Internet of Things (IoT) based Health Monitor Device

Health is the centre of human enlightenment. Due to the recent Covid outbreak and several environmental pollutions, checking one's vitals regularly has become a necessity. Ours is an IoT-based device that measures a user's heart rate, blood oxygen level and body temperature. The device is compact and portable, making it easy for users to wear. The readings are measured and shown on an OLED display with the help of sensors. The data is also available on the cloud. A webpage and a mobile application were developed to view the data from the cloud. Individual graphs of the vitals with time are available on the mobile application. This can be used for progress measurement and statistical analyses. Authorized personnel can access the patient's vitals. This creates a scope for Tele-medication in rural and underdeveloped regions. Besides, one can also view his/her vitals for personal health routine. © 2022 IEEE.

Effect of WeChat group management on blood pressure control rate and drug compliance of hypertension patients during the epidemic of coronavirus disease 2019.

Objective To explore the effect of WeChat group management on blood pressure control rate and drug compliance of hypertension patients during the epidemic of coronavirus disease 2019 (COVID-19) . Methods A total of 428 consecutive patients with essential hypertension in our outpatient department from Jan. 2020 to Dec. 2020 were enrolled and randomly divided into experimental group and control group with a ratio of 1 : 1. There were 214 patients in the experimental group, 110 males and 104 females, with an average age of (55.48+/-6.11) years. There were 214 cases in the control group, 108 males and 106 females, with an average age of (56.52+/-5.19) years. WeChat groups were established for the 2 groups separately. Information on education, supervised medication and lifestyle of hypertension was provided to the patients in the experimental group through WeChat, while no active intervention was given to the control group. The blood pressure control rate and medication possession ratio (MPR) were calculated at 1, 3, 6 and 12 months of intervention, and the differences between the 2 groups were compared. Results There were no significant differences in the blood pressure control rate (91.12%195/214 vs 90.65% 194/214, 86.67%182/210vs 89.62%190/212or MPR (0.90+/-0.03 vs 0.90+/-0.05, 0.85+/-0.04 vs 0.88+/-0.03) between the 2 groups at 1 or 3 months of intervention (all P>0.05). At 6 and 12 months, the blood pressure control rate (81.73%170/208vs 88.57%186/210,75.12%154/205vs 85.99%178/207) and MPR (0.74+/-0.04 vs 0.87+/-0.05, 0.58+/-0.05 vs 0.85+/-0.03) of patients in the experimental group were significantly higher than those in the control group (all P<0.05). Conclusion During the COVID-19 epidemic, WeChat group management of hypertension patients by doctors could improve patients' blood pressure control rate and drug compliance and strengthen patients' self-management ability.Copyright © 2022, Second Military Medical University Press. All rights reserved.

Prescribing Practices at a Residential Treatment Center – from Paper to Plastic (Computers)

Medication prescription procedures were reviewed at psychiatric residential treatment centers (RTC), and a quality improvement project was conducted in order to implement integrated electronic medical records (EMR) and computerized provider order entry (CPOE). To assess the impact of preexisting prescribing practices on RTCs, surveys were sent anonymously to current and past providers of regional and local RTCs. The surveys assessed the impact of the prescribing protocol on workflow, the frequency of medication errors, the impact such errors had on patient care, the overall provider satisfaction, and the discrepancies between electronic and paper charts. Current providers were then re-surveyed after implementing the integrated CPOE system in May 2020, during the COVID-19 pandemic. The first round of provider survey results revealed that the majority of staff (n = 10, 70%) observed frequent medication errors and were largely dissatisfied with the current medication ordering and administration process (n = 10;70%). Incident Response Improvement System (IRIS) reports revealed the most common medication errors were omissions, incorrect dosing, and incorrect medications administered. After the initiation and implementation of the CPOE, staff satisfaction increased with the process (n = 14;50%) noting that medication errors were less frequent than before (n = 14;50%). [ FROM AUTHOR] Copyright of Residential Treatment for Children & Youth is the property of Taylor & Francis Ltd and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full . (Copyright applies to all s.)

