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An App for Identifying Children at Risk for Developmental Problems Using Multidimensional Computerized Adaptive

Chen-Fang Hsu1, Tsair-Wei Chien2, Julie Chi Chow1,3

  • 1Department of Pediatrics, Chi Mei Medical Center, Chi Mei Medical Groups, Tainan, Taiwan.

JMIR Pediatrics and Parenting
|April 17, 2020
PubMed
Summary
This summary is machine-generated.

This study developed a mobile app using multidomain computer adaptive testing (MCAT) for early toddler development screening. The MCAT app is more efficient and precise than traditional methods, aiding early identification of developmental delays.

Keywords:
computer adaptive testingdevelopmental delaymobile phonemultidimensionalscreening

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Area of Science:

  • Pediatric developmental screening
  • Health technology assessment
  • Child development research

Background:

  • Multidomain developmental screening tools are crucial for identifying at-risk children.
  • A specialized multidimensional computer adaptive testing (MCAT) tool for this purpose has been lacking.

Purpose of the Study:

  • To develop a mobile application utilizing MCAT and the Multidimensional Screening in Child Development (MuSiC) tool for toddlers.
  • To enable earlier identification of developmental problems by patients, families, and clinicians.

Main Methods:

  • Utilized 75 item parameters from the MuSiC item bank for children aged 1-3 years.
  • Simulated 1000 person measures to compare MCAT efficiency and precision against nonadaptive testing (NAT) across five developmental domains.
  • Developed a web-based assessment application.

Main Results:

  • MCAT demonstrated significantly higher precision and efficiency compared to NAT.
  • Achieved a 46.67% reduction in item length with MCAT, allowing for measurement differences under 5%.
  • MCAT required significantly fewer items without compromising measurement precision across all five domains.

Conclusions:

  • Developing a parent-accessible mobile application for online screening and prediction of developmental delays in toddlers is feasible and beneficial.
  • This app can be easily implemented on personal devices like computers, tablets, or mobile phones.
  • Early detection of developmental delays through user-friendly technology is a valuable strategy.