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Janssens WH, Van Den Noortgate NJ, Mouton V, Desmet P, Van Puyvelde K, Steen E, Maere C, Van Mulders K, De Raes E, Dekoninck J, Kympers C, Werbrouck B, Delaere J, Piers RD. Opioids in geriatric units in 14 Belgian hospitals: prevalence, dosage and associated factors. Ann Med 2024; 56:2310132. [PMID: 38294956 PMCID: PMC10833115 DOI: 10.1080/07853890.2024.2310132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 01/19/2024] [Indexed: 02/02/2024] Open
Abstract
Introduction: Adverse effects of opioids are common among older individuals, and undertreatment as well as overuse can be an issue. Epidemiological data on opioid use in older individuals are available, but scarce in hospitalized patients.Aims: The aim of this study is to examine the one-day prevalence of opioid use among older inpatients and identify the factors associated with both opioid use and dosage.Materials and methods: One-day cross-sectional study with data collected from geriatric units across 14 Belgian hospitals. The primary focus of the study is to assess the prevalence of opioid use and dosage, along with identifying associated factors. To achieve this, a multiple binary logistic regression model was fitted for opioid use, and a multiple linear regression model for opioid dose.Results: Opioids were used in 24.4% of 784 patients, of which 57.9% was treated with tramadol, 13.2% with oxycodone or morphine and 28.9% with transdermal buprenorphine or fentanyl. The odds for opioid use were 4.2 times higher in patients in orthogeriatric units compared to other patients (OR=4.2, 95% CI=2.50-7.05). The prevalence of opioid use was 34% higher in patients without dementia compared to patients with dementia (OR=0.66, 95% CI=0.46-0.95). The overall mean daily dosage was 14.07mg subcutaneous morphine equivalent. After adjustment for age, gender and dementia, dosage was only associated with type of opioid: the estimated mean opioid dose was 70% lower with tramadol (mean ratio=0,30,95% CI=0,23-0,39) and 67% lower with oxycodone and morphine (mean ratio=0,33, 95% CI=0,22-0,48) compared to transdermal buprenorphine and transdermal fentanyl.Conclusions: One in four patients received opioid treatment. It is not clear whether this reflects under- or overtreatment, but these results can serve as a benchmark for geriatric units to guide future pain management practices. The utilization of transdermal fentanyl and buprenorphine, resulting in higher doses of morphine equivalent, poses significant risks for side effects.
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Affiliation(s)
- Wim Henri Janssens
- Department of Geriatrics, University Hospital Ghent, Ghent, Belgium
- Department of Geriatrics, AZ Oudenaarde, Oudenaarde, Belgium
| | | | - Veerle Mouton
- Department of Geriatrics, AZ Groeninge, Kortrijk, Belgium
| | - Peter Desmet
- Department of Geriatrics, VITAZ, Sint-Niklaas, Belgium
| | | | - Elke Steen
- Department of Geriatrics, AZ Sint-Lucas Gent, Ghent, Belgium
| | - Caroline Maere
- Department of Geriatrics, AZ Sint-Lucas Brugge, Bruges, Belgium
| | | | | | | | | | - Bart Werbrouck
- Department of Geriatrics, AZ Jan Yperman, Ypres, Belgium
| | | | - Ruth D. Piers
- Department of Geriatrics, University Hospital Ghent, Ghent, Belgium
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Balafas S, Gagliano V, Di Serio C, Guidugli GA, Saporito A, Gabutti L, Ferrari P. Differential impact of transfusion guidelines on blood transfusion practices within a health network. Sci Rep 2023; 13:6264. [PMID: 37069210 PMCID: PMC10109235 DOI: 10.1038/s41598-023-33549-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Accepted: 04/14/2023] [Indexed: 04/19/2023] Open
Abstract
Whether clinical practice guidelines have a significant impact on practice is unclear. The effect of guideline recommendations on clinical practice often a lags behind the date of publication. We evaluated by means of a data-driven approach if and when the guidelines on red blood cell transfusions (RBCTs) issued by Swiss Smarter Medicine in 2016 had an impact on RBCTs practice within a hospital network, where awareness of guidelines was promoted mainly among internal medicine specialties. Data on RBCTs performed in a Swiss hospital network from January 2014 to April 2021 were analyzed by hospital site and specialty to assess whether guidelines led to a decrease in inappropriate RBCTs. RBCTs were defined as "inappropriate" if patients had a hemoglobin level ≥ 70 g/L without or ≥ 80 g/L with significant cardiovascular comorbidities. Changes in the rate of inappropriate transfusions were analyzed with an advanced statistical approach that included generalized additive models. Overall prior to March 2017 there were more inappropriate than appropriate RBCTs, but after October 2017 the opposite could be observed. A change-point in the time trend was estimated from transfusion data to occur in the time interval between March and October 2017. This change was mainly driven by practice changes in the medical wards, while no significant change was observed in the critical care, surgical and oncology wards. Change in practice varied by hospital site. In conclusion, our results show that a significant change in the RBCTs practice at the hospital level occurred approximately 18 months after national guidelines were issued.