Self-medication among university students during the COVID-19 pandemic: a comparative analysis of different faculties

Self-medication is a widespread public health concern. University students are likely to be more prone to it since self-medication rates increase with educational level. Studies have shown that self-medication rates vary among academics belonging to different faculties, and medical students have the highest self-medication rates. However, it is unknown whether this holds in a vulnerable situation, such as the COVID-19 pandemic. It is also unknown whether differences in technical knowledge of drugs influence self-medication rates among students. Thus, this study analyzes and compares prophylactic self-medication among graduate students of different faculties in the context of the COVID-19 pandemic. This cross-sectional observational study was conducted at a private university in southern Brazil. Students from the medicine, law, life sciences, and fine arts faculties were surveyed, and their responses were compared using a chi-square test. Among 396 respondents, 29.5% reported using preventive medication for COVID-19, and medical students were the least likely to do so. The self-medication rate was 13.6% among respondents, and self-medication did not differ significantly between students of different faculties. Of the students who self-medicated 63% reported having studied the medication before using them. Furthermore, the media did not induce drug use among 81.8% respondents. These results show that medical students used fewer preventive medications during the pandemic and refute the assertion that self-medication rates are higher among medical students. They also show that self-medication rates during the pandemic were significantly lower than those before the pandemic. These revelations show a new aspect of self-medication.Copyright © 2021 Muslim OT et al.

Medical Costs, Hospitalizations, and Length of Stay Associated with Discontinuations in Cycled Oral Antineoplastics Among Medicare-Eligible Oncology Patients

Objectives: Investigate the utilization of cycled antineoplastic therapies (where dosages vary per monthly supply) for various cancers among Medicare-eligible patients, and medical costs and outcomes associated with discontinuation gaps in monthly adherence. Method(s): This retrospective study used the MarketScan Supplemental and Coordination of Benefits Design databases from 2019-2020. Discontinuations were calculated for 2020 utilizing cycled medications (8 generic products) from 6 therapeutic categories, where discontinuation was defined as the first gap in medication supply during the last 6 months of the year at intervals of >=1.5*prior supply. Continuous enrollment was required, as were ICD oncology diagnosis codes for those at least 65 years of age. New to therapy/diagnosis was inferred from 2019 metric files. Patients were excluded if hospice care and inpatient transplant services were indicated. Models examined adherence level (discontinued or not) and 10 covariates (including COVID-19 indications), with interaction terms, for significant associations with medical costs (inpatient and outpatient), hospitalizations, and length of hospital stay (LOS). Result(s): Patients who met metric criteria (n=1,357;Mean age 73.9) had a discontinuation rate of 16.7%. A total of 64.0% were new to therapy/diagnosis and 5.2% were identified having COVID-19 in 2020. However, COVID-19 was not significantly correlated with a discontinuation. Hospitalization rate was at 30.3% with mean LOS=9.8. Models found significant discontinuation effects with increased total medical costs ($11,977, p<.03), odds of hospitalization (2.7, p<.0001), and LOS (5.4, p<.03). COVID-19 patients had significantly higher total medical costs ($18,145, p<.007), odds of hospitalization (6.3, p<.0001), and non-oncology LOS (4.6, p<.009). Significant covariate interactions are discussed in the poster. Conclusion(s): Medication adherence (fewer gaps in medication coverage) on cycled oral antineoplastics can lead to lower medical costs and fewer hospitalization events or LOS as compared to lower adherence levels. This was independent of COVID-19 indications that were associated with increased costs, hospitalization, and non-cancer LOS.Copyright © 2023

Non-trauma uses of viscoelastic hemostatic assays in critical care: A narrative review and primer for pharmacists

