BENDI: Improving Cognitive Assessments in Toddlers and Children with Down Syndrome Using Stealth Assessment
Abstract
:1. Introduction
2. Materials and Methods
2.1. Participants
2.2. Testing Procedure
2.3. Instruments
2.3.1. Socio-Demographic Questionnaire
2.3.2. Test de Aprendizaje y Desarrollo Infantil (Learning and Development Test; TADI)
2.3.3. Battery for Neuropsychological Assessment in Intellectual Disability (Batería para la Evaluación Neuropsicológica en Discapacidad Intelectual-BENDI)
2.3.4. Questionnaire about Attentional Control and Inhibitory Behavior
2.3.5. Technology Use Survey
2.4. Statistical Analysis
3. Results
3.1. Evidence of Reliability
3.2. Evidence of Validity
4. Discussion
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Age Group | n | Age | Girls: Boys | Stimulation Duration (Months) |
---|---|---|---|---|
Mean (SD) | Mean (SD) | |||
≤5 years | 32 | 2.94 (1.46) | 13: 19 | 36.33 (18.41) |
6–7 years | 18 | 6.56 (0.51) | 7: 11 | 73.69 (23.99) |
8–9 years | 10 | 8.50 (0.53) | 6: 4 | 95.00 (28.08) |
≥10 years | 8 | 10.88 (0.84) | 5: 3 | 123.00 (33.75) |
Game | Description | Variables |
---|---|---|
Big Fly | This activity assesses visuospatial coordination via eye-hand coordination. Flies move across the screen, and the child must squash them with a finger. When the child touches the fly, there is a sound, and the fly is squashed. If the child touches the tablet but not the fly, the fly stops for a moment, and another sound is played. The game updates the difficulty level dynamically according to the child’s performance. It has two example items, two practice items, and a three-minute evaluation phase. |
|
Duno and the Worms | This test is based in the continuous performance test [60]. There is a monster (Duno) at the bottom of the screen, and apples fall from the top. Every time an apple falls, the child must touch the screen if a worm appears inside it. Every action has feedback; failure and success are represented in Duno’s face. The game includes 3 min for instructions and practices, and 3 min for the evaluation phase. |
|
Pop Pop Balloon | A traditional shifting attentional paradigm [74] was modified for this task. A balloon appears from the top, either on the left or the right of the screen, and the child has to pop it by touching it. Each change in the side on which the balloon appears forces an attentional shift. The game has two screens for instructions and practice and a 3 min evaluation phase. |
|
Firefly Hunt | A visual memory task where a nocturnal landscape is presented to the child; a firefly then appears, stays on screen for a short time, and then disappears. The child must touch the place where the firefly just appeared. The game has 3 example items, 6 practice items, and 20 evaluation items. |
