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Factors predicting hospital readmissions related to adverse drug reactions

  • Pharmacoepidemiology and Prescription
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European Journal of Clinical Pharmacology Aims and scope Submit manuscript

Abstract

Objective

To analyse the contribution of adverse drug reactions (ADR) to hospital readmissions.

Methods

This was a case–control study in which unscheduled admissions of patients who had been admitted to the hospital during the two previous months were assessed during a 21-month period. The patient was considered a case when the main diagnosis of readmission complied with the World Health Organisation’s definition of an ADR. For each case, two controls were selected from those patients that had been admitted for ADR without readmission (n = 177). Information on drugs and other risk factors was obtained from cases by interview and from controls by clinical record review.

Results

There were 26,559 unscheduled admissions of which 81 were readmissions associated with ADR (4.5% of the unscheduled readmissions). There were no statistically significant correlations with sex, age or medical history, with the exception of arterial hypertension. The main drug products causing readmission were acenocoumarol (15, 18.5%), antihypertensive-diuretics (14, 17.3%), anticancer drugs (11, 13.6%) and digoxin (seven, 8.6%). In the multivariate logistic analysis, the variables predicting readmission were acenocoumarol [odds ratio (OR) 12.2, 95% confidence interval (CI) 3.8–38.3, P < 0.0001], a record of diabetes mellitus (OR 2.6, 95% CI 1.3–5.5, P < 0.01), the number of drugs taken at the moment of ADR (OR 1.2, 95% CI 1.1–1.4, P < 0.001) and high blood pressure (OR 0.3, 95% CI 0.2–0.6, P < 0.001) even though the latter was a negative predictor, preventing readmission. Of the 81 readmissions associated with ADR, 28 (34.6%) were preventable.

Conclusion

A medical record of diabetes mellitus, polypharmacy and acenocoumarol treatment were risk factors predicting hospital readmission related to ADR.

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References

  1. Ashton CM, Del Junco DJ, Souchek J, Wray NP, Mansyur CL (1997) The association between the quality of inpatient care and early readmission: a meta-analysis of the evidence. Med Care 35:1044–1059

    Article  PubMed  CAS  Google Scholar 

  2. Jimenez-Puente A, Garcia-Alegría J, Gomez-Aracena J, Hidalgo-Rojas L, Lorenzo-Nogueiras L, Fernandez-Crehuet-Navajas J (2002) [Analysis of the causes and potential avoidability of readmissions in an acute patients’ hospital]. Med Clin (Barc) 118:500–505

    Google Scholar 

  3. Stowasser DA, Staatz CE, Stowasser M, Coombes JA, Collins DM (2000) Identifying drug-related readmissions. Is there a better way of assessing the contribution of adverse medication events? Aust J Hosp Pharm 30:47–53

    Google Scholar 

  4. Hewitt J (1995) Drug-related unplanned readmissions to hospital. Aust J Hosp Pharm 25:400–403

    Google Scholar 

  5. Bero LA, Lipton HL, Bird JA (1991) Characterization of geriatric drug-related hospital readmissions. Med Care 29:989–1003

    Article  PubMed  CAS  Google Scholar 

  6. Frankl SE, Breeling JL, Goldman L (1991) Preventability of emergent hospital readmission. Am J Med 90:667–674

    PubMed  CAS  Google Scholar 

  7. Pirmohamed M, James S, Meakin S, Green C, Scott AK, Walley TJ et al. (2004) Adverse drug reactions as cause of admission to hospital: prospective analysis of 18 820 patients. Br Med J 329:15–19

    Article  Google Scholar 

  8. Dormann H, Neubert A, Criegee-Rieck M, Egger T, Radespiel-Troger M, Azaz-Livshits T, Levy M, Brune K, Hahn EG (2004) Readmissions and adverse drug reactions in internal medicine: the economic impact. J Intern Med 255:653–663

    Article  PubMed  CAS  Google Scholar 

  9. Lagnaoui R, Moore N, Fach J, Longy-Boursier M, Begaud B (2000) Adverse drug reactions in a department of systemic diseases-oriented internal medicine: prevalence, incidence, direct costs and avoidability. Eur J Clin Pharmacol 55:181–186

    Article  Google Scholar 

  10. Goettler M, Scheneeweiss S, Hasford J (1997) Adverse drug reaction monitoring-cost and benefit considerations Part II: Cost and preventability of adverse drug reactions leading to hospital admission. Pharmacoepidemiol Drug Saf 6[Suppl 3]:79–90