Thromboelastography (TEG) and rotational thromboelastometry (ROTEM) are point-of-care viscoelastic tests of whole blood that provide real-time analyses of coagulation. TEG and ROTEM are often used to guide blood product administration in the trauma and surgical settings. These tests are increasingly being explored for their use in other disease states encountered in critically ill patients and in the management of antithrombotic medications. As the medication experts, pharmacists should be familiar with how to interpret and apply viscoelastic tests to disease state and medication management. The purpose of this narrative review is to provide a primer for pharmacists on viscoelastic tests and their interpretation and to explore non-trauma indications for viscoelastic testing in critical care. Literature evaluating the use of TEG and ROTEM for patients with acute and chronic liver disease, ischemic and hemorrhagic stroke, myocardial infarction, cardiac arrest, coronavirus disease 2019, and extracorporeal membrane oxygenation are described. Current applications of viscoelastic tests by pharmacists and potential future roles of critical care pharmacists in expanding the use of viscoelastic tests are summarized.Copyright © 2023 The Authors. JACCP: Journal of the American College of Clinical Pharmacy published by Wiley Periodicals LLC on behalf of Pharmacotherapy Publications, Inc.

Self-reported Medication Adherence in Schizophrenia and Bipolar Disorder Patients during COVID-19 Pandemic in a COVID Care Hospital: A Cross-sectional Study

Introduction: The Coronavirus Disease 2019 (COVID-19) pandemic has made it difficult for patients with Schizophrenia and Bipolar Affective Disorder (BPAD) to receive ongoing care, which has led to non adherence to medication and undesirable health outcomes. Lower treatment adherence in severe mental illness might lead to symptom exacerbation and relapses and might cause a strain on the health system during COVID-19 pandemic. Aim: To assess the treatment adherence in Schizophrenia and BPAD patients during prevailing COVID-19 situation in India. Materials and Methods: This cross-sectional study was conducted among 92 patients with Schizophrenia and BPAD through a questionnaire between January to September 2021 in a COVID-19 care hospital Government Medical College Palakkad/District hospital Palakkad, Kerala, India. Demographic and clinical data, adherence to treatment, along with Brief Psychiatric Rating Scale (BPRS), Young Mania Rating Scale (YMRS), Hamilton Rating Scale for Depression (HAM-D). Clinical Global impression (CGI S&I), Work and Social Adjustment Scale (WSAS), Modified COVID Threat Scale (CTS) and Medication Adherence Rating Scale (MARS) were collected. The outcomes included adherence to medication, deterioration of the psychopathology, improvement in severity, social functioning. Descriptive statistics was used to define the sample characteristics and presented as mean and standard deviation and frequency and percentages. Spearman's Correlation coefficient was used to find the correlation between MARS and other variables: CTS, BPRS, YMRS, HAM-D, CGI and WSAS. Results: A total of 92 patients were interviewed which comprised of 43 patients with Schizophrenia and 49 patients with Bipolar disorder. As assessed by MARS rating scale 19 patients (20.65%) had a MARS score less than six suggesting poor adherence and 73 (79.35%) had MARS score 6 and greater suggesting better adherence to the treatment. This was supported by negative correlation with BPRS, YMRS, HAM-D and CGI-S and CGI-I scales which implies that the COVID-19 pandemic did not hinder the patients to take the medication. The mean MARS score was 7.31±2.11. A total of 37 (40.2%) patients had acute exacerbation of the illness during the COVID-19 related lockdown and 37 (40.2%) had exacerbation during the six months prior to COVID-19 lockdown. There was negative correlation between MARS scores and the CTS but was not statistically significant. Conclusion: Despite the COVID-19 pandemic related restriction, patients with Schizophrenia and BPAD were adherent to the medication and the number of relapses during COVID-19 pandemic was similar to the period before the pandemic. COVID-19 related anxiety didn't have an impact on medication adherence and relapse in this study. [ FROM AUTHOR] Copyright of Journal of Clinical & Diagnostic Research is the property of JCDR Research & Publications Private Limited and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full . (Copyright applies to all s.)

