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Association between full monitoring of biomedical and lifestyle target indicators and HbA(1c) level in primary type 2 diabetes care: an observational cohort study (ELZHA-cohort 1)
OBJECTIVE: Management of type 2 diabetes mellitus (T2DM) requires frequent monitoring of patients. Within a collective care group setting, doubts on the clinical effects of registration are a barrier for full adoption of T2DM registration in general practice. We explored whether full monitoring of b...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6429872/ https://www.ncbi.nlm.nih.gov/pubmed/30867205 http://dx.doi.org/10.1136/bmjopen-2018-027208 |
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author | van Bruggen, Sytske Rauh, Simone P Kasteleyn, Marise J Bonten, Tobias N Chavannes, Niels H Numans, Mattijs E |
author_facet | van Bruggen, Sytske Rauh, Simone P Kasteleyn, Marise J Bonten, Tobias N Chavannes, Niels H Numans, Mattijs E |
author_sort | van Bruggen, Sytske |
collection | PubMed |
description | OBJECTIVE: Management of type 2 diabetes mellitus (T2DM) requires frequent monitoring of patients. Within a collective care group setting, doubts on the clinical effects of registration are a barrier for full adoption of T2DM registration in general practice. We explored whether full monitoring of biomedical and lifestyle-related target indicators within a care group approach is associated with lower HbA(1c) levels. DESIGN: Observational, real-life cohort study. SETTING: Primary care data registry from the Hadoks (EerstelijnsZorggroepHaaglanden) care group. EXPOSURE: The care group provides general practitioners collectively with organisational support to facilitate structured T2DM primary care. Patients are offered quarterly medical and lifestyle-related consultation. MAIN OUTCOME MEASURE: Full monitoring of each target indicator in patients with T2DM which includes minimally one measure of HbA(1c) level, systolic blood pressure, LDL, BMI, smoking behaviour and physical exercise between January and December 2014; otherwise, patients were defined as ’incompletely monitored'. HbA(1c) levels of 8137 fully monitored and 3958 incompletely monitored patients were compared, adjusted for the confounders diabetes duration, age and gender. Since recommended HbA(1c) values depend on age, medication use and diabetes duration, analyses were stratified into three HbA(1c) profile groups. Linear multilevel analyses enabled adjustment for general practice. RESULTS: Compared with incompletely monitored patients, fully monitored patients had significantly lower HbA(1c) levels (95% CI) in the first (−2.03 [−2.53 to −1.52] mmol/mol) (−0.19% [−0.23% to −0.14%]), second (−3.36 [−5.28 to −1.43] mmol/mol) (−0.31% [−0.48% to −0.13%]) and third HbA(1c) profile group (−1.89 [−3.76 to −0.01] mmol/mol) (−0.17% [−0.34% to 0.00%]). CONCLUSIONS/INTERPRETATION: This study shows that in a care group setting, fully monitored patients had significantly lower HbA(1c) levels compared with incompletely monitored patients. Since this difference might have considerable clinical impact in terms of T2DM-related risks, this might help general practices in care group settings to overcome barriers on adequate registration and thus improve structured T2DM primary care. From population health management perspective, we recommend a systematic approach to adjust the structured care protocol for incompletely monitored subgroups. |
format | Online Article Text |
id | pubmed-6429872 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-64298722019-04-05 Association between full monitoring of biomedical and lifestyle target indicators and HbA(1c) level in primary type 2 diabetes care: an observational cohort study (ELZHA-cohort 1) van Bruggen, Sytske Rauh, Simone P Kasteleyn, Marise J Bonten, Tobias N Chavannes, Niels H Numans, Mattijs E BMJ Open Diabetes and Endocrinology OBJECTIVE: Management of type 2 diabetes mellitus (T2DM) requires frequent monitoring of patients. Within a collective care group setting, doubts on the clinical effects of registration are a barrier for full adoption of T2DM