Prescriber-led practice changes that can bolster antimicrobial stewardship in community health care settings

Understanding the impact of COVID-19 on antibiotic use in Canadian primary care: a matched-cohort study using EMR data

BACKGROUND

Inappropriate or overuse of antibiotic prescribing in primary care highlights an opportunity for antimicrobial stewardship (AMS) programs aimed at reducing unnecessary use of antimicrobials through education, policies and practice audits that optimize antibiotic prescribing. Evidence from the early part of the pandemic indicates a high rate of prescribing of antibiotics for patients with COVID-19. It is crucial to surveil antibiotic prescribing by primary care providers from the start of the pandemic and into its endemic stage to understand the effects of the pandemic and better target effective AMS programs.

METHODS

This was a matched pair population-based cohort study that used electronic medical record (EMR) data from the Canadian Primary Care Sentinel Surveillance Network (CPCSSN). Participants included all patients that visited their primary care provider and met the inclusion criteria for COVID-19, respiratory tract infection (RTI), or non-respiratory or influenza-like-illness (negative). Four outcomes were evaluated (a) receipt of an antibiotic prescription; (b) receipt of a non-antibiotic prescription; (c) a subsequent primary care visit (for any reason); and (d) a subsequent primary care visit with a bacterial infection diagnosis. Conditional logistic regression was used to evaluate the association between COVID-19 and each of the four outcomes. Each model was adjusted for location (rural or urban), material and social deprivation, smoking status, alcohol use, obesity, pregnancy, HIV, cancer and number of chronic conditions.

RESULTS

The odds of a COVID-19 patient receiving an antibiotic within 30 days of their visit is much lower than for patients visiting for RTI or for a non-respiratory or influenza-like-illnesses (AOR = 0.08, 95% CI[0.07, 0.09] compared to RTI, and AOR = 0.43, 95% CI[0.38, 0.48] compared to negatives). It was found that a patient visit for COVID-19 was much less likely to have a subsequent visit for a bacterial infection at all time points.

CONCLUSIONS

Encouragingly, COVID-19 patients were much less likely to receive an antibiotic prescription than patients with an RTI. However, this highlights an opportunity to leverage the education and attitude change brought about by the public health messaging during the COVID-19 pandemic (that antibiotics cannot treat a viral infection), to reduce the prescribing of antibiotics for other viral RTIs and improve antibiotic stewardship.

Do family medicine residents optimally prescribe antibiotics for common infectious conditions seen in a primary care setting?

Background

Antimicrobial resistance is a worldwide phenomenon that leads to a significant number of unnecessary deaths and costly hospital admissions. More than 90% of antibiotic use happens in the community and of this, family physicians account for two-thirds of these prescriptions. Our study aims to determine whether family medicine residents are optimally trained in antibiotic prescribing for common infectious conditions seen in a primary care setting.

Methods

This study is a secondary analysis of a prior study of antimicrobial stewardship in two urban primary care clinics in central Toronto, Ontario. A total of 1099 adult patient visits were included that involved family medicine resident trainees, seen between 2015 and 2016. The main outcome measures were resident antibiotic prescription rates for each condition and expert-recommended prescribing practices, the rate prescriptions were issued as delayed prescriptions, and the use of first-line recommended narrow-spectrum antibiotics.

Results

Compared to expert-recommended prescribing rates, family medicine residents overprescribed for uncomplicated upper respiratory tract infections (URI) (5.0% [95% CI 2.2% to 9.7%] versus 0% expert recommended) and sinusitis (44.2% [95% CI 32.8% to 55.9%] versus 11%-18% expert range), and under prescribed for pneumonia (53.5% [95% CI 37.7% to 68.8%] versus 100% expert range]). Prescribing rates were within expert recommended ranges for pharyngitis (28.6% [95% CI 16.6% to 43.3%]), bronchitis (3.6% [95% CI 0% to 18.4%]), and cystitis (79.4% [95% CI 70.6% to 86.6%]).

Conclusions

The antibiotic prescribing practices of family medicine residents during their training programs indicated overprescribing of antibiotics for some common infection presentations. Further study of antibiotic prescribing in primary care training programs across Canada is recommended to determine if future family physicians are learning appropriate antibiotic prescribing practices.

