Correlation of vitamin D receptor genotypes, specific IgE levels and other variables with asthma control in children.

INTRODUCTION: Asthma is a common condition affecting millions of children globally. The main goal of this study is to assess factors related to asthma management, particularly atopy level and the impact of genetic variants of the vitamin D receptor (VDR) gene. METHODS: Asthmatic children were enrolled in an outpatient respiratory clinic. Information on patients' medication adherence, medical and medication factors, and sociodemographic were gathered. Spirometry FEV1% and FVC% measurements, and the asthma control test were used to evaluate the severity of asthma, and genotyping of the VDR gene and radioallergosorbent test (RAST) were conducted. Regression analyses were conducted to evaluate variables associated with asthma control and spirometry measures. RESULTS: A total of 313 participants (67.4% males) were recruited in the current study. The mean age was 9.37 (±3.45) years. The mean score for adherence was 4.26 (±2.52), and only 46% of the participants had controlled asthma. Forward conditional stepwise binary regression showed that low and moderate Inhaled corticosteroids (ICS) dose (OR= 0.42 (95% CI 0.20-0.90), p = 0.026; OR = 0.371 (95% CI 0.2-0.72), p = 0.003, respectively) decreased the odds of being in the controlled asthma group, while higher inhaler score (OR = 2.75 (95% CI 2.17-3.49, p < 0.001)) increased the odds of being in the controlled asthma group. However, results found no association between VDR genotype and asthma control, spirometry values or hospitalization due to asthma. CONCLUSIONS: The results indicated that many of the asthma patients had poorly controlled asthma. Factors that were associated with poor asthma control included poor inhaler technique.

Jordanians' knowledge, attitude and practice regarding adverse drug reactions reporting.

Objectives: The purpose of the current study was to evaluate the general public knowledge, attitudes, and practice regarding Adverse Drug Reactions (ADRs) reporting and pharmacovigilance in Jordan. Methods: A cross-sectional study was conducted between July 16, 2022, and July 30, 2022, in Jordan. During the study period, an electronic survey consisting of 4 sections was administered to a convenience sample of Jordanians (aged 18 or above) using 2 social media platforms (Facebook and WhatsApp). Logistic regression analysis was used to screen the predictors of ADRs reporting by the participants. Results: A total of 441 participants completed the survey. The majority of the participants (67.6%) were females, 53.1% between 26 and 45 years old. Almost all participants (96.3%) were always aware of the indication of the medications they take, the time and frequency (87.8%), and the duration of medications (84.4%). Nearly one-third of the participants (37.4%) asked about their medications' ADRs. However, the drug information leaflet was the most frequently used source of ADR information (33.3%). The majority of responders believed that both healthcare providers and consumers should report ADRs (93.4% and 80.3%, respectively). Only one-quarter of respondents (27.2%) believed that consumers could directly report ADRs through the Jordan pharmacovigilance program. The majority of patients who had experienced ADRs (70.3%) were aware that ADRs should be reported, and among them, 91.9% had reported the ADRs to healthcare providers. Furthermore, few participants (8.1%) reported it to the Jordan National Pharmacovigilance Centre (JNCP). Linear regression revealed that none of the demographic characteristics (age, gender, education, job, and social status) were affecting public reporting practice of the ADRs (P > 0.05 for all). Conclusion: Respondents showed fair knowledge about adverse drug reactions and their reporting. However, there is a need to initiate educational activities and intervention programs to raise awareness about the JNPC, which will have a positive impact on public health and ensure safe medication use in Jordan.

Factors affecting the public's knowledge about COVID-19 vaccines and the influence of knowledge on their decision to get vaccinated.

OBJECTIVE: An analysis was conducted to assess the factors affecting the public's knowledge about coronavirus disease (COVID-19) vaccines and the influence of that knowledge on their decision to get vaccinated. STUDY DESIGN: Cross-sectional survey. METHODS: An online, self-administered questionnaire was instrumentalized to assess the factors affecting the Jordanian public's knowledge about COVID-19 vaccines and the influence of that knowledge on their decision to get vaccinated. A multiple linear regression analysis was carried out to determine the variables that affected the participants' knowledge score regarding COVID-19 vaccines. The Mann-Whitney U test was used to evaluate the differences in knowledge scores among different groups. P < 0.05 was considered statistically significant. RESULTS: Only 45.9% of the 468 participants reported being willing to receive the vaccine, and only 38.5% (n = 180) had registered on the Ministry of Health platform to get vaccinated. Moreover, very few of them (26/468, 5.6%) had received the vaccine. The participants showed inadequate knowledge, with a median knowledge score of 4 out of 8 (interquartile range = 4). The linear regression analysis showed that participants aged above 45 years, those with bachelor's or graduate degrees, and those with medical-related degrees had higher knowledge scores regarding COVID-19 vaccines than the others (P < 0.001). Participants who were willing to receive the vaccine, those who had registered to receive the vaccine, and those who had got vaccinated had higher knowledge scores than the others (P < 0.001 for all). CONCLUSION: This cross-sectional analysis indicated that urgent education is needed to improve the public's knowledge and awareness about the COVID-19 vaccine to reduce the adverse impact of lack of knowledge on decision making for the COVID-19 vaccination.

