Downsizing chronic disease management programs for type 2 diabetes patients during the COVID-19 pandemic: changes in healthcare utilization patterns
During the COVID-19 pandemic, chronic disease management programs (CDMP) for Dutch type 2 diabetes patients by general practitioners (GP) were scaled down. These programs aim to improve diabetes prognosis through appropriate interventions and avoid hospital treatment. However, it remains unknown whe...
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Published in | Frontiers in medicine Vol. 12; p. 1490175 |
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11.06.2025
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Abstract | During the COVID-19 pandemic, chronic disease management programs (CDMP) for Dutch type 2 diabetes patients by general practitioners (GP) were scaled down. These programs aim to improve diabetes prognosis through appropriate interventions and avoid hospital treatment. However, it remains unknown whether downsizing CDMP increased care in other settings. Therefore, we examined the changes in healthcare utilization for type 2 diabetes patients during the COVID-19 pandemic including CDMP, GP out-of-hours care, hospital care, and regular GP care.
Routine healthcare data from electronic patient records of GPs, participating in Nivel Primary Care Database, of 15,247 Dutch type 2 diabetes patients enrolled in CDMP, were linked to GP out-of-hours registration data and hospital claims data. Regression analyses compared healthcare utilization in 2020 and 2021 (pandemic) to 2019 (non-pandemic).
For most quarters of 2020 and 2021, care through CDMP was significantly lower, down to 38% in Q2 of 2020 compared to 2019. In Q1 of 2020, type 2 diabetes patient visits to out-of-hours GP services rose notably, but decreased in Q1 of 2021, compared to 2019. Hospital care for diabetes showed a significant increase in Q2 of 2021 (+11.3%), compared to Q2 2019 and regular GP care increased from Q1 2021 (up to +11.1% in Q3 2021). Although no significant differences were observed in other quarters, there were different trends visible. Reduced CDMP contacts in 2020 were significantly associated with increased regular GP care in 2021. Moreover, reduced CDMP in early 2021 was significantly associated with more regular GP care and hospital care later in 2021.
Downscaling CDMP care for type 2 diabetes patients during the COVID-19 pandemic was associated with temporary increases in hospital care for diabetes and regular GP care at various times during the pandemic. These findings may contribute to making informed decisions regarding measures during future pandemics, and, therefore, the pandemic provided a unique learning opportunity for the healthcare system in delivering appropriate care through CDMP. In future pandemics, it will be essential to implement adaptations such as telemedicine to mitigate health deterioration and alleviate pressure on other healthcare services. |
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AbstractList | During the COVID-19 pandemic, chronic disease management programs (CDMP) for Dutch type 2 diabetes patients by general practitioners (GP) were scaled down. These programs aim to improve diabetes prognosis through appropriate interventions and avoid hospital treatment. However, it remains unknown whether downsizing CDMP increased care in other settings. Therefore, we examined the changes in healthcare utilization for type 2 diabetes patients during the COVID-19 pandemic including CDMP, GP out-of-hours care, hospital care, and regular GP care.BackgroundDuring the COVID-19 pandemic, chronic disease management programs (CDMP) for Dutch type 2 diabetes patients by general practitioners (GP) were scaled down. These programs aim to improve diabetes prognosis through appropriate interventions and avoid hospital treatment. However, it remains unknown whether downsizing CDMP increased care in other settings. Therefore, we examined the changes in healthcare utilization for type 2 diabetes patients during the COVID-19 pandemic including CDMP, GP out-of-hours care, hospital care, and regular GP care.Routine healthcare data from electronic patient records of GPs, participating in Nivel Primary Care Database, of 15,247 Dutch type 2 diabetes patients enrolled in CDMP, were linked to GP out-of-hours registration data and hospital claims data. Regression analyses compared healthcare utilization in 2020 and 2021 (pandemic) to 2019 (non-pandemic).MethodsRoutine healthcare data from electronic patient records of GPs, participating in Nivel Primary Care Database, of 15,247 Dutch type 2 diabetes patients