Potential and limitations of ChatGPT and generative artificial intelligence in medical safety education

The primary objectives of medical safety education are to provide the public with essential knowledge about medications and to foster a scientific approach to drug usage.The era of using artificial intelligence to revolutionize medical safety education has already dawned,and ChatGPT and other generative artificial intelligence models have immense potential in this domain.Notably,they offer a wealth of knowledge,anonymity,continuous availability,and personalized services.However,the practical implementation of generative artificial intelligence models such as ChatGPT in medical safety education still faces several challenges,including concerns about the accuracy of information,legal responsibilities,and ethical obligations.Moving forward,it is crucial to intelligently upgrade ChatGPT by leveraging the strengths of existing medical practices.This task involves further integrating the model with real-life scenarios and proactively addressing ethical and security issues with the ultimate goal of providing the public with comprehensive,convenient,efficient,and personalized medical services.

Assessment of knowledge,cultural beliefs,and behavior regarding medication safety among residents in Harbin,China

BACKGROUND Medication misuse or overuse is significantly associated with poor health outcomes.Information regarding the knowledge,cultural beliefs,and behavior about medication safety in the general population is important.AIM To conduct a survey on medication habits and explored the potential factors impacting medication safety.METHODS The current survey included adults from 18 districts and counties in Harbin,China.A questionnaire on medication safety was designed based on knowledge,cultural beliefs,and behavior.Both univariate and multivariate analyses were used to explore the factors that impacted medication safety.RESULTS A total of 394 respondents completed the questionnaires on medication safety.The mean scores for knowledge,cultural beliefs,and behavior about medication safety were 59.41±19.33,40.66±9.24,and 60.97±13.69,respectively.The medication knowledge score was affected by age(P=0.044),education(P<0.001),and working status(P=0.015).Moreover,the cultural beliefs score was significantly affected by education(P<0.001).Finally,education(P=0.003)and working status(P=0.011)significantly affected the behavior score.CONCLUSION The knowledge,cultural beliefs,and behavior about medication safety among the general population was moderate.Health education should be provisioned for the elderly,individuals with a low education level,and the unemployed to improve medication safety in Harbin,China.

Why Don’t We Adequately Identify and Manage Adverse Drug Reactions despite Having the Needed Information?

Importance/Objective: Adverse Drug Reactions (ADRs) are unavoidable, but recognizing and addressing ADRs early can improve wellness and prevent permanent injury. We suggest that available medical information and digital/electronic methods could be used to manage this major healthcare problem for individual patients in real time. Methods: We searched the available digital applications and three literature databases using the medical subject heading terms, adverse drug reaction reporting systems or management, filtered by clinical trial or systemic reviews, to detect publications with data about ADR identification and management approaches. We reviewed the reports that had abstract or summary data or proposed or implemented methods or systems with potential to identify or manage ADRs in clinical settings. Results: The vast majority of the 481 reports used retrospectively collected data for groups of patients or were limited to surveying one population group or class of medication. The reports showed potential and definite associations of ADRs for specific drugs and problems, mostly, but not exclusively, for patients in hospitals and nursing homes. No reports described complete methods to collect comprehensive data on ADRs for individual patients in a healthcare system. The digital applications have ADR information, but all are too cumbersome or incomplete for use in active clinical settings. Several studies suggested that providing information about potential ADRs to clinicians can reduce these problems. Conclusion and Relevance: Although investigators and government agencies agree with the need, there is no comprehensive ADR management program in current use. Informing the patient’s healthcare practitioners of potential ADRs at the point of service has the potential for reduction of these complications, which should improve healthcare and reduce unneeded costs.

