Skip to main content
Top
Published in: Journal of Neurology 2/2013

Open Access 01-02-2013 | Original Communication

How accurate is the reporting of stroke in hospital discharge data? A pilot validation study using a population-based stroke registry as control

Authors: Corine Aboa-Eboulé, Dominique Mengue, Eric Benzenine, Marc Hommel, Maurice Giroud, Yannick Béjot, Catherine Quantin

Published in: Journal of Neurology | Issue 2/2013

Login to get access

Abstract

Population-based stroke registries can provide valid stroke incidence because they ensure exhaustiveness of case ascertainment. However, their results are difficult to extrapolate because they cover a small population. The French Hospital Discharge Database (FHDDB), which routinely collects administrative data, could be a useful tool for providing data on the nationwide burden of stroke. The aim of our pilot study was to assess the validity of stroke diagnosis reported in the FHDDB. All records of patients with a diagnosis of stroke between 2004 and 2008 were retrieved from the FHDDB of Dijon Teaching Hospital. The Dijon Stroke Registry was considered as the gold standard. The sensitivity, positive predictive value (PPV), and weighted kappa were calculated. The Dijon Stroke Registry identified 811 patients with a stroke, among whom 186 were missed by the FHDDB and thus considered false-negatives. The FHDDB identified 903 patients discharged following a stroke including 625 true-positives confirmed by the registry and 278 false-positives. The overall sensitivity and PPV of the FHDDB for the diagnosis of stroke were, respectively, 77.1 % (95 % CI 74.2–80) and 69.2 % (95 % CI 66.1–72.2). For cardioembolic and lacunar strokes, the FHDDB yielded higher PPVs (respectively 86.7 and 84.6 %; p < 0.0001) than those of other stroke subtypes. The PPV but not sensitivity significantly increased over the years (p < 0.0001). Agreement with the stroke registry was moderate (kappa 52.8; 95 % CI 46.8–58.9). The FHDDB-based stroke diagnosis showed moderate validity compared with the Dijon Stroke Registry as the gold standard. However, its accuracy (PPV) increased with time and was higher for some stroke subtypes.
Literature
1.
go back to reference Raffe F, Jacquin A, Milleret O, Durier J, Sauze D, Peyron C, Osseby GV, Menassa M, Hervieu M, Pelissier F, Routhier P, Beis JN, Giroud M, Bejot Y (2011) Evaluation of the possible impact of a care network for stroke and transient ischemic attack on rates of recurrence. Eur Neurol 65:239–244PubMedCrossRef Raffe F, Jacquin A, Milleret O, Durier J, Sauze D, Peyron C, Osseby GV, Menassa M, Hervieu M, Pelissier F, Routhier P, Beis JN, Giroud M, Bejot Y (2011) Evaluation of the possible impact of a care network for stroke and transient ischemic attack on rates of recurrence. Eur Neurol 65:239–244PubMedCrossRef
2.
go back to reference Sudlow CL, Warlow CP (1996) Comparing stroke incidence worldwide: what makes studies comparable? Stroke 27:550–558PubMedCrossRef Sudlow CL, Warlow CP (1996) Comparing stroke incidence worldwide: what makes studies comparable? Stroke 27:550–558PubMedCrossRef
3.
go back to reference Group EW (2003) Coronary and cerebrovascular population-based registers in Europe: are morbidity indicators comparable? Results from the EUROCISS Project. Eur J Public Health 13:55–60 Group EW (2003) Coronary and cerebrovascular population-based registers in Europe: are morbidity indicators comparable? Results from the EUROCISS Project. Eur J Public Health 13:55–60
4.
go back to reference Sturgeon JD, Folsom AR (2007) Trends in hospitalization rate, hospital case fatality, and mortality rate of stroke by subtype in Minneapolis-St. Paul, 1980–2002. Neuroepidemiology 28:39–45PubMedCrossRef Sturgeon JD, Folsom AR (2007) Trends in hospitalization rate, hospital case fatality, and mortality rate of stroke by subtype in Minneapolis-St. Paul, 1980–2002. Neuroepidemiology 28:39–45PubMedCrossRef