registration in general practice. We explored whether full monitoring of biomedical and lifestyle-related target indicators within a care group approach is associated with lower HbA(1c) levels. DESIGN: Observational, real-life cohort study. SETTING: Primary care data registry from the Hadoks (EerstelijnsZorggroepHaaglanden) care group. EXPOSURE: The care group provides general practitioners collectively with organisational support to facilitate structured T2DM primary care. Patients are offered quarterly medical and lifestyle-related consultation. MAIN OUTCOME MEASURE: Full monitoring of each target indicator in patients with T2DM which includes minimally one measure of HbA(1c) level, systolic blood pressure, LDL, BMI, smoking behaviour and physical exercise between January and December 2014; otherwise, patients were defined as ’incompletely monitored'. HbA(1c) levels of 8137 fully monitored and 3958 incompletely monitored patients were compared, adjusted for the confounders diabetes duration, age and gender. Since recommended HbA(1c) values depend on age, medication use and diabetes duration, analyses were stratified into three HbA(1c) profile groups. Linear multilevel analyses enabled adjustment for general practice. RESULTS: Compared with incompletely monitored patients, fully monitored patients had significantly lower HbA(1c) levels (95% CI) in the first (−2.03 [−2.53 to −1.52] mmol/mol) (−0.19% [−0.23% to −0.14%]), second (−3.36 [−5.28 to −1.43] mmol/mol) (−0.31% [−0.48% to −0.13%]) and third HbA(1c) profile group (−1.89 [−3.76 to −0.01] mmol/mol) (−0.17% [−0.34% to 0.00%]). CONCLUSIONS/INTERPRETATION: This study shows that in a care group setting, fully monitored patients had significantly lower HbA(1c) levels compared with incompletely monitored patients. Since this difference might have considerable clinical impact in terms of T2DM-related risks, this might help general practices in care group settings to overcome barriers on adequate registration and thus improve structured T2DM primary care. From population health management perspective, we recommend a systematic approach to adjust the structured care protocol for incompletely monitored subgroups. BMJ Publishing Group 2019-03-13 /pmc/articles/PMC6429872/ /pubmed/30867205 http://dx.doi.org/10.1136/bmjopen-2018-027208 Text en © Author(s) (or their employer(s)) 2019. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/. |
spellingShingle | Diabetes and Endocrinology van Bruggen, Sytske Rauh, Simone P Kasteleyn, Marise J Bonten, Tobias N Chavannes, Niels H Numans, Mattijs E Association between full monitoring of biomedical and lifestyle target indicators and HbA(1c) level in primary type 2 diabetes care: an observational cohort study (ELZHA-cohort 1) |
title | Association between full monitoring of biomedical and lifestyle target indicators and HbA(1c) level in primary type 2 diabetes care: an observational cohort study (ELZHA-cohort 1) |
title_full | Association between full monitoring of biomedical and lifestyle target indicators and HbA(1c) level in primary type 2 diabetes care: an observational cohort study (ELZHA-cohort 1) |
title_fullStr | Association between full monitoring of biomedical and lifestyle target indicators and HbA(1c) level in primary type 2 diabetes care: an observational cohort study (ELZHA-cohort 1) |
title_full_unstemmed | Association between full monitoring of biomedical and lifestyle target indicators and HbA(1c) level in primary type 2 diabetes care: an observational cohort study (ELZHA-cohort 1) |
title_short | Association between full monitoring of biomedical and lifestyle target indicators and HbA(1c) level in primary type 2 diabetes care: an observational cohort study (ELZHA-cohort 1) |
title_sort | association between full monitoring of biomedical and lifestyle target indicators and hba(1c) level in primary type 2 diabetes care: an observational cohort study (elzha-cohort 1) |
topic | Diabetes and Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6429872/ https://www.ncbi.nlm.nih.gov/pubmed/30867205 http://dx.doi.org/10.1136/bmjopen-2018-027208 |
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