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Project Ideas for Bachelor of Science in Psychology

Employ advanced quantitative and biological methods to decode behavior.

🏛 Introduction

The UNC Psychology BS emphasizes neuroscience, data science, and experimental design. Students program behavioral tasks in Python, analyze fMRI datasets on the UNC Longleaf cluster, and publish with faculty in journals such as *NeuroImage* and *Journal of Experimental Psychology*. Cross-disciplinary electives in AI, genetics, and biomedical engineering prepare graduates for PhD, MD, and tech-industry roles where human-data fluency is paramount.

💡 Suggested Project Titles

EEG study on error-related negativity during esports competitions

R package benchmarking mixed-effects models for longitudinal data

CRISPR mouse model investigating serotonin transporter variants

Reinforcement-learning simulation of habit formation

fMRI decoding of mind-wandering versus focused attention

High-density EMG analysis of facial micro-expressions

Predictive model of relapse risk in opioid recovery programs

VR-based spatial-memory maze linked to hippocampal volume

Open-science workflow for preregistered replication studies

White paper on biometric data privacy in consumer neurotech

Tensor-flow CNN classifying sleep stages from raw EEG

Grant proposal for community neuroimaging outreach trailers

Meta-analysis of pupil dilation as cognitive-effort marker

Hackathon building mental-health chatbots using LLMs

Workshop on Bayesian statistics for behavioral scientists

Poster on gender diversity trends in cognitive neuroscience authorship

Policy brief on genetic data use in insurance underwriting

UNC-Chapel Hill – BS in Psychology

Leverage biology and big data to unravel the mechanisms of mind.

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