5.
go back to reference Fang J, Alderman MH, Keenan NL, Croft JB (2007) Declining US stroke hospitalization since 1997: national Hospital Discharge Survey, 1988–2004. Neuroepidemiology 29:243–249PubMedCrossRef Fang J, Alderman MH, Keenan NL, Croft JB (2007) Declining US stroke hospitalization since 1997: national Hospital Discharge Survey, 1988–2004. Neuroepidemiology 29:243–249PubMedCrossRef
6.
go back to reference Mayo NE, Nadeau L, Daskalopoulou SS, Cote R (2007) The evolution of stroke in Quebec: a 15-year perspective. Neurology 68:1122–1127PubMedCrossRef Mayo NE, Nadeau L, Daskalopoulou SS, Cote R (2007) The evolution of stroke in Quebec: a 15-year perspective. Neurology 68:1122–1127PubMedCrossRef
7.
go back to reference Lakshminarayan K, Anderson DC, Jacobs DR Jr, Barber CA, Luepker RV (2009) Stroke rates: 1980–2000: the Minnesota Stroke Survey. Am J Epidemiol 169:1070–1078PubMedCrossRef Lakshminarayan K, Anderson DC, Jacobs DR Jr, Barber CA, Luepker RV (2009) Stroke rates: 1980–2000: the Minnesota Stroke Survey. Am J Epidemiol 169:1070–1078PubMedCrossRef
8.
go back to reference Agency for Information on Hospital Care/ATIH (2011) Le programme de médicalisation des systèmes d’information en médecine, chirurgie, obstétrique et odontologie. Présentation générale In: ATIH Agency for Information on Hospital Care/ATIH (2011) Le programme de médicalisation des systèmes d’information en médecine, chirurgie, obstétrique et odontologie. Présentation générale In: ATIH
9.
go back to reference Bejot Y, Rouaud O, Jacquin A, Osseby GV, Durier J, Manckoundia P, Pfitzenmeyer P, Moreau T, Giroud M (2010) Stroke in the very old: incidence, risk factors, clinical features, outcomes and access to resources–a 22-year population-based study. Cerebrovasc Dis 29:111–121PubMedCrossRef Bejot Y, Rouaud O, Jacquin A, Osseby GV, Durier J, Manckoundia P, Pfitzenmeyer P, Moreau T, Giroud M (2010) Stroke in the very old: incidence, risk factors, clinical features, outcomes and access to resources–a 22-year population-based study. Cerebrovasc Dis 29:111–121PubMedCrossRef
10.
go back to reference Leone MA, Gaviani P, Ciccone G (2006) Inter-coder agreement for ICD-9-CM coding of stroke. Neurol Sci 27:445–448PubMedCrossRef Leone MA, Gaviani P, Ciccone G (2006) Inter-coder agreement for ICD-9-CM coding of stroke. Neurol Sci 27:445–448PubMedCrossRef
11.
go back to reference Quantin C, Binquet C, Allaert FA, Cornet B, Pattisina R, Leteuff G, Ferdynus C, Gouyon JB (2005) Decision analysis for the assessment of a record linkage procedure: application to a perinatal network. Methods Inf Med 44:72–79PubMed Quantin C, Binquet C, Allaert FA, Cornet B, Pattisina R, Leteuff G, Ferdynus C, Gouyon JB (2005) Decision analysis for the assessment of a record linkage procedure: application to a perinatal network. Methods Inf Med 44:72–79PubMed
12.
go back to reference Quantin C, Bouzelat H, Allaert FA, Benhamiche AM, Faivre J, Dusserre L (1998) How to ensure data security of an epidemiological follow-up: quality assessment of an anonymous record linkage procedure. Int J Med Inform 49:117–122PubMedCrossRef Quantin C, Bouzelat H, Allaert FA, Benhamiche AM, Faivre J, Dusserre L (1998) How to ensure data security of an epidemiological follow-up: quality assessment of an anonymous record linkage procedure. Int J Med Inform 49:117–122PubMedCrossRef
13.
go back to reference Quantin C, Bouzelat H, Allaert FA, Benhamiche AM, Faivre J, Dusserre L (1998) Automatic record hash coding and linkage for epidemiological follow-up data confidentiality. Methods Inf Med 37:271–277PubMed Quantin C, Bouzelat H, Allaert FA, Benhamiche AM, Faivre J, Dusserre L (1998) Automatic record hash coding and linkage for epidemiological follow-up data confidentiality. Methods Inf Med 37:271–277PubMed