Prevalence and predictors of polypharmacy in Jordanian hospitalised patients: A cross-sectional Study.

OBJECTIVES: This study aimed to evaluate the prevalence and predictors of polypharmacy in hospitalised patients in Jordan to help guide healthcare efforts in decreasing the burden on the healthcare system. METHODS: This cross-sectional study was conducted at the University of Jordan Hospital in Amman, Jordan. During the study period, a convenience sample of patients admitted to the internal medicine and surgical wards were approached to take part in this study. Following patients' recruitments, patients were interviewed and their medical files were reviewed to obtain demographic and clinical information regarding their medical conditions and their regular use of medicines. Then, the prevelence of patients with polypharmacy were identified, and factors predicting polypharmacy among them were determined. RESULTS: Among the 300 participants who agreed to participate in this study, females represented 45.3% of the recruited sample (n = 139), and around 48.0% (n = 144) of the study sample were elderly people (≥65 years old). Most of the recruited patients (n = 248, 82.7%) were found to use polypharmacy (≥ 5 medications). Hypertension was the most frequent medical condition among study participants (n = 240, 80.0%) followed by diabetes (n = 185, 61.7%). Results of logistic regression analysis showed that polypharmacy was only significantly affected by patients' age (OR = 2.149, P-value = .024) and monthly income (OR = 0.336, P-value = .009), while other factors were not associated with polypharmacy. Elderly patients (≥65 years) were found to have polypharmacy more significantly than non-elderly patients. Also, those with lower monthly income (<500 JD) were found to use lower polypharmacy compared with those with higher monthly income (>500 JD). CONCLUSION: The present study showed that polypharmacy is prevalent among patients in Jordan. While polypharmacy was not affected by smoking status, gender, BMI and educational level, it was significantly affected by monthly income and age. Further plans should be put in place to reduce polypharmacy, starting with effective pharmaceutical care services leading to treatment optimisation and ensuring desired treatment outcomes.

A systematic review of population pharmacokinetic analyses of digoxin in the paediatric population.

This is a PROSPERO registered systematic review (CRD42018105207), conducted to summarize the available knowledge regarding the population pharmacokinetics of digoxin in paediatrics and to identify the sources of variability in its disposition. PubMed, ISI Web of Science, SCOPUS and Science Direct databases were searched from inception to January 2019. All paediatric population pharmacokinetic studies of digoxin that utilized the nonlinear mixed-effect modelling approach were incorporated in this review, and data were synthesized descriptively. After application of the inclusion-exclusion criteria 8 studies were included. Most studies described digoxin pharmacokinetics as a 1-compartment model with only 1 study describing its pharmacokinetics as 2-compartments. Age was an important predictor of clearance in studies involving neonates or infants, other predictors of clearance were weight, height, serum creatinine, coadministration of spironolactone and presence of congestive heart failure. Congestive heart failure was also associated with an increased volume of distribution in 1 study. The estimated value of apparent clearance in a typical individual standardized by mean weight ranged between 0.24 and 0.56 L/h/kg, the interindividual variability in clearance ranged between 7.0 and 35.1%. Half of the studies evaluated the performance of their developed models via external evaluation. In conclusion, substantial predictors of digoxin pharmacokinetics in the paediatric population in addition to model characteristics and evaluation techniques are presented. For clinicians, clearance could be predicted using age especially in neonates or infants, weight, height, serum creatinine, coadministration of medications and disease status. For future researchers, designing pharmacokinetic studies that allow 2-compartment modelling and linking pharmacokinetics with pharmacodynamics is recommended.

Evaluation of the completeness of information sources used to prepare the best possible medication histories at a tertiary teaching hospital in Jordan.

