Drug, Healthcare and Patient Safety最新文献

Background: AI platforms are equipped with advanced ‎algorithms that have the potential to offer a wide range of ‎applications in healthcare services. However, information about the accuracy of AI chatbots against ‎conventional drug-drug interaction tools is limited‎. This study aimed to assess the sensitivity, specificity, and accuracy of ChatGPT-3.5, ChatGPT-4, Bing AI, and Bard in predicting drug-drug interactions.

Methods: AI-based chatbots (ie, ChatGPT-3.5, ChatGPT-4, Microsoft Bing AI, and Google Bard) were compared for their abilities to detect clinically relevant DDIs for 255 drug pairs. Descriptive statistics, such as specificity, sensitivity, accuracy, negative predictive value (NPV), and positive predictive value (PPV), were calculated for each tool.

Results: When a subscription tool was used as a reference, the specificity ranged from a low of 0.372 (ChatGPT-3.5) to a high of 0.769 (Microsoft Bing AI). Also, Microsoft Bing AI had the highest performance with an accuracy score of 0.788, with ChatGPT-3.5 having the lowest accuracy rate of 0.469. There was an overall improvement in performance for all the programs when the reference tool switched to a free DDI source, but still, ChatGPT-3.5 had the lowest specificity (0.392) and accuracy (0.525), and Microsoft Bing AI demonstrated the highest specificity (0.892) and accuracy (0.890). When assessing the consistency of accuracy across two different drug classes, ChatGPT-3.5 and ChatGPT-4 showed the highest ‎variability in accuracy. In addition, ChatGPT-3.5, ChatGPT-4, and Bard exhibited the highest ‎fluctuations in specificity when analyzing two medications belonging to the same drug class.

Conclusion: Bing AI had the highest accuracy and specificity, outperforming Google's Bard, ChatGPT-3.5, and ChatGPT-4. The findings highlight the significant potential these AI tools hold in transforming patient care. While the current AI platforms evaluated are not without limitations, their ability to quickly analyze potentially significant interactions with good sensitivity suggests a promising step towards improved patient safety.

Purpose: Rational drug use (RDU) promotes safe, efficient, and cost-effective utilization of medicines in hospital settings. The aim of this study was to assess rational drug use based on the World Health Organization (WHO) and the International Network for Rational Use of Drugs (INRUD) core drug use indicators.

Patients and methods: This prospective, descriptive, hospital-based cross-sectional study was conducted among patients attending the Outpatient Department of a secondary care hospital located in the Sheema District of Western Uganda. A total of 450 prescriptions were prospectively collected from eligible patients and subjected to evaluation by using the WHO/INRUD core drug use indicators (prescribing, patient care, and health-facility indicators).

Results: The average number of drugs prescribed per encounter was found to be 3.2 (optimal value=1.6-1.8). The percentages of drugs prescribed by their generic name (90.48%) and from the Essential Medicine List (96.23%) were close to the WHO reference (100%). The percentage of antibiotics (66.22%) and injections (25.22%) per encounter exceeded the WHO standards (antibiotics=20.0-26.8; injections=13.4-24.1). Among the patient-care indicators, the average consultation time (5.41 minutes), average dispensing time (131.03 seconds), percentage of medicines dispensed (76.11%), percentage of medicines adequately labeled (59.74%), and percentage of patients with dosage knowledge (49.50%) did not meet the WHO reference. Facility indicators such as the percentage of key medicines available in the stock (66.67%) did not conform to the WHO optimal value. The hospital made the EML hundred percent available to all practitioners.

Conclusion: The study concludes that the prescribing, patient care, and health facility indicators at Sheema District Secondary Care Hospital deviate from the optimal values recommended by the WHO. Therefore, this study indicates a need for improvement on these indicators and a requirement for the ongoing educational initiatives focused on rational drug prescribing, dispensing, and patient use in order to comply with the standards set by the WHO.

Paliperidone palmitate 3-monthly (PP3M), an approved maintenance treatment for patients with schizophrenia, was the first long-acting antipsychotic injectable (LAI) to require only four administrations per year. Here, we aimed to review the available evidence about its use in the management of schizophrenia to date and highlight key study findings in order to provide a balanced overview of current experience in clinical practice. For that purpose, an extensive search of available literature from PubMed, Embase, and Web of Science was conducted in March 2023. Emerging data from real-world studies appear to signal that the benefits of the use of PP3M may well extent beyond the obvious convenience for patients and resource efficiency for services and may be actually associated with improved effectiveness and patient satisfaction. Large naturalistic studies from Australia, Europe and the US comparing treatment continuation between newer LAIs and/or oral antipsychotics showed that patients treated with PP3M had higher compliance rates and a longer period of continuous use. The risk of relapse, re-hospitalization and number of bed days was also lower with PP3M compared to PP1M and other LAIs as demonstrated by several cohort studies. Furthermore, patients treated with PP3M were using lower doses of benzodiazepines and concomitant oral antipsychotics compared with other LAIs. What is more, PP3M appears to positively impact patients' satisfaction and quality of life, facilitating long-term goals. In fact, recent studies recorded better quality-adjusted life years and decreased stigma, with improved social acceptability and promotion of rehabilitation for patients transitioning to PP3M. The rates of general satisfaction rates with PP3M were also higher among psychiatrists and caregivers who reported overall less concerns. In conclusion, clinical exposure and a growing body of evidence thus far, reinforce the use of PP3M in an effort to enhance patient outcomes alongside individual experience and treatment persistence.

