Application programs for psychology research scenarios
The implementation steps are organized into three levels:
- system configuration layer::
Psychology and InnerThought must be enabled in system_prompt, example configuration:system_prompt = "...对话主题 - Psychology: Enable..." - Research and design layer::
A controlled experimental design is recommended, with one group using a standard dialog and the other group activating a psychological model to compare the effects of the intervention - Data Analysis Layer::
The following key metrics are captured:
- Emotional lexical density
- Frequency of cognitive restructuring
- Recommended relevance of the book list
Typical application scenarios:
- Mental Health Screening: Detecting Abnormal Mental States with Standardized SCL-90 Questions
- Evaluation of counseling effectiveness: analyzing the change of positive and negative affective curves in the course of a conversation
- Experiments in educational psychology: examining the effects of different guidance styles on motivation to learn
Caveats:Ethical review is required and results should be interpreted in conjunction with a professional.
This answer comes from the articleEduChat: Open Source Education Dialogue ModelThe
May not be reproduced without permission:AI productivity tools " How to effectively integrate EduChat's Psychology Conversations feature in an educational research project?