Pandemic related mental health

OnTrackNY is a nationally recognized Coordinated Specialty Care model disseminated across New York state for young people experiencing early non-affective psychosis. OnTrackNY is a network of 22 teams located in licensed outpatient clinics, serving over 2500 individuals. OnTrackNY offers medication management, case management, individual and group cognitive behaviourally oriented therapy, family support and psychoeducation, supported employment and education, and peer support services. Teams receive training for implementation through an intermediary organization called OnTrack Central. OnTrackNY was selected as a regional hub of the National Institute of Mental Health Early Psychosis Intervention Network (EPINET), a national learning healthcare system (LHS) for young adults with early psychosis. This symposium will present the different ways in which EPINET OnTrackNY implemented systematic communitybased participatory processes to ensure robust stakeholder involvement to improve the quality of OnTrackNY care. Florence will present results of an assessment of stakeholder feedback experiences used to develop strategies for assertive outreach and engagement of program participants, families and providers. Bello will present on mechanisms for integrating of co-creation principles to design, develop and execute quality improvement projects in EPINET OnTrackNY. Stefancic will present on quality improvement projects that used rapid cycle qualitative methods, tools, and strategies to build team capacity and flexibility to respond to an LHS. Montague will present adaptations to OnTrackNY services during the COVID-19 pandemic using an implementation science framework. Finally, Patel will lead a discussion on the implications of involving individuals with lived experiences in all phases of the process to maximize learning in an LHS.

On the Frontline Against COVID-19: Provision of Community Pharmacy Services during a Public Health Crises

Objectives: During the current pandemic, it is recognised that pharmacies will often be the first point of contact with the health system for individuals with COVID-19 related health concerns or who require reliable information and advice. It is also important in the midst of the current public health crisis to reduce general practitioners' (GP) minor ailment-related workload. The aim of our study is to examine the problems in the midst of public health crisis of the current magnitude with the roles and activities of pharmacists. This information could help to inform future decisions about the restructuring of existing health services by governments, public health bodies and policy makers in response to public health crises such as COVID-19. Method(s): The study was carried out among 384 consumers using pharmacy in the regions of Armenia and Yerevan. Research instrument was questionnaire. Number of questionnaires distribution was determined by The Survey System Version 11.0. Analyses were performed using Statistical Package for the Social Sciences (SPSS) software (version 12.0). Result(s): During the study it becomes clear that very few percentage of consumers (17%) consulted by a pharmacy employees. Most of them don't get the necessary information from the pharmacy employee about medicine. Only 29 % of consumers are clearly satisfied with the answers of a pharmacy employee and 26% fully trust them. Conclusion(s): Steps should be taken for improving the professional knowledge of pharmacists about medicines and pharmaceutical care, which, in turn, can restore consumer trust in them, will help avoid self-medication errors by providing advice on medicines in response to public health crises such as COVID-19. There is a need to develop pharmaceutical care algorithms for minor ailments, national emergency drug formularies for COVID-19.Copyright © 2023

Social disability and impairment in childhood anxiety

This chapter discusses social disability and impairment in childhood anxiety. The chapter starts with a discussion of clinical characteristics of the condition. Approaches to evidence-based assessment and cognitive-behavioral treatment are discussed. Future directions are highlighted. © Springer Nature Switzerland AG 2011, 2023. All rights reserved.

Attitude and Practices of self-medication among the students of Sialkot Medical College, Sialkot