enrolled in CDMP, were linked to GP out-of-hours registration data and hospital claims data. Regression analyses compared healthcare utilization in 2020 and 2021 (pandemic) to 2019 (non-pandemic).For most quarters of 2020 and 2021, care through CDMP was significantly lower, down to 38% in Q2 of 2020 compared to 2019. In Q1 of 2020, type 2 diabetes patient visits to out-of-hours GP services rose notably, but decreased in Q1 of 2021, compared to 2019. Hospital care for diabetes showed a significant increase in Q2 of 2021 (+11.3%), compared to Q2 2019 and regular GP care increased from Q1 2021 (up to +11.1% in Q3 2021). Although no significant differences were observed in other quarters, there were different trends visible. Reduced CDMP contacts in 2020 were significantly associated with increased regular GP care in 2021. Moreover, reduced CDMP in early 2021 was significantly associated with more regular GP care and hospital care later in 2021.ResultsFor most quarters of 2020 and 2021, care through CDMP was significantly lower, down to 38% in Q2 of 2020 compared to 2019. In Q1 of 2020, type 2 diabetes patient visits to out-of-hours GP services rose notably, but decreased in Q1 of 2021, compared to 2019. Hospital care for diabetes showed a significant increase in Q2 of 2021 (+11.3%), compared to Q2 2019 and regular GP care increased from Q1 2021 (up to +11.1% in Q3 2021). Although no significant differences were observed in other quarters, there were different trends visible. Reduced CDMP contacts in 2020 were significantly associated with increased regular GP care in 2021. Moreover, reduced CDMP in early 2021 was significantly associated with more regular GP care and hospital care later in 2021.Downscaling CDMP care for type 2 diabetes patients during the COVID-19 pandemic was associated with temporary increases in hospital care for diabetes and regular GP care at various times during the pandemic. These findings may contribute to making informed decisions regarding measures during future pandemics, and, therefore, the pandemic provided a unique learning opportunity for the healthcare system in delivering appropriate care through CDMP. In future pandemics, it will be essential to implement adaptations such as telemedicine to mitigate health deterioration and alleviate pressure on other healthcare services.ConclusionDownscaling CDMP care for type 2 diabetes patients during the COVID-19 pandemic was associated with temporary increases in hospital care for diabetes and regular GP care at various times during the pandemic. These findings may contribute to making informed decisions regarding measures during future pandemics, and, therefore, the pandemic provided a unique learning opportunity for the healthcare system in delivering appropriate care through CDMP. In future pandemics, it will be essential to implement adaptations such as telemedicine to mitigate health deterioration and alleviate pressure on other healthcare services. BackgroundDuring the COVID-19 pandemic, chronic disease management programs (CDMP) for Dutch type 2 diabetes patients by general practitioners (GP) were scaled down. These programs aim to improve diabetes prognosis through appropriate interventions and avoid hospital treatment. However, it remains unknown whether downsizing CDMP increased care in other settings. Therefore, we examined the changes in healthcare utilization for type 2 diabetes patients during the COVID-19 pandemic including CDMP, GP out-of-hours care, hospital care, and regular GP care.MethodsRoutine healthcare data from electronic patient records of GPs, participating in Nivel Primary Care Database, of 15,247 Dutch type 2 diabetes patients enrolled in CDMP, were linked to GP out-of-hours registration data and hospital claims data. Regression analyses compared healthcare utilization in 2020 and 2021 (pandemic) to 2019 (non-pandemic).ResultsFor most quarters of 2020 and 2021, care through CDMP was significantly lower, down to 38% in Q2 of 2020 compared to 2019. In Q1 of 2020, type 2 diabetes patient visits to out-of-hours GP services rose notably, but decreased in Q1 of 2021, compared to 2019. Hospital care for diabetes showed a significant increase in Q2 of 2021 (+11.3%), compared to Q2 2019 and regular GP care increased from Q1 2021 (up to +11.1% in Q3 2021). Although no significant differences were observed in other quarters, there were different trends visible. Reduced CDMP contacts in 2020 were significantly associated with increased regular GP care in 2021. Moreover, reduced CDMP in early 2021 was significantly associated with more regular GP care and hospital care later in 