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Affiliation(s)
- Spyros Balafas
- University Centre of Statistics in the Biomedical Sciences CUSSB, UniSR, Milan, Italy
- Vita-Salute San Raffaele University, UniSR, Milan, Italy
| | - Vanessa Gagliano
- Department of Internal Medicine, Ente Ospedaliero Cantonale, Bellinzona, Switzerland
| | - Clelia Di Serio
- University Centre of Statistics in the Biomedical Sciences CUSSB, UniSR, Milan, Italy
- Vita-Salute San Raffaele University, UniSR, Milan, Italy
- Faculty of Biomedicine, Università Della Svizzera Italiana, Lugano, Switzerland
| | | | - Andrea Saporito
- Faculty of Biomedicine, Università Della Svizzera Italiana, Lugano, Switzerland
- Division of Anesthesiology, Ente Ospedaliero Cantonale, Bellinzona, Switzerland
| | - Luca Gabutti
- Department of Internal Medicine, Ente Ospedaliero Cantonale, Bellinzona, Switzerland
- Faculty of Biomedicine, Università Della Svizzera Italiana, Lugano, Switzerland
| | - Paolo Ferrari
- Faculty of Biomedicine, Università Della Svizzera Italiana, Lugano, Switzerland.
- Clinical School, University of New South Wales, Sydney, Australia.
- Department of Nephrology, Ente Ospedaliero Cantonale (EOC), 6900, Lugano, Switzerland.
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Pan L, Zhao R, Zhao N, Wei L, Wu Y, Fan H. Determinants associated with doctors' prescribing behaviors in public hospitals in China. Ann N Y Acad Sci 2021; 1507:99-107. [PMID: 34476819 DOI: 10.1111/nyas.14677] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Revised: 07/11/2021] [Accepted: 07/28/2021] [Indexed: 12/22/2022]
Abstract
Doctors' prescribing behaviors impact both medical expenses and health resources. This study aims to identify the significant determinants of prescribing behaviors of doctors, which could potentially provide theoretical evidence on how to improve prescribing decisions. A multistage, stratified, cluster, random sampling method was employed in this survey. Data were collected from Jiangsu and Shanxi provinces in China in 2018. A total of 444 doctors in public hospitals completed the self-administered questionnaires. A structural equation model based on the theory of planned behavior (TPB) was adopted for analysis. On the basis of the TPB, we constructed a model of doctors' prescribing behaviors, which explained the subjective and objective reasons for irrational prescribing behavior. Behavioral attitude, subjective norms, and perceived behavioral control could positively influence the actual behaviors, of which subjective norms impact prescribing behaviors the most. Employing the TPB helped in identifying determinants of prescribing behaviors from a new perspective. More significant policy changes and government support are required to help improve appropriate prescribing behaviors and ultimately make better prescribing decisions. This study provided a deeper understanding of this complex issue and will inform the development of a theory and evidence-based intervention for future research.
