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Browsing by Author "Jaynes, Heather A."
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Item A user-centered evaluation of medication therapy management alerts for community pharmacists: Recommendations to improve usability and usefulness(Elsevier, 2021) Snyder, Margie E.; Adeoye-Olatunde, Omolola A.; Gernant, Stephanie A.; DiIulio, Julie; Jaynes, Heather A.; Doucette, William R.; Russ-Jara, Alissa L.; Medicine, School of MedicineBackground: Community pharmacists provide comprehensive medication reviews (CMRs) through pharmacy contracts with medication therapy management (MTM) vendors. These CMRs are documented in the vendors' web-based MTM software platforms, which often integrate alerts to assist pharmacists in the detection of medication therapy problems. Understanding pharmacists' experiences with MTM alerts is critical to optimizing alert design for patient care. Objectives: The objectives of this study were to 1) assess the usability and usefulness of MTM alerts for MTM vendor-contracted community pharmacists and 2) generate recommendations for improving MTM alerts for use by community pharmacists. Methods: This was a convergent, parallel mixed-methods evaluation of data collected from 3 sources, with individual pharmacists contributing data to one or more sources: 1) community pharmacists' submissions of observational data about MTM alerts encountered during routine MTM provision, 2) videos of naturalistic usability testing of MTM alerts, and 3) semi-structured interviews to elicit pharmacists' perspectives on MTM alert usefulness and usability. MTM alert data submitted by pharmacists were summarized with descriptive statistics. Usability testing videos were analyzed to determine pharmacists' time spent on MTM alerts and to identify negative usability incidents. Interview transcripts were analyzed using a hybrid approach of deductive and inductive codes to identify emergent themes. Triangulation of data (i.e., determination of convergence/divergence in findings across all data sources) occurred through investigator discussion and identified overarching findings pertaining to key MTM alert challenges. These resulted in actionable recommendations to improve MTM alerts for use by community pharmacists. Results: Collectively, two and four overarching key challenges pertaining to MTM alert usability and usefulness, respectively, were identified, resulting in 15 actionable recommendations for improving the design of MTM alerts from a user-centered perspective. Conclusions: Recommendations are expected to inform enhanced MTM alert designs that can improve pharmacist efficiency, patient and prescriber satisfaction with MTM, and patient outcomes.Item Arrhythmias in Patients With Heart Failure Prescribed Dofetilide or Sotalol(Elsevier, 2024-11-07) Huang, Chien-Yu; Overholser, Brian R.; Sowinski, Kevin M.; Jaynes, Heather A.; Kovacs, Richard J.; Tisdale, James E.; Medicine, School of MedicineBackground: Heart failure (HF) with reduced ejection fraction (HFrEF) is a risk factor for drug-induced arrhythmias. It is unknown whether HF with preserved ejection fraction (HFpEF) also increases the risk. Objectives: The purpose of this study was to determine if the risk of ventricular tachycardia (VT) and sudden cardiac arrest (SCA) is increased in patients with HFpEF prescribed dofetilide or sotalol. Methods: Using Medicare claims and pharmacy benefits from 2014 to 2016, we identified patients taking dofetilide or sotalol and non-dofetilide/sotalol users among 3 groups: HFrEF (n = 26,176), HFpEF (n = 33,304), and no HF (n = 580,249). Multinomial propensity score matching was performed. We compared baseline characteristics using Cochran-Mantel-Haenszel statistics and standardized differences, and tested associations of VT and SCA among dofetilide/sotalol users and those with HFpEF, HFrEF, or no HF using a generalized Cox proportional hazards model. Results: VT and SCA occurred 166 (10.68%) and 16 (1.03%) of 1,554 dofetilide/sotalol users with HFpEF, 543 (38.76%) and 40 (2.86%) of 1,401 dofetilide/sotalol users with HFrEF, and 245 (5.06%) and 13 (0.27%) of 4,839 dofetilide/sotalol users without HF. Overall VT risk was increased in HFrEF and HFpEF patients (HR: 7.00 [95% CI: 6.10-8.02] and 1.99 [95% CI: 1.70-2.32], respectively). The risk of VT in patients prescribed dofetilide/sotalol was increased in HFrEF and HFpEF patients (1.53 [95% CI: 1.07-2.20] and 2.34 [95% CI: 1.11-4.95], respectively). While the overall SCA risk was increased in HFrEF and HFpEF patients (5.19 [95% CI: 4.10-6.57] and 2.53 [95% CI: 1.98-3.23], respectively), dofetilide/sotalol use was not associated with an increased SCA risk. Conclusions: In patients with HF who are prescribed dofetilide or sotalol, the risk of VT, but not SCA, was increased.Item Characterization of Actions Taken During the Delivery of Medication Therapy Management: A Time-and-Motion Approach(Elsevier, 