All hospitals found in the North Wollo and Waghimra zone were included in the study. The total sample size was proportionally allocated to the number of diabetic patients with diabetic ketoacidosis for cases and without diabetic ketoacidosis for controls in each hospital. Then, the study participants from each hospital were selected by a consecutive sampling technique.

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