Background: During covid-19 period not only general public was victim of anxiety besides all medical professional also face anxiety and change their Information seeking behaviour according their personality. Curiosity is in human nature with the easy access to internet the new horizon to information has been opened. People searching trends have shown that they are interested in health risk to health treatment for their health related problems. Aim(s): In this study examined the influences of anxiety (ISA) and Personality traits (PT) on health information seeking behaviour (HISB) among the Doctor, paraprofessional and final year medical students who are frontline worker during pandemic situation. Methodology: The study adopted survey method with non-probability convenience sampling to collect statistical. Questionnaires werefiled from 313 participants by utilizing convenient sampling and analyzing the data through SPSS. Result(s): The result showed that significant relation between personality traits, information seeking anxiety and health information seeking behaviour. In medical library user PT has significant impact on HISB (p<.05), (AVG_PT=.002) and ISA has impact on HISB but it is not significant in medical professional (beta -.070) value shows ISA has negative impact on HISB. Practical implication: This study will be beneficial for information professionals, health care workers, policy makers and administrators to access of information resources in hybrid format. Conclusion(s): Medical professional's plays an important role in our society. They work hard and served the nation during pandemic situation. Anxiety is natural phenomena to every person. So medical professional also feel anxietybut the medical profession demands its professionals to stay cool, calm and free of anxiety by having analytical and cognitive skills, in order to fulfill the needs of their profession. This research helps to understand that ISA has no significant impact on HISB while PT has significant impact on HISB.Copyright © 2023 Lahore Medical And Dental College. All rights reserved.

Self-Medication Among Medical Students During the COVID19 Pandemic

Introduction: During the different wave of pandemic, due to various reasons self-medication practices among the public increased. Medical students are prone to such practices due to relevant background knowledge, and access to drugs. This study assessed the self-medication practice among the medial students during the different waves of pandemic of south Gujarat. Material and Methods: This descriptive study was conducted during May to June 2022 through self-administered form among medical students of south Gujarat, India. Study questionnaire included general de-mography;most frequently practice of self-medication. drug and the reason behind it. Result: Out of total 512 respondents, 381 (74.4%) did self-medication during the pandemic. 358 individuals (94.0%) did self-medication at least one drug since the start of pandemic. The most commonly utilizing medi-cines as prophylactic was Ayurvedic preparation, Multivitamins, Zinc and Vitamin C. For treatment of symptoms during the pandemic paracetamol (650 mg) was frequently used specially for body ache and fever. The main source of information of self-medication was internet. Conclusion: This study depicted common self-medication practices among medical students during the pan-demic. It is a significant health issue especially during the pandemic times, with high consumption reported as a prevention or treating symptoms of COVID-19. © 2023, MedSci Publications. All rights reserved.

Health Disparities and Comparison of Psychiatric Medication Use before and after the COVID-19 Pandemic Lockdown among General Practitioner Practices in the North East of England.

BACKGROUND: Psychiatric medications play a vital role in the management of mental health disorders. However, the COVID-19 pandemic and subsequent lockdown limited access to primary care services, leading to an increase in remote assessment and treatment options to maintain social distancing. This study aimed to investigate the impact of the COVID-19 pandemic lockdown on the use of psychiatric medication in primary care settings. METHODS: We conducted a retrospective claims-based analysis of anonymized monthly aggregate practice-level data on anxiolytics and hypnotics use from 322 general practitioner (GP) practices in the North East of England, where health disparities are known to be higher. Participants were all residents who took anxiolytics and hypnotics from primary care facilities for two financial years, from 2019/20 to 2020/21. The primary outcome was the volume of Anxiolytics and Hypnotics used as the standardized, average daily quantities (ADQs) per 1000 patients. Based on the OpenPrescribing database, a random-effect model was applied to quantify the change in the level and trend of anxiolytics and hypnotics use after the UK national lockdown in March 2020. Practice characteristics extracted from the Fingertips data were assessed for their association with a reduction in medication use following the lockdown. RESULTS: This study in the North East of England found that GP practices in higher health disparate regions had a lower workload than those in less health disparate areas, potentially due to disparities in healthcare utilization and socioeconomic status. Patients in the region reported higher levels of satisfaction with healthcare services compared to the England average, but there were differences between patients living in higher versus less health disparate areas. The study highlights the need for targeted interventions to address health disparities, particularly in higher health disparate areas. The study also found that psychiatric medication use was significantly more common in residents living in higher health disparate areas. Daily anxiolytics and hypnotics use decreased by 14 items per 1000 patients between the financial years 2019/20 and 2020/21. A further nine items per 1000 decreased for higher health disparate areas during the UK national lockdown. CONCLUSIONS: People during the COVID-19 lockdown were associated with an increased risk of unmet psychiatric medication demand, especially for higher health disparate areas that had low-socioeconomic status.

