Antibiotic use in surgical infections at a tertiary teaching hospital in Ghana.

Objective: The study aimed to assess antibiotic prescribing and use patterns at the Department of Surgery, Korle Bu Teaching Hospital. Design: A cross-sectional study design was employed in this study. Setting: The study was conducted at the Department of Surgery, Korle Bu Teaching Hospital. Participants: Forty-two prescribers out of 63 (67%) at the Department of Surgery responded to questionnaires. Over the study period, prescriptions and medical records of 1715 patients from the general surgery, neurosurgery, and urology units were reviewed. Main Outcome Measures: Percentage of prescriptions with antibiotics, percentage of prescribers using guidelines for antibiotic prescriptions, and percentage using culture and sensitivity to inform antibiotic prescriptions. Results: Of the 1715 prescriptions assessed, 75% (1294/1715) were from inpatients, and 45% (772/1715) included an antibiotic. Ciprofloxacin and metronidazole constituted 54% of antibiotic prescriptions from general surgery. Amoxicillin/clavulanic acid and ceftriaxone constituted 64.7% of antibiotic prescriptions from neurosurgery, and ceftriaxone and ciprofloxacin made up 37.7% of antibiotic prescriptions from urology. Microbiology testing was done for only 14.5% (9/62) of inpatients who received antibiotics for treatment. The choice of antibiotics was influenced mainly by doctors' previous experience (37/42, 88.1%). Conclusion: Antibiotics are widely used. About half of all prescriptions had antibiotics, with ciprofloxacin and metronidazole constituting more than half of antibiotic prescriptions from general surgery. Doctors mainly based their antibiotic prescriptions on previous experience and occasionally on microbiological investigations. Funding: None declared.

Prevalence and factors associated with surgical site infections among mothers after cesarean section at Mbarara Regional Referral Hospital, Uganda: an observational retrospective study.

Background: The risk of infection following cesarean delivery is 5-20 times higher than that following normal delivery, contributing to 10% of pregnancy-related mortality. In 2019, Mbarara Regional Referral Hospital (MRRH) performed cesarean section for 40% of deliveries, surpassing the WHO's recommended 15%-20%. The availability and provision of effective prophylactic antibiotics are crucial in preventing surgical site infections (SSIs). Objectives: To determine the prevalence and predictors of SSIs among mothers after cesarean section, length of hospital stay, and antibiotic use at MRRH. Design: This was an observational retrospective study conducted in the maternity ward of the MRRH. Methods: Data on the diagnosis of SSI, length of hospital stay, and antibiotic use were extracted and entered into EpiData software version 3.1 and analyzed using STATA version 15. We conducted logistic regression analysis to identify factors independently associated with SSIs. We also compared the length of hospital stay. Results: The prevalence of post-cesarean SSIs was 7.9% (95% CI: 6.3%-9.9%). Mothers aged 25 years and younger were less likely to develop SSIs (adjusted odds ratio (aOR): 0.53, 95% CI: 0.30-0.93; p = 0.027). Those with more than six pregnancies were more likely to develop SSIs (aOR: 3.4; 95% CI: 1.35-8.58; p = 0.009). The median length of stay was 8 days for mothers who developed an SSI (interquartile range (IQR): 5, 16) and 3 (IQR: 3, 4) days for those who did not (p < 0.001). Prophylactic antibiotics were prescribed to 83.4% of the women (95% CI: 80.7-85.8). Ampicillin (88.2%) was the most prescribed prophylactic antibiotic, and metronidazole was the most prescribed postoperatively (97.8%) and at discharge (77.6%). Conclusion: The current prevalence of post-cesarean SSIs is higher in Uganda than in developed countries. Older age and having had more than six pregnancies are independent predictors of SSIs, and post-cesarean SSI significantly prolonged hospital stay.

Factors associated with antibiotic use in children hospitalized for acute viral gastroenteritis and the relation to rotavirus vaccination.

