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Computer Automation for Diagnosis and Management of Childhood Type 2 Diabetes

Computer Automation for Diagnosis and Management of Childhood Type 2 Diabetes

Status
Completed
Phases
NA
Study type
Interventional
Source
ClinicalTrials.gov
Registry ID
NCT01814787
Enrollment
1369
Registered
2013-03-20
Start date
2013-10-31
Completion date
2016-12-31
Last updated
2017-05-15

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Type 2 Diabetes

Keywords

Type 2 Diabetes, Pediatrics, Computerized Decision Support System

Brief summary

Increasing rates of type 2 diabetes among children and adolescents has considerable long-term implications not only for the affected individuals, but also for society and the health system as a whole. Pediatricians have unique and important opportunities to screen for type 2 diabetes and to promote lifestyle modification for those children identified with pre-diabetes; yet implementation of these practices within the pediatric primary care setting is far from ideal. The purpose of this study is to implement the ADA screening guidelines for type 2 diabetes and clinical management prompts within a pediatric primary care setting using a computer decision support system (CDSS) developed by the investigators research group - the Child Health Improvement through Computer Automation (CHICA) system. The investigators hypothesize that the coupling of CDSS with ADA guidelines will result in greater compliance with ADA recommended screening procedures as well as better clinical management of children identified as having pre-diabetes or type 2 diabetes.

Detailed description

As the prevalence of obesity in the United States has risen, so too has the prevalence of type 2 diabetes, a disease typically associated with adults. The American Diabetes Association (ADA) has recommended screening children 10 years of age or older who are at substantial risk for the presence or development of type 2 diabetes. They also recommend that primary prevention efforts, such as lifestyle modification, be directed to high-risk children whose glucose levels are elevated but not yet diagnostic of diabetes. The choice of screening methodology remains controversial and implementation within the pediatric primary care setting is far from ideal. The purpose of this study is to implement the ADA screening guidelines for type 2 diabetes within pediatric primary care practices using a computer decision support system (CDSS) developed by the investigators research group - the Child Health Improvement through Computer Automation (CHICA) system. Using the CHICA system the investigators will also be implementing clinical management prompts for the pediatrician caring for children with risk factors for type 2 diabetes, with impaired fasting glucose (IFG), or with fasting glucose indicating the possibility of diabetes. One of the greatest strengths of the CHICA system is its ability to implement evidence-based recommendations from authoritative sources, in this case the ADA, in a format that integrates easily into routine pediatric care; the system can therefore overcome many of the barriers described by pediatricians to the screening of type 2 diabetes in children. While the use of CDSS is not new, its application within the pediatric population has not been as pervasive as in adult medicine. Moreover, the application of CDSS to the screening, diagnosis and management of type 2 diabetes in children is relatively unexplored. The specific aims for this study are to: (1) Expand and modify an existing computer-based decision support system (CHICA), to identify those children 10 years of age or older who are at increased risk for type 2 diabetes, to provide pediatric physicians guidelines to screen for type 2 diabetes, and to coordinate the diagnosis and long-term management of the condition and (2) Demonstrate both the feasibility and effectiveness of the CHICA Type 2 Diabetes Module to recognize those children in need of screening for type 2 diabetes and facilitate prompt diagnosis and management of the condition. Phase one (Aim 1) focuses on programming and enhancements to the CHICA system and will take 12 months to complete. Phase two consists of a randomized controlled trial conducted in four pediatric clinics in order to evaluate Aim 2. Randomization will be by clinic and the investigators hypothesize that the coupling of CDSS with ADA guidelines will result in greater compliance with ADA recommended screening procedures as well as better clinical management of children identified as having pre-diabetes or type 2 diabetes. Phase two will begin in year 2 and continue through quarter 2 of year 4. Phase three involves statistical analysis and manuscript preparation.

Interventions

OTHERCHICA Type 2 Diabetes Module

Information with regard to family history of type 2 diabetes, race/ethnicity, and maternal history of gestational diabetes will be gathered for every patient. This data will then be utilized by the CHICA system when a child is age 10 or older and presents to the clinic. Data regarding the child's BMI at that time will be analyzed by the CHICA system. If the child's BMI \> 85th percentile, a prompt will appear on the provider worksheet asking the clinician whether the child might have insulin resistance. All information will then be analyzed to determine whether the child has 2 or more risk factors for the development of type 2 diabetes. If at least 2 risk factors are present, then the CHICA system goes on to coordinate the diagnosis and long-term management of type 2 diabetes.