    Article  Google Scholar 

  11. Directive 2001/83/EU (2000) European Parliament and of the Council of 6 November 2000, Strasbourg

  12. Thurmann PA (2001) Methods and systems to detect adverse drug reactions in hospitals. Drug Safety 24:961–968

    Article  PubMed  CAS  Google Scholar 

  13. Schumock GT, Thornton JP (1992) Focusing on the preventability of adverse drug reactions. Hosp Pharm 27:538

    PubMed  CAS  Google Scholar 

  14. Einarson TR (1993) Drug-related hospital admissions. Ann Pharmacother 27:832–840

    PubMed  CAS  Google Scholar 

  15. Lazarou J, Pomeranz BH, Corey PN (1998) Incidence of adverse drug reactions in hospitalized patients: a meta-analysis of prospective studies. JAMA 279:1200–1205

    Article  PubMed  CAS  Google Scholar 

  16. Muehlberger N, Schneeweiss S, Hasford J (1997) Adverse drug reaction monitoring-cost and benefit considerations Part I: Frequency of adverse drug reactions causing hospital admissions. Pharmacoepidemiol Drug Saf 6[Suppl 3]:71–77

    Article  Google Scholar 

  17. Roughead EE, Gilbert AL, Primrose JG, Sansom LN (1998) Drug-related hospital admissions: a review of Australian studies published 1988–1996. Med J Aust 168:405–408

    PubMed  CAS  Google Scholar 

  18. Bannwarth B, Queneau P, Carpentier F, Guliana JM, Bouget J, Trombert B, Association Pedagogique Nationale pour l’Enseignement de la Therapeutique (APNET) (2003) Hospital visits caused by adverse drug reactions: incidence and preventability assessed in French primary care/emergency departments. Drug Safety 26:133–134

    Article  PubMed  Google Scholar 

  19. Pouyanne P, Haramburu F, Imbs JL, Begaud B, for the French Pharmacovigilance Centres (2000) Admissions to hospital caused by adverse drug reactions: cross sectional incidence study. Br Med J 320:1036

    Article  CAS  Google Scholar 

  20. Gurwitz JH, Field TS, Harrold LR, Rothschild J, Debellis K, Seger AC et al. (2003) Incidence and preventability of adverse drug events among older persons in the ambulatory setting. JAMA 289:1107–1116

    Article  PubMed  Google Scholar 

  21. Grymonpre RE, Mitenko PA, Sitar DS, Aoki FY, Montgomery PR (1988) Drug-associated hospital admissions in older medical patients. J Am Geriatr Soc 36:1092–1098

    PubMed  CAS  Google Scholar 

  22. Fortuny J, Silverman D, Malats N, Tardón A, García-Closas R, Serra C et al. (2005) Uso de analgesicos y acido acetilsalicilico en un estudio multicentrico en España. Gac Sanit 19:316–320

    Article  PubMed  Google Scholar 

  23. Carvajal A, Arias LH, Vega E, Sánchez JA, Rodríguez IM, Ortega PG et al. (2004) Gastroprotection during the administration of non-steroidal anti-inflammatory drugs. A drug-utilization study. Eur J Clin Pharmacol 60:439–444

    Article  PubMed  CAS  Google Scholar 

  24. Otero MJ, Bajo A, Maderuelo JA, Dominguez-Gil A (1999) Evitabilidad de los acontecimientos adversos inducidos por medicamentos detectados en un Servicio de Urgencias. Rev Clin Esp 199:796–805

    Google Scholar 

  25. Forster AJ, Murff HJ, Peterson JF, Gandhi TK, Bates DW (2003) The incidence and severity of adverse events affecting patients after discharge from the hospital. Ann Intern Med 138:161–167

    PubMed  Google Scholar 

  26. Howard RL, Avery AJ, Slavenburg S, Royal G, Pipe P, Lucassen P, Pirmohamed M (2006) Which drugs cause preventable admissions to hospital? A systematic review. Br J Clin Pharmacol 63:136–147

    Article  PubMed  Google Scholar 

  27. McDonnell PJ, Jacobs MR (2002) Hospital admissions resulting from preventable adverse drug reactions. Ann Pharmacother 36:1331–1336

    Article  PubMed  Google Scholar 

  28. Pearson TF, Pittman DG, Longley JM Grapes ZT, Vigliotti DJ, Mullis SR (1994) Factors associated with preventable adverse drug reactions. Am J Hosp Pharm 51:2268–2272

    PubMed  CAS  Google Scholar 

  29. Hampton T (2006) New oral anticoagulants show promise. JAMA 295:743–744

    Article  PubMed  CAS  Google Scholar 

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Acknowledgements

This study was supported by the Galdakao Hospital Research Committee. C. Aguirre benefitted from partial leave from the Basque Foundation for Health Innovation and Research BIOEF (BIO04/LF/22).

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Correspondence to Carmelo Aguirre.

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Ruiz, B., García, M., Aguirre, U. et al. Factors predicting hospital readmissions related to adverse drug reactions. Eur J Clin Pharmacol 64, 715–722 (2008). https://doi.org/10.1007/s00228-008-0473-y

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  • DOI: https://doi.org/10.1007/s00228-008-0473-y

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