Cargando…

Defining the Role of Medication Adherence in Poor Glycemic Control among a General Adult Population with Diabetes

AIMS: This study assesses the attributable impact of adherence to oral glucose medications as a risk factor for poor glycemic control in population subgroups of a large general population, using an objective medication adherence measure. METHODS: Using electronic health records data, adherence to di...

Descripción completa

Detalles Bibliográficos
Autores principales: Feldman, Becca S., Cohen-Stavi, Chandra J., Leibowitz, Morton, Hoshen, Moshe B., Singer, Shepherd R., Bitterman, Haim, Lieberman, Nicky, Balicer, Ran D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4178119/
https://www.ncbi.nlm.nih.gov/pubmed/25259843
http://dx.doi.org/10.1371/journal.pone.0108145
_version_ 1782336891350155264
author Feldman, Becca S.
Cohen-Stavi, Chandra J.
Leibowitz, Morton
Hoshen, Moshe B.
Singer, Shepherd R.
Bitterman, Haim
Lieberman, Nicky
Balicer, Ran D.
author_facet Feldman, Becca S.
Cohen-Stavi, Chandra J.
Leibowitz, Morton
Hoshen, Moshe B.
Singer, Shepherd R.
Bitterman, Haim
Lieberman, Nicky
Balicer, Ran D.
author_sort Feldman, Becca S.
collection PubMed
description AIMS: This study assesses the attributable impact of adherence to oral glucose medications as a risk factor for poor glycemic control in population subgroups of a large general population, using an objective medication adherence measure. METHODS: Using electronic health records data, adherence to diabetes medications over a two-year period was calculated by prescription-based Medication Possession Ratios for adults with diabetes diagnosed before January 1, 2010. Glycemic control was determined by the HbA1c test closest to the last drug prescription during 2010–2012. Poor control was defined as HbA1c>75 mmol/mol (9.0%). Medication adherence was categorized as “good” (>80%), “moderate” (50–80%), or “poor” (<50%). Logistic regression models assessed the role medication adherence plays in the association between disease duration, age, and poor glycemic control. We calculated the change in the attributable fraction of glucose control if the non-adherent diabetic medication population would become adherent by age-groups. RESULTS: Among 228,846 diabetes patients treated by oral antiglycemic medication, 46.4% had good, 28.8% had moderate, and 24.8% had poor adherence. Good adherence rates increased with increasing disease duration, while glycemic control became worse. There was a strong inverse association between adherence level and poor control (OR = 2.50; CI = 2.43–2.58), and adherence was a significant mediator between age and poor control. CONCLUSIONS: A large portion of the diabetes population is reported to have poor adherence to oral diabetes medications, which is strongly associated with poor glycemic control in all disease durations. While poor adherence does not mediate the poorer glycemic control seen in patients with longer-standing disease, it is a significant mediator of poor glycemic control among younger diabetes patients. A greater fraction of poorly controlled younger patients, compared to older patients, could be prevented if at least 80% adherence to their medications was achieved. Therefore, our results suggest that interventions to improve adherence should focus on this younger sub-group.
format Online
Article
Text
id pubmed-4178119
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-41781192014-10-02 Defining the Role of Medication Adherence in Poor Glycemic Control among a General Adult Population with Diabetes Feldman, Becca S. Cohen-Stavi, Chandra J. Leibowitz, Morton Hoshen, Moshe B. Singer, Shepherd R. Bitterman, Haim Lieberman, Nicky Balicer, Ran D. PLoS One Research Article AIMS: This study assesses the attributable impact of adherence to oral glucose medications as a risk factor for poor glycemic control in population subgroups of a large general population, using an objective medication adherence measure. METHODS: Using electronic health records data, adherence to diabetes medications over a two-year period was calculated by prescription-based Medication Possession Ratios for adults with diabetes diagnosed before January 1, 2010. Glycemic control was determined by the HbA1c test closest to the last drug prescription during 2010–2012. Poor control was defined as HbA1c>75 mmol/mol (9.0%). Medication adherence was categorized as “good” (>80%), “moderate” (50–80%), or “poor” (<50%). Logistic regression models assessed the role medication adherence plays in the association between disease duration, age, and poor glycemic control. We calculated the change in the attributable fraction of glucose control if the non-adherent diabetic medication population would become adherent by age-groups. RESULTS: Among 228,846 diabetes patients treated by oral antiglycemic medication, 46.4% had good, 28.8% had moderate, and 24.8% had poor adherence. Good adherence rates increased with increasing disease duration, while glycemic control became worse. There was a strong inverse association between adherence level and poor control (OR = 2.50; CI = 2.43–2.58), and adherence was a significant mediator between age and poor control. CONCLUSIONS: A large portion of the diabetes population is reported to have poor adherence to oral diabetes medications, which is strongly associated with poor glycemic control in all disease durations. While poor adherence does not mediate the poorer glycemic control seen in patients with longer-standing disease, it is a significant mediator of poor glycemic control among younger diabetes patients. A greater fraction of poorly controlled younger patients, compared to older patients, could be prevented if at least 80% adherence to their medications was achieved. Therefore, our results suggest that interventions to improve adherence should focus on this younger sub-group. Public Library of Science 2014-09-26 /pmc/articles/PMC4178119/ /pubmed/25259843 http://dx.doi.org/10.1371/journal.pone.0108145 Text en © 2014 Feldman et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Feldman, Becca S.
Cohen-Stavi, Chandra J.
Leibowitz, Morton
Hoshen, Moshe B.
Singer, Shepherd R.
Bitterman, Haim
Lieberman, Nicky
Balicer, Ran D.
Defining the Role of Medication Adherence in Poor Glycemic Control among a General Adult Population with Diabetes
title Defining the Role of Medication Adherence in Poor Glycemic Control among a General Adult Population with Diabetes
title_full Defining the Role of Medication Adherence in Poor Glycemic Control among a General Adult Population with Diabetes
title_fullStr Defining the Role of Medication Adherence in Poor Glycemic Control among a General Adult Population with Diabetes
title_full_unstemmed Defining the Role of Medication Adherence in Poor Glycemic Control among a General Adult Population with Diabetes
title_short Defining the Role of Medication Adherence in Poor Glycemic Control among a General Adult Population with Diabetes
title_sort defining the role of medication adherence in poor glycemic control among a general adult population with diabetes
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4178119/
https://www.ncbi.nlm.nih.gov/pubmed/25259843
http://dx.doi.org/10.1371/journal.pone.0108145
work_keys_str_mv AT feldmanbeccas definingtheroleofmedicationadherenceinpoorglycemiccontrolamongageneraladultpopulationwithdiabetes
AT cohenstavichandraj definingtheroleofmedicationadherenceinpoorglycemiccontrolamongageneraladultpopulationwithdiabetes
AT leibowitzmorton definingtheroleofmedicationadherenceinpoorglycemiccontrolamongageneraladultpopulationwithdiabetes
AT hoshenmosheb definingtheroleofmedicationadherenceinpoorglycemiccontrolamongageneraladultpopulationwithdiabetes
AT singershepherdr definingtheroleofmedicationadherenceinpoorglycemiccontrolamongageneraladultpopulationwithdiabetes
AT bittermanhaim definingtheroleofmedicationadherenceinpoorglycemiccontrolamongageneraladultpopulationwithdiabetes
AT liebermannicky definingtheroleofmedicationadherenceinpoorglycemiccontrolamongageneraladultpopulationwithdiabetes
AT balicerrand definingtheroleofmedicationadherenceinpoorglycemiccontrolamongageneraladultpopulationwithdiabetes