Validity of the International Classification of Diseases, 10th revision discharge diagnosis codes for hyponatraemia in the Danish National Registry of Patients
Objective To examine the validity of the International Classification of Diseases, 10th revision (ICD-10) codes for hyponatraemia in the nationwide population-based Danish National Registry of Patients (DNRP) among inpatients of all ages. Design Population-based validation study. Setting All somatic hospitals in the North and Central Denmark Regions from 2006 through 2011. Participants: Patients of all ages admitted to hospital (n=819701 individual patients) during the study period. The patient could be included in the study more than once, and our study did not restrict to patients with serum sodium measurements (total of n=2186642 hospitalisations). Main outcome measure We validated ICD-10 discharge diagnoses of hyponatraemia recorded in the DNRP, using serum sodium measurements obtained from the laboratory information systems (LABKA) research database as the gold standard. One sodium value <135mmol/L measured at any time during hospitalisation confirmed the diagnosis. We estimated sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV) for ICD-10 codes for hyponatraemia overall and for cut-off points for increasing hyponatraemia severity. Result An ICD-10 code for hyponatraemia was recorded in the DNRP in 5850 of the 2186642 hospitalisations identified. According to laboratory measurements, however, hyponatraemia was present in 306418 (14%) hospitalisations. Sensitivity of hyponatraemia diagnoses was 1.8% (95% CI 1.7% to 1.8%). For sodium values <115mmol/L, sensitivity was 34.3% (95% CI 32.6% to 35.9%). The overall PPV was 92.5% (95% CI 91.8% to 93.1%) and decreased with increasing hyponatraemia severity. Specificity and NPV were high for all cut-off points (99.8% and 86.2%, respectively). Patients with hyponatraemia without a corresponding ICD-10 discharge diagnosis were younger and had higher Charlson Comorbidity Index scores than patients with hyponatraemia with a hyponatraemia code in the DNRP. Conclusions ICD-10 codes for hyponatraemia in the DNRP have high specificity but very low sensitivity. Laboratory test results, not discharge diagnoses, should be used to ascertain hyponatraemia.
机构:
Salem Vet Affairs Med Ctr, Div Nephrol, Salem, VA 24153 USA
Univ Virginia, Div Nephrol, Charlottesville, VA USASalem Vet Affairs Med Ctr, Div Nephrol, Salem, VA 24153 USA
Kovesdy, Csaba P.
;
Lott, Evan H.
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h-index: 0
机构:
Vet Affairs Informat & Comp Infrastruct, Salt Lake City, UT USASalem Vet Affairs Med Ctr, Div Nephrol, Salem, VA 24153 USA
Lott, Evan H.
;
Lu, Jun Ling
论文数: 0引用数: 0
h-index: 0
机构:
Salem Res Inst, Salem, VA USASalem Vet Affairs Med Ctr, Div Nephrol, Salem, VA 24153 USA
Lu, Jun Ling
;
Malakauskas, Sandra M.
论文数: 0引用数: 0
h-index: 0
机构:
Salem Vet Affairs Med Ctr, Div Nephrol, Salem, VA 24153 USA
Univ Virginia, Div Nephrol, Charlottesville, VA USASalem Vet Affairs Med Ctr, Div Nephrol, Salem, VA 24153 USA
Malakauskas, Sandra M.
;
Ma, Jennie Z.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Virginia, Div Nephrol, Charlottesville, VA USASalem Vet Affairs Med Ctr, Div Nephrol, Salem, VA 24153 USA
Ma, Jennie Z.
;
Molnar, Miklos Z.
论文数: 0引用数: 0
h-index: 0
机构:
Harbor UCLA Med Ctr, Harold Simmons Ctr Chron Dis Res & Epidemiol, Los Angeles Biomed Res Inst, Torrance, CA 90509 USA
Semmelweis Univ, Inst Pathophysiol, Budapest, HungarySalem Vet Affairs Med Ctr, Div Nephrol, Salem, VA 24153 USA
Molnar, Miklos Z.