2018-01) Chang, Alice C.; Lincoln, Jutieh; Lantaff, Wendy M.; Gernant, Stephanie A.; Jaynes, Heather A.; Doucette, William; Snyder, Margie E.; Communication Studies, School of Liberal ArtsOBJECTIVES: To characterize actions performed by pharmacists and support staff during provision of medication therapy management (MTM) and to compare actions performed according to practice characteristics. METHODS: A purposeful sample of 7 MTM practices (2 call centers and 5 community practices) was identified and visited by investigators. Pharmacists and support staff were observed during their routine provision of MTM. Investigators characterized "major" (e.g., preparation for a comprehensive medication review) and "minor" (i.e., specific steps in overarching major action) actions with the use of a time-and-motion approach. RESULTS: A total of 32 major and 469 minor actions were observed. Practices were characterized as Later Maturity Level or Early Maturity Level on the basis of their self-reported MTM appointment volume, self-assessment of the extent of integration of chronic care model principles, and payer mix. Later Maturity Level practices were more likely to deliver follow-up medication therapy reviews and comprehensive medication reviews (CMRs) as opposed to targeted medication reviews (TMRs) and to receive physician referrals for MTM. Later Maturity Level practices were also more likely to use paid interns than pharmacy rotation students. CMR activities observed at Later Maturity Level practices lasted a median of 30.8 minutes versus 20.3 minutes for CMR activities at Early Maturity Level practices. Similarly, TMR activities observed at Later Maturity Level practices were longer: a median of 31.0 minutes versus 12.3 minutes. At Later Maturity Level practices, pharmacists spent a greater proportion of time providing patient education, while support staff spent a greater proportion of time on tasks such as capturing demographics and introducing or explaining MTM. CONCLUSION: MTM activities were longer at Later Maturity Level practices, and these practices were more likely to use paid pharmacy interns and to receive physician referrals for MTM. This work provides a foundation for future research.Item Distressed family caregivers of lung cancer patients: an examination of psychosocial and practical challenges(Springer, 2013-02) Mosher, Catherine E.; Jaynes, Heather A.; Hanna, Nasser; Ostroff, Jamie S.Purpose: Lung cancer and its treatment impose many demands on family caregivers, which may increase their risk for distress. However, little research has documented aspects of the caregiving experience that are especially challenging for distressed caregivers of lung cancer patients. This study aimed to explore caregivers' key challenges in coping with their family member's lung cancer. Methods: Single, semi-structured qualitative interviews were conducted with 21 distressed family caregivers of lung cancer patients. Results: Caregivers described three key challenges in coping with their family member's lung cancer. The most common challenge, identified by 38 % of caregivers, was a profound sense of uncertainty regarding the future as they attempted to understand the patient's prognosis and potential for functional decline. Another key challenge, identified by 33 % of caregivers, involved time-consuming efforts to manage the patient's emotional reactions to the illness. Other caregivers (14 %) characterized practical tasks, such as coordinating the patient's medical care, as their greatest challenge. Conclusions: Results suggest that clinical efforts are needed to assist distressed caregivers in providing practical and emotional support to the patient and attending to their own emotional needs.Item Efavirenz inhibits the human ether-a-go-go related current (hERG) and induces QT interval prolongation in CYP2B6*6*6 allele carriers(Wiley, 2016-10) Abdelhady, Ahmed M.; Shugg, Tyler; Thong, Nancy; Li Lu, Jessica Bo; Kreutz, Yvonne; Jaynes, Heather A.; Robarge, Jason D.; Tisdale, James E.; Desta, Zeruesenay; Overholser, Brian R.; Pharmacology and Toxicology, School of MedicineBackground Efavirenz (EFV) has been associated with torsade de pointes despite marginal QT interval lengthening. Since EFV is metabolized by the cytochrome P450 (CYP) 2B6 enzyme, we hypothesized that EFV would lengthen the rate-corrected QT (QTcF) interval in carriers of the CYP2B6*6 decreased functional allele. Objective The primary objective of this study was to evaluate EFV-associated QT interval changes with regard to CYP2B6 genotype and to explore mechanisms of QT interval lengthening. Methods EFV was administered to healthy volunteers (n=57) as a single 600 mg dose followed by multiple doses to steady-state. Subjects were genotyped for known CYP2B6 alleles and ECGs and EFV plasma concentrations were obtained serially. Whole-cell, voltage-clamp experiments were performed on cells stably expressing hERG and exposed to EFV in the