Evidence on unnecessary antibiotic use in children with acute viral gastroenteritis (AGE) is scarce. We characterized the extent and correlates of antibiotic use among children hospitalized with viral AGE. A single-center study enrolled children aged 0-59 months hospitalized for AGE between 2008 and 2015 in Israel. Information was collected on laboratory tests, diagnoses, antibiotic treatment, and rotavirus vaccination. Stool samples were tested for rotavirus antigen, GII-norovirus, and stool cultures were performed for bacterial enteropathogens. Data from 2240 children were analyzed. Rotavirus vaccine was given to 79% of eligible children. Rotavirus test was performed on 1419 (63.3%) children. Before the introduction of universal rotavirus vaccination (2008-2010), rotavirus positivity in stool samples was 37.0%, which declined to 17.3% during the universal vaccination years (2011-2015). Overall, 1395 participants had viral AGE. Of those, 253 (18.1% [95% CI 16.1-20.2]) had unnecessary antibiotic treatment, mostly penicillin 46.6%, ceftriaxone 34.0% and azithromycin 21.7%. A multivariable analysis showed an inverse association between rotavirus vaccination and unnecessary antibiotic treatment (odds ratio = 0.53 [95% CI 0.31-0.91]), while positive associations were found with performing chest-X-ray test (3.00 [1.73-5.23]), blood (3.29 [95% CI 1.85-5.86]) and urine cultures (7.12 [3.77-13.43]), levels of C-reactive protein (1.02 [1.01-1.02]) and leukocytes (1.05 [1.01-1.09]). The results were consistent in an analysis of children with laboratory-confirmed rotavirus or norovirus AGE, or after excluding children with CRP > 50 mg/L. In conclusion, antibiotic prescription was common among hospitalized children with viral AGE, which was inversely related to rotavirus vaccination, possibly due to less severe illness in the vaccinated children.

Lack of Knowledge of Antibiotic Risks Contributes to Primary Care Patients' Expectations of Antibiotics for Common Symptoms.

Patient expectations of receiving antibiotics for common symptoms can trigger unnecessary use. We conducted a survey (n = 564) between January 2020 to June 2021 in public and private primary care clinics in Texas to study the prevalence and predictors of patients' antibiotic expectations for common symptoms/illnesses. We surveyed Black patients (33%) and Hispanic/Latine patients (47%), and over 93% expected to receive an antibiotic for at least 1 of the 5 pre-defined symptoms/illnesses. Public clinic patients were nearly twice as likely to expect antibiotics for sore throat, diarrhea, and cold/flu than private clinic patients. Lack of knowledge of potential risks of antibiotic use was associated with increased antibiotic expectations for diarrhea (odds ratio [OR] = 1.6; 95% CI, 1.1-2.4) and cold/flu symptoms (OR = 2.9; 95% CI, 2.0-4.4). Lower education and inadequate health literacy were predictors of antibiotic expectations for diarrhea. Future antibiotic stewardship interventions should tailor patient education materials to include information on antibiotic risks and guidance on appropriate antibiotic indications.

Prevalence of self-medication practices with antibiotics and associated factors among students in five colleges in Eritrea: a cross-sectional study.

BACKGROUND: Despite their significant contribution to reducing mortality and morbidity from infectious diseases, antibiotics face challenges due to their inappropriate use, one of which is self-medication. This study assessed the prevalence of|| self-medication with antibiotics among Eritrean college students and its associated factors. METHODS: An analytical cross-sectional study evaluated the prevalence of self-medication with antibiotics among students from five colleges from September 2019 to February 2020. Participants were selected through simple random sampling, and each participant completed a structured questionnaire covering socio-demographic characteristics, knowledge and attitudes toward antibiotics, and self-medication practices. Logistic regression analysis was employed to identify factors associated with self-medication with antibiotics. RESULTS: The study distributed 380 questionnaires, with 375 returned, yielding a response rate of 98.68%. Findings revealed that 80.3% of participants were familiar with antibiotics. Additionally, 18.8% agreed with non-prescription antibiotic use for simple ailments. Of the 252 respondents who answered, 67.1% reported self-medication with antibiotics. Within the preceding six months, the prevalence of such self-medication was 34.3%. Factors associated with self-medication included college affiliation, with participants from the College of Science (COS) exhibiting lower odds (AOR = 0.38, 95% CI: 0.16-0.91, p = 0.03) compared to the College of Business and Social Sciences (CBSS) students. Those living in dormitories had 2.4 times higher odds (AOR = 2.42, 95% CI: 1.7-5.02, p = 0.017) to self-medicate compared to those living with family. Moreover, individuals unaware of antibiotic resistance had higher odds (AOR = 2.41, 95% CI: 1.24-4.7, p = 0.009) of self-medication. Attitude score was also significantly associated with self-medication (AOR = 0.88, 95% CI: 0.8-0.98, p = 0.027). CONCLUSIONS: These results highlight the necessity for tailored educational programs to advocate for appropriate antibiotic utilization and mitigate the prevalent misuse of antibiotics among college students. Initiatives focused on increasing knowledge about the dangers linked with self-medication and advocating for conscientious antibiotic usage are essential in combating the escalating challenge of antibiotic resistance and safeguarding public health.