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Affiliation(s)
- Lihua Pan
- The School of Nursing, Nanjing Medical University, Nanjing, P.R. China
| | - Ran Zhao
- The School of Public Health, Nanjing Medical University, Nanjing, P.R. China
| | - Nan Zhao
- The School of Nursing, Nanjing Medical University, Nanjing, P.R. China
| | - Liangmin Wei
- The School of Public Health, Nanjing Medical University, Nanjing, P.R. China
| | - Yanling Wu
- The School of Public Health, Nanjing Medical University, Nanjing, P.R. China
| | - Hong Fan
- The School of Nursing, Nanjing Medical University, Nanjing, P.R. China.,The School of Public Health, Nanjing Medical University, Nanjing, P.R. China
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Del Giorno R, Ottini A, Greco A, Stefanelli K, Kola F, Clivio L, Ceschi A, Gabutti L. Peer-pressure and overuse: The effect of a multimodal approach on variation in benzodiazepine prescriptions in a network of public hospitals. Int J Clin Pract 2020; 74:e13448. [PMID: 31750587 PMCID: PMC7065013 DOI: 10.1111/ijcp.13448] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Revised: 11/05/2019] [Accepted: 11/19/2019] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND The epidemic phenomenon leading to a progressive increase in benzodiazepine prescriptions represents a challenge for healthcare systems. In the hospital setting, indicators of prescription variation and potential of overuse are lacking and are rarely monitored. Inter-hospital monitoring/benchmarking, via peer-pressure, can foster the motivation to change. The aim of this investigation was to analyse whether, the reduction in new benzodiazepine prescriptions obtained thanks to a Choosing Wisely campaign, also contributed to reducing inter-hospital variation. METHODS Secondary analysis of a multicentre longitudinal intervention in a network of five teaching hospitals in Switzerland. We set out to explore the effect, on inter-hospital benzodiazepine prescription variation, of a continuous monitoring/benchmarking strategy, which was proven effective in reducing the intra-hospital prescription rate. The variance was used to assess inter-hospital variation. To investigate the impact of the intervention a segmented regression analysis of interrupted time series was performed. RESULTS A total of 36 299 admissions over 42 months were analysed (1 July 2014 to 31 December 2017). Before the intervention a significant constant upward trend in inter-hospital variability was found (+0.901; SE 0.441; P < .05). After the intervention, the variance trend line significantly changed, decreasing by -0.257 (SE 0.005: P < .001) and producing by December 2017, a 27% absolute reduction. CONCLUSIONS Thanks to a multimodal approach based on monitoring-benchmarking, a significant reduction in inter-hospital benzodiazepine prescription variation was obtained. Aligning to peer strategy is a spontaneous consequence of open benchmarking that can be used to convert a variation-based suspicion of overuse, into an occasion to actively review prescription habits.
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Affiliation(s)
- Rosaria Del Giorno
- Department of Internal Medicine and NephrologyRegional Hospital of Bellinzona and ValliBellinzonaSwitzerland
| | - Andrea Ottini
- Department of Internal Medicine and NephrologyRegional Hospital of Bellinzona and ValliBellinzonaSwitzerland
| | - Angela Greco
- Quality and Patient Safety ServiceLa Carità HospitalLocarnoSwitzerland
| | - Kevyn Stefanelli
- Department of Social Sciences and EconomicsSapienza University of RomeRomeItaly
| | - Florenc Kola
- Department of Internal Medicine and NephrologyRegional Hospital of Bellinzona and ValliBellinzonaSwitzerland
| | - Luca Clivio
- Department of InformaticsEnte Ospedaliero CantonaleBellinzonaSwitzerland
| | - Alessandro Ceschi
- Division of Clinical Pharmacology and ToxicologyInstitute of Pharmacological Sciences of Southern SwitzerlandEnte Ospedaliero CantonaleLuganoSwitzerland
- Department of Clinical Pharmacology and ToxicologyUniversity Hospital ZurichZurichSwitzerland
- Institute of BiomedicineUniversity of Southern SwitzerlandLuganoSwitzerland
| | - Luca Gabutti
- Department of Internal Medicine and NephrologyRegional Hospital of Bellinzona and ValliBellinzonaSwitzerland
- Institute of BiomedicineUniversity of Southern SwitzerlandLuganoSwitzerland
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