Diabetes Clinical Decision Support

Trial statusRecruiting
Trial phaseNot applicable
Trial typeInterventional
Biological sexAll
Age18+
SponsorMilton S. Hershey Medical Center

About this trial

The purpose of this study is to determine the impact of an electronic medical record clinical decision support tool on rates of dysglycemia in the hospital, and its clinical and economical outcomes. The study also evaluates the perspectives of providers regarding the tool's usefulness on disease management support, knowledge, and practice performance.

Eligibility criteria

This trial does not accept healthy volunteers

Qualifiers

Hospitalized adult (>18 years) patients at Penn State Health, Hershey Medical Center, St. Joseph's Hospital, Hampden Medical Center, Holy Spirit Medical Center, and Lancaster Medical Center

Ambulatory adult (>18 years) patients at Penn State Health, Hershey Medical Center, St. Joseph's Hospital, Hampden Medical Center, Holy Spirit Medical Center, and Lancaster Medical Center

Trigger of an alert or a disease management message

Disqualifiers

Children (<18 years)

Trial design

Design model

Parallel

Treatments tested in this trial

  • Active Electronic Medical Record Inpatient Diabetes Clinical Decision Support

    Device

    This prospective intervention will be carried out over 36 months and encompass 12 alternating GlucAlert-CDS phases lasting 3 months each. Six active phases (ON period) and six inactive phases (OFF period) will represent 18 months of intervention and control respectively. GlucAlert-CDS recognizes gaps in care denoting the automatic process of subjects' identification and inclusion. During the ON period, gap in care events detected in patients' EMR will evoke alert messages and care recommendations for clinicians in real time for their consideration. These notifications are programmed to be delivered to primary inpatient providers in direct care of these hospitalized patients. During the OFF period, the program will record the gaps in care events detected, but alerts will be inactive for providers' viewing.

Treatment groups

15,732 Participants
are divided into 2 treatment groups
Group A: Active Inpatient Diabetes Clinical Decision SupportExperimental treatment 1 intervention
Group B: Inactive Inpatient Diabetes Clinical Decision SupportNo intervention 0 interventions

Trial outcomes

Primary outcomes

1

Average hospital length of stay (LOS)

Number of days in the hospital

Time frame
Duration of hospital admission, up to 3 months

Secondary outcomes

1

Proportion of gap in care events

Number of events recognized for: 1) Hyperglycemia: recurrent hyperglycemia \[\>= 180/dl at least twice\] or severe hyperglycemia \[\>= 250 mg/dl at least once\] 2) Hypoglycemia: established hypoglycemia \[\<= 70 mg/dl\] or impending hypoglycemia \[71-80 mg/dl\] 3)Inappropriate insulin use: among type 2 diabetes and stress hyperglycemia patients \[sliding scale monotherapy when recurrent hyperglycemia present\] or among type 1 diabetes \[sliding scale monotherapy any time\].

Time frame
Duration of hospital admission, up to 3 months
2

Glycemic control parameters - Glucose metrics

Average glucose per admission, glucose range (Glucose value in mg/dl)

Time frame
Duration of hospital admission, up to 3 months
3

Glycemic control parameters - average glucose per day per admission

Number of glucose values within the following categories: severe hypoglycemia (\<= 40 mg/dl), moderate hypoglycemia (41-70 mg/dl), within normal limits but not desired (71-110 mg/dl), within target/less commonly recommended (111-140 mg/dl), within target (141-180 mg/dl), mild hyperglycemia (181-220 mg/dl), moderate hyperglycemia (221-300 mg/dl), severe hyperglycemia (\>=301 mg/dl).

Time frame
Duration of hospital admission, up to 3 months
4

Glycemic control parameters - glycemic variability

Standard deviation

Time frame
Duration of hospital admission, up to 3 months

Other outcomes

1

Provider's perspective

5-point Likert scale responses of 1)Usefulness of CDS managing glucose issues 2)Importance of CDS in hospital diabetes care 3)Support of the CDS in own decision making 4)Sense of work disruption caused by the CDS messages 5)Sense of notification fatigue caused by the CDS messages. Providers will respond with their level of agreement to each question on a 5-point scale (from 1 - Strongly Disagree to 5 - Strongly Agree).

Time frame
Up to 48 months
2

Provider's knowledge

Multiple choice questions correct responses: Refers to question on contextual and biomedical knowledge

Time frame
Up to 48 months
3

Provider's decision making

Proportion of correct responses: Clinical vignettes representing common clinical scenario of glucose management in the hospital

Time frame
Up to 48 months
4

Provider's practice performance

Number of insulin treatment adjustments.

Time frame
Up to 48 months

Sponsors and contacts

Click on the lead sponsor to view all of their trials.

Milton S. Hershey Medical Center

Lead sponsor

National Institutes of Health (NIH)

Collaborator

National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK)

Collaborator