Health literacy and its association with antibiotic use and knowledge of antibiotic among Egyptian population: cross sectional study.

BACKGROUND: High prevalence of inappropriate antibiotic use in different sectors of the community indicates a possible strong influence of social and cultural context, which may be influenced by social determinants of health and thereby affecting individuals' health-related behavior, including antibiotic use. And such health-related behavior is largely determined by individuals' health literacy. OBJECTIVE: The purpose of this research was to examine the relationship between the Egyptian population's health literacy, antibiotic use, and antibiotic knowledge. METHOD: In Egypt, researchers used a cross-sectional study design, between the period of January and March 2024 using validated questionnaires and recruited a convenient sample of adults from seven governorates representing different geographic areas, and socioeconomic and educational backgrounds with the help of the validated questionnaires the HLS-EU-Q16, a shortened version of the European Health Literacy Survey Questionnaire (derived from the World Health Organization's Antibiotic Resistance: Multi-Country Public Awareness Survey) and, familiarity with drugs and understanding of antibiotic resistance via online methods and face-to-face interviews. RESULTS: The survey included a participation of 500 persons in total. The participants' age distribution indicated that 28.8% (n = 144) were aged 18-24, while 27.4% (n = 137) were within the 25-34 age group. Moreover, a total of 274 participants, accounting for 54.8% of the sample, described themselves as female. Significantly, 60.7% of the patients indicated acquiring antibiotics without a prescription. The evaluation of health literacy (HL) levels among the participants revealed that 36.2% had problematic HL, while 8.4% showed inadequate HL. A strong positive link was found between the scores of antibiotic knowledge and the scores of HL (R = 0.876; P-value = 0.001). CONCLUSION: Overall, it is imperative to implement awareness-raising curricula and public health education initiatives without delay. Furthermore, it is highly advised to implement public health awareness initiatives about the appropriate use of antibiotics, alongside national policies aimed at regulating the availability and prescription of antibiotics.

An Evidence-Based Serious Game App for Public Education on Antibiotic Use and Resistance: Randomized Controlled Trial.

BACKGROUND: The misuse and overuse of antibiotics accelerate the development of antimicrobial resistance (AMR). Serious games, any form of games that serve a greater purpose other than entertainment, could augment public education above ongoing health promotion efforts. Hence, we developed an evidence-based educational serious game app-SteWARdS Antibiotic Defence-to educate players on good antibiotic use practices and AMR through a game quest comprising 3 minigames and interaction with the nonplayer characters. OBJECTIVE: We aimed to evaluate the effectiveness of the SteWARdS Antibiotic Defence app in improving the knowledge of, attitude toward, and perceptions (KAP) of appropriate antibiotic use and AMR among the public in Singapore. METHODS: We conducted a 2-arm parallel randomized controlled trial, recruiting visitors aged 18-65 years from 2 polyclinics in Singapore. Intervention group participants had to download the SteWARdS Antibiotic Defence app (available only in English and on the Android platform) on their smartphones and complete the quest in the app. Participants took half a day to 2 weeks to complete the quest. The control group received no intervention. Knowledge questions on antibiotic use and AMR (11 binary questions) were self-administered at baseline, immediately after the intervention, and 6-10 weeks post intervention, while attitudes and perception questions (14 three-point Likert-scale questions) were self-administered at baseline and 6-10 weeks post intervention. We also collected participants' feedback on app usage. RESULTS: Participants (n=348; intervention: n=142, control: n=206) had a mean age of 36.9 years. Intervention group participants showed a statistically significant improvement in mean knowledge score (effect size: 0.58 [95% CI 0.28-0.87]) compared with controls after accounting for age, educational level, and exposure to advertisements on antibiotics and AMR. Intervention participants also showed a statistically significant improvement in mean attitude-perception scores (effect size: 0.98 (95% CI 0.44-1.52)) after adjusting for marital status and race. A majority of participants agreed that the "SteWARdS Antibiotic Defence" app improved their awareness on antibiotic use (135/142, 95.1%) and AMR (136/142, 95.8%). About 73.9% (105/142) of the participants agreed that the app is easy to use, 70.4% (100/142) agreed that the app was enjoyable, and 85.2% (121/142) would recommend the app to others. CONCLUSIONS: Our educational serious game app improves participants' KAP on appropriate antibiotic use and AMR. Public education apps should be engaging, educational, easy to use, and have an attractive user interface. Future research should assess the effectiveness of interventions in facilitating long-term knowledge retention and long-lasting behavioral change. TRIAL REGISTRATION: ClinicalTrials.gov NCT05445414; https://clinicaltrials.gov/ct2/show/NCT05445414. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.2196/45833.

