Patients randomized to this study arm will receive the generic letter to inform them that they are at risk for T2D and that they are not up to date on screening. The letter also informs them that a screening test has been ordered, and requests that they complete testing at their clinic lab. The letter is signed by the patient's primary care provider and sent in both English and Spanish. This letter was previously developed and has been in use by the Parkland Diabetes Detection Program.

Patients randomized to this study arm will receive the tailored letter, which uses messaging developed collaboratively by patients and clinical stakeholders under a prior NIH-funded research study (STU 2021-0743), in addition to available EHR data, to inform patients that they are at risk for Type 2 Diabetes based on specific clinical characteristics and that they are not up to date on screening. The letter also informs them that a screening test has been ordered, and requests that they fast and complete testing at their clinic lab within 60 days. Fasting instructions will specify nothing to eat or drink except water for at least 8 hours. The letter will be signed electronically by the patient's primary care provider and sent in both English and Spanish.

Patients randomized to this study arm will receive opportunistic screening based on routine clinical activities. Patients will be assigned a study number for tracking purposes, but no intervention activities via the Parkland Dysglycemia Detection Program will occur for this study arm.

The PDDP is designed to supplement and close screening gaps that persist despite opportunistic screening. Program staff order diabetes screening tests for randomized patients, then mail screening invitation letters to inform patients that they are at risk for diabetes. The letter informs them that a screening test has been ordered, and requests that they complete testing at their clinic lab. Patients who were mailed the letter but have not completed screening after 30 days are tracked and are send a second "reminder" invitation. Patients randomized to the targeted-tailored intervention study arm receive an additional phone call after 30 days.

Invitation efficacy will be assessed by comparing the proportion of patients completing HgA1c or Fasting Blood Glucose screening tests at Day 60 in the targeted-tailored invitation intervention compared to the generic invitation intervention.

Program effectiveness will be assessed by comparing the proportion of patients completing HgA1c or Fasting Blood Glucose screening tests at Day 365 across intervention and control arms.

Direct costs of diabetes screening compared across study arms

Cost effectiveness will be assessed by comparing the costs per patient screened across study arms

Cost effectiveness will be assessed by comparing the costs per case found across study arms