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Variation in hypoglycemia ascertainment and report in type 2 diabetes observational studies: a meta-epidemiological study
INTRODUCTION: Observational studies constitute an important evidence base for hypoglycemia in diabetes management. This requires consistent and reliable ascertainment and reporting methodology, particularly in studies of type 2 diabetes where hypoglycemia risk is heterogeneous. Therefore, we aimed t...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BMJ Publishing Group
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8070868/ https://www.ncbi.nlm.nih.gov/pubmed/33888541 http://dx.doi.org/10.1136/bmjdrc-2020-001906 |
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author | Rodríguez-Gutiérrez, René Salcido-Montenegro, Alejandro González-González, José Gerardo McCoy, Rozalina G |
author_facet | Rodríguez-Gutiérrez, René Salcido-Montenegro, Alejandro González-González, José Gerardo McCoy, Rozalina G |
author_sort | Rodríguez-Gutiérrez, René |
collection | PubMed |
description | INTRODUCTION: Observational studies constitute an important evidence base for hypoglycemia in diabetes management. This requires consistent and reliable ascertainment and reporting methodology, particularly in studies of type 2 diabetes where hypoglycemia risk is heterogeneous. Therefore, we aimed to examine the definitions of hypoglycemia used by observational studies of patients with type 2 diabetes. RESEARCH DESIGN AND METHODS: We conducted a meta-epidemiological review of observational studies reporting on hypoglycemia or evaluating glucose-lowering medications in adults with type 2 diabetes. MEDLINE and Google Scholar were searched from January 1970 to May 2018. The definitions of non-severe, severe and nocturnal hypoglycemia were examined. RESULTS: We reviewed 243 studies: 47.7% reported on non-severe hypoglycemia, 77.8% on severe hypoglycemia and 16.9% on nocturnal hypoglycemia; 5.8% did not specify. Among 116 studies reporting non-severe hypoglycemia, 18.1% provided no definition, 23.3% used glucose values, 38.8% relied on patient-reported symptoms, 17.2% accepted either glucose values or patient-reported symptoms and 2.6% relied on International Classification of Disease (ICD) codes. Among 189 studies reporting severe hypoglycemia, 11.1% provided no definition, 53.4% required symptoms needing assistance, 3.7% relied on glucose values, 14.8% relied on ICD codes, 2.6% relied on ICD codes or glucose values and 15.9% required both symptoms needing assistance and glucose values. Overall, 38.2% of non-severe and 67.7% of severe hypoglycemia definitions were consistent with the International Hypoglycemia Study Group. CONCLUSIONS: The marked heterogeneity in how hypoglycemia is defined in observational studies may contribute to the inadequate understanding and correction of hypoglycemia risk factors among patients with type 2 diabetes. |
format | Online Article Text |
id | pubmed-8070868 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-80708682021-05-11 Variation in hypoglycemia ascertainment and report in type 2 diabetes observational studies: a meta-epidemiological study Rodríguez-Gutiérrez, René Salcido-Montenegro, Alejandro González-González, José Gerardo McCoy, Rozalina G BMJ Open Diabetes Res Care Epidemiology/Health services research INTRODUCTION: Observational studies constitute an important evidence base for hypoglycemia in diabetes management. This requires consistent and reliable ascertainment and reporting methodology, particularly in studies of type 2 diabetes where hypoglycemia risk is heterogeneous. Therefore, we aimed to examine the definitions of hypoglycemia used by observational studies of patients with type 2 diabetes. RESEARCH DESIGN AND METHODS: We conducted a meta-epidemiological review of observational studies reporting on hypoglycemia or evaluating glucose-lowering medications in adults with type 2 diabetes. MEDLINE and Google Scholar were searched from January 1970 to May 2018. The definitions of non-severe, severe and nocturnal hypoglycemia were examined. RESULTS: We reviewed 243 studies: 47.7% reported on non-severe hypoglycemia, 77.8% on severe hypoglycemia and 16.9% on nocturnal hypoglycemia; 5.8% did not specify. Among 116 studies reporting non-severe hypoglycemia, 18.1% provided no definition, 23.3% used glucose values, 38.8% relied on patient-reported symptoms, 17.2% accepted either glucose values or patient-reported symptoms and 2.6% relied on International Classification of Disease (ICD) codes. Among 189 studies reporting severe hypoglycemia, 11.1% provided no definition, 53.4% required symptoms needing assistance, 3.7% relied on glucose values, 14.8% relied on ICD codes, 2.6% relied on ICD codes or glucose values and 15.9% required both symptoms needing assistance and glucose values. Overall, 38.2% of non-severe and 67.7% of severe hypoglycemia definitions were consistent with the International Hypoglycemia Study Group. CONCLUSIONS: The marked heterogeneity in how hypoglycemia is defined in observational studies may contribute to the inadequate understanding and correction of hypoglycemia risk factors among patients with type 2 diabetes. BMJ Publishing Group 2021-04-22 /pmc/articles/PMC8070868/ /pubmed/33888541 http://dx.doi.org/10.1136/bmjdrc-2020-001906 Text en © Author(s) (or their employer(s)) 2021. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/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/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Epidemiology/Health services research Rodríguez-Gutiérrez, René Salcido-Montenegro, Alejandro González-González, José Gerardo McCoy, Rozalina G Variation in hypoglycemia ascertainment and report in type 2 diabetes observational studies: a meta-epidemiological study |
title | Variation in hypoglycemia ascertainment and report in type 2 diabetes observational studies: a meta-epidemiological study |
title_full | Variation in hypoglycemia ascertainment and report in type 2 diabetes observational studies: a meta-epidemiological study |
title_fullStr | Variation in hypoglycemia ascertainment and report in type 2 diabetes observational studies: a meta-epidemiological study |
title_full_unstemmed | Variation in hypoglycemia ascertainment and report in type 2 diabetes observational studies: a meta-epidemiological study |
title_short | Variation in hypoglycemia ascertainment and report in type 2 diabetes observational studies: a meta-epidemiological study |
title_sort | variation in hypoglycemia ascertainment and report in type 2 diabetes observational studies: a meta-epidemiological study |
topic | Epidemiology/Health services research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8070868/ https://www.ncbi.nlm.nih.gov/pubmed/33888541 http://dx.doi.org/10.1136/bmjdrc-2020-001906 |
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