Benchmarking antibiotic use in Finnish acute care hospitals using patient case-mix adjustment.
@article{Kanerva2011BenchmarkingAU,
title={Benchmarking antibiotic use in Finnish acute care hospitals using patient case-mix adjustment.},
author={Mari Kanerva and Jukka Ollgren and Outi Lyytik{\"a}inen},
journal={The Journal of antimicrobial chemotherapy},
year={2011},
volume={66 11},
pages={
2651-4
}
}OBJECTIVES
It is difficult to draw conclusions about the prudence of antibiotic use in different hospitals by directly comparing usage figures. We present a patient case-mix adjustment model of antibiotic use to rank hospitals while taking patient characteristics into account.
PATIENTS AND METHODS
Data on antibiotic use were collected during the national healthcare-associated infection (HAI) prevalence survey in 2005 in Finland in all 5 tertiary care, all 15 secondary care and 10 (25% of 40…
20 Citations
Variability in antibiotic use across Ontario acute care hospitals
- Medicine, Political ScienceThe Journal of antimicrobial chemotherapy
- 2017
There is extensive variability in antibiotic use, and risk-adjusted use, across acute care hospitals in Ontario, Canada, which could motivate, focus and benchmark antibiotic stewardship efforts.
A pilot study of risk adjustment for benchmarking antibiotic use between hospitals in Sweden.
- MedicineJournal of global antimicrobial resistance
- 2014
Hospital- and patient-related factors associated with differences in hospital antibiotic use: analysis of national surveillance results
- Medicine, Political ScienceAntimicrobial Resistance and Infection Control
- 2014
By adjusting for these factors, it will be easier to evaluate and understand observed differences in antibiotic use between hospitals, and the inter-hospital differences can be more confidently acted upon.
Risk-adjusted antibiotic consumption in 34 public acute hospitals in Ireland, 2006 to 2014
- Medicine, Political ScienceEuro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin
- 2016
Investigation of the usefulness of patient-based administrative data variables for adjusting aggregate hospital antibiotic consumption rates found they are useful, although additional variables should also be employed.
Benchmarking risk-adjusted adult antibacterial drug use in 70 US academic medical center hospitals.
- MedicineClinical infectious diseases : an official publication of the Infectious Diseases Society of America
- 2011
Adult antibacterial drug use was benchmarked to expected use adjusted for patient mix, and outlier hospitals were identified.
Using risk adjustment to improve the interpretation of global inpatient pediatric antibiotic prescribing
- MedicinePloS one
- 2018
Greater comparability of pCA exposure rates can be achieved by using a few easily collected variables to produce risk-adjusted rates.
Benchmarking of antibiotic usage: An adjustment to reflect antibiotic stewardship program outcome in a hospital in Saudi Arabia
- MedicineJournal of Infection and Public Health
- 2018
DEVELOPMENT AND COMPARISON OF RISK-ADJUSTED MODELS TO BENCHMARK ANTIBIOTIC USE IN THE UNIVERSITY HEALTHSYSTEM CONSORTIUM HOSPITALS
- Medicine
- 2012
Two standardization of rates procedures, direct and indirect standardization, are compared with one another as well as with regression modeling, and a very good agreement between the two regression models is revealed.
Benchmarking antimicrobial drug use in hospitals
- MedicineExpert review of anti-infective therapy
- 2012
The purpose of this review is to describe recent methods to benchmark antimicrobial drug use and to critically assess the potential advantages and the remaining challenges.
Development of a risk-adjustment model for antimicrobial utilization data in 21 public hospitals in Queensland, Australia (2006-11).
- Medicine, Political ScienceThe Journal of antimicrobial chemotherapy
- 2013
The authors' model predicted antimicrobial utilization rates by hospital services, and needs to be validated in other populations, ideally using a larger group of hospitals.
References
SHOWING 1-10 OF 10 REFERENCES
Correlation between case mix index and antibiotic use in hospitals.
- Medicine, Political ScienceThe Journal of antimicrobial chemotherapy
- 2008
Antibiotic use correlated with CMI across various specialties of a university hospital and across different acute care hospitals, suggesting that benchmarking antibiotic use within and across hospitals, may be a useful tool.
Antimicrobial use in Finnish acute care hospitals: data from national prevalence survey, 2005.
- MedicineThe Journal of antimicrobial chemotherapy
- 2007
The prevalence and spectrum of antimicrobial use in Finnish acute care hospitals were high and NI patients contributed markedly to the total usage, including cephalosporins, which were the most frequently used antimicrobials.
Interhospital differences and case-mix in a nationwide prevalence survey.
- Medicine, Political ScienceThe Journal of hospital infection
- 2010
Parenteral antibiotic use in acute-care hospitals: A standardized analysis of fourteen institutions.
- MedicineClinical infectious diseases : an official publication of the Infectious Diseases Society of America
- 1999
It is believed that wider comparative analysis of antibiotic use with a standardized methodology in conjunction with standardized analysis of nosocomial infection rates and antibiotic resistance data may enhance the stewardship of antibiotics in acute-care hospitals.
Case-Mix Adjustment Approach to Benchmarking Prevalence Rates of Nosocomial Infection in Hospitals in Cyprus and Greece
- MedicineInfection Control & Hospital Epidemiology
- 2008
The first attempt to rank the risk of nosocomial infection in Cyprus and Crete in Greece demonstrated the importance of accounting for heterogeneous case mix before attempting interhospital comparisons.
Factors Associated with the Prevalence of Antibiotic Use for the Treatment of Hospital-Acquired Infections at 393 French Hospitals: A Regional Variation Analysis
- MedicineInfection Control & Hospital Epidemiology
- 2011
The pattern of antibiotic use for HAIs differed over time, and regional variations were mostly explained by patient characteristics; there was no regional effect.
Variability in Rates of Use of Antibacterials Among 130 US Hospitals and Risk-Adjustment Models for Interhospital Comparison
- MedicineInfection Control & Hospital Epidemiology
- 2008
Most adult inpatients receive antimicrobial agents during their hospitalization, but there is substantial variability between hospitals in the volume of antibacterial use and risk-adjusted models can explain a significant proportion of this variation and allow for comparisons between hospitals for benchmarking purposes.
Benchmarks for Antibiotic Use and Cost in Long‐Term Care
- Medicine, Political ScienceJournal of the American Geriatrics Society
- 2005
Objectives: To evaluate previously described antibiotic use and cost indicators in community nursing homes to determine whether they may be useful as benchmarks and to evaluate the association…
Hospital usage of antibacterial agents in relation to size and type of hospital and geographical situation
- MedicinePharmacoepidemiology and drug safety
- 2005
The objective of this study was to evaluate the level of use and therapy profile of antibacterial agents in hospitals. Further to explore whether type, size or geographical situation influenced…
of the Finnish Prevalence Survey Study Group
- of the Finnish Prevalence Survey Study Group