Respiratory Syncytial Virus (RSV) is a major global cause of childhood morbidity and mortality. Palivizumab, a monoclonal antibody that provides passive immunity against RSV, is currently licensed for prophylactic use in specific "high-risk" populations, including congenital heart disease, bronchopulmonary dysplasia and prematurity. Available research suggests palivizumab use in these high-risk populations can lead to a reduction in RSV-related hospitalization. However, palivizumab has not been demonstrated to reduce mortality, adverse events or length of hospital stay related to RSV. In this article, we review the management of RSV, indications for palivizumab prophylaxis, the safety, cost-effectiveness and efficacy of this preventative medication, and emerging therapeutics that could revolutionize future prevention of this significant pathogen.

Background: Despite its importance as a major risk factor for cardiovascular disease, dyslipidemia remains poorly characterized in the African population.

Objective: To assess the prevalence and factors associated with dyslipidemia in people with HIV/AIDS in follow-up at Zewditu Memorial Hospital, Addis Ababa, Ethiopia.

Materials and methods: A hospital-based retrospective cross-sectional study evaluated the charts of 288 people living with HIV/AIDS who had received Highly Active Antiretroviral Treatment for at least six months at Zewditu Memorial Hospital from July to September 2021. Sociodemographic and clinical data were collected from the patient's charts. Statistical analysis was performed using the Statistical Package for Social Sciences software version 25.

Results: The overall prevalence of dyslipidemia was 55.2% in people living with HIV/AIDS. The prevalence of high-density lipoprotein cholesterol <40 mg/dl in men and <50 in women was 46.9%; total cholesterol ≥200 mg/dl was 22.6%; triglycerides ≥150 mg/dl was 18.8%, and low-density lipoprotein ≥130 mg/dl was 4.9%. Sex [Female adjusted odds ratio (AOR) = 0.595, 95% CI: 0.37-0.956], age greater than 40 years (AOR = 1.026, 95% CI: 1.005-1.048), body mass index >25 kg/m² (AOR = 1.767, 95% CI: 1.099-2.84), viral load >50 (AOR = 0.477, 95% CI: 0.27-0.842), and CD4 <500 (AOR = 1.938, 95% CI: 1.18-3.183) were identified as determinants of dyslipidemia.

Conclusion: There was a high prevalence of dyslipidemia among study participants compared to several studies published in a similar population. Being male, older age, higher BMI, low CD4 count, and viral load of < 50 copies/mL were associated with dyslipidemia in people living with HIV/AIDS. Therefore, lipid profile measurements at baseline must be part of routine care to prevent the devastating effects of dyslipidemia.

Purpose: The aim of this study was to characterize the frequency of adverse effects where delta-8 tetrahydrocannabinol (D8-THC) was identified as a possible suspect drug in the FDA Adverse Event Reporting System (FAERS) database.

Methods: A case-series design was used.

Results: A total of 183 cases listed D8-THC as a suspect drug in FAERS as of June 30, 2021. The most common events included dyspnea, respiratory disorder, and seizure. The reporting odds ratios were consistently and significantly greater than 2, a 2-fold increase from 2019 to 2021, indicating a potential safety signal.

Conclusion: The first report of D8-THC, in the FAERS database, as a suspect drug appears to be in 2011. Overall, there are 183 total cases listing D8-THC as a suspect drug in the FAERS database as of June 30, 2021. Of the 183 cases, most were respiratory in nature.

Background: The safety attitudes questionnaire (SAQ) short form (2006) is important for assessing patient safety culture in clinical environments. However, little is known about its validity and applicability in Uganda. This study validated the SAQ short form (2006) for use in assessing patient safety culture in critical care settings of hospitals in the Ugandan context.

Methods: Using a sequential exploratory mixed-methods research design, the face, content and construct validity for the SAQ short form (2006) was assessed in a multi-phased approach. A panel of eight (8) purposively selected experts assessed the face and content validity in rounds 1 and 2, respectively, while construct validity was assessed in round 3 using data from a cross-sectional survey of 256 frontline health workers in critical care settings of the selected hospitals. Analysis of survey data followed confirmatory factor analysis. Cronbach's alpha examined internal reliability.