;
Kalantar-Zadeh, Kamyar
论文数: 0引用数: 0
h-index: 0
机构:
Harbor UCLA Med Ctr, Harold Simmons Ctr Chron Dis Res & Epidemiol, Los Angeles Biomed Res Inst, Torrance, CA 90509 USA
Univ Calif Los Angeles, David Geffen Sch Med, Los Angeles, CA 90095 USASalem Vet Affairs Med Ctr, Div Nephrol, Salem, VA 24153 USA
机构:
Univ Lausanne, Div Gen Internal Med, Lausanne, SwitzerlandUniv Lausanne, Div Gen Internal Med, Lausanne, Switzerland
Scherz, Nathalie
;
Labarere, Jose
论文数: 0引用数: 0
h-index: 0
机构:
Univ Grenoble 1, CNRS, UMR 5525, TIMC, Grenoble, FranceUniv Lausanne, Div Gen Internal Med, Lausanne, Switzerland
Labarere, Jose
;
Mean, Marie
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h-index: 0
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Univ Lausanne, Div Gen Internal Med, Lausanne, SwitzerlandUniv Lausanne, Div Gen Internal Med, Lausanne, Switzerland
Mean, Marie
;
Ibrahim, Said A.
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h-index: 0
机构:
Univ Penn, Sch Med, Philadelphia, PA 19104 USA
Philadelphia Vet Affairs VA Med Ctr, Philadelphia, PA USAUniv Lausanne, Div Gen Internal Med, Lausanne, Switzerland
Ibrahim, Said A.
;
Fine, Michael J.
论文数: 0引用数: 0
h-index: 0
机构:
VA Pittsburgh Healthcare Syst, VA Ctr Hlth Equ Res & Promot, Pittsburgh, PA USA
Univ Pittsburgh, Div Gen Internal Med, Pittsburgh, PA USAUniv Lausanne, Div Gen Internal Med, Lausanne, Switzerland
机构:
Duke Clin Res Inst, Ctr Clin & Genet Econ, Durham, NC USADuke Clin Res Inst, Ctr Clin & Genet Econ, Durham, NC USA
Shea, Alisa M.
;
Curtis, Lesley H.
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机构:
Duke Clin Res Inst, Ctr Clin & Genet Econ, Durham, NC USA
Duke Univ, Sch Med, Dept Med, Div Gen Internal Med, Durham, NC 27706 USADuke Clin Res Inst, Ctr Clin & Genet Econ, Durham, NC USA
Curtis, Lesley H.
;
Szczech, Lynda A.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Sch Med, Dept Med, Div Nephrol, Durham, NC 27706 USADuke Clin Res Inst, Ctr Clin & Genet Econ, Durham, NC USA
Szczech, Lynda A.
;
Schulman, Kevin A.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Clin Res Inst, Ctr Clin & Genet Econ, Durham, NC USA
Duke Univ, Sch Med, Dept Med, Div Gen Internal Med, Durham, NC 27706 USADuke Clin Res Inst, Ctr Clin & Genet Econ, Durham, NC USA
机构:
Salem Vet Affairs Med Ctr, Div Nephrol, Salem, VA 24153 USA
Univ Virginia, Div Nephrol, Charlottesville, VA USASalem Vet Affairs Med Ctr, Div Nephrol, Salem, VA 24153 USA
Kovesdy, Csaba P.
;
Lott, Evan H.
论文数: 0引用数: 0
h-index: 0
机构:
Vet Affairs Informat & Comp Infrastruct, Salt Lake City, UT USASalem Vet Affairs Med Ctr, Div Nephrol, Salem, VA 24153 USA
Lott, Evan H.
;
Lu, Jun Ling
论文数: 0引用数: 0
h-index: 0
机构:
Salem Res Inst, Salem, VA USASalem Vet Affairs Med Ctr, Div Nephrol, Salem, VA 24153 USA
Lu, Jun Ling
;
Malakauskas, Sandra M.