Prevalence and correlates of oral antibiotic use in Canada.

Background: Antimicrobial use (AMU) is a known driver of antimicrobial resistance. Insight into prevalence and correlates of AMU can help identify health inequities and areas for targeted action. To better understand sociodemographic and medical dimensions of AMU in Canada, the Public Health Agency of Canada, in partnership with Statistics Canada, developed a Rapid Response Module questionnaire on self-reported oral antibiotic use, to be administered as part of the 2018 Canadian Community Health Survey (CCHS). Objective: To provide data on the proportion of people in Canada that self-report the use of antibiotics and sociodemographic and health factors associated with use. Methods: This cross-sectional study used data from the CCHS, a national survey of 24,176 people with a clustered multi-stage stratified random sampling design. In 2018, an antibiotic use module was administered to CCHS participants. Results: Among respondents 18 years and older, 26% reported receipt of at least one oral antibiotic over the past year. Several sociodemographic and health factors had higher adjusted odds of receiving an antibiotic prescription, including those aged 18 years compared to aged 48 years (mean), women compared to men, immigrants compared to non-immigrants (excluding Indigenous), current and former smokers compared to those who have never smoked, and those with comorbidities (asthma, chronic obstructive pulmonary disease, arthritis, heart disease, cancer, bowel disorder and urinary incontinence). Conclusion: Variations in AMU across different key populations and sociodemographic groups highlight the need to improve our understanding of different drivers of AMU and for tailored interventions to reduce inequitable risks of antimicrobial resistance.

Achilles tendon ruptures related to fluoroquinolone use - How can we manage these patients? A case series.

BACKGROUND: Fluoroquinolone antibiotics can increase the risk of tendon rupture. Treatment of these Achilles ruptures can be difficult due to comorbidities. METHODS: A case series of 13 consecutive patients with Achilles ruptures following fluoroquinolone use were identified over a 2 year period through the Achilles Tendon rupture clinic and managed conservatively using functional rehabilitation. Follow-up with the Achilles tendon rupture score (ATRS) was completed at 3 months, 6 months and 12 months. RESULTS: Improvements were seen in ATRS scores over 12 months. CONCLUSIONS: This case series is the largest published. Improvements were seen in ATRS scores indicating that this cohort can be managed successfully using functional rehabilitation after fluoroquinolone-induced Achilles rupture.

Should my child be given antibiotics? A systematic review of parental decision making in rural and remote locations.