Obtaining medication histories via telepharmacy: an observational study.

BACKGROUND: Medication reconciliation is an effective strategy to reduce medication errors upon hospital admission. The process involves obtaining a best possible medication history (BPMH), which can be both time-consuming and resource-intensive. During the COVID-19 pandemic, telepharmacy was used to reduce the risk of viral transmission. Telepharmacy is the remote provision of pharmacy-led clinical services, such as obtaining BPMHs, using telecommunications. However, the accuracy of telephone-obtained BPMHs has not yet been evaluated. Therefore, the primary aim of this study was to evaluate the proportion of patients who have an accurate BPMH from the telephone-obtained BPMH compared to an in-person obtained BPMH. METHODS: This prospective, observational study took place in a large tertiary hospital. Recruited patients or carers had their BPMH obtained by a pharmacist over the telephone. The same patients or carers then had their BPMH conducted in-person to identify any deviations between the telephone-obtained and in-person obtained BPMH. All telephone-obtained BPMHs were timed with a stopwatch. Any deviations were categorised according to their potential consequence. An accurate BPMH was defined as having no deviations. Descriptive statistics were used to report all quantitative variables. A multivariable logistic regression was conducted to identify risk factors for patients and medications for having medication deviations. RESULTS: In total, 116 patients were recruited to receive both a telephone-obtained and in-person obtained BPMH. Of these, 91 patients (78%) had an accurate BPMH with no deviations. Of the 1104 medications documented across all the BPMHs, 1064 (96%) had no deviation. Of the 40 (4%) medication deviations, 38 were deemed low-risk (3%) and 2 high-risk (1%). A patient was more likely to have a deviation if they are taking more medications (aOR: 1.11; 95% CI: 1.01-1.22; p < 0.05). A medication was more likely to have a deviation if it was regular non-prescription medication (aOR: 4.82; 95% CI: 2.14-10.82; p < 0.001) or 'when required' non-prescription medication (aOR: 3.12; 95% CI: 1.20-8.11; p = 0.02) or a topical medication (aOR: 12.53; 95% CI: 4.34-42.17; p < 0.001). CONCLUSIONS: Telepharmacy represents a reliable and time-efficient alternative to in-person BPMHs.

Implementation of medication reconciliation in outpatient cancer care.

BACKGROUND: Medication reconciliation (MedRec) is a process where providers work with patients to document and communicate comprehensive medication information by creating a complete medication list (best possible medication history (BPMH)) then reconciling it against what patient is actually taking to identify potential issues such as drug-drug interactions. We undertook an environmental scan of current MedRec practices in outpatient cancer care to inform a quality improvement project at our centre with the aim of 30% of patients having a BPMH or MedRec within 30 days of initiating treatment with systemic therapy. METHODS: We conducted semi-structured interviews with key stakeholders from 21 cancer centres across Canada, probing on current policies, and barriers and facilitators to MedRec. Guided by the findings of the scan, we then undertook a quality improvement project at our cancer centre, comprising six iterative improvement cycles. RESULTS: Most institutions interviewed had a process in place for collecting a BPMH (81%) and targeted patients initiating systemic therapy (59%); however, considerable practice variation was noted and completion of full MedRec was uncommon. Lack of resources, high patient volumes, lack of a common medical record spanning institutions and settings which limits access to medication records from external institutions and community pharmacies were identified as significant barriers. Despite navigating challenges related to the COVID-19 pandemic, we achieved 26.6% of eligible patients with a documented BPMH. However, uptake of full MedRec remained low whereby 4.7% of patients had a documented MedRec. CONCLUSIONS: Realising improvements to completion of MedRec in outpatient cancer care is possible but takes considerable time and iteration as the process is complex. Resource allocation and information sharing remain major barriers which need to be addressed in order to observe meaningful improvements in MedRec.

