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...

Full description

Saved in:
Bibliographic Details
Published inFrontiers in medicine Vol. 12; p. 1490175
Main Authors Rijpkema, Corinne, Ramerman, Lotte, Peters, Lilian, Muris, Jean, Olde Hartman, Tim, Homburg, Maarten, Bos, Isabelle, Verheij, Robert
Format Journal Article
LanguageEnglish
Published Switzerland Frontiers Media S.A 11.06.2025
Subjects
Online AccessGet full text

Cover

Loading…
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.
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
AuthorAffiliation_xml – name: 3 Department of Primary and Long-Term Care, University Medical Centre Groningen, University of Groningen , Groningen , Netherlands
– name: 4 Midwifery Science, AVAG, Amsterdam Public Health, Amsterdam University Medical Centre, Vrije Universiteit Amsterdam , Amsterdam , Netherlands
– name: 1 Health Data and Learning Health Systems, Nivel Netherlands Institute for Health Services Research , Utrecht , Netherlands
– name: 5 Department of Family Medicine, CAPHRI Care and Public Health Research Institute, Maastricht University , Maastricht , Netherlands
– name: 7 National Health Care Institute , Diemen , Netherlands
– name: 2 Tilburg School of Social and Behavioral Sciences, Tilburg University , Tilburg , Netherlands
– name: 6 Department of Primary and Community Care, Radboud University Nijmegen Medical Centre, Radboud Institute of Health Sciences , Nijmegen , Netherlands
Author_xml – sequence: 1
  givenname: Corinne
  surname: Rijpkema
  fullname: Rijpkema, Corinne
– sequence: 2
  givenname: Lotte
  surname: Ramerman
  fullname: Ramerman, Lotte
– sequence: 3
  givenname: Lilian
  surname: Peters
  fullname: Peters, Lilian
– sequence: 4
  givenname: Jean
  surname: Muris
  fullname: Muris, Jean
– sequence: 5
  givenname: Tim
  surname: Olde Hartman
  fullname: Olde Hartman, Tim
– sequence: 6
  givenname: Maarten
  surname: Homburg
  fullname: Homburg, Maarten
– sequence: 7
  givenname: Isabelle
  surname: Bos
  fullname: Bos, Isabelle
– sequence: 8
  givenname: Robert
  surname: Verheij
  fullname: Verheij, Robert
BackLink https://www.ncbi.nlm.nih.gov/pubmed/40568212$$D View this record in MEDLINE/PubMed
BookMark eNpVkk1v1DAQhiNUREvpD-CCfOSyiz8SJ-GC0JaPlSr1AoibNXHGiavEXmxvUfs7-ME47FK1J1ueR8_IM-_L4sR5h0XxmtG1EE37zszYrznl1ZqVLWV19aw447yVq6Zqfp48up8WFzHeUEqZ4FXJxIvitKSVbDjjZ8WfS__bRXtv3UD0GLyzmvQ2IkQkMzgYcEaXyC74IcAcifGBpLsdEp4x6DBhJDtINkOR9PuweNKIZHP9Y3u5Ym0uuh5nq99nPbgh49aREWFKo4aAZJ_sZO-zwbtFlDC4-Kp4bmCKeHE8z4vvnz9923xdXV1_2W4-Xq10yWlaQW8qU8rOSNSc1Vp0XcW0lEJjX1NTdVTKPBldtpxLWTcy_54K0RpssaJGiPNie_D2Hm7ULtgZwp3yYNW_Bx8GBSFZPaGqOdC2rIGZrswtZWMkQC-buq5a2mnIrg8H127f5c3oPJAA0xPp04qzoxr8rWKcZUvbZMPboyH4X3uMSc02apwmcOj3UQnOSy4FEzKjbx43e-jyf68ZYAdABx9jQPOAMKqW-KglPmqJjzrGR_wFkRi6_Q
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
ContentType Journal Article
Copyright Copyright © 2025 Rijpkema, Ramerman, Peters, Muris, Olde Hartman, Homburg, Bos and Verheij.
Copyright © 2025 Rijpkema, Ramerman, Peters, Muris, Olde Hartman, Homburg, Bos and Verheij. 2025 Rijpkema, Ramerman, Peters, Muris, Olde Hartman, Homburg, Bos and Verheij
Copyright_xml – notice: Copyright © 2025 Rijpkema, Ramerman, Peters, Muris, Olde Hartman, Homburg, Bos and Verheij.
– notice: Copyright © 2025 Rijpkema, Ramerman, Peters, Muris, Olde Hartman, Homburg, Bos and Verheij. 2025 Rijpkema, Ramerman, Peters, Muris, Olde Hartman, Homburg, Bos and Verheij
DBID AAYXX
CITATION
NPM
7X8
5PM
DOA
DOI 10.3389/fmed.2025.1490175
DatabaseTitle CrossRef
PubMed
MEDLINE - Academic
DatabaseTitleList MEDLINE - Academic