Patient Safety Efforts in Tanzania: A Rapid Review of Two-Decades Efforts (2002-2022) to Inform Interventions towards Attainment of 2030 Targets

Introduction: The need to address the problem of patient safety has been a focus of World Health Assembly (WHA) meetings of 2002, 2019 and 2021. The 2019 WHA Resolution urged the Member States to take action on patient safety. We aimed to review patient safety efforts in Tanzania from 2002 to 2022 to inform improvement efforts towards the 2030 target. Methods: A rapid literature review was conducted between January 2002 and April 2022. We searched Google, PubMed and PubMed Central in April and May 2022 using the following search terms: PubMed—“patient safety Tanzania”, “blood safety in Tanzania”, “safe surgery Tanzania”, and “healthcare-associated infections Tanzania”;Google—“blood safety in Tanzania”, injection safety in Tanzania”, “infection prevention and control”, “radiation safety in health facilities in Tanzania”;and PubMed Central—“injection safety in Tanzania. Results: The search identified 4160 articles, of which 4053 were removed in initial screening;21 were duplicates, giving 86 relevant articles for full screening. Of the 86 articles, 04 were removed after the full screening, hence remaining with 82 articles. Among the 82 eligible articles, 27 are on IPC, 26 on safe surgery, 12 on blood safety, 07 on radiation safety, 06 on injection safety, and 02 on medication safety. One article was relevant to—blood safety, IPC and injection safety;and one article was relevant to—IPC and injection safety. Conclusion: Most of the eligible literature was on IPC and safe surgery, followed by blood safety, radiation safety, injection safety and medication safety. The literature on IPC has highlighted the need to strengthen efforts to address AMR. Findings from the implementation of the safe surgery 2020 intervention warrants for its scale-up to other zones. There is a need to strengthen hemovigilance and pharmacovigilance functions;and strengthen quality management and assurance systems and regulatory functions to ensure radiation safety.

Medication Safety Climate Questionnaire： Development and Psychometric Analysis

Medication safety improvement strategies require a better understanding of the safety culture specifically related to medicines. In healthcare, safety climate questionnaires are often used as a proxy measure of the underlying safety culture. However, there are currently not known instruments to assess medication safety climate. The study therefore aimed to develop and evaluate a medication safety climate questionnaire for healthcare staff in UK hospitals. Two validated patient safety climate instruments were adapted to develop a Medication Safety Climate （MSC） questionnaire. Data was collected from 510 healthcare professionals （response rate 9.4%）; routinely involved with prescribing, dispensing, administering and monitoring medication; in two acute NHS hospitals in London. Confirmatory factor analysis and reliability analyses were conducted to determine the psychometric properties of the MSC questionnaire. Results showed that the 50-item MSC questionnaire contained nine factors--teamwork climate, safety climate, job satisfaction, stress recognition, perceptions of management, working conditions, organisational learning, feedback and communication about error and management support for medication safety. Internal consistency reliability scores for eight of the nine factors were 〉 0.7 and ranged from 0.64 to 0.9. Correlations between eight factors showed a moderate relationship between the factors; ranging from 0.232 to 0.669. One factor, Stress recognition, had a weak and negative correlation with all other factors. Confirmatory factor analysis achieved an almost adequate model fit （x2/df ratio 2.572; root mean square error of approximation （RMSEA） 0.069; comparative fit index （CFI） 0.791）. The MSC questionnaire demonstrated reasonable psychometric properties. Further refinement using exploratory factor analysis is, however, required to improve the questionnaire＇s validity. This is the first known instrument to measure mediation safety climate in the UK and could be used to inform medication safety improvement strategies and monitor change in healthcare staff perceptions, related to medication safety, over time.

