PRODUCT
Cognoa
The Cognoa for Childhood Development app provides a clinically validated assessment to screen for children's risk of developmental delay and autism. It can be used to expedite a diagnosis from clinicians. It also includes personalized activities parents can do with their child, based on their unique strengths and areas for improvement.
Studies on the efficacy of Cognoa
PAPERS
Machine Learning Approach for Early Detection of Autism by Combining Questionnaire and Home Video Screening
PAPERS
Mobile Detection of Autism Through Machine Learning on Home Video: A Development and Prospective Validation Study
BEHAVIOR
Health Risk Screening
PAPERS
Exploratory Study Examining the At-Home Feasibility of a Wearable Tool for Social-Affective Learning in Children With Autism
BEHAVIOR
Other
TACTICS
Education or Information, Self-Monitoring or Tracking, Feedback
How Cognoa changes Mental Health & Self-Care behaviors
TACTICS
Feedback
Feedback entails providing qualitative or quantitative information about a behavior's performance or consequences. Performative information might include data on how a person's current diet tracks with nutrition recommendations or how their home power consumption compares with nearby households.Feedback on outcomes may include information about relative cancer risk based on current lifestyle factors or calculated net worth in 20 years based on the person's current savings rate and investment returns.
PAPERS
Machine Learning Approach for Early Detection of Autism by Combining Questionnaire and Home Video Screening, Mobile Detection of Autism Through Machine Learning on Home Video: A Development and Prospective Validation Study, Exploratory Study Examining the At-Home Feasibility of a Wearable Tool for Social-Affective Learning in Children With Autism
TACTICS
Self-Monitoring or Tracking
Self-monitoring or tracking simply refers to a person measuring their behavior, experiences, cognition, or other data points over time.Often, merely tracking a behavior can influence the likelihood or frequency with which a person performs the behavior or related ones. For example, many pedometer studies increase walking activity merely by improving awareness, and many interventions that merely consist of rewarding someone for weighing themselves result in weight loss. Similarly, when cognitive behavioral therapy patients track which cues or environments are associated with undesired behaviors or thoughts, they may begin to avoid them.Unfortunately, people often find tracking behaviors tedious and lose interest after a short period, so behavior designers should seek to reduce the burden of self-monitoring by collecting information automatically or doing so in a low-effort way.
PAPERS
Machine Learning Approach for Early Detection of Autism by Combining Questionnaire and Home Video Screening, Mobile Detection of Autism Through Machine Learning on Home Video: A Development and Prospective Validation Study, Exploratory Study Examining the At-Home Feasibility of a Wearable Tool for Social-Affective Learning in Children With Autism
TACTICS
Education or Information
Education refers to empowering a person with more knowledge or training than they had previously. While providing information alone is often a suboptimal way to drive meaningful behavior change or long-term interventions, the right message at the right time can be a powerful part of a behavior change strategy.
PAPERS
Machine Learning Approach for Early Detection of Autism by Combining Questionnaire and Home Video Screening, Mobile Detection of Autism Through Machine Learning on Home Video: A Development and Prospective Validation Study, Exploratory Study Examining the At-Home Feasibility of a Wearable Tool for Social-Affective Learning in Children With Autism
TACTICS
Goal Setting
Goal setting simply refers to a person choosing a specific result to aim at achieving. This might include an outcome (e.g. a goal weight) or a behavior (e.g. exercise 90 minutes 3 times a week).
PAPERS
Machine Learning Approach for Early Detection of Autism by Combining Questionnaire and Home Video Screening, Mobile Detection of Autism Through Machine Learning on Home Video: A Development and Prospective Validation Study, Exploratory Study Examining the At-Home Feasibility of a Wearable Tool for Social-Affective Learning in Children With Autism
Cognoa changes these Mental Health & Self-Care behaviors
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