OBJECTIVES: In this study we aimed to evaluate the completeness of three different medication information sources that are commonly used to collect and obtain the Best Possible Medication History (BPMH). METHODS: This is an observational study which was held at Jordan University Hospital. After identifying eligible patients, the BPMH was obtained from three different sources separately. These sources include medical file, pharmacy database, and patients' interview. Information from all of these sources was compiled to create the BPMH. The BPMH was used as the standard against which every other information source was compared and given a "completeness score" according to a systematic scoring system. RESULTS: Among the 196 participating patients who were included in the study, 113 (57.7%) were recruited from internal medicine and 83 (42.3%) from surgical department. Patients' interview showed the highest median completeness score (71.4%) among the three used sources followed by pharmacy database (35.3%), and medical files (28.2%). The median completeness score for the compiled BPMH obtained by the pharmacist was 93.0%. The compiled BPMH completeness score was inversely proportional to the numbers of medications in the compiled BPMH (R = -.392, P value < .001). Moreover, patients with lower income showed better median BPMH completeness score compared with those with higher income (95.2% (IQR = 16.7%) vs 88.9% (IQR = 15.7%), respectively, P value = .042). CONCLUSION: The results show that pharmacist's interview with the patients scored the highest percentage of completeness compared with hospital pharmacy database and medical file and is, therefore, considered more comprehensive in obtaining the BPMH.

The prevalence and clinical seriousness of medication discrepancies identified upon hospital admission of pediatric patients.

BACKGROUND: Medication discrepancies are seen frequently in hospital setting upon admission or discharge. Medication Reconciliation service is a practice designed to ensure that patients' medications are ordered in a correct manner upon hospital admission, thus reducing the risk of having medication discrepancies. This study aimed to determine the prevalence of medication discrepancies and their clinical seriousness in pediatric patients at the time of hospital admission. METHODS: A prevalence cross-sectional study was conducted at the pediatric departement at the Jordan University hospital between March-May 2018. During the study period, 100 pediatric patients were enrolled using a convenience sampling method. Patients' medical records were reviewed by two clinical pharmacist-reserachers to obtain patients' demographic, medical, and admission medication information. All parents were interviewed to obtain information regarding their children's Best Possible Medication History (BPMH). Following data collection, differences between patient's current admission medications and the BPMH were identified as medication discrepancies, and then they were classified into either undocumented intentional or unintentional discrepancies. RESULTS: Among the 100 medication records reviewed, 13.0% (13 out of 100) contained at least one unintentional discrepancy, with the majority (n = 11, 84.6%) being classified to be associated with mild potential harm to patients. Of those discrepancies, 8 were omission of medications (61.5%) and 5 were addition of unnecessary medication (38.5%). On the other hand, 35.0% (35 out of 100) of medication records contained at least one intentional undocumented discrepancy. CONCLUSIONS: This study revealed that unintentional medication discrepancies exist at the time of hospital admission for pediatric patients but with low proportion. The low proportion of medication discrepancies might be explained by the recent implementation of medication reconciliation service at the studied hospital. Also, intentional undocumented discrepancies were common, which may carry a potential harm to such vulnerable population at discharge. These data may inform the need for a strict policies to regulate medication documentation, thus decreasing the possibilities of medication errors.

Effect of educational intervention on healthcare providers knowledge and perception towards pharmacovigilance: A tertiary teaching hospital experience.

OBJECTIVE: Based on the theory on planned behavior, perception or attitude is found to be a well-established predictor of healthcare providers' intentions to perform different behaviors. Also, improving knowledge was proposed to affect their practice as well. In Jordan, many studies have been conducted to evaluate healthcare providers' knowledge and perception towards pharmacovigilance but no intervention or training was provided. Thus, the aim of this study was to evaluate the impact of an educational workshop on the knowledge and perception of healthcare providers towards pharmacovigilance in a Jordanian tertiary teaching hospital. METHODS: An interventional study conducted in Jordan University Hospital on various healthcare providers to assess their pre- and post-knowledge and perception towards pharmacovigilance and adverse drug reactions (ADRs) reporting via questionnaire before and after an educational workshop. RESULTS: Among the 200 invited healthcare providers, 150 attended the educational workshop (response rate 75.0%). Pre-workshop, healthcare providers showed an overall low knowledge score (7.8/19), where only 8.7% could define pharmacovigilance correctly. On the other hand, they showed a favorable perception score (33.6/39).Following educational workshop, knowledge scores significantly improved by 67.9% (P-value <0.05). A similar finding was obtained for perception scores, where perception scores significantly improved by 10.1% following workshop (P-value <0.05). CONCLUSION: Continuous efforts are needed to implement different strategies including education modules and the provision of appropriate training programs to increase awareness and improve perception towards pharmacovigilance among healthcare providers. Future study is needed to evaluate the impact of improving knowledge and perception on ADRs reporting practice.