|
Age Group | Dimension | Raw Score Mean (SD) | Raw Score Range | Standard Score Mean (SD) | Standard Score Range |
---|---|---|---|---|---|
≤5 years | Cognition | 19.8 (6.2) | 10–30 | 31.0 (7.1) | 23–48 |
Language | 21.4 (5.1) | 12–35 | 33.3 (10.8) | 23–57 | |
Motor | 20.4 (6.1) | 9–33 | 26.7 (5.7) | 23–42 | |
Socioemotional | 27.4 (5.2) | 19–40 | 33.8 (12.5) | 23–57 | |
6–7 years | Cognition | 28.9 (5.6) | 21–41 | 29.6 (1.6) | 29–34 |
Language | 30.1 (6.2) | 19–44 | 23.8 (3.3) | 23–37 | |
Motor | 31.8 (5.1) | 18–43 | 24.6 (5.2) | 23–45 | |
Socioemotional | 33.2 (4.3) | 25–40 | 23.2 (0.7) | 23–26 | |
8–9 years | Cognition | 35.1 (3.1) | 30–40 | 29.3 (0.9) | 29–32 |
Language | 36.3 (4.5) | 30–45 | 24.6 (5.1) | 23–39 | |
Motor | 35.0 (5.2) | 26–41 | 28.2 (6.6) | 23–39 | |
Socioemotional | 35.7 (4.1) | 29–42 | 24.2 (2.1) | 23–29 | |
≥10 years | Cognition | 38.9 (7.0) | 27–45 | 35.0 (5.3) | 29–42 |
Language | 38.9 (8.8) | 28–51 | 32.6 (10.7) | 23–53 | |
Motor | 39.6 (3.7) | 35–44 | 35.4 (10.6) | 23–49 | |
Socioemotional | 37.5 (7.5) | 26–47 | 27.0 (5.9) | 23–37 |
Measure | n | % Not Completed | % Floor | Mean | SD | Range | Skewness | Kurtosis |
---|---|---|---|---|---|---|---|---|
TADI | 68 | 0 | ||||||
Cognition | 0 | 26.68 | 9.19 | 0–45 | 0.13 | −0.79 | ||
Language | 0 | 27.93 | 8.87 | 0–51 | 0.46 | −0.38 | ||
Motor | 0 | 27.84 | 9.14 | 0–44 | −0.17 | −0.89 | ||
Socioemotional | 0 | 31.35 | 6.4 | 0–47 | 0.2 | −0.48 | ||
Big Fly | 62 | 8.80 | ||||||
Hits | 0 | 35.95 | 14.58 | 0–58 a | −0.46 | −0.86 | ||
Perfect Hits | 6.5 | 25.82 | 16.36 | 0–58 a | −0.16 | −1.11 | ||
Hits per Fly | 0 | 0.79 | 0.19 | 0–1 | −0.85 | −0.35 | ||
Hits per Touch | 0 | 0.54 | 0.28 | 0–1 | −0.23 | −1.13 | ||
Duno | 42 | 38.20 | ||||||
Touches | 11.9 | 10.29 | 15.58 | 0–92 a | 3.99 | 18.84 | ||
Correct Hits | 21.4 | 2.88 | 2.12 | 0–6 | −0.01 | −1.34 | ||
Commissions | 4.8 | 2.86 | 3.31 | 0–12 | 1.35 | 1.25 | ||
Impulsivity | n/a | 1.12 | 2.01 | 0–9 a | 2.85 | 8.4 | ||
Inattention | n/a | 0.21 | 0.17 | 0–0.5 a | 0.38 | −1.09 | ||
Firefly Hunt | 51 | 25.00 | ||||||
Hit Ratio | 0 | 0.6 | 0.29 | 0–1 | −0.44 | −0.8 | ||
Pop Pop Balloon | 57 | 16.20 | ||||||
Hit Ratio | 0 | 0.67 | 0.31 | 0–1 | −0.63 | −1.08 | ||
Shift Correct Ratio | 3.5 | 0.7 | 0.31 | 0–1 | −0.82 | −0.62 |
Big Fly | Pop Pop Balloon | Firefly Hunt | Duno | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Hits | Perfect Hits | Hits per Fly | Hits per Touch | Hit Ratio | Shifts Correct Ratio | Hit Ratio | Touches | Commissions | Impulsivity | Correct Hits | Inattention | |
Big Fly | ||||||||||||
Hits | 1 | 0.939 ** | 0.942 ** | 0.767 ** | 0.815 ** | 0.790 ** | 0.696 ** | −0.172 | −0.057 | −0.234 | 0.659 ** | −0.441 ** |