Medical Information Breaches Occurrence with Respect to Social Media Usage, in Selected Medical Institutions in Uganda

The purpose of this manuscript is to present research findings based on the reported cases of medical information breaches due to Social Media (SM) usage, in selected medical institutions in Uganda. The study employed online survey techniques. Altogether, 710 questionnaires (Google forms) were developed, and operationalized. The main respondents included 566 medical students, and 143 medical staff from Mbarara University of Science and Technology (MUST), and Kampala International University (KIU), accordingly. Using SPSS, the main statistical analysis tools employed include frequency distribution summary, and Chi-square (x2) test. According to the frequency distribution summary, 27% to 42% of the respondents within categorical divides acknowledged occurrence of medical information breaches due to SM usage. Notably, higher levels of the breaches were reported among male students (64%), age-group 18 to 35 years (68%), and WhatsApp users (63%). On the other hand, Chi-square results showed significant levels (p p > 0.05) between medical institutions and medical information breaches. Overall, the vulnerable areas of the breaches identified would serve as important reference points in the process of rationalizing SM usage in medical institutions. Nevertheless, further studies could focus on identification of the key SM usage factors associated with medical information breaches in medical institutions in Uganda.

ADHD in Children and Adolescents: Barriers to Ethical and Successful Treatment

This review provides a comprehensive analysis of attention deficit hyperactivity disorder (ADHD), a neurodevelopmental disorder characterized by inattention, hyperactivity, or impulsivity. The global prevalence of the disorder ranges from 2% to 7%, with an average of around 5%. ADHD affects individuals of all ages, with symptoms typically becoming visible as early as 3 years. The symptoms range from mild to severe and may persist into adulthood. The disorder affects a variety of demographic groups, including differences in age, gender, race, and ethnicity, with varying effects, prevalence, and treatment options among these groups. Treatment options for ADHD range from behavioral interventions to prescription medication, with a number of medications available on the market for treating ADHD. The review also highlights the issues of relapse and safety concerns associated with the use of medication, as well as the challenges associated with diversity and socioeconomic barriers in the diagnosis and treatment of the disorder.

A continuous quality improvement project to reduce medication error in the emergency department

BACKGROUND:Medication errors are a common source of adverse healthcare incidents particularly in the emergency department(ED) that has a number of factors that make it prone to medication errors.This project aims to reduce medication errors and improve the health and economic outcomes of clinical care in Hong Kong ED.METHODS:In 2009,a task group was formed to identify problems that potentially endanger medication safety and developed strategies to eliminate these problems.RESULTS:Responsible officers were assigned to look after seven error-prone areas.Strategies were proposed,discussed,endorsed and promulgated to eliminate the problems identified.A reduction of medication incidents(Ml) from 16 to 6 was achieved before and after the improvement work.CONCLUSION:This project successfully established a concrete organizational structure to safeguard error-prone areas of medication safety in a sustainable manner.

Comparative Evaluation of Antitumor Chinese Patent Medicine Injections Based on Evidence-Based Medicine and Markov Model

Objective: The objective of this study was to explore the safety, efficacy, economy, and other aspects of frequently-used antitumor Chinese patent medicine injections through a comprehensive evaluation of evidence-based medical research to provide scientific information and decision-making basis for drug selection, rational drug use, public awareness of safe drug use, and medical insurance. Materials and Methods: The names of five frequently used antitumor Chinese patent medicine injections were used as search terms, including the compound Sophora flavescens injection, Kangai injection, Aidi injection, Kanglaite injection, and Brucea javanica oil emulsion injection. Relevant evidence-based medical research was extracted from the databases. A descriptive evaluation was conducted, and the Markov model was used for the cost-benefit analysis. Finally, the above injections are ranked by comprehensive scores using the multi-criteria decision analysis and Delphi method. Results: The five injections had their own advantages in enhancing the effectiveness of anti-tumor treatments, improving the quality of life for cancer patients, and reducing the incidence of adverse reactions. From the perspective of economy and other attributes, compound S. flavescens was superior to B. javanica oil, Aidi, Kangai, and Kanglaite. After a comprehensive evaluation of the above five injections, the compound S. flavescens injection received the highest score. Conclusions: Compound S. flavescens, Kangai, Aidi, B. javanica oil, and Kanglaite have their own advantages in effectiveness and no significant difference in safety. Compound S. flavescens injection has the highest comprehensive score. Clinical attention should be paid to monitoring the initial stage of medication and special groups.