presence and absence of CYP2B6 expression. Results EFV demonstrated a gene-dose effect and exceeded the FDA criteria for QTcF interval prolongation in CYP2B6*6/*6 carriers. The largest mean time-matched differences ΔΔQTcF were observed at 6 hrs (14 ms; 95% CI [1; 27]), 12 hrs (18 ms; 95% CI [−4; 40] and 18 hrs (6 ms; 95% CI [−1; 14]) in the CYP2B6*6/*6 genotype. EFV concentrations exceeding 0.4 µg/mL significantly inhibited outward hERG tail currents (P<0.05). Conclusions This study demonstrates that homozygous carriers of CYP2B6*6 allele may be at increased risk for EFV-induced QTcF interval prolongation via inhibition of hERG.Item Effect of Transdermal Testosterone and Oral Progesterone on Drug-Induced QT Interval Lengthening in Older Men(American Heart Association, 2019-09-23) Muensterman, Elena Tomaselli; Jaynes, Heather A.; Sowinski, Kevin M.; Overholser, Brian R.; Shen, Changyu; Kovacs, Richard J.; Tisdale, James E.; Medicine, School of MedicineItem Effectiveness of a clinical decision support system for reducing the risk of QT interval prolongation in hospitalized patients(Ovid Technologies Wolters Kluwer - American Heart Association, 2014-05) Tisdale, James E.; Jaynes, Heather A.; Kingery, Joanna R.; Overholser, Brian R.; Mourad, Noha A.; Trujillo, Tate N.; Kovacs, Richard J.; Department of Medicine, IU School of MedicineBACKGROUND: We evaluated the effectiveness of a computer clinical decision support system (CDSS) for reducing the risk of QT interval prolongation in hospitalized patients. METHODS AND RESULTS: We evaluated 2400 patients admitted to cardiac care units at an urban academic medical center. A CDSS incorporating a validated risk score for QTc prolongation was developed and implemented using information extracted from patients' electronic medical records. When a drug associated with torsades de pointes was prescribed to a patient at moderate or high risk for QTc interval prolongation, a computer alert appeared on the screen to the pharmacist entering the order, who could then consult the prescriber on alternative therapies and implement more intensive monitoring. QTc interval prolongation was defined as QTc interval >500 ms or increase in QTc of ≥60 ms from baseline; for patients who presented with QTc >500 ms, QTc prolongation was defined solely as increase in QTc ≥60 ms from baseline. End points were assessed before (n=1200) and after (n=1200) implementation of the CDSS. CDSS implementation was independently associated with a reduced risk of QTc prolongation (adjusted odds ratio, 0.65; 95% confidence interval, 0.56-0.89; P<0.0001). Furthermore, CDSS implementation reduced the prescribing of noncardiac medications known to cause torsades de pointes, including fluoroquinolones and intravenous haloperidol (adjusted odds ratio, 0.79; 95% confidence interval, 0.63-0.91; P=0.03). CONCLUSIONS: A computer CDSS incorporating a validated risk score for QTc prolongation influences the prescribing of QT-prolonging drugs and reduces the risk of QTc interval prolongation in hospitalized patients with torsades de pointes risk factors.Item Enhanced Response to Drug-Induced QT Interval Lengthening in Patients with Heart Failure with Preserved Ejection Fraction(Elsevier, 2020-09) Tisdale, James E.; Jaynes, Heather A.; Overholser, Brian R.; Sowinski, Kevin M.; Fisch, Mark D.; Rodgers, Jo E.; Aldemerdash, Ahmed; Hsu, Chia-Chi; Wang, Nan; Tomaselli Muensterman, Elena; Rao, Vijay U.; Kovacs, Richard J.; Medicine, School of MedicineBackground: Patients with heart failure (HF) with reduced ejection fraction demonstrate enhanced response to drug-induced QT interval lengthening and are at increased risk for torsades de pointes. The influence of HF with preserved ejection fraction (HFpEF) on response to drug-induced QT lengthening is unknown. Methods and results: We administered intravenous ibutilide 0.003 mg/kg to 10 patients with HFpEF and 10 age- and sex-matched control subjects without HF. Serial 12-lead electrocardiograms were obtained for determination of QT intervals. Demographics, maximum serum ibutilide concentrations, area under the serum ibutilide concentration vs time curves, and baseline Fridericia-corrected QT (QTF) (417 ± 14 vs 413 ± 15 ms, P = .54) were similar in the HFpEF and control groups. Area under the effect (QTFvs time) curve (AUEC) from 0 to 1.17 hours during and following the ibutilide infusion was greater in the HFpEF group (519 ± 19 vs 497 ± 18 ms·h, P= .04), as was AUEC from 0 to 8.17 hours (3576 ± 125 vs 3428 ± 161 ms·h, P = .03) indicating greater QTF interval exposure. Maximum QTF (454 ± 15 vs 443 ± 22 ms, P = .18) and maximum percent increase in QTF from baseline (8.2 ± 2.1 vs 6.7 ± 1.9%, P = .10) in the 2 groups were not significantly different. Conclusions: HFpEF is associated with enhanced response to drug-induced QT interval lengthening.Item Evaluation of a “Meds-to-Beds” program on 30-day hospital readmissions(ACCP, 2020-05) Zillich, Alan J.; Jaynes, Heather