Perfect Hits | 0.939 ** | 1 | 0.882 ** | 0.887 ** | 0.794 ** | 0.769 ** | 0.763 ** | −0.152 | −0.01 | −0.223 | 0.659 ** | −0.445 ** |
Hits per Fly | 0.942 ** | 0.882 ** | 1 | 0.762 ** | 0.838 ** | 0.811 ** | 0.722 ** | −0.228 | −0.041 | −0.274 | 0.667 ** | −0.417 ** |
Hits per Touch | 0.767 ** | 0.887 ** | 0.762 ** | 1 | 0.736 ** | 0.730 ** | 0.691 ** | −0.178 | −0.041 | −0.208 | 0.513 ** | −0.297 |
Pop Pop Balloon | ||||||||||||
Hit Ratio | 0.815 ** | 0.794 ** | 0.838 ** | 0.736 ** | 1 | 0.974 ** | 0.677 ** | −0.033 | 0.096 | −0.064 | 0.591 ** | −0.458 ** |
Shifts Correct Ratio | 0.790 ** | 0.769 ** | 0.811 ** | 0.730 ** | 0.974 ** | 1 | 0.661 ** | −0.062 | 0.106 | −0.058 | 0.529 ** | −0.389 * |
Firefly Hunt | ||||||||||||
Hit Ratio | 0.696 ** | 0.763 ** | 0.722 ** | 0.691 ** | 0.677 ** | 0.661 ** | 1 | −0.137 | 0.011 | −0.171 | 0.594 ** | −0.362 * |
Duno | ||||||||||||
Touches | −0.172 | −0.152 | −0.228 | −0.178 | −0.033 | −0.062 | −0.137 | 1 | 0.742 ** | 0.877 ** | −0.184 | −0.439 ** |
Commissions | −0.057 | −0.01 | −0.041 | −0.041 | 0.096 | 0.106 | 0.011 | 0.742 ** | 1 | 0.870 ** | −0.128 | −0.344 * |
Impulsivity | −0.234 | −0.223 | −0.274 | −0.208 | −0.064 | −0.058 | −0.171 | 0.877 ** | 0.870 ** | 1 | −0.25 | −0.227 |
Correct Hits | 0.659 ** | 0.659 ** | 0.667 ** | 0.513 ** | 0.591 ** | 0.529 ** | 0.594 ** | −0.184 | −0.128 | −0.25 | 1 | −0.757 ** |
Inattention | −0.441 ** | −0.445 ** | −0.417 ** | −0.297 | −0.458 ** | −0.389 * | −0.362 * | −0.439 ** | −0.344 * | −0.227 | −0.757 ** | 1 |
Factor a | |||
---|---|---|---|
Measure | 1 | 2 | 3 |
Big Fly Hits | 0.957 | ||
Big Fly Perfect Hits | 0.944 | ||
Big Fly Hits per Fly | 0.936 | ||
Big Fly Hits per Touch | 0.836 | ||
Pop Pop Balloon Hit Ratio | 0.834 | ||
Pop Pop Balloon Shifts Correct Ratio | 0.820 | ||
Firefly Hunt Hit Ratio | 0.572 | ||
Duno Touches | 0.932 | ||
Duno Commissions | 0.753 | ||
Duno Impulsivity | 0.633 | ||
Duno Correct Hits | 0.334 | 0.911 | |
Duno Inattention | −0.425 | −0.865 |
TADI | ||||
---|---|---|---|---|
Cognition | Language | Motor | Socioemotional | |
Big Fly | ||||
Hits | 0.733 ** | 0.683 ** | 0.729 ** | 0.709 ** |
Perfect Hits | 0.771 ** | 0.729 ** | 0.737 ** | 0.731 ** |
Hits per Fly | 0.697 ** | 0.648 ** | 0.743 ** | 0.669 ** |
Hits per Touch | 0.651 ** | 0.634 ** | 0.639 ** | 0.654 ** |
Pop Pop Balloon | ||||
Hit Ratio | 0.637 ** | 0.644 ** | 0.685 ** | 0.636 ** |
Shifts Correct Ratio | 0.652 ** | 0.647 ** | 0.691 ** | 0.647 ** |
Firefly Hunt | ||||
Hit Ratio | 0.716 ** | 0.626 ** | 0.745 ** | 0.519 ** |
Duno | ||||
Touches | −0.254 | −0.215 | −0.257 | −0.185 |
Commissions | −0.026 | −0.061 | 0.036 | 0.022 |
Impulsivity | −0.201 | −0.198 | −0.072 | −0.119 |
Correct Hits | 0.475 ** | 0.478 ** | 0.502 ** | 0.469 ** |
