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Skills underlying mathematics: Working memory capacity in mathematics and humanities students 2012-2015
Creator
Hubber, P, University of Nottingham
Cragg, L, University of Nottingham
Gilmore, C, Loughborough University
Study number / PID
853335 (UKDA)
10.5255/UKDA-SN-853335 (DOI)
Data access
Open
Series
Not available
Abstract
This data collection contains data from three experiments with 156 undergraduate students of mathematics and humanities. The data collection includes standardised assessments of mathematics, the calculation subtest from the Woodcock-Johnson III Tests of Achievement, verbal and experimental measures of verbal and visuospatial working memory, and a self-report scale of mathematics anxiety for the whole sample, as well as standardised measures of spatial ability (Revised Vandenberg & Kuse Mental Rotations Test: MRT-A) and experimental measures of visuo-spatial short-term memory and endogenous spatial attention for sub-groups of the sample.
These data underpin the following paper: Hubber, P. J., Gilmore, C., & Cragg, L. (submitted). Mathematics students demonstrate superior visuo-spatial working memory to humanities students under conditions of low central executive processing load.
A high proportion of children and adults struggle with learning and doing maths. To help them we need to have a clear understanding of the processes involved in mathematics. There are lots of different skills involved in successful maths performance including maths specific knowledge such as knowledge of facts, procedures, and concepts as well as other more general skills. These include holding and manipulating information in mind (working memory), flexible thinking (shifting), and focusing on relevant information and ignoring distractions (inhibition). These skills are often termed 'executive function' skills and are thought to be particularly important for learning maths. To date, this basic understanding of the importance of executive function skills has not been exploited in the classroom because our understanding is not detailed enough. This project will explore the relationship between maths and executive function skills in greater depth using a variety of different research methods. This research will reveal the ways in which executive function skills are involved in learning...
Terminology used is generally based on DDI controlled vocabularies: Time Method, Analysis Unit, Sampling Procedure and Mode of Collection, available at CESSDA Vocabulary Service.
Methodology
Data collection period
01/01/2012 - 31/08/2015
Country
United Kingdom
Time dimension
Not available
Analysis unit
Individual
Universe
Not available
Sampling procedure
Not available
Kind of data
Numeric
Data collection mode
This study used an empirical, experimental data collection method. The samples were recruited from undergraduate students. The mathematics students groups comprised students studying for a Mathematics or Economics degree. The humanities students group comprised students studying for a English, History, Philosophy or Sociology degree who were not studying mathematics modules at University and who had not studied mathematics at A level (Experiments 2 and 3). Participants were assessed individually at the university and completed a battery of mathematics and working memory tasks. All of the experimental tasks were programmed using PsychoPy software (www.psychopy.org). Further details about the tasks used and measures taken can be found in the task description and read me documents.
Funding information
Grant number
ES/I037474/1
Access
Publisher
UK Data Service
Publication year
2018
Terms of data access
The Data Collection is available to any user without the requirement for registration for download/access.