Drive-thru pharmacy service: Assessments of awareness, perception and barriers among pharmacists in Jordan.

OBJECTIVE: Drive-thru pharmacy services have become widely recognized service worldwide. Despite its proven success, there were doubts in its ability to maintain safe practice. Thus, the aim of the current study was to investigate the awareness, perception and barriers of drive-thru pharmacy services among pharmacists in Jordan. METHODS: A cross-sectional study was conducted in Amman-Jordan between February-May 2017. During the study period, 226 pharmacists were approached. Pharmacists were interviewed to assess their perception toward drive-thru services, and to assess their opinions regarding the advantages and disadvantages of this system using validated questionnaire. RESULTS: Although the majority of pharmacists reported that they were aware about the concept of drive-thru pharmacy service (n = 194, 85.5%), but only 27.9% (n = 63) reported that they are willing to register with this service. The most important advantage of drive-thru pharmacy service was serving sick patients, elderly, disabled people or women with child in the car (n = 166, 88.0%). Most of pharmacists agreed that drive-thru pharmacy service may negatively affect the image of pharmacy profession (n = 168, 74.6%), and it makes pharmacists feel more like a fast food worker than a pharmacist (n = 147, 65.9%). Pharmacists working in chain community pharmacies showed better perception to drive-thru pharmacy service compared to pharmacists who are working in independent community pharmacies (p-value = 0.004). CONCLUSION: Most of the study pharmacists showed relatively poor perception toward drive-thru pharmacy service and were unwilling to use this service. More effort is needed to better introduce the concept of drive-thru pharmacy service among pharmacists in Jordan since the benefit of this service is well established across the world.

Audit of adherence to international guidelines (IDSA) in the treatment of infectious meningitis in pediatric patients in Jordan.

OBJECTIVE: This study aims to audit the adherence of Jordanian medical care staff to the guidelines provided by the Infectious Disease Society of America (IDSA) for managing pediatric patients admitted with suspected cases of meningitis. METHODS: A retrospective observational study was conducted at Jordan University Hospital (JUH). All pediatric patients admitted to JUH with suspected meningitis between January 1, 2019, and September 30, 2022, who underwent Cerebrospinal Fluid (CSF) and blood culture tests were recruited in this study unless there was a reason for exclusion. The study collected data on the empiric antibiotics prescribed prior to diagnostic cultures and susceptibility results. Additionally, the length of hospital stay and all-cause mortality were observed. The appropriateness of antibiotics prescription before culture results was compared to IDSA guidelines, and an overall adherence rate was calculated. RESULTS: A total of 332 pediatric patients were included in this study, of whom 12.3% (n = 41) were diagnosed with bacterial meningitis. Among the enrolled pediatric patients, only 27 patients (8.1%) received appropriate treatment adhering to the IDSA guidelines. The remaining 91.9% (n = 305) showed various forms of non-adherence to recommendations. The highest adherence rate was observed for performing CSF culture (n = 330, 99.4%), while the lowest adherence rate was found in selecting the appropriate dose and duration for empiric antibiotics (n = 107, 41.3% and n = 133, 51.0%, respectively). CONCLUSION: This study revealed a low overall adherence in the management of pediatric patients with meningitis in Jordan. Establishing an antimicrobial stewardship program may improve the outcomes of meningitis infections found in Jordan, and prevent dangerous adverse effects and bacterial resistance.

Machine learning assessment of vildagliptin and linagliptin effectiveness in type 2 diabetes: Predictors of glycemic control.

