Showing posts with label Research Procedures. Show all posts
Showing posts with label Research Procedures. Show all posts

 



"Willy-nilly... existing autism research findings, and the resultant therapies and educational strategies, have been applied across the board to all autistics.

Unfortunately, a lack of success in therapies not suited for you in the first place, leads to negative downstream impacts such as being placed in low expectations classrooms, the closure of opportunities, and less than positive lifetime outcomes."
-Hari Srinivasan, Time


Simultaneity Window

[Concepts in Sensorimotor Research]

Simultaneity Window (SW) refers to a temporal window within which the brain perceives stimuli from different sensory modalities as occurring simultaneously. It represents the temporal range over which the brain integrates sensory inputs from different modalities into a coherent percept.

If stimuli from different modalities fall within the SW, they are likely to be perceptually integrated, whereas if they fall outside the SW, they may be perceived as separate events.

Commonly used research tasks to measure SW
  • Temporal Order Judgment (TOJ): participants are presented with 2 stimuli, one in each sensory modality (e.g., a flash of light and a beep), and they have to determine the order in which the stimuli occurred.
  • Simultaneity Judgment (SJ): Participants are presented with 2 stimuli, from different modalities, and they have to judge whether the stimuli were perceived as simultaneous or not.
  • Temporal Alignment Task: Participants are presented with a stimulus in one modality and have to adjust the timing of a stimulus in the other modality until it is perceived as synchronous with the first stimulus. This helps in determining the temporal window of integration.
  • Temporal Recalibration Task: Participants are exposed to a consistent asynchrony between stimuli from different modalities over a period of time. Following this exposure, their perception of simultaneity is tested to see if it has been recalibrated.
The perception of simultaneity can vary across individuals and is influenced by various factors such as attention, age, disability, the specific sensory modalities involved, and distance of stimuli (as determined by, say the PPS).

Psychophysics and Autism

The field of psychophysics explores how humans perceive and interpret sensory information, including vision, hearing, touch, taste, and smell. It investigates how changes in physical stimuli result in changes in perception, allowing researchers to measure and quantify the relationships between physical stimuli and perceptual experiences.

Psychophysical experiments often involve participants making judgments or providing responses to stimuli under controlled conditions. These experiments use psychophysical techniques to measure and analyze perceptual thresholds, discrimination abilities, response biases, and other aspects of sensory perception.

Some common psychophysical methods and measures include:
  • Threshold determination: Identifying the minimum or maximum level of a stimulus that can be detected or discriminated.
  • Scaling: Estimating subjective perceptions using rating scales or magnitude estimation.
  • Difference thresholds: Assessing the smallest detectable difference between two stimuli.
  • Response time measures: Examining the speed of processing or decision-making in response to stimuli.

Psychophysics has contributed to our understanding of sensory perception, including concepts such as Weber's Law, Stevens' Power Law, and Fechner's Law. It has applications in various fields, such as vision science, auditory perception, psychopharmacology, and the study of human factors in design and technology.

Use of Psychophysics in  Autism Research
  • Sensory processing differences at various levels, such as visual, auditory, and tactile domains. Researchers have utilized psychophysical methods to measure thresholds, discrimination abilities, and response biases related to sensory perception. This helps in identifying specific sensory sensitivities, hypo- or hyper responsiveness, and atypical processing patterns in individuals with autism
  • Perceptual integration and binding of perceptual features, such as color, motion, or shape, in autistics. By examining how autistics perceive and integrate different sensory information, researchers gain insights into potential difficulties in integrating and perceiving coherent perceptual representations.
  • Face and emotion perception studies investigate perceptual thresholds, discrimination abilities, and biases related to facial features, expressions, and emotional cues. They can provide insights into the specific challenges  in perceiving and interpreting social cues.
  • Multisensory processing: Psychophysics has been utilized to explore how autistics integrate information from multiple sensory modalities. By measuring sensory integration and cross-modal processing abilities, researchers gain a better understanding of how individuals combine information from different sensory channels, which can contribute to their overall perceptual experiences.










Review v Meta Analysis

I continue to learn....as I navigate grad school

Review vs Meta-Analysis
A review paper /literature review, provides a comprehensive overview and evaluation of existing research on a particular topic. It involves gathering information from multiple sources, such as research articles, books, and other relevant publications, and synthesizing the findings to summarize the current state of knowledge on the topic. Review papers typically do not involve statistical analysis or original data collection.

A meta-analysis is a specific type of research synthesis that involves combining and analyzing quantitative data from multiple studies to generate more robust conclusions. Researchers identify relevant studies, extract relevant data from each study, and statistically analyze the combined data to derive overall effect sizes or estimates of the relationship between variables. Meta-analyses often include a systematic review of the literature as a first step to identify relevant studies for inclusion.