Effectiveness and Safety of Direct Oral Anticoagulants Versus Warfarin in Patients with Atrial Fibrillation and Cancer: A Target Trial Emulation from SEER-Medicare Database.

BACKGROUND: Direct oral anticoagulants (DOACs) are preferred over warfarin in patients with atrial fibrillation (AFib). However, their safety and effectiveness in patients with AFib and cancer are inconclusive. METHODS: We conducted a retrospective cohort study by emulating a target trial. Patients with a record of cancer (breast, prostate, or lung), newly diagnosed with AFib initiated DOACs or warfarin within 3 months after AFib diagnosis from the 2012-2019 Surveillance, Epidemiology, and End Results (SEER)-Medicare database were included. We compared the risk of ischemic stroke, major bleeding, and secondary outcomes (venous thromboembolism, intracranial bleeding, gastrointestinal bleeding, and non-critical site bleeding) between patients who initiated DOACs and warfarin. Inverse probability treatment weights and inverse probability censoring weights were used to adjust imbalanced patient and disease characteristics and loss to follow-up between the two groups. Weighted pooled logistic regression were used to estimate treatment effect with hazard ratios (HRs) with 95% confidence interval (95% CIs). RESULTS: The incidence rates of stroke and major bleeding between DOAC and warfarin initiators were 9.97 vs. 9.91 and 7.74 vs. 9.24 cases per 1000 person-years, respectively. In adjusted intention-to-treat analysis, patients initiated DOACs had no statistically significant difference in risk of ischemic stroke (HR = 0.87, 95% CI 0.52-1.44) and major bleeding (HR = 1.14, 95% CI 0.77-1.68) compared to those initiated warfarin. In adjusted per-protocol analysis, there was no statistical difference in risk of ischemic stroke (HR = 1.81, 95% CI 0.75-4.36) and lower risk for major bleeding, but the 95% CI was wide (HR = 0.35, 95% CI 0.12-0.99) among DOAC initiators compared to warfarin initiators. The benefits in secondary outcomes were in favor of DOACs. The findings remained consistent across subgroups and sensitivity analyses. CONCLUSION: DOACs are safe and effective alternatives to warfarin in the management of patients with AFib and cancer.

Benefit and risk of oral anticoagulant initiation strategies in patients with atrial fibrillation and cancer: a target trial emulation using the SEER-Medicare database.

Oral anticoagulants (OACs) are recommended for patients with atrial fibrillation (AFib) having CHA2DS2-VASc score ≥ 2. However, the benefits of OAC initiation in patients with AFib and cancer at different levels of CHA2DS2-VASc is unknown. We included patients with new AFib diagnosis and a record of cancer (breast, prostate, or lung) from the 2012-2019 Surveillance, Epidemiology, and End Results (SEER)-Medicare database (n = 39,915). Risks of stroke and bleeding were compared between 5 treatment strategies: (1) initiated OAC when CHA2DS2-VASc ≥ 1 (n = 6008), (2) CHA2DS2-VASc ≥ 2 (n = 8694), (3) CHA2DS2-VASc ≥ 4 (n = 20,286), (4) CHA2DS2-VASc ≥ 6 (n = 30,944), and (5) never initiated OAC (reference group, n = 33,907). Confounders were adjusted using inverse probability weighting through cloning-censoring-weighting approach. Weighted pooled logistic regressions were used to estimate treatment effect [hazard ratios (HRs) and 95% confidence interval (95% CIs)]. We found that only patients who initiated OACs at CHA2DS2-VASc ≥ 6 had lower risk of stroke compared without OAC initiation (HR 0.64, 95% CI 0.54-0.75). All 4 active treatment strategies had reduced risk of bleeding compared to non-initiators, with OAC initiation at CHA2DS2-VASc ≥ 6 being the most beneficial strategy (HR = 0.49, 95% CI 0.44-0.55). In patients with lung cancer or regional/metastatic cancer, OAC initiation at any CHA2DS2-VASc level increased risk of stroke and did not reduce risk of bleeding (except for Regimen 4). In conclusion, among cancer patients with new AFib diagnosis, OAC initiation at higher risk of stroke (CHA2DS2-VASc score ≥ 6) is more beneficial in preventing ischemic stroke and bleeding. Patients with advanced cancer or low life-expectancy may initiate OACs when CHA2DS2-VASc score ≥ 6.

