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Multimodal Protocol for Assessing Metacognition and Self-Regulation in Adults with Learning Difficulties

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Published on: September 27, 2020

A New Remote Guided Method for Supervised Web-Based Cognitive Testing to Ensure High-Quality Data: Development and

Victoria Leong^1,2,3, Kausar Raheel¹, Jia Yi Sim¹

¹Psychology, School of Social Sciences, Nanyang Technological University, Singapore, Singapore.

Journal of Medical Internet Research

|January 6, 2022

Summary

This summary is machine-generated.

Remote guided testing (RGT) offers a valid alternative to in-person cognitive assessments. This supervised online method ensures data quality is equivalent to lab-based studies, even outperforming them in some areas.

Keywords:

COVID-19 executive functions learning neurocognitive assessment web-based testing

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Last Updated: Oct 7, 2025

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Published on: July 27, 2018

Area of Science:

Cognitive Psychology
Neuropsychology
Human Factors

Background:

The COVID-19 pandemic necessitated a shift to digital research methods in psychology.
Online web-based testing emerged as a solution for large-scale cognitive data collection.
Concerns persist regarding the data quality and validity of online versus in-person studies.

Purpose of the Study:

To develop and validate a supervised online testing methodology called remote guided testing (RGT).
To compare the data quality and performance of RGT with traditional laboratory-based testing.

Main Methods:

85 healthy adults completed 10 cognitive tasks assessing executive functioning and learning.
Tasks were administered either face-to-face in a lab (n=41) or online via RGT (n=44).
Identical web-based platforms were used; data quality was assessed via trial-level and performance measures.

Main Results:

Remote guided testing data was statistically equivalent to in-person lab data across all quality and performance metrics (P>.40).
RGT participants showed higher verbal intelligence scores than the lab group (P<.001), potentially due to environmental factors like mask-wearing.

Conclusions:

The RGT methodology provides a reliable alternative for collecting high-quality cognitive data remotely.
RGT can address concerns about online data quality, especially for high-risk or rare populations.
This approach facilitates cognitive data collection without the need for physical attendance.