Validity of hospital discharge records to identify pregestational diabetes in an Italian population

被引:4
作者
Borsari, Lucia [1 ]
Malagoli, Carlotta [1 ]
Ballotari, Paola [2 ,3 ]
De Girolamo, Gianfranco [4 ]
Bonora, Karin [4 ]
Violi, Federica [1 ]
Capelli, Oreste [4 ]
Rodolfi, Rossella [2 ]
Nicolini, Fausto [2 ]
Vinceti, Marco [1 ]
机构
[1] Univ Modena & Reggio Emilia, Dipartimento Sci Biomed Metab & Neurosci, Sez Sanita Pubbl, Modena, Italy
[2] Azienda Unita Sanit Locale Reggio Emilia, Reggio Emilia, Italy
[3] Arcispedale Santa Maria Nuova IRCCS, Reggio Emilia, Italy
[4] Azienda Unita Sanit Locale Modena, Modena, Italy
关键词
Pregestational diabetes; Pregnancy; Routinely collected data; Registers; PREGNANCY; PREVALENCE; OUTCOMES; TRENDS; WOMEN; MISCLASSIFICATION; IDENTIFICATION; CLASSIFICATION; MISDIAGNOSIS; PERFORMANCE;
D O I
10.1016/j.diabres.2016.11.023
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Aims: In recent years, the prevalence of pregestational diabetes (PGDM) and the concern about the possibility of adverse pregnancy outcomes in affected women have been increasing. Routinely collected health data represent a timely and cost-efficient approach in PGDM epidemiological research. This study aims to evaluate the reliability of hospital discharge ( HD) coding to identify a population-based cohort of pregnant women with PGDM and to assess trends in prevalence in two provinces of Northern Italy. Methods: We selected all deliveries occurred in the period 1997-2010 with ICD-9-CM codes for PGDM in HD record and we matched up to 5 controls from mothers without diabetes. We used Diabetes Registers (DRs) as the gold standard for validation analysis. Results: We selected 3800 women, 653 with diabetes and 3147 without diabetes. The agreement between HD records and DRs was 90.7%, with K = 0.58. We detected 350 false positives and only 1 false negative. Sensitivity was 99.3%, specificity 90.0%, positive predictive value 46.4% and negative predictive value 99.9%. Of the false positives, 48.6% had gestational diabetes and 2.3% impaired glucose tolerance. After the validation process, PGDM prevalence decreased from 4.4 to 2.0 per 1000 deliveries. Conclusions: Our results show that HD facilitate detection of almost all PGDM cases, but they also include a large number of false positives, mainly due to gestational diabetes. This misclassification causes a large overestimation of PGMD prevalence. Our findings require accuracy evaluation of ICD-9-CM codes, before they can be widely applied to epidemiological research and public health surveillance related to PGDM. (C) 2016 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:106 / 111
页数:6
相关论文
共 36 条
[1]   Diabetes Trends Among Delivery Hospitalizations in the US, 1994-2004 [J].
Albrecht, Sandra S. ;
Kuklina, Elena V. ;
Bansil, Pooja ;
Jamieson, Denise ;
Whiteman, Maura K. ;
Kourtis, Athena P. ;
Posner, Samuel F. ;
Callaghan, William M. .
DIABETES CARE, 2010, 33 (04) :768-773
[2]  
Allen VM, 2012, CHRON DIS INJ CAN, V32, P113
[3]  
Amer Diabet Assoc, 2018, DIABETES CARE, V41, pS13, DOI [10.2337/dc19-S002, 10.2337/dc18-S002, 10.2337/dc09-S062, 10.2337/dc12-S064]
[4]  
[Anonymous], 2010, DIABETES CARE JUN
[5]   Differences in diabetes prevalence and inequalities in disease management and glycaemic control by immigrant status: a population-based study (Italy) [J].
Ballotari, Paola ;
Caroli, Stefania ;
Ferrari, Francesca ;
Romani, Gabriele ;
Marina, Greci ;
Chiarenza, Antonio ;
Manicardi, Valeria ;
Rossi, Paolo Giorgi .
BMC PUBLIC HEALTH, 2015, 15
[6]   Building a population-based diabetes register: An Italian experience [J].
Ballotari, Paola ;
Ranieri, Sofia Chiatamone ;
Vicentini, Massimo ;
Caroli, Stefania ;
Gardini, Andrea ;
Rodolfi, Rossella ;
Crucco, Roberto ;
Greci, Marina ;
Manicardi, Valeria ;
Rossi, Paolo Giorgi .
DIABETES RESEARCH AND CLINICAL PRACTICE, 2014, 103 (01) :79-87
[7]   Maternal and Fetal Outcome in Women with Type 2 Versus Type 1 Diabetes Mellitus: A Systematic Review and Metaanalysis [J].
Balsells, Montserrat ;
Garcia-Patterson, A. ;
Gich, I. ;
Corcoy, R. .
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2009, 94 (11) :4284-4291
[8]   The accuracy of population health data for monitoring trends and outcomes among women with diabetes in pregnancy [J].
Bell, Jane C. ;
Ford, Jane B. ;
Cameron, Carolyn A. ;
Roberts, Christine L. .
DIABETES RESEARCH AND CLINICAL PRACTICE, 2008, 81 (01) :105-109
[9]   Trends in prevalence and outcomes of pregnancy in women with pre-existing type I and type II diabetes [J].
Bell, R. ;
Bailey, K. ;
Cresswell, T. ;
Hawthorne, G. ;
Critchley, J. ;
Lewis-Barned, N. .
BJOG-AN INTERNATIONAL JOURNAL OF OBSTETRICS AND GYNAECOLOGY, 2008, 115 (04) :445-452
[10]   Development and use of reporting guidelines for assessing the quality of validation studies of health administrative data [J].
Benchimol, Eric I. ;
Manuel, Douglas G. ;
To, Teresa ;
Griffiths, Anne M. ;
Rabeneck, Linda ;
Guttmann, Astrid .
JOURNAL OF CLINICAL EPIDEMIOLOGY, 2011, 64 (08) :821-829