Diagnosis of hemoglobinopathies in neonates typically involves newborn screening, which is a blood test conducted shortly after birth. This test can detect abnormal hemoglobin variants. Further diagnostic tests, such as hemoglobin electrophoresis and genetic testing, may be conducted to confirm the type of hemoglobinopathy and its severity.