Are severe hypoglycemic episodes in diabetes correctly identified by administrative data? Evidence of underreporting from the HYPOTHESIS study
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Claims data are often inherently prone to underrepresenting hypoglycaemia as only ICD-9-CM/ICD-10-CM codes associated with a healthcare encounter are captured.
“Furthermore, claims data are often inherently prone to underrepresenting hypoglycaemia as only ICD-9-CM/ICD-10-CM codes associated with a healthcare encounter are captured.19,25,31”
From Early hypoglycaemia and adherence after basal insulin initiation in a nationally representative sample of Medicare beneficiaries with type 2 diabetes (2019) · cites this paper as [31]
Cites
Hsu, P., Sung, S., Cheng, H., Yeh, J. S., Liu, W., Chan, W., Chen, C., Chou, P., & Chuang, S. (2012) · Diabetes Care · doi:10.2337/dc12-0916 · Cited by 247 · see citing works
Glycemic Goals in Diabetes: Trade-off Between Glycemic Control and Iatrogenic Hypoglycemia
Cryer, P. E. (2014) · Diabetes · doi:10.2337/db14-0059 · Cited by 233 · see citing works
Costs associated with emergency care and hospitalization for severe hypoglycemia
Veronese, G., Marchesini, G., Forlani, G., Saragoni, S., Esposti, L. D., Centis, E., & Fabbri, A. (2016) · Nutrition Metabolism and Cardiovascular Diseases · doi:10.1016/j.numecd.2016.01.007 · Cited by 55 · see citing works
Self-citationLombardo, F. L., Maggini, M., Gruden, G., & Bruno, G. (2013) · PLoS ONE · doi:10.1371/journal.pone.0063675 · Cited by 50 · see citing works
The management of severe hypoglycemia by the emergency system: The HYPOTHESIS study
Marchesini, G., Veronese, G., Forlani, G., Forlani, G., Ricciardi, L. M., & Fabbri, A. (2014) · Nutrition Metabolism and Cardiovascular Diseases · doi:10.1016/j.numecd.2014.05.012 · Cited by 37 · see citing works
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The burden of severe hypoglycemia in type 1 diabetes
Liu, J., Wang, R., Ganz, M. L., Paprocki, Y., Schneider, D., & Weatherall, J. (2017) · Current Medical Research and Opinion · doi:10.1080/03007995.2017.1391079 · Cited by 44 · see citing works
“The degree to which these cost estimates are biased may also vary by patient characteristics if, as Veronese et al.24 have shown using Italian data, under-reporting is related to disease severity.”
BackgroundThe burden of severe hypoglycemia in type 2 diabetes
Liu, J., Wang, R., Ganz, M. L., Paprocki, Y., Schneider, D., & Weatherall, J. (2017) · Current Medical Research and Opinion · doi:10.1080/03007995.2017.1391080 · Cited by 27 · see citing works
Intranasal glucagon for hypoglycaemia in diabetic patients. An old dream is becoming reality?
Pontiroli, A. E., & Ceriani, V. (2018) · Diabetes Obesity and Metabolism · doi:10.1111/dom.13317 · Cited by 21 · see citing works
Li, P., Geng, Z., Ladage, V. P., Wu, J., Lorincz, I., & Doshi, J. A. (2019) · Diabetes, Obesity and Metabolism · doi:10.1111/dom.13832 · Cited by 13 · see citing works
“Furthermore, claims data are often inherently prone to underrepresenting hypoglycaemia as only ICD-9-CM/ICD-10-CM codes associated with a healthcare encounter are captured.(19,25,31) In addition, this was an TABLE 1 (Continued)”
BackgroundTang, Y., Liu, J., Hannachi, H., Engel, S. S., Ganz, M. L., & Rajpathak, S. N. (2018) · Diabetes Therapy · doi:10.1007/s13300-018-0512-3 · Cited by 3 · see citing works
“have shown using Italian data [40], underreporting is related to disease severity.”
MethodHypoglycemic episodes in hospitalized people with diabetes in Portugal: the HIPOS-WARD study
Alão, S., Conceição, J., Dores, J. M., Santos, L. D. C., Araujo, F. P., de Pape, E. A., Reis, M., Chipepo, Á., Nascimento, E., Baptista, A., et al. (2021) · Clinical Diabetes and Endocrinology · doi:10.1186/s40842-020-00114-3 · Cited by 4 · see citing works
Mazzi, S., Ravasio, R., Forlani, G., Veronese, G., Fabbri, A., & Marchesini, G. (2017) · ClinicoEconomics and Outcomes Research · doi:10.2147/ceor.s148368 · Cited by 4 · see citing works
“In particular, the use of real-world data and an ad hoc observational database is likely to reduce the risk of missing hypoglycemic events, rarely identified by ICD codes at discharge.(21)”
Self-citation
- Authors
- The Italian Society of Emergency Medicine (SIMEU), Veronese, G., Marchesini, G., Forlani, G., & Fabbri, A.
- Affiliations
- University of Bologna (IT)
- Azienda Socio Sanitaria Territoriale Grande Ospedale Metropolitano Niguarda (IT)
- Ospedale G.B. Morgagni - L.Pierantoni (IT)
- Corresponding author
- Veronese, G.
- Venue
- Acta Diabetologica
- Published
- 2016-02-15
- Volume
- 53
- Issue
- 4
- Pages
- 677-680
- ISSN
- 0940-5429 (ISSN-L)
- 1432-5233
- OpenAlex
- W2274212682
- Cited by
- 7
- References
- 5
- Citations by year
- 2021: 1 · 2019: 1 · 2018: 2 · 2017: 3
- FWCI
- 2.00
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Acta Diabetologica (publishedVersion)
- PubMed (publishedVersion)
- Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna) (submittedVersion)
- Funders
- Eli Lilly and Company
- Sanofi
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Health Sciences › Health Professions › Health Information Management › Medical Coding and Health Information
- Health Sciences › Health Professions › Emergency Medical Services › Patient Safety and Medication Errors
- Keywords
- severe hypoglycemia, diabetes mellitus, administrative data, underreporting
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