Modified term frequency-inverse document frequency based deep hybrid framework for sentiment analysis

Sentiment Analysis is a highly crucial subfield in Natural Language Processing that attempts to extract the public sentiment from the accessible user opinions. This paper proposes a hybridized neural network based sentiment analysis framework using a modified term frequency-inverse document frequency approach. After preprocessing of data, the basic term frequency-inverse document frequency scheme is improved by introducing a non-linear global weighting factor. This improved scheme is combined with the k-best selection method to vectorize textual features. Next, the pre-trained embedding technique is employed for the mathematical representation of the textual features to process them efficiently by the Deep Learning methodologies. The embedded features are then passed to the deep neural network, consisting of Convolutional Neural Network and Long Short Term Memory. Convolutional Neural Networks can build hierarchical representations for capturing locally embedded features within the feature space, and Long Short Term Memory tries to recall useful historical information for sentiment polarization. This deep neural network finally provides the sentiment label. The proposed model is compared with different state-of-the-art baseline models in terms of various performance metrics using several datasets to demonstrate its efficacy.

Characteristics of dentists and patients associated with appropriate antibiotic prescriptions by French dentists: a cross-sectional study using Health Insurance databases

BACKGROUND

The use of antibiotics in dental care is often unnecessary or inappropriate. Our objectives were to identify (i) Clusters of dentists grouped according to their appropriateness score based on proxy indicators' results; and (ii) Dentists' and patients' characteristics associated with the appropriateness of antibiotic prescriptions.

METHODS

We used data of the Health Insurance reimbursement databases on antibiotics prescribed in 2019 by general dental practitioners of the Grand Est region in France. The appropriateness of antibiotic prescriptions was estimated by the results of recently published proxy indicators. We conducted a cluster analysis according to an appropriateness score calculated for each dentist, using the Ward method. We then conducted bivariate and multivariable analyses to identify characteristics associated with these clusters.

RESULTS

We included 3,014 dentists, who prescribed 373,975 antibiotics in 2019, and which were grouped into three clusters: average practices (n = 1,241), better (n = 686), and worse (n = 1,087) than average practices. Overall, dentists had more appropriate prescription practices when they were male (OR for belonging to cluster with "worse than average practices" = 1.37 (p = 0.003) for female), having a predominant surgery practice (p = 0.028) in the Lorraine area (p < 0.0001) for less years (p = 0.0002), when they had healthier patients (i.e., younger, with no chronic diseases, and who received less procedures), and when they had a more prudent use of drugs in general (i.e., less prescriptions of drugs, antibiotics, and non-steroidal anti-inflammatory).

CONCLUSIONS

We identified clusters and characteristics associated with the appropriateness of antibiotic prescriptions made by dentists, which might help guiding antimicrobial stewardship interventions.

Thoughts on the construction of public health informatization for community health archives grass roots management system

With the development of social economy and the continuous improvement of people's living standards, people expect to receive high-level medical services, and the requirements for medical care are also getting higher and higher. However, there are still objective problems such as rising medical costs, difficulty in seeking medical treatment, uneven distribution of medical resources, low efficiency of medical services, and uneven medical quality. This paper first analyzes the significance of public health informatization construction, focuses on the elements of public health informatization construction, and expounds the status quo of health informatization construction and the existing problems in community health informatization. Then, this paper expounds the construction of public health informatization based on the grass-roots management system of community health records, and discusses the construction of a health information platform centered on the health records of community residents. Afterwards, this paper proposes and studies the functions of the community medical information archives management system from three aspects: the composition of the community medical information archives management system, the problems of system management, and the development requirements of the system, and proposes an algorithm based on a decision tree model to enhance public health informology. Finally, on the basis of experiments and investigations, Internet technology and decision tree model algorithms are introduced into the public health information system construction of the community health archives system to build a new public health information system, and the satisfaction rate can be increased by 23%.

