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Computational Application for Early Detection of Dyslexia in Pre-school Children Background Aim of overall project Aim of current phase Phonological Deficit Hypothesis
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The most commonly used tests in Ireland at present: The Dyslexia Screening Test (6.6 to 16.5 years) The Bangor Dyslexia Test (test not normed) Genetic Factor (Rack, 1999) Dyslexic Father Non- Dyslexic Father Dyslexic Mother Non- Dyslexic Mother Males0.4470.0500.3610.056 Females0.2060.0120.2070.015
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Developing the test Early/Intermediate/Late Consonants (Smit & Hand, 1997) 38 test items based on 19 phonemes Selecting words and images Pre-pilot the test – initial idea of validity and reliability Technical aspects
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Test Administration 8 pre-schools 104 children (+ 20 at pre-pilot stage) Age range: 33 to 69 months Locations: rural Wicklow to urban City Centre 20 questions per child Mean score: 11.89; Mode: 11
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Test Analysis
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Point-Biserial Test An item analysis test Establishes a correlation between a right/wrong score a child receives in a given item and the total score that a child gets in the overall test Ranges from +1 to –1 Varma: Point Biserial of at least.15
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Test Analysis contd. Low Point-Biserial Scores Removed:
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Cronbach’s α A split-half measure of the reliability of the test items Cronbach's Alpha Number of Items.830 17
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Early/Intermediate/Late Consonants Developmental Sequence as recognised by Smit&Hand (1997) Early Consonants: Mean = 32 Intermediate Consonants: Mean = 33.8 Late Consonants: Mean = 32.58 No significant difference between groups
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Location A 8.6763.670 Location B 11.0094.031 Location C 8.67123.312 Location D 8.83123.950 Location E 6.64142.706 Location F 10.07284.472 Location G 13.07142.999 Location H 7.6793.317 LocationMeanN Std. Deviation Total 9.501044.063 Significant variation in scores Parental interest? Phonological training? Age variation? Location
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Age-Sensitive Test Mean Score Standard Deviation Group 18.05 3.268 Group 211.90 3.919 Group 312.35 4.499 Group 413.30 3.975 Group 513.54 3.833
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Achievement 30 ‘good items’ in terms of reliability Discriminates between children on their success at a phoneme-based test Age sensitive Correct pitch – format of test
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Futher Development Further pilot-test – More care in getting a representative sample – Try on a group who are known to have dyslexia Further statistical analysis – Z-scores – Multiple Regression
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