Sponsors

National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK)
CollaboratorNIH
Indiana University
Lead SponsorOTHER

Study design

Allocation
RANDOMIZED
Intervention model
PARALLEL
Primary purpose
SCREENING
Masking
SINGLE (Investigator)

Eligibility

Sex/Gender
ALL
Age
10 Years to 18 Years
Healthy volunteers
No

Inclusion criteria

* A patient's chart will be eligible for chart abstraction if the child is age 10 or older and is a patient at one of the four clinics involved in the study.

Exclusion criteria

* None

Design outcomes

Primary

MeasureTime frameDescription
Number of Children With Documented Risk Factors for Type 2 Diabetes12 monthsNumber of children (ages 10 and older) with documented risk factors for type 2 diabetes (\>85%BMI and 2 of 4 Risk Factors)

Countries

United States

Participant flow

Participants by arm

ArmCount
CHICA Type 2 Diabetes Module
Children treated at the two intervention clinic sites will have be treated using the CHICA system AND will be provided access to the newly developed CHICA Type 2 Diabetes Module. The CHICA Type 2 Diabetes Module will assist pediatricians in identification of those children 10 years of age or older who are at increased risk for type 2 diabetes, it will provide pediatric physicians guidelines to screen for type 2 diabetes, and it will coordinate the diagnosis and long-term management of the condition. CHICA Type 2 Diabetes Module: Information with regard to family history of type 2 diabetes, race/ethnicity, and maternal history of gestational diabetes will be gathered for every patient. This data will then be utilized by the CHICA system when a child is age 10 or older and presents to the clinic. Data regarding the child's BMI at that time will be analyzed by the CHICA system.
685
Usual Care
Those patients who are assigned to the control group will have the CHICA system but will NOT be cared for using the CHICA Type 2 Diabetes Module. The CHICA system will notify the physician of the child's BMI percentile on the physician worksheet. However, the CHICA system will not ask for any additional information related to risk factors for type 2 diabetes on the pre-screening form, no advice will be provided to the physician on the physician worksheet, nor will just-in-time documents or automated reminder calls be made available. Identification of patients at risk for type 2 diabetes and care of those patients will occur through routine practices for that clinic.
684
Total1,369

Baseline characteristics

CharacteristicCHICA Type 2 Diabetes ModuleUsual CareTotal
Age, Categorical
<=18 years
685 Participants684 Participants1369 Participants
Age, Categorical
>=65 years
0 Participants0 Participants0 Participants
Age, Categorical
Between 18 and 65 years
0 Participants0 Participants0 Participants
Race/Ethnicity, Customized
Black
376 Participants336 Participants712 Participants
Race/Ethnicity, Customized
Hispanic
192 Participants243 Participants435 Participants
Race/Ethnicity, Customized
Other/Unknown
62 Participants46 Participants108 Participants
Race/Ethnicity, Customized
White
55 Participants59 Participants114 Participants
Sex: Female, Male
Female
344 Participants313 Participants657 Participants
Sex: Female, Male
Male
341 Participants371 Participants712 Participants

Adverse events

Event typeEG000
affected / at risk
EG001
affected / at risk
deaths
Total, all-cause mortality
— / —— / —
other
Total, other adverse events
0 / 6850 / 684
serious
Total, serious adverse events
0 / 6850 / 684

Outcome results

Primary

Number of Children With Documented Risk Factors for Type 2 Diabetes

Number of children (ages 10 and older) with documented risk factors for type 2 diabetes (\>85%BMI and 2 of 4 Risk Factors)

Time frame: 12 months

ArmMeasureValue (COUNT_OF_PARTICIPANTS)
CHICA Type 2 Diabetes ModuleNumber of Children With Documented Risk Factors for Type 2 Diabetes283 Participants
Usual CareNumber of Children With Documented Risk Factors for Type 2 Diabetes282 Participants

Source: ClinicalTrials.gov · Data processed: Feb 27, 2026