Canada has an opportunity to address antimicrobial resistance through COVID-19 recovery spending

Antimicrobial Resistance (AMR) causes more than a million deaths globally per year due to infections incurable with currently available antibiotics. Failing to effectively address AMR will have significant negative consequences for Canadians and the Canadian economy. Canada is behind on allocation of required funding and nationally coordinated AMR mitigation strategies relative to other high-income countries. A Pan-Canadian AMR action plan and development of a new governance model is pending. Recent AMR-specific funding commitments are significant but fall short while distribution of funds indicate a siloed approach. Canada could initiate progress towards AMR mitigation through incorporation within the scope of budget allocations intended for COVID-19 recovery and mitigation efforts. We discuss the following components for inclusion: development of infectious disease diagnostics and therapeutics; antimicrobial stewardship interventions in long-term care and Indigenous communities; environmental monitoring of AMR; comprehensive antimicrobial use, and AMR surveillance; and support for capacity-building in low and middle-income countries.

Moving the needle on dental antibiotic overuse in Canada post COVID-19

Antimicrobial resistance due to over-prescribing in health care, including in dentistry, has been acknowledged as one of the top ten threats to global health by the World Health Organization. Dentistry is responsible for approximately 10% of antibiotics prescribed worldwide and research has shown up to 80% of antibiotics prescribed by dentists may be unnecessary. During the early months of the coronavirus disease 2019 pandemic, when dental offices handled only dental emergencies, it is probable that antibiotics were prescribed more readily and for longer duration to defer treatment for non-urgent cases. These unprecedented times strengthened the realization that strong dental antimicrobial stewardship practises are required in Canada to keep antimicrobial overuse under control. In countries, such as the United Kingdom and Australia, significant work is ongoing in this regard. Canada has made progress in developing tools for antimicrobial stewardship specifically for physicians in community settings, where the vast majority of antibiotics are prescribed, and it is now time to pay attention to antimicrobial stewardship in the field of dental care. Investments in developing a national level dental prescription database, along with monitoring, education and feedback mechanisms, can strongly support moving the needle on dentist-driven antibiotic overuse in Canada.

Population-based incidence of invasive pneumococcal disease in children and adults in Ontario and British Columbia, 2002-2018: A Canadian Immunization Research Network (CIRN) study

BACKGROUND

Invasive pneumococcal disease (IPD) burden, evaluated in Canada using reported confirmed cases in surveillance systems, is likely underestimated due to underreporting. We estimated the burden of IPD in Ontario and British Columbia (BC) by combining surveillance data with health administrative databases.

METHODS

We established a cohort of 27,525 individuals in Ontario and BC. Laboratory-confirmed IPD cases were identified from Ontario's integrated Public Health Information System and the BC Centre for Disease Control Public Health Laboratory. Possible IPD cases were identified from hospitalization data in both provinces, and from emergency department visit data in Ontario. We estimated the age and sex adjusted annual incidence of IPD and pneumococcal conjugate/polysaccharide vaccine (PCV/PPV) serotype-specific IPD using Poisson regression models.

RESULTS

In Ontario, 20,205 overall IPD cases, including 15,299 laboratory-confirmed cases, were identified with relatively stable age- and sex-adjusted annual incidence rates ranging from 13.7/100,000 (2005) to 13.6/100,000 (2018). In BC, 7,320 overall IPD cases, including 5,932 laboratory-confirmed cases were identified; annual incidence rates increased from 10.9/100,000 (2002) to 13.2/100,000 (2018). Older adults aged ≥ 85 years had the highest incidence rates. During 2007-2018 the incidence of PCV7 serotypes and additional PCV13 serotypes decreased while the incidence of unique PPV23 and non-vaccine serotypes increased in both provinces.

CONCLUSIONS

IPD continues to cause a substantial public health burden in Canada despite publicly funded pneumococcal vaccination programs, resulting in part from an increase in unique PPV23 and non-vaccine serotypes.

Measuring the impacts of the Using Antibiotics Wisely campaign on Canadian community utilization of oral antibiotics for respiratory tract infections: a time-series analysis from 2015 to 2019

BACKGROUND

On 1 November 2018, Choosing Wisely Canada launched their Using Antibiotics Wisely primary care campaign, which aimed to reduce unnecessary antibiotic prescriptions for respiratory tract infections (RTIs) through educational tools for patients and providers.

OBJECTIVES

We explored the impact of this campaign on antibiotic utilization in Canada.

METHODS

We conducted a population-based study in Canada between January 2015 and December 2019. We used interventional autoregressive integrated moving average models to study the impact of the Using Antibiotics Wisely campaign on the prescribing rate (prescriptions per 1000 population) of RTI-indicated antibiotics. We analysed prescription rates overall and stratified by age group, drug class and province, in each month over the study period.

