interrupted time series analysis
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2022 ◽  
Vol 7 ◽  
pp. 100163
Author(s):  
Rafael Pinto ◽  
Ricardo Valentim ◽  
Lyrene Fernandes da Silva ◽  
Gustavo Fontoura de Souza ◽  
Thaísa Góis Farias de Moura Santos Lima ◽  
...  

2022 ◽  
Vol 12 ◽  
Author(s):  
Dan Ye ◽  
Caijun Yang ◽  
Wenjing Ji ◽  
Jie Zheng ◽  
Jingyi Zhang ◽  
...  

Background: Carbapenems are considered the last line of defence against bacterial infections, but their high consumption and the resulting antibacterial resistance are an increasing global concern. In this context, the Chinese health authority issued an expert consensus on the clinical applications of carbapenems. However, the long- and short-term effects of the expert consensus on carbapenem use are not clear.Methods: This study was conducted in Shaanxi, a northwest province of China. We collected all available carbapenem procurement data between January 2017 and December 2020 from the Provincial Drug Centralized Bidding Procurement System. A quasi-experimental interrupted time series analysis was used to evaluate the longitudinal effectiveness of expert consensus by measuring the change in the Defined Daily Dosesper 1,000 inhabitants per day (DID), the percentage of carbapenem expenditures to total antimicrobial expenditure, the total carbapenem expenditure, and the defined daily cost (DDDc). We used Stata SE version 15.0 for data analysis, and p < 0.05 was considered statistically significant.Results: After the distribution of the expert consensus, the level (p = 0.769) and trend (p = 0.184) of DID decreased, but the differences were not statistically significant. The percentage of carbapenem expenditures to total antimicrobial expenditure decreased abruptly (p < 0.001) after the intervention, but the long-term trend was still upward. There was no statistically significant relationship between the release of the expert consensus and carbapenem expenditure in the long term, but there was a decreasing trend (p = 0.032). However, the expert consensus had a positive impact on the economic burden of carbapenem usage in patients, as the level (p < 0.001), and trend (p = 0.003) of DDDc significantly decreased.Conclusion: The long-term effects of the distribution of the expert consensus on the use and expenditure of carbapenems in public health institutions in Shaanxi Province were not optimal. It is time to set up more administrative measures and scientific supervision to establish a specific index to limit the application of carbapenems.


PLoS ONE ◽  
2022 ◽  
Vol 17 (1) ◽  
pp. e0262530
Author(s):  
Munerah Almulhem ◽  
Rasiah Thayakaran ◽  
Shahjehan Hanif ◽  
Tiffany Gooden ◽  
Neil Thomas ◽  
...  

Background The effect of fasting on immunity is unclear. Prolonged fasting is thought to increase the risk of infection due to dehydration. This study describes antibiotic prescribing patterns before, during, and after Ramadan in a primary care setting within the Pakistani and Bangladeshi populations in the UK, most of whom are Muslims, compared to those who do not observe Ramadan. Method Retrospective controlled interrupted time series analysis of electronic health record data from primary care practices. The study consists of two groups: Pakistanis/Bangladeshis and white populations. For each group, we constructed a series of aggregated, daily prescription data from 2007 to 2017 for the 30 days preceding, during, and after Ramadan, respectively. Findings Controlling for the rate in the white population, there was no evidence of increased antibiotic prescription in the Pakistani/Bangladeshi population during Ramadan, as compared to before Ramadan (IRR: 0.994; 95% CI: 0.988–1.001, p = 0.082) or after Ramadan (IRR: 1.006; 95% CI: 0.999–1.013, p = 0.082). Interpretation In this large, population-based study, we did not find any evidence to suggest that fasting was associated with an increased susceptibility to infection.


PLoS ONE ◽  
2022 ◽  
Vol 17 (1) ◽  
pp. e0261885
Author(s):  
Alexander Carl Gabri ◽  
Maria Rosaria Galanti ◽  
Nicola Orsini ◽  
Cecilia Magnusson

Background Cannabis policy varies greatly across European countries, but evidence of how such policy impacts on recreational cannabis use among young people is conflicting. This study aimed to clarify this association by investigating how changes in cannabis legislation influenced cannabis use. Methods Available data on self-reports of recreational cannabis use among individuals aged 15–34 years was retrieved from EMCDDA. Information on cannabis policy changes was categorized as more lenient (decriminalisation or depenalisation) or stricter (criminalisation, penalisation). Countries that had implemented changes in cannabis legislation or had information on prevalence of use for at least eight calendar years, were eligible for inclusion. We used interrupted time-series linear models to investigate changes in country-specific trajectories of prevalence over calendar time and in relation to policy changes. Results Data from Belgium, Czech Republic, Germany, Italy, Netherlands, Norway, Portugal, Slovakia, Spain, Sweden and United Kingdom, for 1994–2017 was available for analyses. Cannabis use varied considerably over the study period and between countries. On average, use was stable or weakly increasing in countries where legislation was not changed or changed at the extremes of the study period (+0.08 percent per year [95% CI -0.01, 0.17 percent]). In contrast, the pooled average use decreased after changes in legislation, regardless of whether it had become more lenient (-0.22 [-1.21, 0.77]) or stricter (-0.44 [-0.91, 0.03]). Conclusions Our findings do not support any considerable impact of cannabis legislation on the prevalence of recreational cannabis use among youth and young adults in Europe.