Development and Validation of Machine Learning Algorithms to Predict 1-Year Ischemic Stroke and Bleeding Events in Patients with Atrial Fibrillation and Cancer.

In this study, we leveraged machine learning (ML) approach to develop and validate new assessment tools for predicting stroke and bleeding among patients with atrial fibrillation (AFib) and cancer. We conducted a retrospective cohort study including patients who were newly diagnosed with AFib with a record of cancer from the 2012-2018 Surveillance, Epidemiology, and End Results (SEER)-Medicare database. The ML algorithms were developed and validated separately for each outcome by fitting elastic net, random forest (RF), extreme gradient boosting (XGBoost), support vector machine (SVM), and neural network models with tenfold cross-validation (train:test = 7:3). We obtained area under the curve (AUC), sensitivity, specificity, and F2 score as performance metrics. Model calibration was assessed using Brier score. In sensitivity analysis, we resampled data using Synthetic Minority Oversampling Technique (SMOTE). Among 18,388 patients with AFib and cancer, 523 (2.84%) had ischemic stroke and 221 (1.20%) had major bleeding within one year after AFib diagnosis. In prediction of ischemic stroke, RF significantly outperformed other ML models [AUC (0.916, 95% CI 0.887-0.945), sensitivity 0.868, specificity 0.801, F2 score 0.375, Brier score = 0.035]. However, the performance of ML algorithms in prediction of major bleeding was low with highest AUC achieved by RF (0.623, 95% CI 0.554-0.692). RF models performed better than CHA2DS2-VASc and HAS-BLED scores. SMOTE did not improve the performance of the ML algorithms. Our study demonstrated a promising application of ML in stroke prediction among patients with AFib and cancer. This tool may be leveraged in assisting clinicians to identify patients at high risk of stroke and optimize treatment decisions.

Effects of Framed Mobile Messages on Beliefs, Intentions, Adherence, and Asthma Control: A Randomized Trial.

We aimed to examine the effects of framed mobile messages (messages emphasizing losses or gains because of a behavior) on young adults' beliefs about their daily Inhaled Corticosteroids (ICS), intentions to take their ICS, adherence, and asthma control. College students (18-29 years) who owned a mobile phone and had a diagnosis of asthma with a prescription for an ICS were recruited. Participants (n = 43) were randomized to receive either gain- or loss-framed mobile messages three times per week for eight weeks. Engagement rates with messages were calculated. Outcomes included beliefs, intentions, adherence, and asthma control. Data collection was performed at baseline, week 4, and week 8. Mixed-design ANOVA assessed whether outcomes improved differentially from baseline to week eight between gain- and loss-framed groups. Twenty-two participants were randomly assigned to the gain-framed group and 21 to the loss-framed group. There was a 100% retention rate. The engagement rate with the text messages was 85.9%. There was a significant difference in participants' intentions to take medication and asthma control from baseline. There were no significant changes in other outcomes from baseline. There was no difference in changes in all outcomes between participants receiving gain- versus loss-framed messages. Framed mobile messages improved young adults' asthma control and intentions to take their medication as prescribed.

Screening for clinically relevant drug-drug interactions between direct oral anticoagulants and antineoplastic agents: a pharmacovigilance approach.

BACKGROUND: Use of direct oral anticoagulants (DOACs) in patients with cancer remains suboptimal due to the concern regarding potential drug-drug interactions (DDIs) with antineoplastic treatments. However, the clinical relevance of these DDIs is unknown. METHODS: We conducted a pharmacovigilance study of adverse event (AE) reports from the US Food and Drug Administration Adverse Event Reporting System from 1/1/2004 to 12/31/2021. AE reports containing DOACs and antineoplastic agents with CYP3A4/P-gp inhibitory or inducing activity suggested by published pharmacokinetic studies were included (n = 36,066). The outcomes of interest were bleeding or stroke, identified by MedDRA dictionary version 25.0. We used disproportionality analyses (DPA), logistic regression models (LR), and Multi-item Gamma-Poisson Shrinker (MGPS) (Empirical Bayes Geometric Means (EBGM) and 90% credible intervals (90% CIs)) algorithms to identify the safety signal of DDIs. RESULTS: The highest bleeding reporting rates for each drug class were the combination of DOACs with neratinib (39.08%, n = 34), tamoxifen (21.22%, n = 104), irinotecan (20.54%, n = 83), and cyclosporine (19.17%, n = 227). The highest rate of stroke was found for prednisolone (2.43%, n = 113). In the primary analysis, no signal of DDIs by the antineoplastic therapeutic class was detected by MGPS, DPA, and LR approaches. By individual antineoplastic drug, DOACs-neratinib was the only signal detected [EBGM (EB05-EB95) = 2.71 (2.03-3.54)]. CONCLUSION: No signal of DDIs between DOACs and antineoplastic agents was detected, except for DOAC-neratinib. Most DDIs between DOACs and antineoplastic agents may not be clinically relevant. The DDIs between DOACs and neratinib should be further examined in future research.