OBJECTIVE: Differential effects of linagliptin and vildagliptin may help us personalize treatment for Type 2 Diabetes Mellitus (T2DM). The current study compares the effect of these drugs on glycated hemoglobin (HbA1c) in an artificial neural network (ANN) model. METHODS: Patients with T2DM who received either vildagliptin or linagliptin, with predefined exclusion criteria, qualified for the study. Two input variable datasets were constructed: with or without imputation for missing values. The primary outcome was HbA1c readings between 3 to 12 months or the reduction in HbA1c levels. RESULTS: The cohort comprised 191 individuals (92 vildagliptin and 99 linagliptin). Linagliptin group had significantly higher disease burden. For imputed dataset, HbA1c was lower with linagliptin at 3 to 12 months (7.442 ± 0.408 vs. 7.626 ± 0.408, P < 0.001). However, there was a small yet significant difference in HbA1c reduction favoring vildagliptin over linagliptin (-1.123 ± 0.033 vs. -1.111 ± 0.043, P < 0.001). LDL level, uric acid, and the drug group were identified as predictors for HbA1c levels. In the non-imputed dataset HbA1c at 3 to 12 months was lower with linagliptin (median ± IQR: 7.489 ± 0.467 vs. 7.634 ± 0.467, P-value < 0.001). However, both linagliptin and vildagliptin exhibited similar reductions in HbA1c levels (both median ± IQR of -1.07 ± 0.02). Predictors for HbA1c levels included eGFR level and the drug group. CONCLUSION: Linagliptin effectively lowers HbA1c levels more than vildagliptin including in patients with comorbidities. DPP4-I choice is a constant predictor of HbA1c in all models.

A retrospective analysis of the pharmacovigilance data registry in a tertiary teaching hospital in Jordan.

Objectives: The study aims to analyse adverse drug reaction (ADR) reporting patterns at Jordan University Hospital to enhance pharmacovigilance practices. Methods: Retrospective analysis of ADR data from February to August 2023 was conducted. Data included patient demographics, drugs implicated, seriousness criteria, and system organ classes affected. Results: Among 1340 ADR reports analysed, females accounted for 67.4% of cases, with adults aged 18 to less than 65 years comprising 95.3% of reports. The majority of ADRs were non-serious, with only 2.1% resulting in hospitalisation or prolonged hospital stay. The most frequently reported ADRs included abdominal pain (8.3%), nausea (6.9%), headache (4.7%), and dizziness (4.7%). Notably, cardiovascular system drugs (16.4%) and alimentary tract and metabolism drugs (16.2%) were commonly associated with ADRs, followed by musculoskeletal system drugs (9.0%). Additionally, among all reported drugs, 99.9% were considered suspects, (suspected ADR cases include patient treatment cases for which a likelihood of being related to a drug therapy was scored as 'possible', 'probable', or 'certain' after causality assessment (by the WHO-UMC system in 2017), with oral administration being the predominant route (89.5%). Conclusion: The study highlights a notable increase in ADR reporting during the study period compared to historical data, indicating heightened awareness and understanding among healthcare providers. Enhanced pharmacovigilance practices, particularly involving pharmacists, are essential for detecting and reporting ADRs effectively. Further investigation into factors contributing to prevalent serious ADRs is warranted to improve patient safety and health outcomes.

Hospital pharmacists' knowledge, attitudes and practice of pharmaceutical care and the barriers for its implementation at the hospital setting.

Objective: To assess hospital pharmacists' understanding of pharmaceutical care and their attitudes regarding the adoption of the patient-centered model, as well as investigate Jordan's current state of pharmaceutical care implementation and the associated barriers. Methods: A validated survey was distributed to hospital pharmacists in different major tertiary hospitals in Jordan. The study questionnaire contained five sections to assess sociodemographic characteristics, pharmacists' understanding of pharmaceutical care, attitudes towards pharmaceutical care, potential barriers that may limit the delivery of pharmaceutical care, and the extent of pharmaceutical care implementation in the hospital setting. Results: The survey was completed by 152 hospital pharmacists. Participants in this study demonstrated adequate levels of knowledge about pharmaceutical care (Mean = 9.36 out of 11, SD = 1.23) and expressed favorable perceptions of pharmaceutical care (mean = 3.77 out of 5; SD = 0.7). Although more than one-third of the pharmacists practiced pharmaceutical care, the study revealed a number of impediments to the delivery of pharmacological care services. Regression analysis revealed that age (P < 0.05) and years of experience (P < 0.05) were significant predictors of knowledge, while age (P < 0.05), gender (P < 0.05), the graduation university (governmental vs. private) (P < 0.05), and years of experience (P < 0.05) were significant predictors of attitude. Furthermore, Doctor of Pharmacy degree holders had fewer barriers to pharmaceutical care implementation but were more actively involved in pharmaceutical care practice than those with a Bachelor of Pharmacy degree (P < 0.01 and P < 0.05 respectively). Pharmacists with a Master's degree or higher in pharmacy were more actively involved in pharmaceutical care practice than those with a Bachelor of Pharmacy degree (P < 0.05). Pharmacists working in the Ministry of Health and the Royal Medical Services experienced more barriers than those working in teaching hospitals (P < 0.05). Conclusions: Although the current study indicated high knowledge and perceptions regarding pharmaceutical care among hospital pharmacists, the provision of pharmaceutical care is not widely practiced in Jordan. Moreover, several barriers to the practice of pharmaceutical care were identified, highlighting the need for effective strategies to be put in place to overcome these obstacles. These strategies should include increasing the number of pharmacy staff, resolving timing issues, providing adequate financial initiatives, improving communication skills, changing the layout of pharmacies to include a private counseling room, developing specific policies that support the role of the pharmacist in patient care, and providing effective training and continuing professional education programs.

