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A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
[Dementia prevention and primary care: Estimation of the target population]
Jens Bohlken1, Steffi Riedel-Heller1, Holger Gothe2,3
1Institut für Sozialmedizin, Arbeitsmedizin und Public Health (ISAP) der Medizinischen Fakultät der Universität Leipzig, Demenz-Referat im Berufsverband Deutscher Nervenärzte (BVDN).
Background:
The prevention of dementia, especially the cardiovascular prevention of cognitive disorders, is increasingly coming into the focus of health services research. The aim of this study is to determine the possible target population for dementia prevention approaches as well as frequency of health examinations (HE) in individual general practitioner offices (GP).
Method:
987 GP practices, which are covered by the nationwide IMS Disease Analyzer database (IQVIA) have been investigated for the prevalence of the following diagnoses, which are considered risk factors for the development of dementia Hypertension, obesity, hearing loss in each age group 45-65 and diabetes and depression in the age group 65 and older. In addition, it was recorded how many of these patients received a HE).
Results:
In a sample of 2,398,405 patients receiving primary care, the target population relevant for dementia prevention measures in 2018 consisted of 191,883 patients with hypertension, 23,308 with obesity, 5,059 with hearing loss, 120,200 with diabetes and 43,233 with depression. More than a quarter of these patients have already had a HE. In 2018, patients with hypertension (N=51), diabetes (N=30.5) and depression (N=11.3) were the most frequently treated patients, less frequently patients with obesity (N=8.2) and hearing loss (N=1.6).
Conclusion:
On the basis of defined diagnoses in certain phases of life, a manageable group of patients can be identified who are eligible for specific dementia preventive interventions. The implementation of dementia preventive interventions in practices will be more difficult for the less frequent treatment diagnoses obesity and hearing loss than for the much more frequent treatment diagnoses hypertension, diabetes and depression.
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