A systematic review of digital health technologies for the care of older adults during COVID-19 pandemic.

Objective: During the Coronavirus Disease 2019 (COVID-19) pandemic, digital health technologies (DHTs) became increasingly important, especially for older adults. The objective of this systematic review was to synthesize evidence on the rapid implementation and use of DHTs among older adults during the COVID-19 pandemic. Methods: A structured, electronic search was conducted on 9 November 2021, and updated on 5 January 2023, among five databases to select DHT interventional studies conducted among older adults during the pandemic. The bias of studies was assessed using Version 2 of the Cochrane Risk-of-Bias Tool for randomized trials (RoB 2) and Risk of Bias in Non-randomized Studies of Interventions (ROBINS-I). Results: Among 20 articles included in the review, 14 (70%) focused on older adults with chronic diseases or symptoms, such as dementia or cognitive impairment, type 2 diabetes, and obesity. DHTs included traditional telehealth interventions via telephone, video, and social media, as well as emerging technologies such as Humanoid Robot and Laser acupuncture teletherapy. Using RoB 2 and ROBINS-I, four studies (20%) were evaluated as high or serious overall risk of bias. DHTs have shown to be effective, feasible, acceptable, and satisfactory for older adults during the COVID-19 pandemic compared to usual care. In addition, some studies also highlighted challenges with technology, hearing difficulties, and communication barriers within the vulnerable population. Conclusions: During the COVID-19 pandemic, DHTs had the potential to improve various health outcomes and showed benefits for older adults' access to health care services.

Medication use and contextual factors associated with meeting guideline-based glycemic levels in diabetes among a nationally representative sample.

Introduction: Based on the long-lasting diabetes management challenges in the United States, the objective was to examine glycemic levels among a nationally representative sample of people with diabetes stratified by prescribed antihyperglycemic treatment regimens and contextual factors. Methods: This serial cross-sectional study used United States population-based data from the 2015 to March 2020 National Health and Nutrition Examination Surveys (NHANES). The study included non-pregnant adults (≥20 years old) with non-missing A1C and self-reported diabetes diagnosis from NHANES. Using A1C lab values, we dichotomized the outcome of glycemic levels into <7% versus ≥7% (meeting vs. not meeting guideline-based glycemic levels, respectively). We stratified the outcome by antihyperglycemic medication use and contextual factors (e.g., race/ethnicity, gender, chronic conditions, diet, healthcare utilization, insurance, etc.) and performed multivariable logistic regression analyses. Results: The 2042 adults with diabetes had a mean age of 60.63 (SE = 0.50), 55.26% (95% CI = 51.39-59.09) were male, and 51.82% (95% CI = 47.11-56.51) met guideline-based glycemic levels. Contextual factors associated with meeting guideline-based glycemic levels included reporting an "excellent" versus "poor" diet (aOR = 4.21, 95% CI = 1.92-9.25) and having no family history of diabetes (aOR = 1.43, 95% CI = 1.03-1.98). Contextual factors associated with lower odds of meeting guideline-based glycemic levels included taking insulin (aOR = 0.16, 95% CI = 0.10-0.26), taking metformin (aOR = 0.66, 95% CI = 0.46-0.96), less frequent healthcare utilization [e.g., none vs. ≥4 times/year (aOR = 0.51, 95% CI = 0.27-0.96)], being uninsured (aOR = 0.51, 95% CI = 0.33-0.79), etc. Discussion: Meeting guideline-based glycemic levels was associated with medication use (taking vs. not taking respective antihyperglycemic medication classes) and contextual factors. The timely, population-based estimates can inform national efforts to optimize diabetes management.

Organizational Readiness to Implement Community Pharmacy-Based Opioid Counseling and Naloxone Services: A Scoping Review of Current Practice Models and Opportunities.