14.
go back to reference Altman DG (1991) Practical statistics for medical research. Chapman and hall, London Altman DG (1991) Practical statistics for medical research. Chapman and hall, London
15.
go back to reference Bejot Y, Aouba A, de Peretti C, Grimaud O, Aboa-Eboule C, Chin F, Woimant F, Jougla E, Giroud M (2010) Time trends in hospital-referred stroke and transient ischemic attack: results of a 7-year nationwide survey in France. Cerebrovasc Dis 30:346–354PubMedCrossRef Bejot Y, Aouba A, de Peretti C, Grimaud O, Aboa-Eboule C, Chin F, Woimant F, Jougla E, Giroud M (2010) Time trends in hospital-referred stroke and transient ischemic attack: results of a 7-year nationwide survey in France. Cerebrovasc Dis 30:346–354PubMedCrossRef
16.
go back to reference Fery-Lemonnier E (2009) La prévention et la prise en charge des accidents vasculaires cérébraux en France: Rapport à Madame la Ministre de la Santé et des Sports. In: Sports MdlSed (ed) Direction de l’Hospitalisation et de l’Organisation des Soins Paris, p 162 Fery-Lemonnier E (2009) La prévention et la prise en charge des accidents vasculaires cérébraux en France: Rapport à Madame la Ministre de la Santé et des Sports. In: Sports MdlSed (ed) Direction de l’Hospitalisation et de l’Organisation des Soins Paris, p 162
17.
go back to reference O’Malley KJ, Cook KF, Price MD, Wildes KR, Hurdle JF, Ashton CM (2005) Measuring diagnoses: ICD code accuracy. Health Serv Res 40:1620–1639PubMedCrossRef O’Malley KJ, Cook KF, Price MD, Wildes KR, Hurdle JF, Ashton CM (2005) Measuring diagnoses: ICD code accuracy. Health Serv Res 40:1620–1639PubMedCrossRef
18.
go back to reference Quantin C, Benzenine E, Hagi M, Auverlot B, Abrahamowicz M, Cottenet J, Fournier E, Binquet C, Compain D, Monnet E, Bouvier AM, Danzon A (2012) Estimation of national colorectal-cancer incidence using claims databases. J Cancer Epidemiol 2012:298369PubMed Quantin C, Benzenine E, Hagi M, Auverlot B, Abrahamowicz M, Cottenet J, Fournier E, Binquet C, Compain D, Monnet E, Bouvier AM, Danzon A (2012) Estimation of national colorectal-cancer incidence using claims databases. J Cancer Epidemiol 2012:298369PubMed
19.
go back to reference Quantin C, Benzenine E, Ferdynus C, Sediki M, Auverlot B, Abrahamowicz M, Morel P, Gouyon JB, Sagot P (2012) Advantages and limitations of using national administrative data on obstetric blood transfusions to estimate the frequency of obstetric hemorrhages. J Public Health (Oxf) (in press) Quantin C, Benzenine E, Ferdynus C, Sediki M, Auverlot B, Abrahamowicz M, Morel P, Gouyon JB, Sagot P (2012) Advantages and limitations of using national administrative data on obstetric blood transfusions to estimate the frequency of obstetric hemorrhages. J Public Health (Oxf) (in press)
20.
go back to reference Chantry AA, Deneux-Tharaux C, Cans C, Ego A, Quantin C, Bouvier-Colle MH, group Gs (2011) Hospital discharge data can be used for monitoring procedures and intensive care related to severe maternal morbidity. J Clin Epidemiol 64:1014–1022CrossRef Chantry AA, Deneux-Tharaux C, Cans C, Ego A, Quantin C, Bouvier-Colle MH, group Gs (2011) Hospital discharge data can be used for monitoring procedures and intensive care related to severe maternal morbidity. J Clin Epidemiol 64:1014–1022CrossRef
21.
go back to reference Leibson CL, Naessens JM, Brown RD, Whisnant JP (1994) Accuracy of hospital discharge abstracts for identifying stroke. Stroke 25:2348–2355PubMedCrossRef Leibson CL, Naessens JM, Brown RD, Whisnant JP (1994) Accuracy of hospital discharge abstracts for identifying stroke. Stroke 25:2348–2355PubMedCrossRef