BACKGROUND: The emergence and growth in antibiotic resistant bacteria is a critical public health problem exacerbated by the misuse of antibiotics. Children frequently succumb to illness and are often treated with antibiotic medicines which may be used improperly by the parent. There is limited evidence of the factors influencing parental decision-making about the use of antibiotics in low-resource contexts. The aim of this systematic review was to understand and describe how parents living in rural and remote locations make choices about their children's antibiotic use. METHOD: The CINAHL, Web of Science, Medline, Scopus and Academic Search Premier databases were systematically searched from 31 January until 28 June in 2023. No date restrictions were applied and additional search methods were utilised to identify further studies that met inclusion criteria. Eligibility criteria included studies which reported on factors contributing to parental decisions about their children's use of antibiotics in rural and remote settings. The Joanna Briggs Institute Critical Appraisal Checklists were employed to evaluate studies. Characteristics and findings were extracted from studies, and data was synthesised descriptively and presented in summary tables. RESULTS: A total of 3827 articles were screened and 25 worldwide studies comprising of quantitative, qualitative and prospective designs were included in the review. Studies that reported the number of rural caregivers consisted of 12 143 participants. Data analysis produced six broad themes representing the mechanisms that influenced parents in their access and use of antibiotics: the child's symptoms; external advice and influences; parent-related determinants; barriers to healthcare; access to antibiotics; and socio-demographic characteristics. CONCLUSIONS: A number of factors that influence parents' prudent use of antibiotics in rural contexts were identified. In seeking to enhance appropriate use of antibiotics by parents in rural and remote settings, these determinants can serve to inform interventions. However, the identified studies all relied upon parental self-reports and not all studies reviewed reported survey validation. Further research incorporating validated measures and intervention strategies is required. REGISTRATION DETAILS: Should my child be given antibiotics? A systematic review of parental decision making in rural and remote locations; CRD42023382169; 29 January 2023 (date of registration). Available from PROSPERO.

Multicomponent Approaches to Reduce Multidrug-Resistant Organisms in Critical Care: Determining the Ideal Strategy.

Although there is ample proof of the advantages of infection prevention and Control (IPC) in acute-care hospitals, there is still some questions about the efficacy of IPC interventions for multidrug-resistant organisms (MDROs), and there is a need for the development of evidence-based practices. No healthcare facility has found a single effective technique to reduce MDRO. However, a multicomponent intervention that included improved barrier protection, chlorhexidine bathing, microbiological monitoring, and staff involvement significantly decreased the likelihood of infection in the patient surroundings with multidrug-resistant organisms. A practical strategy suited to reducing the burden of MDROs and their transmission potential in the critical care unit must be established in light of the global development of AMR. In this review, we summarize key findings of a multicomponent approaches to reduce MDROs in critical care units.

Impact of the COVID-19 Pandemic on Inpatient Antibiotic and Antifungal Drug Prescribing Volumes in Germany.

BACKGROUND: Previous studies found that the coronavirus disease 2019 (COVID-19) pandemic had a variable impact on the consumption of antimicrobial drugs in human medicine, with trends in several European countries differing between community and inpatient prescribing. AIM: This study analysed changes in the volumes and use density of antibacterial and antifungal drugs dispensed in acute care hospitals in Germany between 2019 and 2022. METHODS: Surveillance data for the four years available from 279 hospitals were expressed as the total volumes of daily doses or as use density (daily doses per 100 patient/occupied bed days) per year and analysed descriptively, using recommended hospital-adapted daily dose definitions (RDDs) and (as sensitivity analysis) WHO/ATC-defined daily dose definitions (DDD). Hospitals were stratified according to size (number of beds), university affiliation, and location (East, West, South). RESULTS: There were significant decreases in both the total number of patient days and antibacterial drug volumes in 2020 through 2022 compared with 2019. The relative changes between 2019 and 2020, 2021, and 2022 were -12.8%, -13.5%, and -13.3% for patient days, and -9.7%, -11.0%, and -10.1% for antibacterial RDDs, respectively. Broad-spectrum betalactams, notably piperacillin-tazobactam and carbapenems, increased in volume, unlike most other drug classes. The resulting antibacterial drug use density was slightly but significantly increased, with pooled means (and medians) of 43.3 (40.0) RDD/100 in 2019 compared to 44.8 (41.7), 44.5 (40.80), and 44.9 (41.7) RDD/100 in the years 2020 through 2022, respectively. Antifungal drug volumes and use density increased after 2019 and peaked in 2021 (the difference between 2019 and 2021 for total volumes was +6.4%, and that for pooled mean use density values was +22.9%, respectively). These trends were similar in the different hospital strata and comparable when DDDs instead of RDDs were used. CONCLUSIONS: Similar to what has been observed in a majority of European countries, the total volume of antibacterial drug use in German acute care hospitals decreased with the pandemic, without a rebound phenomenon in 2022. In association with restricted hospital capacities and presumably more immunocompromised general medicine patients, however, inpatient prescribing of (primarily broad-spectrum) antibacterials and of antifungal drugs increased.