The purpose of this study was to explore existing practice models and opportunities surrounding community pharmacist-delivered opioid counseling and naloxone (OCN) services in the U.S., with the goal of enhancing organizational readiness and improving patient access. A scoping literature review was conducted. English-language articles published in peer-reviewed journals from January 2012-July 2022 were sought via PubMed, CINAHL, IPA, and Google Scholar using permutations of terms such as "pharmacist/pharmacy", "opioid/opiate", "naloxone", "counseling", and "implement/implementation". Original articles reporting the resources/inputs (personnel; pharmacist full-time equivalents; facilities and expenses; in-house versus outsourced personnel), implementation processes (legal source of pharmacist authority; patient identification strategies; intervention procedures; workflow strategies; business operations), and programmatic outcomes (uptake and delivery; interventions made; economic impact; patient or provider satisfaction) of pharmacist-delivered OCN services in community (retail) settings were retained. Twelve articles describing ten unique studies were included. The studies primarily used quasi-experimental designs and were published from 2017 to 2021. The articles described seven broad program elements/themes: interprofessional collaboration (n = 2); patient education format including one-on-one patient education (n = 12) and group education sessions (n = 1); non-pharmacist provider education (n = 2); pharmacy staff education (n = 8); opioid misuse screening tools (n = 7); naloxone recommendation/dispensing (n = 12); and opioid therapy and pain management (n = 1). Pharmacists screened/counseled 11-2716 patients and provided 11-430 doses of naloxone. Limited implementation costs, patient/provider satisfaction, or economic impact measures were reported. This review may serve as a guide for community pharmacists in implementing OCN services in their own practices. Future studies should clarify OCN program implementation costs, patient/provider satisfaction, and the economic impact.

Pharmacy-based immunization in rural USA during the COVID-19 pandemic: A survey of community pharmacists from five southeastern states.

INTRODUCTION: Immunization rates for seasonal and non-seasonal vaccines dropped during the COVID-19 pandemic. Little is known about the extent to which community pharmacies in the USA continued to serve as immunization sites during the pandemic. This study compared 1) the types and perceived changes in non-COVID-19 vaccine doses administered at rural community pharmacies in 2020 (during the pandemic) to 2019 (pre-pandemic) and 2) the delivery of non-COVID-19 immunization services in 2020 to 2019. METHODS: A mixed-mode (paper/electronic) survey of a convenience sample of 385 community pharmacies operating in rural settings and have administered ≥1 vaccine in 2019 and 2020 was distributed in May-August 2021. Survey development was informed by relevant literature, pre-tested with three individuals, and pilot-tested with 20 pharmacists. Non-response bias was assessed, and survey responses were analyzed using descriptive and bivariate statistics. RESULTS: Of the 385 community pharmacies, 86 qualified pharmacies completed the survey (Response Rate = 23.8%). The percentage of pharmacies offering a given vaccine in 2019 and 2020 were similar; with one exception, a higher percentage of pharmacies reported having MMR administered for adults in the pharmacy in 2020 (McNemar's test; p-value = 0.0253). For each given vaccine, the majority of respondents did not perceive a change in the number of doses administered in 2020 compared to 2019. Further, the majority reported no difference in how they delivered immunization services during and pre-pandemic. However, a small percentage of respondents (6.0-22.0%) adapted their services by adopting several measures to ensure the safety and continuity of immunizations during the pandemic. CONCLUSION: Findings highlight the importance of community pharmacies as immunization sites during the pandemic. Community pharmacies continued immunization delivery at community pharmacies during the pandemic with almost no noticeable change to types and doses of vaccines compared to pre-pandemic nor the process of vaccine delivery.

Impact of a Multicomponent Educational Intervention on Community Pharmacy-Based Naloxone Services Implementation: A Pragmatic Randomized Controlled Trial.

