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DS Cognitive Task Performance Data
Data Science and Analytics
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About
All information necessary to replicate analyses from a manuscript focused on path learning in individuals with Down syndrome. It explores the application of the floor matrix task and examines the influence of visuo-spatial individual measures. The dataset is structured to support research into cognitive development and spatial reasoning abilities in this population.
Columns
- ID: A unique identifier for each participant.
- Group: Identifies the participant group, either typically developing (TD) or individuals with Down syndrome.
- Gender: Indicates the participant's gender (Male or Female).
- Age_months: Represents the chronological age of participants, expressed in months.
- Peabody: Scores from the Peabody Picture Vocabulary Test, a measure of receptive vocabulary.
- Raven: Scores from Raven's Coloured Progressive Matrices, assessing non-verbal reasoning ability.
- SAQ: The Everyday Spatial Activity Questionnaire score, reflecting daily spatial activity engagement.
- PMA-SR-K1: Scores from the Primary Mental Ability-K1 spatial task, evaluating spatial reasoning skills.
- GPT_total: Total scores from the Ghost Picture Test, a measure of visual memory.
- WM_matr_sequential: Scores from the sequential version of the Working Memory matrix task.
- WM_matr_simultaneous: Scores from the simultaneous version of the Working Memory matrix task.
- Floor Matrix Map: Scores obtained from the Floor Matrix task when performed in the map condition.
- Floor Matrix Obs: Scores obtained from the Floor Matrix task when performed in the observer condition.
- Counterbalancing floor matrix task: Indicates the order in which the Floor Matrix task conditions (observer vs. map) were administered (Map-Observ or Observ-Map).
Distribution
The dataset is provided as a CSV file, named "Dataset path learning floor matrix task.csv", with a file size of 3.25 kB. It comprises 14 columns and contains 60 records, with a minimal number of missing values across some variables.
Usage
This dataset is ideal for academic researchers, cognitive scientists, and developmental psychologists. It can be used to replicate the findings of the original manuscript and further investigate path learning, visuo-spatial abilities, and working memory functions in individuals with and without Down syndrome. Potential applications include quantitative analysis, statistical modelling, and comparative studies in neurodevelopmental conditions.
Coverage
The dataset focuses on individuals, including those with Down syndrome, covering a broad age range from approximately 5 to almost 18 years (62 to 215 months). Demographic details include gender distribution. Specific geographic or time range information for data collection is not detailed within the provided materials.
License
CC BY-SA 4.0
Who Can Use It
- Researchers: For replicating existing studies and conducting new analyses on path learning and visuo-spatial measures.
- Academics: As a resource for teaching and learning about cognitive development in Down syndrome.
- Cognitive Scientists: To explore the mechanisms of spatial navigation and working memory.
- Developmental Psychologists: To understand individual differences in cognitive abilities.
Dataset Name Suggestions
- Down Syndrome Path Learning & Visuo-Spatial Measures
- Floor Matrix Task: Down Syndrome Cognitive Data
- Visuo-Spatial Cognition in Down Syndrome
- Developmental Path Learning Dataset
- DS Cognitive Task Performance Data
Attributes
Original Data Source: DS Cognitive Task Performance Data
QUALITY