Impact of Post-Visit Outreach on Inhaled Corticosteroid Refill Persistence in Children and Young Adults With Asthma.

BACKGROUND: Inhaled corticosteroids (ICSs) are a fundamental pillar of most regimens for long-term control of persistent asthma. Poor adherence to ICS medication is a common problem in the asthma population that can lead to poor asthma control. We hypothesized that conducting a follow-up telephone call after general pediatric clinic visits for asthma would improve refill persistence. METHODS: We conducted a prospective cohort analysis of pediatric and young adult subjects followed in our pediatric primary care clinic for asthma on ICS medication found to have poor ICS refill persistence. This cohort received a follow-up telephone outreach call 5-8 weeks after the clinic visit. The primary outcome measure was refill persistence with regard to ICS therapy. RESULTS: There were 289 subjects who met the inclusion criteria and did not meet any exclusion criteria for the study (n = 131 in the primary cohort, n = 158 in the post-COVID cohort). The mean ICS refill persistence increased significantly for subjects in the primary cohort (39.4 ± 30.8% post intervention vs 32.4 ± 19.7% pre intervention) (P = .02) but not in the post-COVID cohort (36.4 ± 25.6% post intervention vs 38.9 ± 21.0% pre intervention) (P = .26). There was not a statistically significant change in hospitalizations after the intervention in either the primary or the post-COVID cohorts (P = .08 and .07, respectively). Systemic corticosteroid courses and emergency department visits decreased significantly post intervention (P = .01 and P = .004, respectively) in the primary group but not in the post-COVID group (P = .75 and P = .16, respectively). CONCLUSIONS: These results suggest that telephone outreach after out-patient clinic visits for asthma may have short-term benefit in ICS refill persistence; however, the effect size was small.

A Focused Screening and Clinical Intervention with Streamlined Outpatient Linkage for Hospitalized Patients with Opioid Use Disorder Experiencing Homelessness.

Background: Patients experiencing homelessness have higher rates of substance use and related mortality, often driven by opioid overdose. Conversely, opioid use disorder (OUD) is a leading risk factor for homelessness. Our goal was to test the efficacy of an electronic health record (EHR) screen in identifying this vulnerable population during hospitalization and to assess the feasibility of a bundled intervention in improving opioid safety. Methods: We assessed patients' housing status, substance use, previous MOUD treatment, barriers to MOUD treatment and readiness to take MOUD in and out of the hospital. For each post discharge follow up call, patients were asked about their MOUD status, barriers accessing treatment, current substance use, and housing status. We also assessed team members perceptions and experiences of the study. Results: We enrolled 32 patients with housing insecurity and OUD. The mean age was 44, the majority self-identified as male (78%), and mostly as White (56%) or Black (38%). At each follow up within the 6-months post-discharge, reach rates were low: 40% of enrollees answered at least 1 call and the highest reach rate (31% of patients) occurred at week 4. At the third and sixth-month follow ups, >50% of subjects still taking MOUD were also using opioids. Conclusion: Our clinician augmented EHR screen accurately identified inpatients experiencing OUD and PEH. This intervention showed high rates of attrition among enrolled patients, even after providing cellphones. The majority of patients who were reached remained adherent to MOUD though they reported significant barriers.

Elderly Population Has Higher Prevalence of Polypharmacy Associated with Poor Quality of Life and Low Compliance after Recovery from COVID-19.