Results: Of the 36 items in the tool's original version, 33 were rated clear, with a score of 100% on face validity. The use of contextual vocabulary and formatting issues arose as concerns. The S-CVI/_Ave was 100%, and S-CVI/_UA was 86.1%. Four new items added on effective communication as another dimension of patient safety culture. The survey had KMO=0.8605, the a priori-based model had a scale Cronbach's alpha=0.8881, with unsatisfactory goodness of fit (RMSEA=0.051, 90% CI: 0.044-0.057, pclose=0.427; chi-square=694.28, p <0.001; CFI=0.884, TLI=0.871). The modified final model had a scale Cronbach's alpha =0.8967 and satisfactory goodness of fit (RMSEA=0.030, 90% CI: 0.019-0.039, pclose=1.000; chi-square=424.98, p=0.002; CFI=0.966, TLI=0.960).

Conclusion: In the tool's original form, the face validity was lacking despite satisfactory scores on item clarity. Content validity was adequate, while construct validity required modifications in construct specifications. Reliability was adequate before and after specification modifications. The modified version has adequate psychometric properties for Uganda.

Background: Self-medication is the use of drugs without a medical prescription to treat self-identified illnesses; it is also the continued use of drugs without a physician's order for recurring symptoms, either by sharing or purchasing them from unlicensed vendors. It entails substantial risk to pregnant women and fetuses. Magnitude of the problem and its factors among rural pregnant women is not studied in Ethiopia.

Objective: This study aimed to assess the prevalence of self-medication practice and identify its associated factors among pregnant women in rural Southwest Shewa, Ethiopia.

Methods: A cross-sectional study was conducted on 585 randomly selected pregnant women in selected rural public health institutions from May to July 2021. Data was collected by using an interviewer-administered pretested structured questionnaire. Multivariable logistic regression was used to identify factors associated with self-medication. Variables with p-value <0.05 for the 95% confidence interval of the adjusted odds ratio were considered statistically significant.

Results: A total of 585 pregnant women participated in the study with a response rate of 92.3%. The prevalence of self-medication among pregnant women was 19.8%. Primigravidity (AOR = 2.7, 95% CI: 1.2-6.1), lower educational status of husbands (AOR = 3.6, 95% CI: 1.02-12.9), living close to health facilities (AOR = 0.23, 95% CI: 0.09-0.6) and knowing one's own gestational age (AOR = 0.5,95% CI: 0.30-0.9) were significantly associated with self-medication practice.

Conclusion and recommendation: One in five of the pregnant women practiced self-medication during the current pregnancy. Primigravidity and lower educational status of husbands were associated with a higher probability of self-medication. Knowing gestational age and living close to health facilities were associated with a lower likelihood of practicing self-medication. Rational drug use has to be promoted among pregnant women. Maternal and child health interventions should also target husbands. Health education has to be strengthened to help pregnant women have a safe pregnancy.

Background: Most households worldwide keep medicines on hand for various reasons, including emergency use, treatment of acute and chronic diseases, and anticipated future use. Being infected or fear of getting COVID-19 in the current pandemic could increase the storage of drugs at home. Thus, this study aimed to assess the prevalence of household storage of medicines and associated factors in southwest Ethiopia during the COVID-19 outbreak.

Methods: A cross-sectional household survey was conducted from February 1 to May 30, 2022. Data on the extent of storage, storage conditions, their current status, disposal methods, among others, were collected through structured interviews and observations. The data were entered into EPI info, exported, and analyzed using Statistical Packages for Social Sciences (SPSS). Bivariate followed by multivariate logistic regression was used to identify associated factors. P-value <0.05 was used as a cut-off point to decide statistical significance.

Results: The magnitude of household medication storage was 48% (95% CI). Analgesics (28.7%) and antibacterial (21.1%) agents were the most predominant class of drugs stored in the households. The most significant proportion of the home-stored medications (34.7%) was reserved for future use, and 31.8% were for treating current medical conditions. The majority of the respondents (84.1%) had never heard/learned about the safe disposal ways of drugs. The presence of children aged less than 5 years in a household [AOR = 1.90 (1.19, 3.05)] and the existence of chronically sick patients in a household [AOR = 4.3 (2.25, 8.45)] were factors significantly associated with household medication storage.

Conclusion: The current study revealed a high prevalence of home medication storage; thus, to lessen or eliminate the negative consequences of storing medications at home, it is necessary to review the medication utilization chain and offer community-based training on proper medication storage and disposal techniques, including establishing take-back programs.