BACKGROUND: Despite US naloxone access laws, community pharmacists lack training and confidence in providing naloxone. OBJECTIVE: To assess the impact of the Empowering Community Pharmacists program on pharmacists' knowledge, perceived barriers, attitudes, confidence, and intentions regarding naloxone services implementation, as well as naloxone prescriptions dispensed. METHODS: A 3-month pragmatic randomized controlled trial was conducted from December 2018 to March 2019. Alabama community pharmacists were recruited by mail, email, phone, and fax and randomized to intervention (monthly resources/reminders + educational webinar) or control (monthly reminders only). Outcome measures were assessed via online surveys at baseline (T1), immediately post-intervention (T2), and 3 months post-intervention (T3), including naloxone knowledge (%correct); perceived barriers, attitudes, confidence, and intention regarding naloxone services implementation (7-point Likert-type scale; 1 = strongly disagree, 7 = strongly agree); and number of naloxone prescriptions dispensed. Mean differences between control and intervention from T1 to T3 were assessed using 2-way mixed analysis of variance and adjusted analyses were conducted using generalized estimating equations with negative binomial distribution to assess associations between variables. RESULTS: Of 55 participants (n = 27 intervention, n = 28 control), most were female (80.3%), white (80.6%), in independently owned pharmacies (39.1%). Increases in mean [SD] confidence (5.52 [1.03]-6.16 [0.74], P < 0.0005) and intention (5.35 [1.51]-6.10 [0.96], P = 0.023) occurred from pre- to post-program within the intervention group and were statistically significant compared with control (confidence P = 0.016, intention P = 0.014). Confidence (exp(ß) = 1.46, P = 0.031) and perceived barriers (exp(ß) = 0.75, P = 0.022) were associated with number of naloxone prescriptions dispensed. CONCLUSION AND RELEVANCE: The Empowering Community Pharmacists program improved community pharmacists' confidence and intention regarding naloxone services implementation. Other states can adapt program elements according to their laws. CLINICALTRIALS.GOV IDENTIFIER: NCT05093309.

Determinants to immunization information system implementation in independent community pharmacies.

BACKGROUND: Immunization information systems (IISs) facilitate consolidated vaccination data within each state. Many have limited pharmacy participation, especially Alabama. As pharmacists increasingly engage in delivery of vaccines recommended across the life span, it is critical to understand the barriers to IIS implementation, particularly in rural community pharmacies where access to primary care may be limited. OBJECTIVE: The purpose of this study was to identify barriers and facilitators to IIS implementation in rural, independent community pharmacies in Alabama. METHODS: Qualitative interviews with rural, independent community pharmacy personnel and IIS experts in both states with high IIS participation and Alabama (state with low IIS participation) were conducted. States with high participation were identified as those with ≥75% of adults recorded in their respective state IIS. Less than 25% of Alabama adults were recorded in the state IIS at the time of this study. Deductive coding using CFIR constructs was conducted with a second coder to ensure inter-rater reliability. CFIR Rating Rules were applied to the coded data to allow for identification of constructs that have the greatest impact on implementation. RESULTS: A total of twenty-five participants (16 pharmacy personnel; 9 IIS experts) were interviewed. During interviews, 32 of 39 CFIR constructs were mentioned and 11 constructs with a strong influence (+2 or -2) were identified. These included, "adaptability", "complexity", "compatibility", "available resources", "access to knowledge and information", "needs and resources of those served by the organization", "peer pressure", "external policy and initiatives", "knowledge and beliefs about the innovation", "engaging key stakeholders", and "engaging innovation participants". CONCLUSIONS: This qualitative study explored perceived barriers and facilitators to IIS implementation in the rural, independent community pharmacy setting from the perspectives of pharmacy personnel and IIS experts. Factors identified can be used to inform the development of resources and implementation strategies to improve IIS uptake and participation.

Knowledge of Kratom among Alabama Pharmacists.

Kratom (Mitragyna speciosa) is a botanical substance whose leaves produce stimulant- and opioid-like effects. Kratom use has increased precipitously in the United States (U.S.) over the last decade, yet, in our experience, many pharmacists are unfamiliar with this herb. The purpose of this study was to assess pharmacists' awareness and knowledge of kratom. This cross-sectional study used an online questionnaire to preferentially solicit community pharmacists' knowledge of kratom and collect demographic information. The survey was sent via email to approximately 10,000 pharmacists, targeting those in the state of Alabama, U.S. Data were analyzed using descriptive statistics, and the Chi Square test was used to compare nominal data. A total of 257 participants responded to the survey. Almost 50% of participants had heard of kratom, and 50% had not. Compared to females, males were more likely to have heard of kratom (64% vs. 42%; p = 0.0015), as were pharmacists who worked for an independent pharmacy vs. a chain (61% vs. 41%; p = 0.025). Of the participants who had heard of kratom, only 14% considered themselves knowledgeable or very knowledgeable about the herb, and only 44% knew it was illegal in Alabama. These data indicate a need to further kratom education among community pharmacists in Alabama.

