Skip to main content
Top
Published in: European Journal of Medical Research 1/2015

Open Access 01-12-2015 | Research

The crucial factor of hospital readmissions: a retrospective cohort study of patients evaluated in the emergency department and admitted to the department of medicine of a general hospital in Italy

Authors: Fabio Fabbian, Arrigo Boccafogli, Alfredo De Giorgi, Marco Pala, Raffaella Salmi, Roberto Melandri, Massimo Gallerani, Andrea Gardini, Gabriele Rinaldi, Roberto Manfredini

Published in: European Journal of Medical Research | Issue 1/2015

Login to get access

Abstract

Background

Early hospital readmissions, defined as rehospitalization within 30 days from a previous discharge, represent an economic and social burden for public health management. As data about early readmission in Italy are scarce, we aimed to relate the phenomenon of 30-day readmission to factors identified at the time of emergency department (ED) visits in subjects admitted to medical wards of a general hospital in Italy.

Methods

We performed a retrospective 30-month observational study, evaluating all patients admitted to the Department of Medicine of the Hospital of Ferrara, Italy. Our study compared early and late readmission: patients were evaluated on the basis of the ED admission diagnosis and classified differently on the basis of a concordant or discordant readmission diagnosis in respect to the diagnosis of a first hospitalization.

Results

Out of 13,237 patients admitted during the study period, 3,631 (27.4%) were readmitted; of those, 656 were 30-day rehospitalizations (5% of total admissions). Early rehospitalization occurred 12 days (median) later than previous discharge. The most frequent causes of rehospitalization were cardiovascular disease (CVD) in 29.3% and pulmonary disease (PD) in 29.7% of cases. Patients admitted with the same diagnosis were younger, had lower length of stay (LOS) and higher prevalence of CVD, PD and cancer. Age, CVD and PD were independently associated with 30-day readmission with concordant diagnosis and kidney disease with 30-day rehospitalization with a discordant diagnosis.