Background: Long term effects of COVID are not fully understood yet. The geriatric population has been badly affected. The impact of COVID-19 on the health-related quality of life after recovery and patient compliance is a matter of concern especially in the geriatric population where polypharmacy is often prevalent. Aims and Objectives: This study intended to observe the occurrence of polypharmacy (PP) among COVID-19 recovered older patients with multimorbidity and explore its association with health-related quality of life and compliance in these patients. Materials and Methods: Total 90 patients, above 60 years of age having two or more co-morbidities and recovered from COVID-19 infection were included in this cross-sectional study. Number of pills taken daily by each patient was noted, to determine the occurrence of PP. WHO-QOL-BREF was used to assess the effect of PP on health-related quality of life (HRQOL). Medication adherence was measured using a self-reported questionnaire. Results: PP was found in 94.4% while hyper polypharmacy was found in 45.56% of patients. The overall mean score of HRQOL in patients with PP was 187.91 ± 32.98, indicating poor quality of life with PP (p value 0.0014) whereas the overall mean score of HRQOL in patients with hyper polypharmacy was 177.41 ± 26.11, showing poor quality of life with hyper polypharmacy (p value 0.0005). Increased number of pills corelated with poor quality of life (r =0.49). The medication adherence was found to be poor in patients who received mean number of pills 10.44 ± 2.62 whereas the adherence was good if the mean number of pills was 8.20 ± 2.63, (p value of 0.0001). Conclusion: Polypharmacy is highly prevalent among COVID-19 recovered patients and is associated with poor quality of life as well as poor medication adherence.

Factors Affecting Initiation and Retention of Medication-Assisted Recovery (MAR) within a Pilot Pharmacist-Involved Practice Model at a Federally Qualified Healthcare Center (FQHC) during the COVID-19 Pandemic.

BACKGROUND: During the COVID-19 pandemic, opioid-related overdose deaths increased. Although Medication-Assisted Treatment or Recovery (MAT or MAR) is available, initiation and retention rates vary. The goal of this study was to evaluate clinical, demographic, and Social Determinant of Health factors affecting MAR initiation, on-time initiation of medications, and successful retention in the program. The secondary goal was to evaluate the impact of a novel interprofessional practice model incorporating pharmacists. METHODS: A retrospective analysis was conducted using electronic health record data from a pilot MAR Program initiated within a California Federally Qualified Healthcare Center. RESULTS: From September 2019 to August 2020, 48 patients enrolled into the program. On-time initiation of medications occurred in 68% of patients and average program retention was 96.4 ± 95.8 days. Patients currently using opioids (p = 0.005) and those receiving supportive medications (p = 0.049) had lower odds of on-time MAR initiation. There were no statistically significant factors associated with successful retention in the program. The number of visits with members of the interprofessional team did not significantly affect on-time initiation or successful retention. CONCLUSIONS: Current opioid use and receipt of supportive medications were associated with lower on-time medication initiation. Further studies are warranted to explore additional factors which may affect initiation and retention.

Artificial-Intelligence-Driven Algorithms for Predicting Response to Corticosteroid Treatment in Patients with Post-Acute COVID-19.

Pulmonary fibrosis is one of the most severe long-term consequences of COVID-19. Corticosteroid treatment increases the chances of recovery; unfortunately, it can also have side effects. Therefore, we aimed to develop prediction models for a personalized selection of patients benefiting from corticotherapy. The experiment utilized various algorithms, including Logistic Regression, k-NN, Decision Tree, XGBoost, Random Forest, SVM, MLP, AdaBoost, and LGBM. In addition easily human-interpretable model is presented. All algorithms were trained on a dataset consisting of a total of 281 patients. Every patient conducted an examination at the start and three months after the post-COVID treatment. The examination comprised a physical examination, blood tests, functional lung tests, and an assessment of health state based on X-ray and HRCT. The Decision tree algorithm achieved balanced accuracy (BA) of 73.52%, ROC-AUC of 74.69%, and 71.70% F1 score. Other algorithms achieving high accuracy included Random Forest (BA 70.00%, ROC-AUC 70.62%, 67.92% F1 score) and AdaBoost (BA 70.37%, ROC-AUC 63.58%, 70.18% F1 score). The experiments prove that information obtained during the initiation of the post-COVID-19 treatment can be used to predict whether the patient will benefit from corticotherapy. The presented predictive models can be used by clinicians to make personalized treatment decisions.