“…As well as the type of OAD prescribed, the previous literature has described other factors associated with insulin initiation. These include patient demographics, such as younger age [8][9][10][11][12][13], lower income [13] and non-Hispanic race/ethnicity [9], as well as higher glycated haemoglobin (HbA1c) [8][9][10][11][12][13][14][15], fasting plasma glucose [11], serum creatinine [14], duration of T2DM [9,13] and presence of comorbidities and diabetesrelated complications, including depression, lipid disorders, micro-and macrovascular complications and overall chronic disease score [4,7,9,11,13]. Patients who are treated with higher doses of OADs [16], initiate with more than one agent [13], have greater concomitant medication use [11,16], and who have a history of hospitalization are also at increased risk [16].…”