Misclassification due to age grouping in measures of child development. Issue 3 (19th August 2014)
- Record Type:
- Journal Article
- Title:
- Misclassification due to age grouping in measures of child development. Issue 3 (19th August 2014)
- Main Title:
- Misclassification due to age grouping in measures of child development
- Authors:
- Veldhuizen, Scott
Rodriguez, Christine
Wade, Terrance J
Cairney, John - Abstract:
- Abstract : Purpose: Screens for developmental delay generally provide a set of norms for different age groups. Development varies continuously with age, however, and applying a single criterion for an age range will inevitably produce misclassifications. In this report, we estimate the resulting error rate for one example: the cognitive subscale of the Bayley Scales of Infant and Toddler Development (BSID-III). Design: Data come from a general population sample of 594 children (305 male) aged 1 month to 42.5 months who received the BSID-III as part of a validation study. We used regression models to estimate the mean and variance of the cognitive subscale as a function of age. We then used these results to generate a dataset of one million simulated participants and compared their status before and after division into age groups. Finally, we applied broader age bands used in two other instruments and explored likely validity limitations when different instruments are compared. Results: When BSID-III age groups are used, 15% of cases are missed and 15% of apparent cases are false positives. Wider age groups produced error rates from 27% to 46%. Comparison of different age groups suggests that sensitivity in validation studies would be limited, under certain assumptions, to 70% or less. Implications: The use of age groups produces a large number of misclassifications. Although affected children will usually be close to the threshold, this may lead to misreferrals. Results mayAbstract : Purpose: Screens for developmental delay generally provide a set of norms for different age groups. Development varies continuously with age, however, and applying a single criterion for an age range will inevitably produce misclassifications. In this report, we estimate the resulting error rate for one example: the cognitive subscale of the Bayley Scales of Infant and Toddler Development (BSID-III). Design: Data come from a general population sample of 594 children (305 male) aged 1 month to 42.5 months who received the BSID-III as part of a validation study. We used regression models to estimate the mean and variance of the cognitive subscale as a function of age. We then used these results to generate a dataset of one million simulated participants and compared their status before and after division into age groups. Finally, we applied broader age bands used in two other instruments and explored likely validity limitations when different instruments are compared. Results: When BSID-III age groups are used, 15% of cases are missed and 15% of apparent cases are false positives. Wider age groups produced error rates from 27% to 46%. Comparison of different age groups suggests that sensitivity in validation studies would be limited, under certain assumptions, to 70% or less. Implications: The use of age groups produces a large number of misclassifications. Although affected children will usually be close to the threshold, this may lead to misreferrals. Results may help to explain the poor measured agreement of development screens. Scoring methods that treat child age as continuous would improve instrument accuracy. … (more)
- Is Part Of:
- Archives of disease in childhood. Volume 100:Issue 3(2015)
- Journal:
- Archives of disease in childhood
- Issue:
- Volume 100:Issue 3(2015)
- Issue Display:
- Volume 100, Issue 3 (2015)
- Year:
- 2015
- Volume:
- 100
- Issue:
- 3
- Issue Sort Value:
- 2015-0100-0003-0000
- Page Start:
- 220
- Page End:
- 224
- Publication Date:
- 2014-08-19
- Subjects:
- Screening -- Measurement -- Neurodevelopment
Children -- Diseases -- Periodicals
Infants -- Diseases -- Periodicals
618.920005 - Journal URLs:
- http://adc.bmjjournals.com/ ↗
http://www.bmj.com/archive ↗ - DOI:
- 10.1136/archdischild-2014-306548 ↗
- Languages:
- English
- ISSNs:
- 0003-9888
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 17995.xml