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In low- and middle-income countries (LMICs), about 60% of deaths occur outside hospitals, often determined by non-medical, untrained personnel without validated verbal autopsy methods, leading to unreliable data. This inaccuracy causes misallocation of health resources, as it becomes challenging to identify and address the most pressing health issues. For example, misclassified causes of death can divert efforts from critical health problems to less urgent ones, undermining the effectiveness of health interventions and programs, such as those targeting maternal mortality​ (BioMed Central)​​ (Oxford Academic)​​ (BioMed Central)​. Additionally, poor-quality data affects epidemiological studies and health policy formulation, decreasing the credibility of health statistics needed for tracking progress towards health goals and informing global health initiatives​ (Oxford Academic)​​ (SpringerLink)​. Improving death registration systems, training personnel, and using validated methods like verbal autopsies are essential steps to enhance data reliability, leading to better health outcomes through informed decision-making and resource allocation.

Natural Causes

Cardiovascular Diseases

Heart Attack (Myocardial Infarction), Stroke (Cerebrovascular Accident), Heart Failure, Arrhythmias (Irregular Heartbeat), Hypertensive Heart Disease, Aneurysms

Respiratory Diseases

Chronic Obstructive Pulmonary Disease (COPD), Pneumonia, Asthma, Pulmonary Embolism, Tuberculosis

Cancer

Breast Cancer, Prostate Cancer, Colorectal Cancer
Pancreatic Cancer, Leukemia

Infectious Diseases

HIV/AIDS, Sepsis, Influenza, Hepatitis, Malaria

Neurological Disorders

Alzheimer’s Disease, Parkinson’s Disease, Epilepsy, Multiple Sclerosis, Amyotrophic Lateral Sclerosis (ALS)

Digestive Diseases

Cirrhosis, Liver Disease, Pancreatitis, Gastrointestinal Hemorrhage

Endocrine and Metabolic Disorders

Diabetes Mellitus, Thyroid Disorders, Addison’s Disease

Kidney Diseases

Chronic Kidney Disease, Acute Renal Failure, Nephritis

Hematologic Diseases

Anemia, Hemophilia, Leukopenia

Accidental Causes

Transportation Accidents

Car Accidents, Motorcycle Accidents, Airplane Crashes, Boat Accidents, Train Accidents

Falls

Slips and Falls, Falls from Heights

Drowning

Swimming Pool Drowning, Natural Water Body Drowning

Poisoning

Drug Overdose, Alcohol Poisoning, Chemical Exposure

Burns and Fire

House Fires, Industrial Fires, Scalding

Suffocation

Choking, Strangulation, Smothering

Electrocution

Electrical Accidents, Lightning Strikes

Natural Disasters

Earthquakes, Floods, Hurricanes, Tornadoes

Other Possible Causes

Homicide

Gunshot Wounds, Stabbings, Blunt Force Trauma, Strangulation, Poisoning, Arson

Suicide

Self-inflicted Gunshot Wounds, Hanging, Poisoning/Overdose, Jumping from Heights, Cutting, Drowning, Asphyxiation

Undetermined Causes

Unspecified Natural Causes, Unidentified Medical Conditions, Unknown Trauma or Injury

External Factors

Environmental factors: Heat Stroke, Hypothermia, Exposure to Toxic Substances

Occupational factors: Industrial Accidents, Exposure to Hazardous Materials