PubMed
Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
DeliveryMethod fulltext_linktorsrc
Discipline Medicine
EISSN 2296-858X
ExternalDocumentID oai_doaj_org_article_72a0947a1fb446b68f6aad6877590bca
PMC12187798
40568212
10_3389_fmed_2025_1490175
Genre Journal Article
GroupedDBID 53G
5VS
9T4
AAFWJ
AAYXX
ACGFS
ACXDI
ADBBV
ADRAZ
AFPKN
ALMA_UNASSIGNED_HOLDINGS
AOIJS
BAWUL
BCNDV
CITATION
DIK
GROUPED_DOAJ
HYE
KQ8
M~E
OK1
PGMZT
RPM
IPNFZ
M48
NPM
RIG
7X8
5PM
ID FETCH-LOGICAL-c420t-adf5f46bf6ec217c3bb51c663ced70f5b066901c4922667865410339fe9e50f33
IEDL.DBID DOA
ISSN 2296-858X
IngestDate Wed Aug 27 01:27:32 EDT 2025
Thu Aug 21 18:32:30 EDT 2025
Thu Jun 26 17:31:16 EDT 2025
Sat Jun 28 01:34:22 EDT 2025
Thu Jul 03 08:41:12 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Keywords COVID-19
secondary prevention
electronic health records
diabetes mellitus type 2
hospital care
general practice
Language English
License Copyright © 2025 Rijpkema, Ramerman, Peters, Muris, Olde Hartman, Homburg, Bos and Verheij.
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c420t-adf5f46bf6ec217c3bb51c663ced70f5b066901c4922667865410339fe9e50f33
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
Edited by: I-Shiang Tzeng, National Taipei University, Taiwan
Saima Zaki, Sharda University, India
Reviewed by: Dinara Yessimova, Technical University of Berlin, Germany
OpenAccessLink https://doaj.org/article/72a0947a1fb446b68f6aad6877590bca
PMID 40568212
PQID 3224263136
PQPubID 23479
ParticipantIDs doaj_primary_oai_doaj_org_article_72a0947a1fb446b68f6aad6877590bca
pubmedcentral_primary_oai_pubmedcentral_nih_gov_12187798
proquest_miscellaneous_3224263136
pubmed_primary_40568212
crossref_primary_10_3389_fmed_2025_1490175
PublicationCentury 2000
PublicationDate 2025-06-11
PublicationDateYYYYMMDD 2025-06-11
PublicationDate_xml – month: 06
  year: 2025
  text: 2025-06-11
  day: 11
PublicationDecade 2020
PublicationPlace Switzerland
PublicationPlace_xml – name: Switzerland
PublicationTitle Frontiers in medicine
PublicationTitleAlternate Front Med (Lausanne)
PublicationYear 2025
Publisher Frontiers Media S.A
Publisher_xml – name: Frontiers Media S.A
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).
SSID ssj0001325413
Score 2.2943614
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...
SourceID doaj
pubmedcentral
proquest
pubmed
crossref
SourceType Open Website
Open Access Repository
Aggregation Database
Index Database
StartPage 1490175
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
URI https://www.ncbi.nlm.nih.gov/pubmed/40568212
https://www.proquest.com/docview/3224263136
https://pubmed.ncbi.nlm.nih.gov/PMC12187798
https://doaj.org/article/72a0947a1fb446b68f6aad6877590bca
Volume 12
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1Nb9QwELVQD4gL4pvwpUHihBQRx3E-uEFLVZAKF4p6s2zHVleCFJHthd_BD-ZN7F3tIiQuXJ0oseZNMm_G42chXtRRSjU2rmx05ZGgNLZ0Pb4rbviWthmV9rw5-fRje3LWfDjX5ztHfXFPWJIHToZ71dUWGUhnZXTIXFzbx9base27Tg-V8ws1QszbSaaW6opC4iNVWsZEFjYApsDCoLXGvwExkPsKdwLRotf_N5L5Z6_kTvA5viVuZtZIb9Jsb4trYbojrp_mdfG74tcRF4lXPxGHyCe5W8pLL_Rt2-BCuRlrJjBV4uIr1bQpvlJWWJ0p7VwkMEM6_PTl_VEpB1ycljb615R2Cs-0muhi2ztGcN-veUcnP4irjPM9cXb87vPhSZnPWyh9U1fr0o5RR9g4tsEjU_HKOS09KIkPY1dF7UBPYDrfDOBsCHJ8hHil1BDDEHQVlbovDqbLKTwUhCHplbd9kK7xo7MjwI8B97QdfMEX4uXG-OZ7ktUwSEcYKcNIGUbKZKQK8Zbh2d7IitjLAPzEZD8x__KTQjzfgGvwBfGyiJ3C5dVs8Etj1Xqp2kI8SGBvXwU62_aI7oXo99xgby77V6bVxaLSLUGeum7oH_2P2T8WN9gi3KMm5RNxsP5xFZ6CDa3ds8XxfwODwgxc
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Downsizing+chronic+disease+management+programs+for+type+2+diabetes+patients+during+the+COVID-19+pandemic%3A+changes+in+healthcare+utilization+patterns&rft.jtitle=Frontiers+in+medicine&rft.au=Rijpkema%2C+Corinne&rft.au=Ramerman%2C+Lotte&rft.au=Peters%2C+Lilian&rft.au=Muris%2C+Jean&rft.date=2025-06-11&rft.issn=2296-858X&rft.eissn=2296-858X&rft.volume=12&rft.spage=1490175&rft_id=info:doi/10.3389%2Ffmed.2025.1490175&rft.externalDBID=NO_FULL_TEXT
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2296-858X&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2296-858X&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2296-858X&client=summon