Conclusions

Comorbid patients are at higher risk for 30-day readmission. Reduction of LOS, especially in elderly subjects, could increase early rehospitalization rates.
Literature
1.
go back to reference McKinney M. Preparing for impact. Many hospitals will struggle to escape or absorb penalty for readmissions. Mod Healthc. 2012;42:6–7. McKinney M. Preparing for impact. Many hospitals will struggle to escape or absorb penalty for readmissions. Mod Healthc. 2012;42:6–7.
2.
4.
go back to reference Joynt KE, Jha AK. Characteristics of hospitals receiving penalties under the Hospital Readmissions Reduction Program. JAMA. 2013;309:342–3.PubMedCrossRef Joynt KE, Jha AK. Characteristics of hospitals receiving penalties under the Hospital Readmissions Reduction Program. JAMA. 2013;309:342–3.PubMedCrossRef
5.
go back to reference Orzag PR, Emmanueel EJ. Health care reform and cost control. N Engl J Med. 2010;363:601–3.CrossRef Orzag PR, Emmanueel EJ. Health care reform and cost control. N Engl J Med. 2010;363:601–3.CrossRef
6.
go back to reference Bisharat N, Handler C, Schwartz N. Readmissions to medical wards: analysis of demographic and socio-medical factors. Eur J Intern Med. 2012;23:457–60.PubMedCrossRef Bisharat N, Handler C, Schwartz N. Readmissions to medical wards: analysis of demographic and socio-medical factors. Eur J Intern Med. 2012;23:457–60.PubMedCrossRef
7.
go back to reference Vashi AA, Fox JP, Carr BG, D’Onofrio G, Pines JM, Ross JS, et al. Use of hospital-based acute care among patients recently discharged from the hospital. JAMA. 2013;309:364–71.PubMedCentralPubMedCrossRef Vashi AA, Fox JP, Carr BG, D’Onofrio G, Pines JM, Ross JS, et al. Use of hospital-based acute care among patients recently discharged from the hospital. JAMA. 2013;309:364–71.PubMedCentralPubMedCrossRef
8.
go back to reference Moran J, Colbert CY, Song J, Hull J, Rajan S, Varghees S, et al. Residents examine factors associated with 30-day. same-cause hospital readmissions on an internal medicine service. Am J Med Qual. 2013;28:492–501.PubMedCrossRef Moran J, Colbert CY, Song J, Hull J, Rajan S, Varghees S, et al. Residents examine factors associated with 30-day. same-cause hospital readmissions on an internal medicine service. Am J Med Qual. 2013;28:492–501.PubMedCrossRef
9.
go back to reference Donzé J, Lipsitz S, Bates DW, Schnipper JL. Causes and patterns of readmissions in patients with common comorbidities: retrospective cohort study. BMJ. 2013;347:f7171.PubMedCentralPubMedCrossRef Donzé J, Lipsitz S, Bates DW, Schnipper JL. Causes and patterns of readmissions in patients with common comorbidities: retrospective cohort study. BMJ. 2013;347:f7171.PubMedCentralPubMedCrossRef
10.
go back to reference Ashton CM, Wray NP. A conceptual framework for the study of early readmission as an indicator of quality of care. Soc Sci Med. 1996;43:1533–41.PubMedCrossRef Ashton CM, Wray NP. A conceptual framework for the study of early readmission as an indicator of quality of care. Soc Sci Med. 1996;43:1533–41.PubMedCrossRef
11.
go back to reference Rising KL, White LF, Fernandez WG, Boutwell AE. Emergency department visits after hospital discharge: a missing part of the equation. Ann Emerg Med. 2013;62:145–50.PubMedCrossRef Rising KL, White LF, Fernandez WG, Boutwell AE. Emergency department visits after hospital discharge: a missing part of the equation. Ann Emerg Med. 2013;62:145–50.PubMedCrossRef
12.
go back to reference Dharmarajan K, Hsieh AF, Lin Z, Bueno H, Ross JS, Horwitz LI, et al. Diagnoses and timing of 30-day readmissions after hospitalization for heart failure, acute myocardial infarction, or pneumonia. JAMA. 2013;309:355–63.PubMedCentralPubMedCrossRef Dharmarajan K, Hsieh AF, Lin Z, Bueno H, Ross JS, Horwitz LI, et al. Diagnoses and timing of 30-day readmissions after hospitalization for heart failure, acute myocardial infarction, or pneumonia. JAMA. 2013;309:355–63.PubMedCentralPubMedCrossRef
13.
go back to reference Dharmarajan K, Hsieh AF, Lin Z, Bueno H, Ross JS, Horwitz LI, et al. Hospital readmission performance and patterns of readmission: retrospective cohort study of Medicare admissions. BMJ. 2013;347:f6571.PubMedCentralPubMedCrossRef Dharmarajan K, Hsieh AF, Lin Z, Bueno H, Ross JS, Horwitz LI, et al. Hospital readmission performance and patterns of readmission: retrospective cohort study of Medicare admissions. BMJ. 2013;347:f6571.PubMedCentralPubMedCrossRef
14.
go back to reference Ross JS, Mulvey GK, Stauffer B, Patlolla V, Bernheim SM, Keenan PS, et al. Statistical models and patient predictors of readmission for heart failure: a systematic review. Arch Intern Med. 2008;168:1371–86.PubMedCrossRef Ross JS, Mulvey GK, Stauffer B, Patlolla V, Bernheim SM, Keenan PS, et al. Statistical models and patient predictors of readmission for heart failure: a systematic review. Arch Intern Med. 2008;168:1371–86.PubMedCrossRef
15.
go back to reference Moloney ED, Bennett K, Silke B. Patient and disease profile of emergency medical readmissions to an Irish teaching hospital. Postgrad Med J. 2004;80:470–4.PubMedCentralPubMedCrossRef Moloney ED, Bennett K, Silke B. Patient and disease profile of emergency medical readmissions to an Irish teaching hospital. Postgrad Med J. 2004;80:470–4.PubMedCentralPubMedCrossRef