2021.ConclusionDownscaling CDMP care for type 2 diabetes patients during the COVID-19 pandemic was associated with temporary increases in hospital care for diabetes and regular GP care at various times during the pandemic. These findings may contribute to making informed decisions regarding measures during future pandemics, and, therefore, the pandemic provided a unique learning opportunity for the healthcare system in delivering appropriate care through CDMP. In future pandemics, it will be essential to implement adaptations such as telemedicine to mitigate health deterioration and alleviate pressure on other healthcare services. During the COVID-19 pandemic, chronic disease management programs (CDMP) for Dutch type 2 diabetes patients by general practitioners (GP) were scaled down. These programs aim to improve diabetes prognosis through appropriate interventions and avoid hospital treatment. However, it remains unknown whether downsizing CDMP increased care in other settings. Therefore, we examined the changes in healthcare utilization for type 2 diabetes patients during the COVID-19 pandemic including CDMP, GP out-of-hours care, hospital care, and regular GP care. Routine healthcare data from electronic patient records of GPs, participating in Nivel Primary Care Database, of 15,247 Dutch type 2 diabetes patients enrolled in CDMP, were linked to GP out-of-hours registration data and hospital claims data. Regression analyses compared healthcare utilization in 2020 and 2021 (pandemic) to 2019 (non-pandemic). For most quarters of 2020 and 2021, care through CDMP was significantly lower, down to 38% in Q2 of 2020 compared to 2019. In Q1 of 2020, type 2 diabetes patient visits to out-of-hours GP services rose notably, but decreased in Q1 of 2021, compared to 2019. Hospital care for diabetes showed a significant increase in Q2 of 2021 (+11.3%), compared to Q2 2019 and regular GP care increased from Q1 2021 (up to +11.1% in Q3 2021). Although no significant differences were observed in other quarters, there were different trends visible. Reduced CDMP contacts in 2020 were significantly associated with increased regular GP care in 2021. Moreover, reduced CDMP in early 2021 was significantly associated with more regular GP care and hospital care later in 2021. Downscaling CDMP care for type 2 diabetes patients during the COVID-19 pandemic was associated with temporary increases in hospital care for diabetes and regular GP care at various times during the pandemic. These findings may contribute to making informed decisions regarding measures during future pandemics, and, therefore, the pandemic provided a unique learning opportunity for the healthcare system in delivering appropriate care through CDMP. In future pandemics, it will be essential to implement adaptations such as telemedicine to mitigate health deterioration and alleviate pressure on other healthcare services. |
Author | Peters, Lilian Bos, Isabelle Ramerman, Lotte Homburg, Maarten Muris, Jean Olde Hartman, Tim Rijpkema, Corinne Verheij, Robert |
AuthorAffiliation | 6 Department of Primary and Community Care, Radboud University Nijmegen Medical Centre, Radboud Institute of Health Sciences , Nijmegen , Netherlands 4 Midwifery Science, AVAG, Amsterdam Public Health, Amsterdam University Medical Centre, Vrije Universiteit Amsterdam , Amsterdam , Netherlands 3 Department of Primary and Long-Term Care, University Medical Centre Groningen, University of Groningen , Groningen , Netherlands 7 National Health Care Institute , Diemen , Netherlands 5 Department of Family Medicine, CAPHRI Care and Public Health Research Institute, Maastricht University , Maastricht , Netherlands 1 Health Data and Learning Health Systems, Nivel Netherlands Institute for Health Services Research , Utrecht , Netherlands 2 Tilburg School of Social and Behavioral Sciences, Tilburg University , Tilburg , Netherlands |
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Cites_doi | 10.1016/S2213-8587(23)00351-0 10.1111/dme.14498 10.7861/fhj.2022-0029 10.1016/S2213-8587(21)00208-4 10.1186/s12913-021-07212-7 10.1007/s10654-022-00865-6 10.1016/j.jclinepi.2007.11.008 10.3399/BJGPO.2022.0038 10.3399/BJGPO.2023.0121 10.1016/j.jdiacomp.2020.107748 10.1177/1357633X20985763 10.3390/covid3110115 10.1016/S0140-6736(20)30460-8 10.1016/j.healthpol.2017.12.002 10.1016/j.pcd.2023.02.002 10.18332/popmed/152606 10.1186/s12889-023-15763-z 10.1016/j.numecd.2010.10.016 10.1186/s12875-021-01493-x 10.1016/j.pcd.2016.09.005 10.1016/S0140-6736(14)61347-7 10.3399/bjgp20X707681 10.1186/s13098-023-01169-9 10.1111/imj.15441 10.3390/ijerph20054577 10.1136/bmjdrc-2020-002035 10.1371/journal.pmed.1003854 |
