Validity of International Classification of Diseases (ICD)-10 Diagnosis Codes for Identification of Acute Heart Failure Hospitalization and Heart Failure with Reduced Versus Preserved Ejection Fraction in a National Medicare Sample

被引:37
作者
Bates, Benjamin A. [2 ,3 ]
Akhabue, Ehimare [3 ]
Nahass, Meghan M. [3 ]
Mukherjee, Abhigyan [3 ]
Hiltner, Emily [3 ]
Rock, Joanna [3 ]
Wilton, Brandon [3 ]
Mittal, Garima [4 ]
Visaria, Aayush [3 ]
Rua, Melanie [2 ]
Gandhi, Poonam [2 ]
Dave, Chintan V. [2 ,5 ]
Setoguchi, Soko [1 ,2 ,3 ]
机构
[1] 112 Paterson St, New Brunswick, NJ 08901 USA
[2] Rutgers State Univ, Inst Hlth Hlth Care Policy & Aging Res, Ctr Pharmacoepidemiol & Treatment Sci, New Brunswick, NJ USA
[3] Rutgers Robert Wood Johnson Med Sch, Dept Med, New Brunswick, NJ USA
[4] Rutgers State Univ, Rutgers Sch Publ Hlth, Piscataway, NJ USA
[5] Rutgers State Univ, Ernest Mario Sch Pharm, Dept Pharm Practice & Adm, Piscataway, NJ USA
来源
CIRCULATION-CARDIOVASCULAR QUALITY AND OUTCOMES | 2023年 / 16卷 / 02期
关键词
heart failure; hospitalization; diastolic; systolic; Medicare; predictive value of tests; validation study; ADMINISTRATIVE DATA; CLAIMS DATA; OUTCOMES; RISK; CARE; ACCURACY; TRENDS;
D O I
10.1161/CIRCOUTCOMES.122.009078
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background:Heart failure (HF) is a leading cause of hospitalization in older adults. Medicare data have been used to assess HF outcomes. However, the validity of ICD-10 diagnosis codes (used since 2015) to identify acute HF hospitalization or distinguish reduced (heart failure with reduced ejection fraction) versus preserved ejection fraction (HFpEF) is unknown in Medicare data. Methods:Using Medicare data (2015-2017), we randomly sampled 200 HF hospitalizations with ICD-10 diagnosis codes for HF in the first/second claim position in a 1:1:2 ratio for systolic HF (I50.2), diastolic HF (I50.3), and other HF (I50.X). The primary gold standards included recorded HF diagnosis by a treating physician for HF hospitalization, ejection fraction (EF)<= 50 for heart failure with reduced ejection fraction, and EF>50 for HFpEF. If the quantitative EF was not present, then qualitative descriptions of EF were used for heart failure with reduced ejection fraction/HFpEF gold standards. Multiple secondary gold standards were also tested. Gold standard data were extracted from medical records using standardized forms and adjudicated by cardiology fellows/staff. We calculated positive predictive values with 95% CIs. Results:The 200-chart validation sample included 50 systolic, 50 diastolic, 47 combined dysfunction, and 53 unspecified HF patients. The positive predictive values of acute HF hospitalization was 98% [95% CI, 95-100] for first-position ICD-10 HF diagnosis and 66% [95% CI, 58-74] for first/second-position diagnosis. Quantitative EF was available for >= 80% of patients with systolic, diastolic, or combined dysfunction ICD-10 codes. The positive predictive value of systolic HF codes was 90% [95% CI, 82-98] for EFs <= 50% and 72% [95% CI, 60-85] for EFs <= 40%. The positive predictive value was 92% [95% CI, 85-100] for HFpEF for EFs>50%. The ICD-10 codes for combined or unspecified HF poorly predicted heart failure with reduced ejection fraction or HFpEF. Conclusions:ICD-10 principal diagnosis identified acute HF hospitalization with a high positive predictive value. Systolic and diastolic ICD-10 diagnoses reliably identified heart failure with reduced ejection fraction and HFpEF when EF 50% was used as the cutoff.
引用
收藏
页码:130 / 138
页数:9
相关论文
共 49 条
[1]   Empagliflozin in Heart Failure with a Preserved Ejection Fraction [J].