A state-wide education program on opioid use disorder: influential community members' knowledge, beliefs, and opportunities for coalition development.

BACKGROUND: Deep South states, particularly Alabama, experience disproportionately higher opioid prescribing rates versus national rates. Considering limited opioid use disorder (OUD) providers in this region, collaborative efforts between non-healthcare professionals is critical in mitigating overdose mortality. The Alabama Opioid Training Institute (OTI) was created in 2019 to empower community members to take action in combatting OUD in local regions. The OTI included: 1) eight full-day in-person conferences; and 2) an interactive mobile-enabled website ( https://alabamaoti.org ). This study assessed the impact of the OTI on influential community members' knowledge, abilities, concerns, readiness, and intended actions regarding OUD and opioid overdose mitigation. METHODS: A one-group prospective cohort design was utilized. Alabama community leaders were purposively recruited via email, billboards, television, and social media advertisements. Outcome measures were assessed via online survey at baseline and post-conference, including: OUD knowledge (percent correct); abilities, concerns, and readiness regarding overdose management (7-point Likert-type scale, 1 = strongly disagree to 7 = strongly agree); and actions/intended actions over the past/next 6 months (8-item index from 0 to 100% of the time). Conference satisfaction was also assessed. Changes were analyzed using McNemar or Marginal Homogeneity tests for categorical variables and two-sided paired t-tests for continuous variables (alpha = 0.05). RESULTS: Overall, 413 influential community members participated, most of whom were social workers (25.7%), female (86.4%), and White (65.7%). Community members' OUD knowledge increased from mean [SD] 71.00% [13.32] pre-conference to 83.75% [9.91] post-conference (p < 0.001). Compared to pre-conference, mean [SD] ability scale scores increased (3.72 [1.55] to 5.15 [1.11], p < 0.001) and concerns decreased (3.19 [1.30] to 2.64 [1.17], p < 0.001) post-conference. Readiness was unchanged post-conference. Attendees' intended OUD-mitigating actions in the next 6 months exceeded their self-reported actions in the past 6 months, and 92% recommended the OTI to others. CONCLUSIONS: The Alabama OTI improved community leaders' knowledge, abilities, and concerns regarding OUD management. Similar programs combining live education and interactive web-based platforms can be replicated in other states.

Increasing use of immunization information systems for routine vaccinations in independent community pharmacies: A randomized controlled trial.

BACKGROUND: Only 60% of adults nationwide and just 36.8% of adults in Alabama have immunization data recorded in an Immunization Information System (IIS). The objective of this study, which took place before the coronavirus disease 2019 (COVID-19) pandemic, was to evaluate the impact of an IIS training program on pharmacists' IIS enrollment, participation, awareness, knowledge, intention, and attitudes. METHODS: A randomized controlled trial was conducted in 2019 among Alabama pharmacists (N = 41) practicing in independently owned pharmacies and providing vaccination services but whose pharmacy was not enrolled in Alabama's IIS (Immunization Patient Registry with Integrated Technology [ImmPRINT]). Intervention pharmacists were offered a 2-hour IIS training program, including an online continuing pharmacy education article, demonstration videos, implementation guide, and informational flyer. Control pharmacies received the informational flyer only. Pharmacy-level outcomes, including enrollment and participation, were obtained from ImmPRINT administrative records. Pharmacist-level outcomes, including awareness, knowledge, intention, and attitudes, were self-reported using baseline, 1-month, and 3-month surveys. Two-way mixed analysis of variance, chi-square, and independent t tests were used to analyze differences in outcomes between and within groups. RESULTS: Enrollment in ImmPRINT was significantly greater among intervention pharmacists' pharmacies (P = 0.035). In particular, 59.1% of intervention pharmacies compared with 26.3% of control pharmacies were enrolled in ImmPRINT at 3 months. No statistically significant differences were found between groups in terms of participation in ImmPRINT. Intervention pharmacists' awareness of IIS was significantly greater than control pharmacists (P = 0.028) at 1 month (postintervention). Furthermore, the IIS training program significantly improved intervention pharmacists' knowledge (P = 0.030) and attitudes (P = 0.016) toward IIS over 3 months compared with the control group. CONCLUSIONS: This pharmacist-centered training program focused on practical strategies to integrate IIS into pharmacy workflow. Results show that pharmacists' enrollment, awareness, knowledge, and attitudes significantly improved as a result of this training. As pharmacists become more involved in immunization efforts, particularly in response to COVID-19, awareness of and participation in responsible immunization documentation are critical.