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Keywords | COVID-19 secondary prevention electronic health records diabetes mellitus type 2 hospital care general practice |
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References | B20 Ruissen (B15) 2021; 9 B21 Fisher (B12) 2020; 34 B23 Van Grondelle (B25) 2023; 17 Bouwman (B37) 2024 Amsah (B24) 2023; 20 Wong (B35) 2021; 51 Bilo (B9) 2024 De Berardis (B39) 2012; 22 M Tourkmani (B36) 2023; 29 Wanni Arachchige Dona (B33) 2021; 21 Misra (B29) 2021; 9 Forde (B11) 2021; 38 Splinter (B3) 2021; 18 Narres (B13) 2022; 37 Hartmann-Boyce (B30) 2024; 12 Prince (B18) 2015; 385 Rayman (B38) 2022; 9 Kroneman (B6) 2016; 18 Stachteas (B31) 2022; 4 (B10) 2024 Hyun (B32) 2023; 23 van den Berg (B27) 2023; 3 Brooks (B14) 2020; 395 Bak (B28) 2023; 15 Von Elm (B22) 2008; 61 Homburg (B2) 2022 Homburg (B26) 2024 B1 B4 B5 Jansen (B16) 2020 Kroezen (B19) 2018; 122 Chan (B34) 2021; 22 B8 Seidu (B17) 2017; 11 van der Horst (B7) 2020; 70 B40 |
References_xml | – volume: 12 start-page: 132 year: 2024 ident: B30 article-title: The impact of the COVID-19 pandemic and associated disruptions in health-care provision on clinical outcomes in people with diabetes: a systematic review publication-title: Lancet Diabetes Endocrinol. doi: 10.1016/S2213-8587(23)00351-0 – volume: 38 start-page: e14498 year: 2021 ident: B11 article-title: The impact of the COVID-19 pandemic on people with diabetes and diabetes services: a pan-European survey of diabetes specialist nurses undertaken by the foundation of European nurses in diabetes survey consortium publication-title: Diabet Med. doi: 10.1111/dme.14498 – volume: 9 start-page: 101 year: 2022 ident: B38 article-title: Managing patients with comorbidities: future models of care publication-title: Future Healthc J. doi: 10.7861/fhj.2022-0029 – volume: 9 start-page: 671 year: 2021 ident: B29 article-title: Temporal trends in emergency admissions for diabetic ketoacidosis in people with diabetes in England before and during the COVID-19 pandemic: a population-based study publication-title: Lancet Diabetes Endocrinol. doi: 10.1016/S2213-8587(21)00208-4 – ident: B20 – volume: 21 start-page: 1222 year: 2021 ident: B33 article-title: Impacts of chronic disease prevention programs implemented by private health insurers: a systematic review publication-title: BMC Health Serv Res. doi: 10.1186/s12913-021-07212-7 – ident: B1 – ident: B5 – start-page: 197 volume-title: Mind the Safety Net: Socioeconomic Inequalities in Out-of-Hours Primary Care Use year: 2020 ident: B16 – volume: 37 start-page: 587 year: 2022 ident: B13 article-title: Hospitalisation rate and mortality among people with and without diabetes during the COVID-19 pandemic year 2020 publication-title: Eur J Epidemiol. doi: 10.1007/s10654-022-00865-6 – volume: 61 start-page: 344 year: 2008 ident: B22 article-title: The strengthening the reporting of observational studies in epidemiology (STROBE) statement: guidelines for reporting observational studies publication-title: J Clin Epidemiol. doi: 10.1016/j.jclinepi.2007.11.008 – ident: B23 – start-page: 6 year: 2022 ident: B2 article-title: Patient experiences during the COVID-19 pandemic: a qualitative study in Dutch primary care publication-title: BJGP Open doi: 10.3399/BJGPO.2022.0038 – ident: B21 – start-page: 8 year: 2024 ident: B26 article-title: Dutch GP healthcare consumption in COVID-19 heterogeneous regions: an interregional time-series approach in 2020-2021 publication-title: BJGP Open doi: 10.3399/BJGPO.2023.0121 – volume: 34 start-page: 107748 year: 2020 ident: B12 article-title: The early impact of the COVID-19 pandemic on adults with type 1 or type 2 diabetes: a national cohort study publication-title: J Diabetes Complications. doi: 10.1016/j.jdiacomp.2020.107748 – volume: 29 start-page: 390 year: 2023 ident: B36 article-title: The impact of telemedicine on patients with uncontrolled type 2 diabetes mellitus during the COVID-19 pandemic in Saudi Arabia: findings and implications publication-title: J Telemed Telecare doi: 10.1177/1357633X20985763 – volume: 3 start-page: 1677 year: 2023 ident: B27 article-title: The impact of the COVID-19 pandemic in the Netherlands on primary healthcare use and clinical outcomes in persons with type 2 diabetes publication-title: COVID. doi: 10.3390/covid3110115 – volume: 395 start-page: 912 year: 2020 ident: B14 article-title: The psychological impact of quarantine and how to reduce it: rapid review of the evidence publication-title: Lancet. doi: 10.1016/S0140-6736(20)30460-8 – ident: B8 – volume: 122 start-page: 87 year: 2018 ident: B19 