Exploring Antibiotic Use in the Community: A Household-Based Survey Using the Drug Bag Method in Rural Burkina Faso.

In Burkina Faso, there is lack of awareness of antibiotic use at the community level. This study aims to generate information on the commonly used antibiotics along with the reasons for which they have been used in rural Burkina Faso. The drug bag method was employed to collect information from 423 households in the health district of Nanoro. Descriptive analyses were performed using R software version 4.2.1. Of the 33 antibiotics inventoried, amoxicillin tablets and oxytetracycline were the most recognized and used antibiotics. This study indicated that antibiotics were used for a range of health problems in the community, some of which were administered as painkillers. While primary healthcare facilities constituted the primary source of drugs for households (76.8%), informal drug sellers constituted an additional option (61.5%) for community members. This is a significant concern, given that some antibiotics classified as "Watch"-such as norfloxacin-were readily available in these outlets, despite not being included on the country's Essential Medicines List. This study underscores the necessity of considering the role played by formal providers in the inappropriate use of antibiotics and the importance of understanding the circumstances and logical reasoning underlying communities' access to and use of antibiotics.

Veterinary support staff knowledge and perceptions of antimicrobial drug use, resistance, and stewardship in the United States.

Antimicrobial drug use (AMU) in veterinary medicine may contribute to antimicrobial resistant (AMR) infections in both animals and people. Efforts to improve AMU in companion animal medicine are underway and should include all members of the veterinary team, including veterinary support staff. Our objective was to describe knowledge and attitudes regarding AMU, AMR, and antimicrobial stewardship (AMS) in companion animal medicine among veterinary support staff professionals in the United States using an anonymous, online questionnaire. Additionally, we sought to explore veterinary support staff perceptions of their role in the antimicrobial drug (AMD) prescribing process. Veterinary technicians, nurses, assistants, client care representatives, and hospital managers (n = 337) considered AMR a global concern (83.4%), and 40% reported receiving AMR education from their employer. Few (18.3%) were aware of AMS, with only 6.4% indicating that their clinic had an AMS program. Frequent involvement in the AMD prescribing process was reported (43.4%), but only 19.7% perceived involvement with AMS interventions. Approximately one-third of participants (34.9%) said that advice regarding the need for AMDs was routinely provided by staff to pet owners prior to veterinary consultation. Participants estimated that 82.6% of all AMD prescriptions were filled at the clinic as opposed to an outside pharmacy. Given their direct involvement in the AMD prescribing process and frequent interactions with pet owners, AMS should be emphasized to all veterinary staff. Involving support staff in AMS interventions is necessary to improve AMU in companion animal medicine.

Nurses' contribution to antimicrobial stewardship: business as usual?

BACKGROUND: Antimicrobial Stewardship (AMS), the set of actions to ensure appropriate antimicrobial use, is increasingly considered a multidisciplinary endeavour. However, it is unclear how Dutch hospital-based nurses envision their contribution to AMS. OBJECTIVE: To explore the views and visions of Dutch bedside nurses on their role regarding appropriate antimicrobial use. METHODS: A qualitative study using semi-structured interviews was conducted. Fourteen bedside nurses in nine different Dutch hospitals participated. Data were analysed using a thematic content analysis. RESULTS: Nurses considered their role regarding appropriate use of antibiotics as an integral part of their daily nursing practice. They envisioned their future role as an expansion of their current practice, improving or intensifying this contribution. Prompting review of antimicrobial treatment by nurses was seen as regular practice. Ward rounds were considered the best moment to exert their nursing role, by showing leadership in communicating about different aspects of AMS. Patient advocacy ("striving for the best possible care for their patient") appears to be a driver of the nursing contribution. Nurses perceived a shared responsibility with prescribers on certain aspects of the antimicrobial treatment and wished for a clarification of this role. Education and cognitive reminders such as antibiotic checklist to be used in ward rounds, can support the uptake of the nurses' role. CONCLUSION: Nurses envision their future role in AMS as an enhanced, elaborated and empowered version of their current daily practice. Education, formal acknowledgment and increased awareness of the nursing role, may advance the contributing role nurses already have.

