Yes, in your case the most probable cause is psychological. Dont worry it can be treated easily with proper counseling, techniques and if required very less medication.
Next Steps
Consult a psychiatrist nearby or online so that thorough evaluation is done and accordingly treatment can be finalized.
Health Tips
Happy to help you.