Cost-effectiveness of intravenous resuscitation fluids in sepsis patients: a patient-level data analysis in Jordan.

AIM: Albumin role as fluid resuscitation in sepsis remains understudied in low- and middle-income countries. This study aimed to evaluate the cost-effectiveness of intravenous (IV) Albumin compared to Crystalloids in sepsis patients using patient-level data in Jordan. METHODS: This was a retrospective cohort study of sepsis patients aged 18 or older admitted to intensive care units (ICU) at two major tertiary hospitals during the period 2018-2019. Patients information, type of IV fluid, and clinical outcomes were retrieved from medical records, and charges were retrieved from the billing system. A 90-day partitioned survival model with two health states (alive and dead) was constructed to estimate the survival of sepsis patients receiving either Albumin or Crystalloids as IV fluids for resuscitation. Overall survival was predicted by fitting a Weibull model on the patient-level data from the current study. To further validate the results, and to support the assessment of uncertainty, time-dependent transition probabilities of death at each cycle were estimated and used to construct a state-transition patient-level simulation model with 10,000 microsimulation trials. Adopting the healthcare system perspective, incremental cost-effectiveness ratios(ICERs) of Albumin versus Crystalloids were calculated in terms of the probability to be discharged alive from the ICU. Uncertainty was explored using probabilistic sensitivity analysis. RESULTS: In the partitioned survival model, Albumin was associated with an incremental cost of $1,007 per incremental1% in the probability of being discharged alive from the ICU. In the state-transition patient-level simulation model, ICER was $1,268 per incremental 1% in the probability of being discharged alive. Probabilistic sensitivity analysis showed that Albumin was favored at thresholds >$800 per incremental 1%in the probability of being discharged alive from the ICU. CONCLUSION: IV Albumin use in sepsis patients might not be cost-effective from the healthcare perspective of Jordan. This has important implications for policymakers to readdress Albumin prescribing practice in sepsis patients.

Sepsis is a life-threatening complication of infection, which usually requires resuscitation with intravenous fluids. Still, no conclusive evidence is available about the best fluid resuscitation to be used in sepsis patients especially in low- and middle-income countries. This study compared the costs and effectiveness of intravenous Albumin versus Crystalloids in sepsis patients. Findings from this study showed that resuscitation with Albumin is much more expensive compared to resuscitation with Crystalloids with no significant difference in mortality but with prolonged length of stay in the hospital and the intensive care unit. Decision makers are advised to change Albumin prescribing practices in a way that mitigates the associated clinical and financial burdens without compromising quality of care or resuscitate with Crystalloids.

Vancomycin audit in the paediatric population: Patterns of use and appropriateness of therapeutic drug monitoring.

AIMS: This study aims to investigate prescribing and therapeutic drug monitoring (TDM) practices for vancomycin in paediatrics at the Jordan University Hospital and to determine the impact of inaccuracies in TDM data on dosing decisions. METHODS: Patterns of vancomycin prescriptions, appropriateness of vancomycin dosing, duration, TDM, and the accuracy of the recorded dosing/sampling times were determined prospectively based on prespecified criteria. Finally, Monte Carlo simulations were undertaken using the mrgsolve-package in R to assess the effect of inaccuracies in recording dosing/sampling times on subsequent dose adjustments. RESULTS: Four hundred forty-two vancomycin courses were analysed. Vancomycin prescriptions were mainly empirical (77.4%). Initial vancomycin doses were appropriate in 73.1% of vancomycin courses. Prolonged use (>5 days) was found in 45.7% of admissions with negative cultures; this was related to the diagnosis of suspected sepsis unadjusted-OR: 1.8 (1.1-2.9). TDM was appropriately ordered in 90.7% of concentrations. Discrepancies between the recorded and actual times were noted in 83.9% and 82.7% of audited times of dose administration and sample collection, respectively. Based on simulations, these discrepancies were predicted to result in inappropriate dose adjustment in 37.9% of patients. CONCLUSIONS: Inappropriate empirical and prolonged vancomycin use and inaccuracies in recording dosing/sampling times are important areas of improvement in the current clinical practice.

