE Harpe - Currents in pharmacy teaching and learning, 2015 - Elsevier
Rating scales and rubrics are commonly used measurement tools in educational contexts.
Unfortunately, there is a great deal of controversy surrounding how data derived from these …

Associations of number line estimation with mathematical competence: A meta‐analysis

M Schneider, S Merz, J Stricker, B De Smedt… - Child …, 2018 - Wiley Online Library
The number line estimation task is widely used to investigate mathematical learning and
development. The present meta‐analysis statistically synthesized the extensive evidence on …

Developmental change in numerical estimation.

EB Slusser, RT Santiago, HC Barth - Journal of Experimental …, 2013 - psycnet.apa.org
Mental representations of numerical magnitude are commonly thought to undergo
discontinuous change over development in the form of a “representational shift.” This idea …

Cognitive processes of numerical estimation in children

MH Ashcraft, AM Moore - Journal of experimental child psychology, 2012 - Elsevier
We tested children in Grades 1 to 5, as well as college students, on a number line estimation
task and examined latencies and errors to explore the cognitive processes involved in …

On the relation between the mental number line and arithmetic competencies

T Link, HC Nuerk, K Moeller - Quarterly Journal of …, 2014 - journals.sagepub.com
In this study, we aimed at investigating whether it is indeed the spatial magnitude
representation that links number line estimation performance to other basic numerical and …

[HTML][HTML] The strength and direction of the difficulty adaptation affect situational interest in game-based learning

A Koskinen, J McMullen, M Hannula-Sormunen… - Computers & …, 2023 - Elsevier
Research has shown that difficulty adaptation is a promising instructional technique in digital
game-based learning. Nevertheless, although the strength and direction of difficulty …

[HTML][HTML] Adults' number-line estimation strategies: Evidence from eye movements

JL Sullivan, BJ Juhasz, TJ Slattery, HC Barth - Psychonomic bulletin & …, 2011 - Springer
Although the development of number-line estimation ability is well documented, little is
known of the processes underlying successful estimators' mappings of numerical …

Children's cognitive representation of the mathematical number line

JN Rouder, DC Geary - Developmental Science, 2014 - Wiley Online Library
Learning of the mathematical number line has been hypothesized to be dependent on an
inherent sense of approximate quantity. Children's number line placements are predicted to …

Estimating large numbers

D Landy, N Silbert, A Goldin - Cognitive science, 2013 - Wiley Online Library
Despite their importance in public discourse, numbers in the range of 1 million to 1 trillion
are notoriously difficult to understand. We examine magnitude estimation by adult A …

Language in the prediction of arithmetics in kindergarten and grade 1

M Praet, D Titeca, A Ceulemans, A Desoete - Learning and Individual …, 2013 - Elsevier
A large body of evidence supports the central influence of counting in the development of
adequate arithmetic skills. Moreover a substantial amount of children with mathematical …