article-title: The joint action on health workforce planning and forecasting: results of a European programme to improve health workforce policies publication-title: Health Policy. doi: 10.1016/j.healthpol.2017.12.002 – volume: 17 start-page: 141 year: 2023 ident: B25 article-title: The impact of the covid-19 pandemic on diabetes care: the perspective of healthcare providers across Europe publication-title: Prim Care Diabetes. doi: 10.1016/j.pcd.2023.02.002 – volume: 4 start-page: 23 year: 2022 ident: B31 article-title: The impact of the COVID-19 pandemic on the management of patients with chronic diseases in primary health care publication-title: Popul Med. doi: 10.18332/popmed/152606 – volume: 23 start-page: 928 year: 2023 ident: B32 article-title: Chronic disease management program applied to type 2 diabetes patients and prevention of diabetic complications: a retrospective cohort study using nationwide data publication-title: BMC Public Health. doi: 10.1186/s12889-023-15763-z – volume: 22 start-page: 605 year: 2012 ident: B39 article-title: The burden of hospitalization related to diabetes mellitus: a population-based study publication-title: Nutr Metab Cardiovasc Dis. doi: 10.1016/j.numecd.2010.10.016 – volume: 22 start-page: 145 year: 2021 ident: B34 article-title: Effects of continuity of care on health outcomes among patients with diabetes mellitus and/or hypertension: a systematic review publication-title: BMC Fam Pract. doi: 10.1186/s12875-021-01493-x – year: 2024 ident: B37 publication-title: Pandemisch Paraat Door Middel van Herbruikbare Data. – ident: B40 – volume: 11 start-page: 171 year: 2017 ident: B17 article-title: Evaluating the impact of an enhanced primary care diabetes service on diabetes outcomes: a before–after study publication-title: Prim Care Diabetes. doi: 10.1016/j.pcd.2016.09.005 – year: 2024 ident: B10 publication-title: Handleiding Inclusie en Exclusie Ketenzorgprogramma's 2024 – ident: B4 – volume: 385 start-page: 549 year: 2015 ident: B18 article-title: The burden of disease in older people and implications for health policy and practice publication-title: Lancet. doi: 10.1016/S0140-6736(14)61347-7 – volume: 70 start-page: 38 year: 2020 ident: B7 article-title: Redefining the core values and tasks of GPs in the Netherlands (Woudschoten 2019) publication-title: Br J Gen Pract. doi: 10.3399/bjgp20X707681 – volume: 15 start-page: 193 year: 2023 ident: B28 article-title: Effects of COVID-19 on diabetes care among Dutch diabetes outpatients publication-title: Diabetol Metab Syndr. doi: 10.1186/s13098-023-01169-9 – volume: 51 start-page: 2021 year: 2021 ident: B35 article-title: Utilisation of telehealth for outpatient diabetes management during COVID-19 pandemic: how did the patients fare? publication-title: Intern Med J. doi: 10.1111/imj.15441 – volume: 20 start-page: 4577 year: 2023 ident: B24 article-title: Impact of COVID-19 pandemic on healthcare utilization among patients with type 2 diabetes mellitus: a systematic review publication-title: Int J Environ Res Public Health. doi: 10.3390/ijerph20054577 – volume: 9 start-page: e002035 year: 2021 ident: B15 article-title: Increased stress, weight gain and less exercise in relation to glycemic control in people with type 1 and type 2 diabetes during the COVID-19 pandemic publication-title: BMJ Open Diabetes Res Care. doi: 10.1136/bmjdrc-2020-002035 – volume: 18 start-page: e1003854 year: 2021 ident: B3 article-title: Prevalence and determinants of healthcare avoidance during the COVID-19 pandemic: a population-based cross-sectional study publication-title: PLoS Med. doi: 10.1371/journal.pmed.1003854 – volume: 18 start-page: 1 year: 2016 ident: B6 article-title: Netherlands: health system review publication-title: Health Syst Transit. – year: 2024 ident: B9 publication-title: NHG-Standaard Diabetes Mellitus Type 2 (M01). |
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Snippet | During the COVID-19 pandemic, chronic disease management programs (CDMP) for Dutch type 2 diabetes patients by general practitioners (GP) were scaled down.... BackgroundDuring the COVID-19 pandemic, chronic disease management programs (CDMP) for Dutch type 2 diabetes patients by general practitioners (GP) were scaled... |
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SubjectTerms | COVID-19 diabetes mellitus type 2 electronic health records general practice hospital care Medicine secondary prevention |
Title | Downsizing chronic disease management programs for type 2 diabetes patients during the COVID-19 pandemic: changes in healthcare utilization patterns |
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