The impact of educational interventional session on healthcare providers knowledge about pharmacovigilance at a tertiary Jordanian teaching hospital.

OBJECTIVE: A limited number of educational interventions among health care providers and students have been made in Jordan concerning the pharmacovigilance. Therefore, the main aim of this study was to evaluate how an educational workshop affected the understanding of and attitudes toward pharmacovigilance among healthcare students and professionals in a Jordanian institution. METHODS: A questionnaire was used before and after an educational event to evaluate the pre- and post-knowledge and perception of pharmacovigilance and reporting of adverse drug reactions (ADRs) among a variety of students and healthcare professionals at Jordan University Hospital. RESULTS: The educational workshop was attended by 85 of the 120 invited healthcare professionals and students (a response rate of 70.8%). The majority of respondents were capable of defining ADRs (n = 78, 91.8%) and pharmacovigilance accurately (n = 74, 87.1%) in terms of their prior understanding of the topic. Around 54.1% of the participants (n = 46) knew the definition of type A ADRs while 48.2% of them (n = 41) knew the definition of type B ADRs. Additionally, around 72% of the participants' believed that only serious and unexpected ADRs should be reported (n = 61, 71.8%), also, 43.5% of them (n = 37) believed that ADRs should not be reported until the specific medication that caused it is known. The majority of them (n = 73, 85.9%) agreed that reporting of ADRs was their responsibility. The interventional educational session has significantly and positively impacted participants' perceptions (p value ≤ 0.05). The most reason for not reporting ADRs as stated by the study participants was the lack of information provided by patients (n = 52, 61.2%) and the lack of enough time to report (n = 10, 11.8%). CONCLUSION: Participants' perspectives have been greatly and favorably impacted by the interventional educational session. Thus, ongoing efforts and suitable training programs are required to assess the effect of bettering knowledge and perception on the practice of ADRs reporting.

ChatGPT in pharmacy practice: a cross-sectional exploration of Jordanian pharmacists' perception, practice, and concerns.

OBJECTIVES: The purpose of this study is to find out how much pharmacists know and have used ChatGPT in their practice. We investigated the advantages and disadvantages of utilizing ChatGPT in a pharmacy context, the amount of training necessary to use it proficiently, and the influence on patient care using a survey. METHODS: This cross-sectional study was carried out between May and June 2023 to assess the potential and problems that pharmacists observed while integrating chatbots powered by AI (ChatGPT) in pharmacy practice. The correlation between perceived benefits and concerns was evaluated using Spearman's rho correlation due to the data's non-normal distribution.Any pharmacists licensed by the Jordanian Pharmacists Association were included in the study. A convenient sampling technique was used to choose the participants, and the study questionnaire was distributed utilizing an online medium (Facebook and WhatsApp). Anyone who expressed interest in taking part was given a link to the study's instructions so they may read them before giving their electronic consent and accessing the survey. RESULTS: The potential advantages of ChatGPT in the pharmacy practice were widely acknowledged by the participants. The majority of participants (69.9%) concurred that educational material about pharmacy items or therapeutic areas can be provided using ChatGPT, with 66.9% of respondents believing that ChatGPT is a machine learning algorithm. Concerns about the accuracy of AI-generated responses were also prevalent. More than half of the participants (55.7%) raised the possibility that AI systems such as ChatGPT could pick up on and replicate prejudices and discriminatory patterns from the data they were trained on. Analysis shows a statistically significant positive link, albeit a minor one, between the perceived advantages of ChatGPT and its drawbacks (r = 0.255, p < 0.001). However, concerns were strongly correlated with knowledge of ChatGPT. In contrast to those who were either unsure or had not heard of ChatGPT (64.2%), individuals who had heard of it were more likely to have strong concerns (79.8%) (p = 0.002). Finally, the results show a statistically significant association between the frequency of ChatGPT use and positive perceptions of the tool (p < 0.001). CONCLUSIONS: Although ChatGPT has shown promise in health and pharmaceutical practice, its application should be rigorously regulated by evidence-based law. According to the study's findings, pharmacists support the use of ChatGPT in pharmacy practice but have concerns about its use due to ethical reasons, legal problems, privacy concerns, worries about the accuracy of the data generated, data learning, and bias risk.

ChatGPT and Clinical Training: Perception, Concerns, and Practice of Pharm-D Students.