Pharmacy students' personal and professional use of social media.

INTRODUCTION: Current literature does not describe behaviors or the overarching opinion of pharmacy students on the use of different types of social media for personal and professional purposes. The objectives of this study were to identify predominant beliefs among pharmacy students regarding use of social media for professional and personal purposes, characterize pharmacy students' opinions on the effects of social media on their professional career, and determine pharmacy students' perceptions of using social media as tools for learning and discovery. METHODS: A self-administered questionnaire was administered to pharmacy students at Auburn University (N = 450) and Lipscomb University (N = 212). Linear regression was performed to predict students' perceptions of the importance of social media to their future professional life. RESULTS: The leading platforms commonly used by students for personal reasons were Facebook (92.5%), Instagram (70.5%), and Snapchat (70.5%). The most popular platforms used for professional reasons included LinkedIn (40.4%), Facebook (35.4%), and YouTube (29.2%). About 50% of respondents perceived social media to be important to their future professional life as pharmacists. Most students used YouTube and Wikipedia while studying or learning. The regression model predicting students' perceptions of the importance of social media to their future professional life was significant. CONCLUSIONS: Pharmacy students most commonly use Facebook, Instagram, and Snapchat for personal reasons, and LinkedIn, Facebook, and YouTube for professional reasons. Educators may leverage YouTube and wikis to support the education of pharmacy students. Pharmacy students appear to be more aware and active with security settings than previously reported.

Evaluation of the impact of enhanced virtual forms and gamification on intervention identification in a pharmacist-led ambulatory care clinic.

Background: Adoption of healthcare technology in the ambulatory care setting is nearly universal. Clinical decision support system (CDSS) technologies improve patient care through the identification of additional care opportunities. With the movement from paper-based to electronic clinical intake forms, the opportunity to improve identification of gaps in care utilizing CDSS in the ambulatory care setting exists. Objective: To evaluate the impact of CDSS-enhanced digital intake forms, with- and without aspects of gamification, on the identification of intervention opportunities in an ambulatory care pharmacy setting. Methods: Patients were invited to complete visit intake paperwork via virtual forms as part of a CDSS-enhanced mobile application designed to identify potential interventions based on patient age, sex, disease state(s), and user-provided information. Patients were randomized to receive optional patient-specific health questions 1) with or 2) without elements of gamification. Gamification elements included trivia questions, fun facts, and the chance to win a prize. A retrospective review was used to assess interventions identified for a random sample of patients seen within the same time frame who did not utilize the mobile application. Interventions were compared across groups utilizing ANOVA. t-tests were used for a subgroup analysis. Results: From January to May 2019, 353 potential interventions were identified for 220 study participants. 0.44 (±0.82), 1.8 (±2.0) and 2.1 (±1.8) interventions per participant were identified for the control, virtual forms, and virtual forms + gamification groups, respectively. Significant differences in intervention identification across groups were found using a one-way ANOVA (F = 17.46, p < .001). Post hoc analysis demonstrated a significant difference in interventions identified for those completing 50-100% (n = 32) and those completing less than 50% (n = 18; p < .001) of the optional health questions in the virtual forms + gamification group. Conclusions: Utilization of CDSS-enhanced clinical intake forms increased identification of potential interventions, though gamification did not significantly impact this identification.

Pharmacist-led motivational interviewing for diabetes medication adherence in a worksite wellness program.

