Quantifying tics: Best practices and design considerations for video-based tic coding in research
Megan DuBois1,2, Kerry Houlihan1,2, Brittany Raab1,2
1Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, USA.
Behavior Research Methods
|March 13, 2024
Summary
Video-based behavioral coding (VBBC) offers a reliable method for quantifying tics in tic disorders (TD). This paper outlines best practices for VBBC in TD research to improve rigor and reproducibility.
Area of Science:
- Neurology
- Behavioral Science
- Clinical Research Methodology
Background:
- Tic disorders (TD), including Tourette Syndrome, involve involuntary movements and vocalizations causing significant lifelong impairment.
- Current tic measurement relies on subjective questionnaires, lacking objectivity.
- Video-based behavioral coding (VBBC) provides a more objective method for quantifying tics, gaining popularity due to ease of video acquisition.
Purpose of the Study:
- To establish standardized "best practices" for VBBC in tic disorder research.
- To address limitations in rigor and reproducibility caused by unstandardized VBBC methods.
- To guide researchers in implementing reliable and reproducible VBBC for tic disorder assessment.
Main Methods:
- The paper details a comprehensive approach to VBBC in TD research, refined over 15+ years.
- Key considerations include data acquisition protocols, coding implementation strategies, and interrater reliability (IRR) assessment.
- Guidelines cover methods reporting and ethical considerations for VBBC studies.
Main Results:
- The proposed "best practices" enhance the reliability and reproducibility of VBBC in TD research.
- Standardized methods ensure consistent and objective tic quantification.
- The framework facilitates more rigorous scientific investigation of tic disorders.
Conclusions:
- Implementing standardized VBBC "best practices" is crucial for advancing tic disorder research.
- This approach improves the objectivity and reliability of tic measurement.
- Adherence to these guidelines will enhance the quality and impact of VBBC studies in TD.
More Related Videos
Related Concept Videos
Sampling Methods: Overview
A sample refers to a smaller subset representative of a larger population. In analytical chemistry, studying or analyzing an entire population is often impractical or impossible. Therefore, samples are used to draw inferences and generalize the whole population. The sampling method selects individuals or items from a population to create a sample. Standard sampling methods include random, judgemental, systematic, stratified, and cluster sampling.
In analytical chemistry, the choice of sampling...
In analytical chemistry, the choice of sampling...
Deconvolution
Deconvolution, also known as inverse filtering, is the process of extracting the impulse response from known input and output signals. This technique is vital in scenarios where the system's characteristics are unknown, and they must be inferred from the observable signals.
Deconvolution involves several mathematical techniques to derive the impulse response. One common approach is polynomial division. In this method, the input and output sequences are treated as coefficients of...
Deconvolution involves several mathematical techniques to derive the impulse response. One common approach is polynomial division. In this method, the input and output sequences are treated as coefficients of...
Upsampling
Managing signal sampling rates is essential in digital signal processing to maintain signal integrity. A decimated signal, characterized by a reduced frequency range due to its lower sampling rate, can be upsampled by inserting zeros between each sample. This upsampling process expands the original spectrum and introduces repeated spectral replicas at intervals dictated by the new Nyquist frequency. To refine this zero-inserted sequence, it is passed through a lowpass filter with a cutoff...
Properties of the z-Transform I
The z-transform is a fundamental tool in digital signal processing, enabling the analysis of discrete-time systems through its various properties. It is an invaluable tool for analyzing discrete-time systems, offering a range of properties that simplify complex signal manipulations. One fundamental property is linearity. For any two discrete-time signals, the z-transform of their linear combination equals the same linear combination of their individual z-transforms. This property is essential...
Encoding
Information enters the brain through encoding, which is the input of information into the memory system. Once sensory information is received from the environment, the brain labels or codes it. The information is then organized with similar information and connected to existing concepts. Encoding occurs through automatic processing and effortful processing.
Automatic processing involves the encoding of details like time, space, frequency, and the meaning of words, usually done without conscious...
Automatic processing involves the encoding of details like time, space, frequency, and the meaning of words, usually done without conscious...
Methods of Medium Optimization
Optimizing growth media enhances microbial proliferation and maximizes product yield. Statistical experimental design methodologies provide structured and reproducible approaches, offering progressively higher levels of robustness and efficiency.The One-Factor-at-a-Time (OFAT) MethodThe One-Factor-at-a-Time (OFAT) method involves adjusting a single variable while keeping all others constant. However, it cannot detect interactions between variables, often leading to suboptimal outcomes when...