Inattention | −0.200 | −0.226 | −0.269 | −0.257 |
F (1) | p | η2 | |
---|---|---|---|
Inhibitory Control | |||
Big Fly | |||
Hits | 3.130 | 0.095 | 0.155 |
Perfect Hits | 6.107 | <0.05 | 0.264 |
Hits per Fly | 2.005 | 0.175 | 0.105 |
Hits per Touch | 6.676 | <0.05 | 0.282 |
Pop Pop Balloon | |||
Hit Ratio | 5.568 | <0.05 | 0.271 |
Shifts Correct Ratio | 3.863 | 0.068 | 0.205 |
Firefly Hunt | |||
Hit Ratio | 0.656 | 0.432 | 0.045 |
Duno and the Worms | |||
Touches | 10.429 | <0.05 | 0.487 |
Commissions | 3.612 | 0.084 | 0.247 |
Impulsivity | 0.747 | 0.408 | 0.070 |
Correct Hits | 9.995 | <0.05 | 0.476 |
Inattention | 9.384 | <0.05 | 0.460 |
Attentional Control | |||
Big Fly | |||
Hits | 13.031 | <0.001 | 0.352 |
Perfect Hits | 12.100 | <0.05 | 0.335 |
Hits per Fly | 14.850 | <0.001 | 0.382 |
Hits per Touch | 10.755 | <0.05 | 0.309 |
Pop Pop Balloon | |||
Hit Ratio | 22.231 | <0.001 | 0.514 |
Shifts Correct Ratio | 17.360 | <0.001 | 0.453 |
Firefly Hunt | |||
Hit Ratio | 0.539 | 0.473 | 0.033 |
Duno and the Worm | |||
Touches | 2.405 | 0.140 | 0.131 |
Commissions | 0.463 | 0.506 | 0.028 |
Impulsivity | 0.075 | 0.789 | 0.005 |
Correct Hits | 21.230 | <0.001 | 0.570 |
Inattention | 2.281 | 0.150 | 0.125 |
Total | |||
Big Fly | |||
Hits | 7.369 | <0.05 | 0.290 |
Perfect Hits | 9.749 | <0.05 | 0.351 |
Hits per Fly | 5.422 | <0.05 | 0.231 |
Hits per Touch | 7.537 | <0.05 | 0.295 |
Pop Pop Balloon | |||
Hit Ratio | 9.341 | <0.05 | 0.384 |
Shifts Correct Ratio | 8.122 | <0.05 | 0.351 |
Firefly Hunt | |||
Hit Ratio | 0.423 | 0.528 | 0.034 |
Duno and the Worm | |||
Touches | 1.702 | 0.217 | 0.124 |
Commissions | 0.004 | 0.950 | 0.000 |
Impulsivity | 0.021 | 0.889 | 0.002 |
Correct Hits | 30.656 | <0.001 | 0.719 |
Inattention | 1.904 | 0.193 | 0.137 |
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Tenorio, M.; Arango, P.S.; Aparicio, A. BENDI: Improving Cognitive Assessments in Toddlers and Children with Down Syndrome Using Stealth Assessment. Children 2023, 10, 1923. https://doi.org/10.3390/children10121923
Tenorio M, Arango PS, Aparicio A. BENDI: Improving Cognitive Assessments in Toddlers and Children with Down Syndrome Using Stealth Assessment. Children. 2023; 10(12):1923. https://doi.org/10.3390/children10121923
Chicago/Turabian StyleTenorio, Marcela, Paulina S. Arango, and Andrés Aparicio. 2023. "BENDI: Improving Cognitive Assessments in Toddlers and Children with Down Syndrome Using Stealth Assessment" Children 10, no. 12: 1923. https://doi.org/10.3390/children10121923
APA StyleTenorio, M., Arango, P. S., & Aparicio, A. (2023). BENDI: Improving Cognitive Assessments in Toddlers and Children with Down Syndrome Using Stealth Assessment. Children, 10(12), 1923. https://doi.org/10.3390/children10121923