2022 ◽  
Author(s):  
Brianna Belsky ◽  
Quentin Minson

Abstract Background. While various strategies for antibiotic restrictions have been validated, their impacts are not well described in smaller, non-teaching facilities. Fluoroquinolones are an appropriate target for restriction based on their propensity for overuse and potential for causing “collateral damage.” Aim. Evaluate the impact of a multifaceted approach to decreasing fluoroquinolone use on fluoroquinolones and alternative antibiotics at a smaller, non-teaching facility. Method. Retrospective, interrupted time series analysis conducted at a single 288-bed, tertiary, non-teaching hospital with 71 adult ICU beds comparing antibiotic consumption measured monthly by defined daily doses per 1000 adjusted patient days (DDD/1000 APD) prior to intervention (January 2011 to August 2014) to short-term (October 2014 to December 2015) and long-term (January 2018 to December 2019) periods following intervention. Results. An increase in downward trends of fluoroquinolone use was observed from prior to intervention (-0.49 DDD/1000 APD) to the short-term period (-1.13 DDD/1000 APD) and to a greater extent in the long-term period following the intervention (-1.32 DDD/1000 APD). Fluoroquinolone consumption decreased from 100.20 DDD/1000 APD in August 2014 to 73.96 DDD/1000 APD in the short-term and 14.89 DDD/1000 APD in the long-term intervention period. Levofloxacin susceptibility for Pseudomonas aeruginosa increased from 61% in 2014 to 83% in 2018. No deleterious effects on Pseudomonas aeruginosa susceptibilities were observed for alternative antibiotics. Conclusion. A multifaceted approach to decreasing fluoroquinolone use at a smaller, tertiary, non-teaching hospital led to a sustained decrease in consumption and a substantial increase in levofloxacin susceptibility to Pseudomonas aeruginosa.


PEDIATRICS ◽  
2022 ◽  
Author(s):  
Lauren Dutcher ◽  
Yun Li ◽  
Giyoung Lee ◽  
Robert Grundmeier ◽  
Keith W. Hamilton ◽  
...  

BACKGROUND AND OBJECTIVES: With the onset of the coronavirus disease 2019 (COVID-19) pandemic, pediatric ambulatory encounter volume and antibiotic prescribing both decreased; however, the durability of these reductions in pediatric primary care in the United States has not been assessed. METHODS: We conducted a retrospective observational study to assess the impact of the COVID-19 pandemic and associated public health measures on antibiotic prescribing in 27 pediatric primary care practices. Encounters from January 1, 2018, through June 30, 2021, were included. The primary outcome was monthly antibiotic prescriptions per 1000 patients. Interrupted time series analysis was performed. RESULTS: There were 69 327 total antibiotic prescriptions from April through December in 2019 and 18 935 antibiotic prescriptions during the same months in 2020, a 72.7% reduction. The reduction in prescriptions at visits for respiratory tract infection (RTI) accounted for 87.3% of this decrease. Using interrupted time series analysis, overall antibiotic prescriptions decreased from 31.6 to 6.4 prescriptions per 1000 patients in April 2020 (difference of −25.2 prescriptions per 1000 patients; 95% CI: −32.9 to −17.5). This was followed by a nonsignificant monthly increase in antibiotic prescriptions, with prescribing beginning to rebound from April to June 2021. Encounter volume also immediately decreased, and while overall encounter volume quickly started to recover, RTI encounter volume returned more slowly. CONCLUSIONS: Reductions in antibiotic prescribing in pediatric primary care during the COVID-19 pandemic were sustained, only beginning to rise in 2021, primarily driven by reductions in RTI encounters. Reductions in viral RTI transmission likely played a substantial role in reduced RTI visits and antibiotic prescriptions.


2022 ◽  
Vol 22 (1) ◽  
Author(s):  
José Antonio Orellana Turri ◽  
Nana Kwame Anokye ◽  
Lionai Lima dos Santos ◽  
José Maria Soares Júnior ◽  
Edmund Chada Baracat ◽  
...  

Abstract Background The increasing burden of obesity generates significant socioeconomic impacts for individuals, populations, and national health systems worldwide. The literature on impacts and cost-effectiveness of obesity-related interventions for prevention and treatment of moderate to severe obesity indicate that bariatric surgery presents high costs associated with high effectiveness in improving health status referring to certain outcomes; however, there is a lack of robust evidence at an individual-level estimation of its impacts on multiple health outcomes related to obesity comorbidities. Methods The study encompasses a single-centre retrospective longitudinal analysis of patient-level data using micro-costing technique to estimate direct health care costs with cost-effectiveness for multiple health outcomes pre-and post-bariatric surgery. Data from 114 patients who had bariatric surgery at the Hospital of Clinics of the University of Sao Paulo during 2018 were investigated through interrupted time-series analysis with generalised estimating equations and marginal effects, including information on patients' characteristics, lifestyle, anthropometric measures, hemodynamic measures, biochemical exams, and utilisation of health care resources during screening (180 days before) and follow-up (180 days after) of bariatric surgery. Results The preliminary statistical analysis showed that health outcomes presented improvement, except cholesterol and VLDL, and overall direct health care costs increased after the intervention. However, interrupted time series analysis showed that the rise in health care costs is attributable to the high cost of bariatric surgery, followed by a statistically significant decrease in post-intervention health care costs. Changes in health outcomes were also statistically significant in general, except in cholesterol and LDL, leading to significant improvements in patients' health status after the intervention. Conclusions Trends multiple health outcomes showed statistically significant improvements in patients' health status post-intervention compared to trends pre-intervention, resulting in reduced direct health care costs and the burden of obesity.


Author(s):  
Ana Isabel Reyes Domínguez ◽  
Svetlana Pavlovic Nesic ◽  
Lourdes Urquía Martí ◽  
María del Carmen Pérez González ◽  
Desiderio Reyes Suárez ◽  
...  

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