Exploring drivers of self-treatment with antibiotics in three agricultural communities of northern Tanzania.

BACKGROUND: Antimicrobial resistance (AMR) poses a significant global health threat, particularly in low- and middle-income countries (LMICs). Self-treatment with antibiotics, the practice of using antibiotics without professional guidance, is often considered an important contributor to the emergence and spread of AMR. METHOD: This study investigated the drivers of self-treatment in three common types of agricultural communities in northern Tanzania. The research employed a comprehensive array of methods, including cross-sectional surveys (n = 790), interviews (n = 30) and observations (n = 178) targeting both antibiotic (human and animal) providers and users (patients and farmers). Qualitative interview data were analysed using a coding and association matrix, while descriptive analyses were performed on survey and observation data. RESULTS: Self-treatment with antibiotics was highly prevalent in all communities. Between 41.0% (self-reported) and 60.3% (observed) of human antibiotics were obtained without a prescription and we observed that veterinary antibiotics were regularly purchased in retail shops without referral by a professional. Structural deficiencies in the healthcare system drove this practice: limited access to healthcare facilities, medication stockouts and prolonged waiting times were identified as key factors. The absence of safety nets like insurance schemes further contributed to self-medication. Retail shops offered a convenient and cost-effective alternative when antibiotics were inaccessible or unaffordable. Notably, informal networks comprising treatment vendors, friends or neighbours, as well as personal experiences played a crucial role in guiding individuals in their self-treatment decisions by providing advice on treatment choice and modalities. CONCLUSIONS: Addressing self-treatment requires a multi-faceted approach. Improving the availability and accessibility of antibiotics, enhancing healthcare services and involving retail vendors in antibiotic stewardship are essential. Structural issues like access to diagnostics and medicines must be tackled, alongside reducing barriers and incentivising individuals to use professional healthcare services. Training retail vendors to sell specific first-line antibiotics over the counter with guidance on appropriate usage should be considered. Such bottom-up interventions will enable sustainable promotion of responsible antibiotic use, mitigating AMR emergence and securing a healthier future for all.

Feasibility of Calculating Indicators for Intensive Care Unit Antibiotic Use Based on Routine Electronic Health Record Data.

This study evaluated the feasibility of utilizing routinely collected EHR data to calculate pre-developed quality indicators on antibiotic use. Three out of four indicators were found feasible. Main barriers included local codes for lab tests and surveillance cultures and lack of data on empirical prescription. Future studies should include data from multiple ICUs to test the variations in QIs between ICUs.

Anomaly detection in the veterinary antibiotic prescription surveillance system (IS ABV).

Antibiotic resistance is one of the major concerns in veterinary and human medicine and poses a considerable threat to both human and animal health. It has been shown that over- or misuse of antibiotics is one of the primary drivers of antibiotic resistance. To develop the surveillance of antibiotic use, Switzerland introduced the "Informationssystem Antibiotika in der Veterinärmedizin" (IS ABV) in 2019, mandating electronic registration of antibiotic prescriptions by all veterinarians in Switzerland. However, initial data analysis revealed a considerable amount of implausible data entries, potentially compromising data quality and reliability. These anomalies may be caused by input errors, inaccuracies, incorrect or aberrant master data or data transmission and make analysis impossible. To address this issue efficiently, we propose a two-stage anomaly detection framework utilizing machine learning algorithms. In this study, our primary focus was on cattle treatments with either single or group therapy, as they were the species with the highest prescription volume. However, not all outliers are necessarily incorrect; some may be legitimate but unusual antibiotic treatments. Thus, expert review plays a crucial role in distinguishing outliers, that are correct from actual errors. Initially, relevant prescription variables were extracted and pre-processed with a custom-built scaler. A set of unsupervised algorithms calculated the probability of each data point and identified the most likely outliers. In collaboration with experts, we annotated anomalies and established anomaly thresholds for each production type and active substance. These expert-annotated labels were then used to fine-tune the final supervised classification algorithms. With this methodology, we identified 22,816 anomalies from a total of 1,994,170 prescriptions in cattle (1.1 %). Cattle with no further specified production type had the most (2 %) anomalies with 7758 out of 379,995. The anomalies were consistently identified and comprised prescriptions with too high and too low dosages. Random Forest achieved a ROC-AUC score of 0.994, (95 % CI: 0.992, 0.995) and a F1-Score of 0.962 (95 % CI: 0.958, 0.966) for single treatments. The versatility of this framework allows its adaptation to other species within IS ABV and potentially to other prescription-based surveillance systems. If applied regularly to uploaded prescriptions, it should reduce input errors over time, improving the validity of the data in the long term.

