Variability in the Control of Type 2 Diabetes in Primary Care and Its Association with Hospital Admissions for Vascular Events. The APNA Study.

Type 2 cohort diabetes mellitus healthcare disparities primary health care vascular diseases

Journal

Journal of clinical medicine
ISSN: 2077-0383
Titre abrégé: J Clin Med
Pays: Switzerland
ID NLM: 101606588

Informations de publication

Date de publication:
14 Dec 2021
Historique:
received: 15 11 2021
revised: 02 12 2021
accepted: 08 12 2021
entrez: 24 12 2021
pubmed: 25 12 2021
medline: 25 12 2021
Statut: epublish

Résumé

Type 2 diabetes (T2D) is associated with increased cardiovascular morbidity, mortality, and hospital admissions. This study aimed to analyze how the differences in delivered care (variability of glycosylated hemoglobin (HbA1c) achieved targets) affect hospital admissions for cardiovascular events (CVEs) in T2D patients. Methods: We analyzed the electronic records in primary care health centers at Navarra (Spain) and hospital admission for CVEs. We followed 26,435 patients with T2D from 2012 to 2016. The variables collected were age, sex, health center, general practitioner practice (GPP), and income. The clinical variables were diagnosis of T2D, weight, height, body mass index (BMI), blood pressure (BP), HbA1c, low-density lipoprotein cholesterol (LDL-C), smoking, and antecedents of CVEs. We calculated, in each GPP practice, the proportion of patients with HbA1c ≥ 9. A non-hierarchical K-means cluster analysis classified GPPs into two clusters according to the level of compliance with HbA1C ≥ 9% control indicators. We used logistic and Cox regressions. Results: T2D patients had a higher probability of admission for CVEs when they belonged to a GPP in the worst control cluster of HbA1C ≥ 9% (HR = 1.151; 95% CI, 1.032-1.284).

Identifiants

pubmed: 34945149
pii: jcm10245854
doi: 10.3390/jcm10245854
pmc: PMC8703537
pii:
doi:

Types de publication

Journal Article

Langues

eng

Subventions

Organisme : Fondazione Internazionale Menarini
ID : No number

Références

Semergen. 2015 Oct;41(7):354-61
pubmed: 25163908
Int J Clin Pract. 2012 Mar;66(3):289-98
pubmed: 22340449
J Clin Epidemiol. 1996 Dec;49(12):1429-33
pubmed: 8991959
BMJ Open. 2017 Jul 31;7(7):e015949
pubmed: 28760792
Am Heart J. 1988 Dec;116(6 Pt 2):1713-24
pubmed: 3202078
Diabetes Care. 2021 Jan;44(Suppl 1):S125-S150
pubmed: 33298421
J Diabetes Complications. 2019 Dec;33(12):107445
pubmed: 31668588
Rev Clin Esp. 2004 Jan;204(1):18-24
pubmed: 14746756
Endocrinol Nutr. 2014 Jan;61(1):11-7
pubmed: 24182687
N Engl J Med. 2018 Aug 16;379(7):633-644
pubmed: 30110583
Prim Care Diabetes. 2010 Dec;4(4):241-9
pubmed: 20869343
Public Health Rep. 2010 May-Jun;125(3):377-88
pubmed: 20433032
Prim Care Diabetes. 2021 Jun;15(3):495-501
pubmed: 33349599
Diabet Med. 2005 Aug;22(8):1047-53
pubmed: 16026371
Eur Psychiatry. 2014 Aug;29(6):358-64
pubmed: 24439514
Prim Care Diabetes. 2018 Feb;12(1):34-44
pubmed: 28732655
J Epidemiol Community Health. 2016 Jun;70(6):596-601
pubmed: 26681293
Diabetes Care. 2013 Nov;36(11):3388-95
pubmed: 23846810
Stroke. 2004 Aug;35(8):1941-5
pubmed: 15232123
Diabetes Care. 1993 Feb;16(2):434-44
pubmed: 8432214
Scand J Prim Health Care. 2018 Jun;36(2):170-179
pubmed: 29717939
Med Clin (Barc). 2005 Jul 2;125(5):166-72
pubmed: 16153356
Paediatr Perinat Epidemiol. 2018 May;32(3):281-286
pubmed: 29569366
Diabetes Care. 2013 Jan;36(1):49-55
pubmed: 22933434
BMC Public Health. 2018 Mar 27;18(1):408
pubmed: 29587788
Ann Intern Med. 2004 Sep 21;141(6):413-20
pubmed: 15381514
Obes Res Clin Pract. 2015 Sep-Oct;9(5):435-47
pubmed: 25979684
Diabetes Res Clin Pract. 2018 Apr;138:271-281
pubmed: 29496507
Diabetologia. 2012 Jan;55(1):88-93
pubmed: 21987347
Int J Epidemiol. 2016 Dec 1;45(6):1887-1894
pubmed: 28089956
Br J Gen Pract. 2001 May;51(466):356-60
pubmed: 11360698
Prim Care Diabetes. 2014 Dec;8(4):322-9
pubmed: 24613817
Diabetes Care. 2012 Apr;35(4):774-9
pubmed: 22344609
PLoS One. 2013 Aug 22;8(8):e71669
pubmed: 23990970
Circulation. 2019 May 7;139(19):2228-2237
pubmed: 30955347
Med Clin (Barc). 2010 Nov 6;135(13):600-7
pubmed: 19765772
Ann Am Thorac Soc. 2019 Jan;16(1):22-28
pubmed: 30230362
Int J Clin Pract. 2007 Jun;61(6):909-15
pubmed: 17504353
BMC Fam Pract. 2016 Oct 12;17(1):144
pubmed: 27729015
Diabetologia. 1991 Aug;34(8):584-9
pubmed: 1936662
J Intern Med. 2010 Nov;268(5):471-82
pubmed: 20804517
Methods Inf Med. 1993 Nov;32(5):382-7
pubmed: 8295545
Diabetes. 1997 Aug;46(8):1354-9
pubmed: 9231662
Diabetes Care. 2013 Aug;36(8):2271-9
pubmed: 23418368
Diabetes Care. 2008 Jan;31(1):81-6
pubmed: 17934153
J Diabetes Res. 2019 Sep 8;2019:2363292
pubmed: 31583247
Lancet. 2010 Jun 26;375(9733):2215-22
pubmed: 20609967
PLoS One. 2015 May 05;10(5):e0124829
pubmed: 25942435
Diabetologia. 2010 Dec;53(12):2509-17
pubmed: 20711717
Prim Care Diabetes. 2016 Oct;10(5):342-51
pubmed: 27483997
CMAJ Open. 2017 Jul 11;5(3):E557-E564
pubmed: 28701374
Am J Epidemiol. 2019 Oct 1;188(10):1764-1767
pubmed: 30869122
Diabet Med. 2018 Jul;35(7):929-936
pubmed: 29633347

Auteurs

Sara Guillen-Aguinaga (S)

Azpilagaña Health Center, Navarra Health Service, 31008 Pamplona, Navarra, Spain.
Department of Health Sciences, Public University of Navarra (UPNA), 31008 Pamplona, Navarra, Spain.

Luis Forga (L)

Department of Endocrinology, Hospital Universitario de Navarra, 31008 Pamplona, Navarra, Spain.
Instituto de Investigación Sanitaria de Navarra (IdiSNA), 31008 Pamplona, Navarra, Spain.

Antonio Brugos-Larumbe (A)

Department of Health Sciences, Public University of Navarra (UPNA), 31008 Pamplona, Navarra, Spain.

Francisco Guillen-Grima (F)

Department of Health Sciences, Public University of Navarra (UPNA), 31008 Pamplona, Navarra, Spain.
Instituto de Investigación Sanitaria de Navarra (IdiSNA), 31008 Pamplona, Navarra, Spain.
Clínica Universidad de Navarra, 31008 Pamplona, Navarra, Spain.
CIBER-OBN, Instituto de Salud Carlos III, 28029 Madrid, Spain.

Laura Guillen-Aguinaga (L)

Clínica Universidad de Navarra, 31008 Pamplona, Navarra, Spain.

Ines Aguinaga-Ontoso (I)

Department of Health Sciences, Public University of Navarra (UPNA), 31008 Pamplona, Navarra, Spain.
Instituto de Investigación Sanitaria de Navarra (IdiSNA), 31008 Pamplona, Navarra, Spain.

Classifications MeSH