Evidence map›Paper›PMID 40568212›Full record

ArticleFrontiers in medicine2025

Downsizing chronic disease management programs for type 2 diabetes patients during the COVID-19 pandemic: changes in healthcare utilization patterns.

Corinne Rijpkema, Lotte Ramerman, Lilian Peters, Jean Muris, Tim Olde Hartman, Maarten Homburg, Isabelle Bos, Robert Verheij

Abstract read
In one paragraph

Article in Frontiers in medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Corinne RijpkemaHealth Data and Learning Health Systems, Nivel Netherlands Institute for Health Services Research, Utrecht, Netherlands.
Lotte RamermanHealth Data and Learning Health Systems, Nivel Netherlands Institute for Health Services Research, Utrecht, Netherlands.
Lilian PetersDepartment of Primary and Long-Term Care, University Medical Centre Groningen, University of Groningen, Groningen, Netherlands.
Jean MurisDepartment of Family Medicine, CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, Netherlands.
Tim Olde HartmanDepartment of Primary and Community Care, Radboud University Nijmegen Medical Centre, Radboud Institute of Health Sciences, Nijmegen, Netherlands.
Maarten HomburgDepartment of Primary and Long-Term Care, University Medical Centre Groningen, University of Groningen, Groningen, Netherlands.
Isabelle BosHealth Data and Learning Health Systems, Nivel Netherlands Institute for Health Services Research, Utrecht, Netherlands.
Robert VerheijHealth Data and Learning Health Systems, Nivel Netherlands Institute for Health Services Research, Utrecht, Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: 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. Methods: 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). Results: 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. Conclusion: 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.

Indexed as

COVID-19diabetes mellitus type 2electronic health recordsgeneral practicehospital caresecondary prevention

Identifiers

PMID40568212
PMCPMC12187798

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.