论文数: 0引用数: 0
h-index: 0
机构:
Salem Vet Affairs Med Ctr, Div Nephrol, Salem, VA 24153 USA
Univ Virginia, Div Nephrol, Charlottesville, VA USASalem Vet Affairs Med Ctr, Div Nephrol, Salem, VA 24153 USA
Malakauskas, Sandra M.
;
Ma, Jennie Z.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Virginia, Div Nephrol, Charlottesville, VA USASalem Vet Affairs Med Ctr, Div Nephrol, Salem, VA 24153 USA
Ma, Jennie Z.
;
Molnar, Miklos Z.
论文数: 0引用数: 0
h-index: 0
机构:
Harbor UCLA Med Ctr, Harold Simmons Ctr Chron Dis Res & Epidemiol, Los Angeles Biomed Res Inst, Torrance, CA 90509 USA
Semmelweis Univ, Inst Pathophysiol, Budapest, HungarySalem Vet Affairs Med Ctr, Div Nephrol, Salem, VA 24153 USA
Molnar, Miklos Z.
;
Kalantar-Zadeh, Kamyar
论文数: 0引用数: 0
h-index: 0
机构:
Harbor UCLA Med Ctr, Harold Simmons Ctr Chron Dis Res & Epidemiol, Los Angeles Biomed Res Inst, Torrance, CA 90509 USA
Univ Calif Los Angeles, David Geffen Sch Med, Los Angeles, CA 90095 USASalem Vet Affairs Med Ctr, Div Nephrol, Salem, VA 24153 USA
机构:
Univ Lausanne, Div Gen Internal Med, Lausanne, SwitzerlandUniv Lausanne, Div Gen Internal Med, Lausanne, Switzerland
Scherz, Nathalie
;
Labarere, Jose
论文数: 0引用数: 0
h-index: 0
机构:
Univ Grenoble 1, CNRS, UMR 5525, TIMC, Grenoble, FranceUniv Lausanne, Div Gen Internal Med, Lausanne, Switzerland
Labarere, Jose
;
Mean, Marie
论文数: 0引用数: 0
h-index: 0
机构:
Univ Lausanne, Div Gen Internal Med, Lausanne, SwitzerlandUniv Lausanne, Div Gen Internal Med, Lausanne, Switzerland
Mean, Marie
;
Ibrahim, Said A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Sch Med, Philadelphia, PA 19104 USA
Philadelphia Vet Affairs VA Med Ctr, Philadelphia, PA USAUniv Lausanne, Div Gen Internal Med, Lausanne, Switzerland
Ibrahim, Said A.
;
Fine, Michael J.
论文数: 0引用数: 0
h-index: 0
机构:
VA Pittsburgh Healthcare Syst, VA Ctr Hlth Equ Res & Promot, Pittsburgh, PA USA
Univ Pittsburgh, Div Gen Internal Med, Pittsburgh, PA USAUniv Lausanne, Div Gen Internal Med, Lausanne, Switzerland
机构:
Duke Clin Res Inst, Ctr Clin & Genet Econ, Durham, NC USADuke Clin Res Inst, Ctr Clin & Genet Econ, Durham, NC USA
Shea, Alisa M.
;
Curtis, Lesley H.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Clin Res Inst, Ctr Clin & Genet Econ, Durham, NC USA
Duke Univ, Sch Med, Dept Med, Div Gen Internal Med, Durham, NC 27706 USADuke Clin Res Inst, Ctr Clin & Genet Econ, Durham, NC USA
Curtis, Lesley H.
;
Szczech, Lynda A.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Sch Med, Dept Med, Div Nephrol, Durham, NC 27706 USADuke Clin Res Inst, Ctr Clin & Genet Econ, Durham, NC USA
Szczech, Lynda A.
;
Schulman, Kevin A.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Clin Res Inst, Ctr Clin & Genet Econ, Durham, NC USA
Duke Univ, Sch Med, Dept Med, Div Gen Internal Med, Durham, NC 27706 USADuke Clin Res Inst, Ctr Clin & Genet Econ, Durham, NC USA