Background: The emergence of Chat-Generative Pre-trained Transformer (ChatGPT) by OpenAI has revolutionized AI technology, demonstrating significant potential in healthcare and pharmaceutical education, yet its real-world applicability in clinical training warrants further investigation. Methods: A cross-sectional study was conducted between April and May 2023 to assess PharmD students' perceptions, concerns, and experiences regarding the integration of ChatGPT into clinical pharmacy education. The study utilized a convenient sampling method through online platforms and involved a questionnaire with sections on demographics, perceived benefits, concerns, and experience with ChatGPT. Statistical analysis was performed using SPSS, including descriptive and inferential analyses. Results: The findings of the study involving 211 PharmD students revealed that the majority of participants were male (77.3%), and had prior experience with artificial intelligence (68.2%). Over two-thirds were aware of ChatGPT. Most students (n= 139, 65.9%) perceived potential benefits in using ChatGPT for various clinical tasks, with concerns including over-reliance, accuracy, and ethical considerations. Adoption of ChatGPT in clinical training varied, with some students not using it at all, while others utilized it for tasks like evaluating drug-drug interactions and developing care plans. Previous users tended to have higher perceived benefits and lower concerns, but the differences were not statistically significant. Conclusion: Utilizing ChatGPT in clinical training offers opportunities, but students' lack of trust in it for clinical decisions highlights the need for collaborative human-ChatGPT decision-making. It should complement healthcare professionals' expertise and be used strategically to compensate for human limitations. Further research is essential to optimize ChatGPT's effective integration.

Vancomycin prescribing and therapeutic drug monitoring: Challenges of real clinical practice.

BACKGROUND: Vancomycin prescription and monitoring guidelines have been reported to be poorly followed by various centers. AIMS: Identifying barriers to compliance with vancomycin dosing and therapeutic drug monitoring guidelines (TDM) and possible ways to enhance compliance based on the healthcare providers' (HCPs) perspective. METHODS: A qualitative study based on semi-structured interviews with HCP (physicians, pharmacists, and nurses) was conducted at two Jordanian Teaching Hospitals. Interviews were audio-recorded and analyzed through thematic analysis. The COREQ criteria for qualitative research were utilized to report the study findings. RESULTS: A total of 34 HCPs were interviewed. HCP perceived several factors as barriers to guideline recommendation compliance. Such factors included negative perception towards prescription guidelines, lack of knowledge regarding TDM guidelines, the hierarchy of medication management, work pressure, and ineffective communication among healthcare providers. Potential strategies to optimize guidelines adaptation included providing HCPs with more training and decision support tools in addition to activating the role of clinical pharmacists. CONCLUSIONS: The main barriers to guideline recommendations uptake were identified. Interventions should address those barriers related to the clinical environment, including enhancing interprofessional communication related to vancomycin prescription and TDM, reducing workload and providing support systems, promoting educational and training programs, in addition to adopting guidelines suitable for the local environment.

Optimizing antimicrobial therapy in urinary tract infections: A focus on urine culture and sensitivity testing.

Objectives: This cross-sectional study was conducted at Jordan university hospital to evaluate the impact of microbial culture data and sensitivity results on optimizing UTI treatment. Methods: All positive urine cultures requested for adult patients (≥18 years) admitted to Jordan University Hospital (JUH) within the period from January 2019-July 2021 were evaluated. The antibiotics prescribed before and after culture data and sensitivity results were compared to evaluate the impact of these diagnostic measures on optimizing UTI treatment. Results: During the study period, 2400 urine cultures revealed positive results. Among those patients, 1,600 (66.7%) were discharged before the availability of culture results and excluded. Of the remaining 800 patients, 701 patients (87.6%) received empiric treatment. After culture and sensitivity results were available, overall, 84 (10.5%) patients had optimization (improvement) in their UTI management after culture results were known, while 6 (0.8%) patients had a worsening in their treatments. Based on the culture results, we found that only 12.4% of patients were appropriately treated before and after the culture results. Moreover, our results revealed that 31.9% were inappropriately treated for their UTIs before and after culture results. Conclusion: This study revealed an alarmingly high rate of inappropriate treatment of UTIs despite the availability of urine culture and sensitivity data, and that culture results were not used to optimize treatment strategies for UTI. This practice can potentially result in poor health-related outcomes and adversely affects efforts to battle AMR. Multifaceted strategies must be implemented to help clinicians follow the best current evidence and current guidelines in their selection of antibiotics for the management of UTIs.