RESULTS

There was a 1.5% reduction in the annual prescribing rate of RTI-indicated antibiotics over the study period, which was generally consistent across age groups and provinces. Following the 2018 Using Antibiotics Wisely clinician toolkit release, we observed no significant change in RTI-indicated antibiotic prescribing rates nationally (P = 0.13). This was consistent by age group (children, P = 0.91; adults, P = 0.58; and older adults, P = 0.67) and drug class (narrow-spectrum penicillins, P = 0.88; macrolides, P = 0.85; broad-spectrum penicillins, P = 0.60; cephalosporins, P = 0.45; tetracyclines, P = 0.55; and fluoroquinolones, P = 0.98). In our secondary analysis of prescription rates in provinces that self-identified as prioritizing Using Antibiotics Wisely, we observed no significant change following the launch of the campaign.

CONCLUSIONS

The introduction of the Using Antibiotics Wisely campaign in Canada has not caused a significant change in short-term antibiotic prescribing patterns. Community antibiotic stewardship campaigns that include components beyond education may be more impactful.

Design of proxy indicators estimating the appropriateness of antibiotics prescribed by French dentists: a cross-sectional study based on reimbursement data

Background - The literature shows that the prescription of antibiotics in dental care is often unnecessary or inappropriate. Indicators estimating the appropriateness of antibiotics prescribed by dentists based on routine databases are however not available in the literature. Our objectives were to: (i) design proxy indicators estimating the appropriateness of antibiotics prescribed by dentists; (ii) evaluate their clinimetric properties; and (iii) provide results for these proxy indicators for dentists located in a north-eastern French region.Methods - We selected and adapted proxy indicators from the literature. Using 2019 Regional Health Insurance data, we evaluated the proxy indicators' clinimetric properties (measurability, applicability, and potential room for improvement), their results with performance scores (% of dentists who reached the target value), and the case-mix stability.Results - We included 3,014 general dental practitioners, who prescribed a total of 373,975 antibiotics to 308,123 patients in 2019. We identified four proxy indicators estimating antibiotic prescribing appropriateness in dental care. All proxy indicators had good clinimetric properties. Performance scores were generally low (10.5 to 73.0%, depending on the indicator), suggesting an important room for improvement. These results showed large variations between dentists (large interquartile ranges) and according to the patients' characteristics (case-mix stability).Conclusion - These four proxy indicators might be used to guide antibiotic stewardship interventions in dental care.

Development and evaluation of a primary care antimicrobial stewardship program (PC-ASP) in Toronto, Ontario, Canada

BACKGROUND

Effective community-based antimicrobial stewardship programs (ASPs) are needed because 90% of antimicrobials are prescribed in the community. A primary care ASP (PC-ASP) was evaluated for its effectiveness in lowering antibiotic prescriptions for six common infections.

METHODS

A multi-faceted educational program was assessed using a before-and-after design in four primary care clinics from 2015 through 2017. The primary outcome was the difference between control and intervention clinics in total antibiotic prescriptions for six common infections before and after the intervention. Secondary outcomes included changes in condition-specific antibiotic use, delayed antibiotic prescriptions, prescriptions exceeding 7 days duration, use of recommended antibiotics, and emergency department visits or hospitalizations within 30 days. Multi-method models adjusting for demographics, case mix, and clustering by physician were used to estimate treatment effects.

RESULTS

Total antibiotic prescriptions in control and intervention clinics did not differ (difference in differences = 1.7%; 95% CI -12.5% to 15.9%), nor did use of delayed prescriptions (-5.2%; 95% CI -24.2% to 13.8%). Prescriptions for longer than 7 days were significantly reduced (-21.3%; 95% CI -42.5% to -0.1%). However, only 781 of 1,777 encounters (44.0%) involved providers who completed the ASP education. Where providers completed the education, delayed prescriptions increased 17.7% (p = 0.06), and prescriptions exceeding 7 days duration declined (-27%; 95% CI -48.3% to -5.6%). Subsequent emergency department visits and hospitalizations did not increase.

CONCLUSIONS

PC-ASP effectiveness on antibiotic use was variable. Shorter prescription durations and increased use of delayed prescriptions were adopted by engaged primary care providers.