BackgroundTo target optimised medical care the Danish guidelines for diabetes recommend stratification of patients with type 2 diabetes (T2D) into three levels according to risk and complexity of treatment. The aim was to describe the T2D population in an outpatient clinic, measure the compliance of the endocrinologists’ to perform risk stratification, and investigate the level of concordance between stratification performed by the endocrinologists and objective assessments.MethodsA cross-sectional study with data collected from medical records and laboratory databases. The Danish risk stratification model contained the following criteria: HbA1c, blood pressure, metabolic complications, microvascular and macrovascular complications. Stratification levels encompassed: level 1 (uncomplicated), level 2 (intermediate risk) and level 3 (high risk). Objective assessments were conducted independently by two health professionals, and compared with the endocrinologists’ assessments. In order to test the degree of concordance, we conducted Cohen's kappa, McNemar’s test for marginal homogeneity, and Bowker’s test for symmetry.ResultsOf 245 newly referred patients, 209 (85 %) were stratified by the endocrinologists to level 1 (16 %), level 2 (55 %) and level 3 (29 %). By objective assessments, 4 % were stratified to level 1, 51 % to level 2 and 45 % to level 3. Of 419 long-term follow-up patients, 380 (91 %) were stratified by the endocrinologists to level 1 (5 %), level 2 (57 %), level 3 (38 %). By objective assessments, 3 % were stratified to level 1, 58 % to level 2 and 39 % to level 3. The concordance rate between endocrinologists’ and objective assessments was 63 % among newly referred (kappa 0.39; fair agreement) and 67 % for long-term follow-up (kappa 0.45; moderate agreement). Among newly referred patients, the endocrinologists stratified less patients at level 3 compared to objective assessments (p < 0.0001). There were no significant differences in marginal distribution within long-term follow-up patients.ConclusionType 2 diabetes patients, newly referred to or allocated for long-term follow-up in the out-patient clinic, were mainly intermediate and high-risk, complicated patients (96 % and 95 %, respectively). Compliance of stratification by endocrinologists was high. The concordance between endocrinologists’ and objective assessments was not strong. Our data suggest that clinician-support for stratification level categorisation might be needed.
Risk stratification by endocrinologists of patients with type 2 diabetes in a Danish specialised outpatient clinic: a cross-sectional study
L. Munch,A. Arreskov,M. Sperling,D. Overgaard,F. Knop,T. Vilsbøll,M. Røder
Published 2016 in BMC Health Services Research
ABSTRACT
PUBLICATION RECORD
- Publication year
2016
- Venue
BMC Health Services Research
- Publication date
2016-04-09
- Fields of study
Medicine
- Identifiers
- External record
- Source metadata
Semantic Scholar, PubMed
CITATION MAP
EXTRACTION MAP
CLAIMS
CONCEPTS
- clinician-support for stratification categorisation
Support intended to help clinicians assign patients to the appropriate diabetes risk stratification level.
Aliases: clinician-support
- danish risk stratification model
A guideline-based classification scheme for type 2 diabetes patients that uses HbA1c, blood pressure, and complication burden to assign risk levels.
Aliases: risk stratification model
- long-term follow-up patients
Patients already allocated to ongoing outpatient follow-up in the specialised clinic.
Aliases: long-term follow-up, follow-up patients
- newly referred patients
Patients recently referred to the outpatient clinic and assessed at their first specialist visit.
Aliases: newly referred
- objective assessments
Independent stratification assessments performed by two health professionals using medical records and laboratory data.
Aliases: objective assessment
- stratification level 2
The intermediate-risk category in the Danish stratification scheme for type 2 diabetes.
Aliases: level 2, intermediate risk
- stratification level 3
The high-risk category in the Danish stratification scheme for type 2 diabetes.
Aliases: level 3, high risk
REFERENCES
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