Step-wise approach to prevention of chronic diseases in the Danish primary care sector with the use of a personal digital health profile and targeted follow-up – an assessment of attendance
Abstract Background Current evidence on chronic disease prevention suggests that interventions targeted at high-risk individuals represents the best way forward. We implemented a step-wise approach in the Danish primary care sector, designed for the systematic and targeted prevention of chronic dise...
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doaj-83cd333d9002460abdd2dda8da8d16fb2020-11-25T03:34:52ZengBMCBMC Public Health1471-24582019-08-0119111410.1186/s12889-019-7419-4Step-wise approach to prevention of chronic diseases in the Danish primary care sector with the use of a personal digital health profile and targeted follow-up – an assessment of attendanceLars Bruun Larsen0Jens Sondergaard1Janus Laust Thomsen2Anders Halling3Anders Larrabee Sønderlund4Jeanette Reffstrup Christensen5Trine Thilsing6Department of Public Health, Research Unit of General Practice, University of Southern DenmarkDepartment of Public Health, Research Unit of General Practice, University of Southern DenmarkDepartment of Clinical Medicine, Research Unit for General Practice, Aalborg UniversityDepartment of Clinical Sciences in Malmö, Centre for Primary Health Care Research, Lund UniversityDepartment of Public Health, Research Unit of General Practice, University of Southern DenmarkDepartment of Public Health, Research Unit of General Practice, University of Southern DenmarkDepartment of Public Health, Research Unit of General Practice, University of Southern DenmarkAbstract Background Current evidence on chronic disease prevention suggests that interventions targeted at high-risk individuals represents the best way forward. We implemented a step-wise approach in the Danish primary care sector, designed for the systematic and targeted prevention of chronic disease. The intervention centered on a personal digital health profile for all participants, followed by targeted preventive programs for high-risk patients. The present paper examines individual characteristics and health-care usage of patients who took up the targeted preventive programs in response to their personal digital health profile. Methods A sample of patients born between 1957 and 1986 was randomly selected from the patient-list system of participating general practitioners in two Danish municipalities. The selected patients received a digital invitation to participate. Consenting patients received a second digital invitation for a personal digital health profile based on questionnaire and electronic patient record data. The personal digital health profile contained individualized information on risk profile and personalized recommendations on further actions. If at-risk or presenting with health-risk behaviour a patient would be advised to contact either their general practitioner or municipal health centre for targeted preventive programs. Attendance at the targeted preventive programs was examined using Poisson regression and chi-squared automatic interaction detection methods. Results A total of 9400 patients were invited. Of those who participated (30%), 22% were advised to get a health check at their general practitioner. Of these, 19% did so. Another 23% were advised to schedule an appointment for behaviour-change counselling at their municipal health centre. A total of 21% took the advice. Patients who had fair or poor self-rated health, a body mass index above 30, low self-efficacy, were female, non-smokers, or lead a sedentary lifestyle, were most likely to attend the targeted preventive programs. Conclusions A personal digital health profile shows some promise in a step-wise approach to prevention in the Danish primary care sector and seems to motivate people with low self-efficacy to attend targeted preventive programs. Trial registration Registered at Clinical Trial Gov (Unique Protocol ID: TOFpilot2016). Prospectively registered on the 29th of April 2016.http://link.springer.com/article/10.1186/s12889-019-7419-4Health promotionIndicated preventionIntegrated prevention |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Lars Bruun Larsen Jens Sondergaard Janus Laust Thomsen Anders Halling Anders Larrabee Sønderlund Jeanette Reffstrup Christensen Trine Thilsing |
spellingShingle |
Lars Bruun Larsen Jens Sondergaard Janus Laust Thomsen Anders Halling Anders Larrabee Sønderlund Jeanette Reffstrup Christensen Trine Thilsing Step-wise approach to prevention of chronic diseases in the Danish primary care sector with the use of a personal digital health profile and targeted follow-up – an assessment of attendance BMC Public Health Health promotion Indicated prevention Integrated prevention |
author_facet |
Lars Bruun Larsen Jens Sondergaard Janus Laust Thomsen Anders Halling Anders Larrabee Sønderlund Jeanette Reffstrup Christensen Trine Thilsing |
author_sort |
Lars Bruun Larsen |
title |
Step-wise approach to prevention of chronic diseases in the Danish primary care sector with the use of a personal digital health profile and targeted follow-up – an assessment of attendance |
title_short |
Step-wise approach to prevention of chronic diseases in the Danish primary care sector with the use of a personal digital health profile and targeted follow-up – an assessment of attendance |
title_full |
Step-wise approach to prevention of chronic diseases in the Danish primary care sector with the use of a personal digital health profile and targeted follow-up – an assessment of attendance |
title_fullStr |
Step-wise approach to prevention of chronic diseases in the Danish primary care sector with the use of a personal digital health profile and targeted follow-up – an assessment of attendance |
title_full_unstemmed |
Step-wise approach to prevention of chronic diseases in the Danish primary care sector with the use of a personal digital health profile and targeted follow-up – an assessment of attendance |
title_sort |
step-wise approach to prevention of chronic diseases in the danish primary care sector with the use of a personal digital health profile and targeted follow-up – an assessment of attendance |
publisher |
BMC |
series |
BMC Public Health |
issn |
1471-2458 |
publishDate |
2019-08-01 |
description |
Abstract Background Current evidence on chronic disease prevention suggests that interventions targeted at high-risk individuals represents the best way forward. We implemented a step-wise approach in the Danish primary care sector, designed for the systematic and targeted prevention of chronic disease. The intervention centered on a personal digital health profile for all participants, followed by targeted preventive programs for high-risk patients. The present paper examines individual characteristics and health-care usage of patients who took up the targeted preventive programs in response to their personal digital health profile. Methods A sample of patients born between 1957 and 1986 was randomly selected from the patient-list system of participating general practitioners in two Danish municipalities. The selected patients received a digital invitation to participate. Consenting patients received a second digital invitation for a personal digital health profile based on questionnaire and electronic patient record data. The personal digital health profile contained individualized information on risk profile and personalized recommendations on further actions. If at-risk or presenting with health-risk behaviour a patient would be advised to contact either their general practitioner or municipal health centre for targeted preventive programs. Attendance at the targeted preventive programs was examined using Poisson regression and chi-squared automatic interaction detection methods. Results A total of 9400 patients were invited. Of those who participated (30%), 22% were advised to get a health check at their general practitioner. Of these, 19% did so. Another 23% were advised to schedule an appointment for behaviour-change counselling at their municipal health centre. A total of 21% took the advice. Patients who had fair or poor self-rated health, a body mass index above 30, low self-efficacy, were female, non-smokers, or lead a sedentary lifestyle, were most likely to attend the targeted preventive programs. Conclusions A personal digital health profile shows some promise in a step-wise approach to prevention in the Danish primary care sector and seems to motivate people with low self-efficacy to attend targeted preventive programs. Trial registration Registered at Clinical Trial Gov (Unique Protocol ID: TOFpilot2016). Prospectively registered on the 29th of April 2016. |
topic |
Health promotion Indicated prevention Integrated prevention |
url |
http://link.springer.com/article/10.1186/s12889-019-7419-4 |
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