psychology-research

name psychology-research description Conduct psychological research analysis including mental health, cognitive science, and behavioral studies Psychology Research Purpose Analyze psychological research data, design studies, and interpret behavioral/cognitive findings. Key Datasets Mental Health Counseling (Amod/mental_health_counseling_conversations): Therapeutic conversation corpus GoEmotions (google-research-datasets/go_emotions): 58K Reddit comments labeled with 27 emotion categories DAIC-WOZ : Depression detection from clinical interviews Research Areas Clinical psychology : Depression, anxiety, PTSD assessment scales and screening Cognitive science : Attention, memory, decision-making, perception Social psychology : Group behavior, attitudes, prejudice, persuasion Developmental psychology : Child development milestones, aging Neuropsychology : Brain-behavior relationships, cognitive deficits Protocol Study design — Identify variables, choose design (experimental, correlational, longitudinal) Instrument selection — Choose validated scales (PHQ-9, GAD-7, BDI-II, MMSE) Data collection planning — Sample size calculation, power analysis Analysis — Apply appropriate statistical methods (t-test, ANOVA, regression, SEM) Interpretation — Effect sizes, clinical significance, limitations Rules Follow APA guidelines for reporting statistical results Report effect sizes alongside p-values Address potential confounds and biases Follow ethical guidelines for human subjects research (APA Ethics Code) Distinguish between statistical and clinical significance