A.; Davis, Hannah B.; Lantaff, Wendy M.; Myers, Jaclyn; Perkins, Susan M.; Shan, Mu; Snyder, Margie E.; Biostatistics, School of Public HealthBackground Effective programs for transitional care from hospital to home are needed to improve patient outcomes. Purpose To evaluate readmissions among patients who received a medication discharge program compared with control patients who did not receive the program. Methods This was a retrospective, observational cohort study during a 1-year period in a medium-sized Midwestern health system. The “meds-to-beds” program consisted of a pharmacist and/or technician delivering patient's medications to bedside prior to discharge. When indicated, the pharmacist provided medication counseling, reviewed discharge medications, and provided an updated medication list to patients. The intervention cohort was defined as all hospitalized patients eligible for and opting into the “meds-to-beds” program. The control cohort was defined as hospitalized patients eligible for the program who did not opt-in to receive it. Data were collected through both a retrospective chart review and an administrative claims data warehouse. The primary outcome was defined as any 30-day readmissions. Secondary outcomes were defined as any preventable 30-day readmissions using the Agency for Healthcare Research and Quality's potentially avoidable hospitalization for ambulatory care sensitive conditions classification. Multivariable logistic regression models examined the odds of 30-day readmissions between the intervention and control groups. Results Data were collected for 500 intervention and 1591 control patients. Both groups were similar with respect to age, gender, race, co-morbid conditions, and previous health care utilization. In the multivariable model, all-cause readmissions within 30 days were not significantly different between the intervention and control groups (odds ratio [OR] = 0.67; 95% confidence interval [CI]: 0.42-1.07, P = .09). The most common preventable readmissions were for pneumonia (43.2%), heart failure (18.9%), and dehydration (16.2%). In the multivariable model, patients in the intervention group were less likely to be readmitted for a preventable cause within 30-days than patients in the control group (OR = 0.49; 95% CI: 0.28-0.89, P = .02). Conclusion This “meds-to-beds” program was not associated with a significant reduction in 30-day all-cause readmissions but was associated with a reduction in 30-day preventable hospital readmissions.Item An Evaluation of the Spread and Scale of PatientToc™ from Primary Care to Community Pharmacy Practice for the Collection of Patient-Reported Outcomes: A Study Protocol(Elsevier, 2021) Snyder, Margie E.; Chewning, Betty; Kreling, David; Perkins, Susan M.; Knox, Lyndee M.; Adeoye-Olatunde, Omolola A.; Jaynes, Heather A.; Schommer, Jon C.; Murawski, Matthew M.; Sangasubana, Nisaratana; Hillman, Lisa A.; Curran, Geoffrey M.; Biostatistics and Health Data Science, School of MedicineBackground: Medication non-adherence is a problem of critical importance, affecting approximately 50% of all persons taking at least one regularly scheduled prescription medication and costing the United States more than $100 billion annually. Traditional data sources for identifying and resolving medication non-adherence in community pharmacies include prescription fill histories. However, medication possession does not necessarily mean patients are taking their medications as prescribed. Patient-reported outcomes (PROs), measuring adherence challenges pertaining to both remembering and intention to take medication, offer a rich data source for pharmacists and prescribers to use to resolve medication non-adherence. PatientToc™ is a PROs collection software developed to facilitate collection of PROs data from low-literacy and non-English speaking patients in Los Angeles. Objectives: This study will evaluate the spread and scale of PatientToc™ from primary care to community pharmacies for the collection and use of PROs data pertaining to medication adherence. Methods: The following implementation and evaluation steps will be conducted: 1) a pre-implementation developmental formative evaluation to determine community pharmacy workflow and current practices for identifying and resolving medication non-adherence, potential barriers and facilitators to PatientToc™ implementation, and to create a draft implementation toolkit, 2) two plan-do-study-act cycles to refine an implementation toolkit for spreading and scaling implementation of PatientToc™ in community pharmacies, and 3) a comprehensive, theory-driven evaluation of the quality of care, implementation, and patient health outcomes of spreading and scaling PatientToc™ to community pharmacies. Expected impact: This research will inform long-term collection and use of PROs data pertaining to medication adherence in community pharmacies.
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