22.
go back to reference Tirschwell DL, Longstreth WT Jr (2002) Validating administrative data in stroke research. Stroke 33:2465–2470PubMedCrossRef Tirschwell DL, Longstreth WT Jr (2002) Validating administrative data in stroke research. Stroke 33:2465–2470PubMedCrossRef
23.
go back to reference Tolonen H, Salomaa V, Torppa J, Sivenius J, Immonen-Raiha P, Lehtonen A, for the Fr (2007) The validation of the Finnish Hospital Discharge Register and Causes of Death Register data on stroke diagnoses. Eur J Cardiovasc Prev Rehabil 14:380–385PubMedCrossRef Tolonen H, Salomaa V, Torppa J, Sivenius J, Immonen-Raiha P, Lehtonen A, for the Fr (2007) The validation of the Finnish Hospital Discharge Register and Causes of Death Register data on stroke diagnoses. Eur J Cardiovasc Prev Rehabil 14:380–385PubMedCrossRef
24.
go back to reference Palmieri L, Barchielli A, Cesana G, de Campora E, Goldoni CA, Spolaore P, Uguccioni M, Vancheri F, Vanuzzo D, Ciccarelli P, Giampaoli S, Research Group of the Project ‘Italian National Register of C, Cerebrovascular E (2007) The Italian register of cardiovascular diseases: attack rates and case fatality for cerebrovascular events. Cerebrovasc Dis 24:530–539PubMedCrossRef Palmieri L, Barchielli A, Cesana G, de Campora E, Goldoni CA, Spolaore P, Uguccioni M, Vancheri F, Vanuzzo D, Ciccarelli P, Giampaoli S, Research Group of the Project ‘Italian National Register of C, Cerebrovascular E (2007) The Italian register of cardiovascular diseases: attack rates and case fatality for cerebrovascular events. Cerebrovasc Dis 24:530–539PubMedCrossRef
25.
go back to reference Saposnik G, Fang J, O’Donnell M, Hachinski V, Kapral MK, Hill MD, Investigators of the Registry of the Canadian Stroke Network for the Stroke Outcome Research Canada Working G (2008) Escalating levels of access to in-hospital care and stroke mortality. Stroke 39:2522–2530PubMedCrossRef Saposnik G, Fang J, O’Donnell M, Hachinski V, Kapral MK, Hill MD, Investigators of the Registry of the Canadian Stroke Network for the Stroke Outcome Research Canada Working G (2008) Escalating levels of access to in-hospital care and stroke mortality. Stroke 39:2522–2530PubMedCrossRef
26.
go back to reference Tu JV, Nardi L, Fang J, Liu J, Khalid L, Johansen H, Canadian Cardiovascular Outcomes Research T (2009) National trends in rates of death and hospital admissions related to acute myocardial infarction, heart failure and stroke, 1994–2004. CMAJ 180:118–125CrossRef Tu JV, Nardi L, Fang J, Liu J, Khalid L, Johansen H, Canadian Cardiovascular Outcomes Research T (2009) National trends in rates of death and hospital admissions related to acute myocardial infarction, heart failure and stroke, 1994–2004. CMAJ 180:118–125CrossRef
27.
go back to reference Saposnik G, Baibergenova A, O’Donnell M, Hill MD, Kapral MK, Hachinski V, Stroke Outcome Research Canada Working G (2007) Hospital volume and stroke outcome: does it matter? Neurology 69:1142–1151PubMedCrossRef Saposnik G, Baibergenova A, O’Donnell M, Hill MD, Kapral MK, Hachinski V, Stroke Outcome Research Canada Working G (2007) Hospital volume and stroke outcome: does it matter? Neurology 69:1142–1151PubMedCrossRef
Metadata
Title
How accurate is the reporting of stroke in hospital discharge data? A pilot validation study using a population-based stroke registry as control
Authors
Corine Aboa-Eboulé
Dominique Mengue
Eric Benzenine
Marc Hommel
Maurice Giroud
Yannick Béjot
Catherine Quantin
Publication date
01-02-2013
Publisher
Springer-Verlag
Published in
Journal of Neurology / Issue 2/2013
Print ISSN: 0340-5354
Electronic ISSN: 1432-1459
DOI
https://doi.org/10.1007/s00415-012-6686-0

Other articles of this Issue 2/2013

Journal of Neurology 2/2013 Go to the issue