Patterns and drivers of antibiotic use in small-scale broiler production systems in Lilongwe District, Malawi.

Reducing the inappropriate use of antibiotics in food animals is a global priority to address antimicrobial resistance (AMR). We investigated practices and factors associated with antibiotic use in small-scale commercial broiler farms in Lilongwe district, Malawi. We used structured questionnaires to collect data on recent antibiotic use practices among 128 broiler farmers, who kept between 50 and 1 000 birds, from December 2022 to March 2023. Logistic regression analysis was used to identify risk factors associated with antibiotic use. Over half (53.1 %, n=68) of the farms reported using antibiotics at least once in the previous production cycle. Overall, 11 different types of antibiotics were used either for treatment and/or preventive purposes, with oxytetracycline (88.2 %), erythromycin (29.4 %), and enrofloxacin (26.5 %) reported as the frequently used. One-third of all antibiotic formulations contained multiple active antibiotic ingredients, with 12 % containing four antibiotics. Covariates associated with an increased likelihood of antibiotic use include disease incidence (OR=13.8, 95 % CI 5.27-42.50, p<0.001) and entry of wild birds into poultry houses (OR=3.56, 95 % CI =1.44-9.61, p=0.008). Our study highlights inappropriate usage of antibiotics, largely associated with reduced biosecurity and disease incidence. These findings underscore the need to strengthen veterinary services, reinforce regulations on antibiotic access and use, and farmer education programs promoting proper husbandry, biosecurity, and responsible antibiotic use.

A confirmation of the predictive utility of the Antibiotic Use Questionnaire.

BACKGROUND: The change in the efficacy of antimicrobial agents due to their misuse is implicated in extensive health and mortality related concerns. The Antibiotics Use Questionnaire (AUQ) is a theory driven measure based on the Theory of Planned Behaviour (TpB) factors that is designed to investigate drivers of antibiotic use behaviour. The objective of this study is to replicate the factor structure from the pilot study within a similar Australian confirmation cohort, and to extend this through investigating if the factor structure holds in a Chinese-identifying cohort. METHODS: The AUQ was disseminated to two cohorts: a confirmation cohort similar to the original study, and a Chinese identifying cohort. Data analysis was completed on the two data sets independently, and on a combined data set. An orthogonal principal components analysis with varimax rotation was used to assess the factor structure, followed by general linear models to determine the influence of the TpB factors on reported antibiotic use. RESULTS: 370 participant responses from the confirmation cohort, and 384 responses from the Chinese-identifying cohort were retained for analysis following review of the data. Results showed modest but acceptable levels of internal reliability across both cohorts. Social norms, and the interaction between attitudes and beliefs and knowledge were significant predictors of self-reported antibiotic use in both cohorts. In the confirmation cohort healthcare training was a significant predictor, and in the Chinese-identifying cohort education was a significant predictor. All other predictors tested produced a nonsignificant relationship with the outcome variable of self-reported antibiotic use. CONCLUSIONS: This study successfully replicated the factor structure of the AUQ in a confirmation cohort, as well as a cohort that identified as culturally or legally Chinese, determining that the factor structure is retained when investigated across cultures. The research additionally highlights the need for a measure such as the AUQ, which can identify how differing social, cultural, and community factors can influence what predicts indiscriminate antibiotic use. Future research will be required to determine the full extent to which this tool can be used to guide bespoke community level interventions to assist in the management of antimicrobial resistance.