16.
go back to reference Kaboli PJ, Go JT, Hockenberry J, Glasgow JM, Johnson SR, Rosenthal GE, et al. Associations between reduced hospital length of stay and 30-day readmission rate and mortality: 14-year experience in 129 Veterans Affairs hospitals. Ann Intern Med. 2012;157:837–45.PubMedCrossRef Kaboli PJ, Go JT, Hockenberry J, Glasgow JM, Johnson SR, Rosenthal GE, et al. Associations between reduced hospital length of stay and 30-day readmission rate and mortality: 14-year experience in 129 Veterans Affairs hospitals. Ann Intern Med. 2012;157:837–45.PubMedCrossRef
17.
go back to reference Dobrzanska L, Newell R. Readmissions: a primary care examination of reasons for readmission of older people and possible readmission risk factors. J Clin Nurs. 2006;15:599–606.PubMedCrossRef Dobrzanska L, Newell R. Readmissions: a primary care examination of reasons for readmission of older people and possible readmission risk factors. J Clin Nurs. 2006;15:599–606.PubMedCrossRef
18.
go back to reference Maurer PP, Ballmer PE. Hospital readmissions–are they predictable and avoidable? Swiss Med Wkly. 2004;134:606–11.PubMed Maurer PP, Ballmer PE. Hospital readmissions–are they predictable and avoidable? Swiss Med Wkly. 2004;134:606–11.PubMed
19.
go back to reference Jencks SF, Williams MV, Coleman EA. Rehospitalizations among patients in the Medicare fee-for-service program. N Engl J Med. 2009;360:1418–28.PubMedCrossRef Jencks SF, Williams MV, Coleman EA. Rehospitalizations among patients in the Medicare fee-for-service program. N Engl J Med. 2009;360:1418–28.PubMedCrossRef
20.
go back to reference Hasan O, Meltzer DO, Shaykevich SA, Bell CM, Kaboli PJ, Auerbach AD, et al. Hospital readmission in general medicine patients: a prediction model. J Gen Intern Med. 2010;25:211–9.PubMedCentralPubMedCrossRef Hasan O, Meltzer DO, Shaykevich SA, Bell CM, Kaboli PJ, Auerbach AD, et al. Hospital readmission in general medicine patients: a prediction model. J Gen Intern Med. 2010;25:211–9.PubMedCentralPubMedCrossRef
21.
go back to reference Glynn N, Bennett K, Silke B. Emergency medical readmission: long-term trends and impact on mortality. Clin Med. 2011;11:114–8.PubMedCrossRef Glynn N, Bennett K, Silke B. Emergency medical readmission: long-term trends and impact on mortality. Clin Med. 2011;11:114–8.PubMedCrossRef
22.
go back to reference Jones J. Re-admission rate. The price of early discharge. Health Serv J. 1986;96:825.PubMed Jones J. Re-admission rate. The price of early discharge. Health Serv J. 1986;96:825.PubMed
23.
go back to reference Marcum ZA, Fried LF. Aging and antihypertensive medication-related complications in the chronic kidney disease patient. Curr Opin Nephrol Hypertens. 2011;20:449–56.PubMedCentralPubMedCrossRef Marcum ZA, Fried LF. Aging and antihypertensive medication-related complications in the chronic kidney disease patient. Curr Opin Nephrol Hypertens. 2011;20:449–56.PubMedCentralPubMedCrossRef
24.
go back to reference Valent F, Clagnan E, Zanier L. Individual and health care factors, and one-year hospital readmission of elderly patients in Friuli Venezia Giulia, Northeastern Italy. Epidemiol Prev. 2012;36:273–9.PubMed Valent F, Clagnan E, Zanier L. Individual and health care factors, and one-year hospital readmission of elderly patients in Friuli Venezia Giulia, Northeastern Italy. Epidemiol Prev. 2012;36:273–9.PubMed
25.
go back to reference Salvi F, Morichi V, Grilli A, Spazzafumo L, Giorgi R, Polonara S, et al. Predictive validity of the Identification of Seniors At Risk (ISAR) screening tool in elderly patients presenting to two Italian Emergency Departments. Aging Clin Exp Res. 2009;21:69–75.PubMedCrossRef Salvi F, Morichi V, Grilli A, Spazzafumo L, Giorgi R, Polonara S, et al. Predictive validity of the Identification of Seniors At Risk (ISAR) screening tool in elderly patients presenting to two Italian Emergency Departments. Aging Clin Exp Res. 2009;21:69–75.PubMedCrossRef
26.
go back to reference Yam CH, Wong EL, Chan FW, Leung MC, Wong FY, Cheung AW, et al. Avoidable readmission in Hong Kong-system, clinician, patient or social factor? BMC Health Serv Res. 2010;10:311.PubMedCentralPubMedCrossRef Yam CH, Wong EL, Chan FW, Leung MC, Wong FY, Cheung AW, et al. Avoidable readmission in Hong Kong-system, clinician, patient or social factor? BMC Health Serv Res. 2010;10:311.PubMedCentralPubMedCrossRef
Metadata
Title
The crucial factor of hospital readmissions: a retrospective cohort study of patients evaluated in the emergency department and admitted to the department of medicine of a general hospital in Italy
Authors
Fabio Fabbian
Arrigo Boccafogli
Alfredo De Giorgi
Marco Pala
Raffaella Salmi
Roberto Melandri
Massimo Gallerani
Andrea Gardini
Gabriele Rinaldi
Roberto Manfredini
Publication date
01-12-2015
Publisher
BioMed Central
Published in
European Journal of Medical Research / Issue 1/2015
Electronic ISSN: 2047-783X
DOI
https://doi.org/10.1186/s40001-014-0081-5

Other articles of this Issue 1/2015

European Journal of Medical Research 1/2015 Go to the issue