OBJECTIVE: The primary objective was to evaluate the impact of a pharmacist-delivered motivational interviewing (MI) intervention for diabetes medication adherence; the secondary objectives were to assess the changes in clinical outcomes and health-related quality of life (HRQoL). METHODS: A quasi-experimental intervention study was conducted with baseline, postintervention, and follow-up data collections. The study duration was 6 months. Pharmacists trained in MI delivered 3 face-to-face encounters using MI-based semistructured conversation tools to address barriers or challenges to medication adherence. A diabetes worksite wellness program (WWP) at a 350-bed regional hospital in the southeastern United States was the setting, and the study participants were WWP employees or dependents (with type 1 diabetes or type 2 diabetes). The primary outcome was a change in self-reported diabetes medication adherence; the secondary outcomes included the changes in clinical indicators (glycated hemoglobin [HbA1c], blood pressure, and depressive symptoms), and HRQoL. The measures included the Medometer, Summary of Diabetes Self-Care Activities-Medication Subscale (SDSCA-MS), Audit of Diabetes-Dependent QoL (ADDQoL-19), and the Short Form-12 (SF-12) health survey. RESULTS: Fifty-three WWP participants enrolled, and 36 completed the full intervention protocol. Medication adherence (through the Medometer) demonstrated statistically significant improvement after the intervention (P = 0.010); the SDSCA-MS score improved, but was not statistically significant. The change in diastolic blood pressure was statistically significant (P = 0.034), but the changes in HbA1c, systolic blood pressure, presence of depressive symptoms, and ADDQoL-19 were not statistically significant. The SF-12 physical component summary (PCS) and mental component summary (MCS) scores were statistically significant: PCS, P = 0.003, and MCS, P = 0.025. CONCLUSION: The findings from this pilot study support the effectiveness of a pharmacist-delivered, semistructured MI-based intervention for medication adherence in persons with diabetes in a hospital-based WWP. Pharmacists can support patients' behavior change using MI communication skills to explore salient barriers to medication adherence and to facilitate goal setting to overcome these in encounters aimed at shared clinical and behavioral decision-making.

Assessing barriers and increasing use of immunization information systems in independent community pharmacies: Study protocol for a randomized controlled trial.

BACKGROUND: As the number of providers administering vaccines increases, including pharmacists, there is a concern of fragmented immunization records in state and regional immunization information systems (IIS). In order for IIS to have complete records, it is critical that each provider administering vaccines, including pharmacists, participate and update the IIS each time a vaccine is administered to a patient. In Alabama, provider participation in the state IIS is not mandatory; as a result, less than 25% of adults over the age of 19 have immunization data recorded. IIS participation among independent pharmacies is of particular concern as approximately 40% of Alabama pharmacies are independently owned, but only 27% of these are enrolled in the IIS. OBJECTIVE: The objective of this report is to describe a study protocol to assess the impact of an IIS training program among community pharmacies' IIS enrollment and actual participation rates. METHODS: The research design is a randomized controlled trial. Study participants are Alabama pharmacists who work in independently owned pharmacies that currently provide at least one type of non-seasonal vaccine and are not currently enrolled in the Alabama IIS. Multiple outcomes including awareness, knowledge, attitudes, intention, IIS enrollment, and IIS participation will be compared between intervention and control groups across three time points (baseline, one-month, and three-months). Individual and organizational factors will be measured to identify any possible associations with outcomes. IMPLICATIONS: The expected outcome is to create an effective training program that is scalable and ready for dissemination. If successful, this training program can be replicated and used to significantly impact the completeness and accuracy of IIS across the U.S., providing the potential for IIS to be used consistently in assessing immunization status and recommending additional vaccines in the pharmacy setting, thereby improving vaccination coverage and making the provision of immunizations safe and efficient.

Developing a Theoretical Framework for Evaluating the Quality of mHealth Apps for Adolescent Users: A Systematic Review.

OBJECTIVE: To assess adolescents' preferred mobile app features and to propose a framework for evaluating health-related mobile apps for adolescents. METHODS: PubMed, CINAHL, PsycINFO, ERIC, HealthIT.gov, and ClinicalTrials.gov were systematically searched in August 2017. Studies pertaining to app development, feasibility, or usability that reported preferred app features and rating criteria on mHealth (mobile health) apps intended for adolescents were included. Quality assessment was performed using the Mixed Methods Appraisal Tool. Qualitative synthesis was performed to develop themes reflecting best practices for evaluating the quality of mHealth apps for adolescents. Using a grounded theory approach, we constructed a theoretical framework of rating criteria that can be used to inform development of an evaluation tool for mHealth apps targeted to adolescents. RESULTS: Thirteen articles were included. Most commonly preferred features include ability to track test results or self-management progress, connect to social media, and gain points or prizes through app gamification. Common rating criteria include degree of app customizability, ease of use, visual appeal, and interactivity. Five emerging dimensions were used in the theoretical framework: Technical Quality; Engagement; Support System; Autonomy; and Safety, Privacy, and Trust. CONCLUSIONS: We found that adolescents prefer mHealth apps that are customizable, offer peer support through social media, sustain engagement via gamification, and support the ability to visualize health trends via simplified graphs. Findings may help in the development of mHealth apps that are preferred by adolescents, as well as the development of a quality evaluation tool for mHealth apps targeted to this population.