Anker, Stefan D. ;
Butler, Javed ;
Filippatos, Gerasimos ;
Ferreira, Joao P. ;
Bocchi, Edimar ;
Boehm, Michael ;
Brunner-La Rocca, Hans-Peter ;
Choi, Dong-Ju ;
Chopra, Vijay ;
Chuquiure-Valenzuela, Eduardo ;
Giannetti, Nadia ;
Gomez-Mesa, Juan Esteban ;
Janssens, Stefan ;
Januzzi, James L. ;
Gonzalez-Juanatey, Jose R. ;
Merkely, Bela ;
Nicholls, Stephen J. ;
Perrone, Sergio V. ;
Pina, Ileana L. ;
Ponikowski, Piotr ;
Senni, Michele ;
Sim, David ;
Spinar, Jindrich ;
Squire, Iain ;
Taddei, Stefano ;
Tsutsui, Hiroyuki ;
Verma, Subodh ;
Vinereanu, Dragos ;
Zhang, Jian ;
Carson, Peter ;
Lam, Carolyn Su Ping ;
Marx, Nikolaus ;
Zeller, Cordula ;
Sattar, Naveed ;
Jamal, Waheed ;
Schnaidt, Sven ;
Schnee, Janet M. ;
Brueckmann, Martina ;
Pocock, Stuart J. ;
Zannad, Faiez ;
Packer, Milton .
NEW ENGLAND JOURNAL OF MEDICINE, 2021, 385 (16) :1451-1461
[2]   A multicenter study of the coding accuracy of hospital discharge administrative data for patients admitted to cardiac care units in Ontario [J].
Austin, PC ;
Daly, PA ;
Tu, JV .
AMERICAN HEART JOURNAL, 2002, 144 (02) :290-296
[3]   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
[4]   Exercise-based cardiac rehabilitation in patients with reduced left ventricular ejection fraction: The Cardiac Rehabilitation Outcome Study in Heart Failure (CROS-HF): A systematic review and meta-analysis [J].
Bjarnason-Wehrens, Birna ;
Nebel, R. ;
Jensen, K. ;
Hackbusch, M. ;
Grilli, M. ;
Gielen, S. ;
Schwaab, B. ;
Rauch, B. .
EUROPEAN JOURNAL OF PREVENTIVE CARDIOLOGY, 2020, 27 (09) :929-952
[5]   Trends in Hospital Readmission of Medicare-Covered Patients With Heart Failure [J].
Blecker, Saul ;
Herrin, Jeph ;
Li, Li ;
Yu, Huihui ;
Grady, Jacqueline N. ;
Horwitz, Leora I. .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2019, 73 (09) :1004-1012
[6]   Quality of Care for Heart Failure Patients Hospitalized for Any Cause [J].
Blecker, Saul ;
Agarwal, Sunil K. ;
Chang, Patricia P. ;
Rosamond, Wayne D. ;
Casey, Donald E. ;
Kucharska-Newton, Anna ;
Radford, Martha J. ;
Coresh, Josef ;
Katz, Stuart .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2014, 63 (02) :123-130
[7]   Administrative Data and the Philosopher's Stone: Turning Heart Failure Claims Data into Quantitative Assessment of Left Ventricular Ejection Fraction [J].
Bovitz, Tanya ;
Gilbertson, David T. ;
Herzog, Charles A. .
AMERICAN JOURNAL OF MEDICINE, 2016, 129 (02) :223-225
[8]   Heart Failure in Older Adults [J].
Butrous, Hoda ;
Hummel, Scott L. .
CANADIAN JOURNAL OF CARDIOLOGY, 2016, 32 (09) :1140-1147
[9]   Incidence of Heart Failure Observed in Emergency Departments, Ambulatory Clinics, and Hospitals [J].
Camplain, Ricky ;
Kucharska-Newton, Anna ;
Keyserling, Thomas C. ;
Layton, J. Bradley ;
Loehr, Laura ;
Heiss, Gerardo .
AMERICAN JOURNAL OF CARDIOLOGY, 2018, 121 (11) :1328-1335
[10]   SGLT2 inhibitors decrease cardiovascular death and heart failure hospitalizations in patients with heart failure: A systematic review and meta-analysis [J].
Cardoso, Rhanderson ;
Graffunder, Fabrissio P. ;
Ternes, Caique M. P. ;
Fernandes, Amanda ;
Rocha, Ana, V ;
Fernandes, Gilson ;
Bhatt, Deepak L. .
ECLINICALMEDICINE, 2021, 36