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Marrs JC, Orlando ST, Saseen JJ, Novins-Montague S, Sandy LC, Waughtal J, Glorioso TJ, Ho PM. Description of patient questions received by clinical pharmacists in the Nudge Study. Am J Health Syst Pharm 2023; 80:1247-1254. [PMID: 37353220 PMCID: PMC10845234 DOI: 10.1093/ajhp/zxad139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Indexed: 06/25/2023] Open
Abstract
PURPOSE The Nudge Study is a patient level-randomized trial testing different text message medication refill reminders sent to patients assigned to 4 arms: (1) usual care, (2) generic text, (3) optimized text, and (4) optimized text plus chatbot. This report describes the frequency and types of patient questions sent to clinical pharmacists (CPs) following text reminders. METHODS Patients were enrolled from Denver Health and Hospital Authority (DHHA) and Veterans Affairs Eastern Colorado Health Care System (VA ECHCS) from October 1, 2019, through May 30, 2021. Included patients responded to at least 1 text or interactive voice response (IVR) message. Patients were dichotomized as those who posed at least 1 question to a CP and those who posed no questions. RESULTS Of the 6,325 patients enrolled in an intervention arm, 3,323 (52.5%) responded to at least 1 text or IVR message, and among those responding, 305 (9.2%) responded with a pharmacist question. Patient factors associated with submitting a CP question included age (45-74 years), enrollment from DHHA, and receipt of the optimized text or optimized text plus chatbot message versus the generic text. Questions to CP were in the following categories: medication related (48.2%), refill logistics (38.4%), cost (9.2%), and other (17.7%). CONCLUSION In a text messaging intervention focused on medication refills, there were few questions directed to the CP. Patients assigned to receive optimized texts were more likely to have questions. We hypothesize that this may suggest greater patient engagement regarding their condition, resulting in more questions.
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Affiliation(s)
- Joel C Marrs
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center, Nashville, TN, and Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO, USA
| | - Steven T Orlando
- Veteran Affairs Eastern Colorado Health Care System, Aurora, CO, USA
| | - Joseph J Saseen
- Department of Clinical Pharmacy, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado, Aurora, CO, and Department of Family Medicine, University of Colorado School of Medicine, Aurora, CO, USA
| | - Sylvie Novins-Montague
- ACCORDS (Adult and Child Consortium for Health Outcomes Research and Delivery Science), Aurora, CO, USA
| | - Lisa Caputo Sandy
- Division of General Internal Medicine, University of Colorado School of Medicine, Aurora, CO, USA
| | - Joy Waughtal
- mHealth Impact Laboratory, Colorado School of Public Health, Aurora, CO, USA
| | | | - P Michael Ho
- Veteran Affairs Eastern Colorado Health Care System, Aurora, CO, and Department of Medicine, University of Colorado School of Medicine, Aurora, CO, USA
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Gill AS, Shipman P, Beswick DM, Howe H, Alt JA. Assessing Stakeholder Engagement for Outcomes-Based Research Among Patients With Chronic Rhinosinusitis and Asthma: A Survey-Based Investigation. Ann Otol Rhinol Laryngol 2022:34894221129329. [PMID: 36226327 DOI: 10.1177/00034894221129329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Despite significant morbidity, there remains a critical need for prospective analyses to investigate the impact of comorbid chronic rhinosinusitis (CRS) with asthma (CRSwA) on patient centered outcomes. The objective of this study was to ascertain critical stakeholder feedback from patients that could inform future study design based on patient preferences, in an effort to optimize patient enrollment. METHODS A prospective, descriptive study was performed in order to determine the importance of various factors on CRSwA treatment among critical stakeholders. A Likert-scale survey highlighting various aspects of treatment of CRSwA and elucidating patient enthusiasm for clinical enrollment was constructed and prospectively administered to patients with CRSwA. A univariate analysis was instituted to understand the significance of the different trial design preferences. RESULTS Survey responses were collected from a total of 17 patients with CRSwA. With Likert scores >4/5, responses indicated significant stakeholder interest in research focused on understanding symptom triggers, including the impact of air quality and allergens. Importantly, the highest mean scores noted were for studies focused on improving (1) overall quality of life (4.8/5) and (2) lung function (4.8/5). Patients appeared least interested in participation in a randomized trial, whereas the greatest support was communicated for a purely observational trial (P = .08). CONCLUSION Patients with CRSwA demonstrate enthusiasm for participation in research that focuses on improving patient centered outcomes-specifically quality of life and lung function. Stakeholder feedback also indicates a preference for observational study design over randomized control trials.
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Affiliation(s)
- Amarbir S Gill
- Department of Otolaryngology - Head and Neck Surgery, University of Utah, Salt Lake City, UT, USA
| | - Paige Shipman
- Department of Otolaryngology - Head and Neck Surgery, University of Utah, Salt Lake City, UT, USA
| | - Daniel M Beswick
- Department of Otolaryngology - Head and Neck Surgery, University of California, Los Angeles, Los Angeles, CA, USA
| | - Heather Howe
- Department of Pulmonology/Critical Care Medicine, University of Utah, Salt Lake City, UT, USA
| | - Jeremiah A Alt
- Department of Otolaryngology - Head and Neck Surgery, University of Utah, Salt Lake City, UT, USA
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Sandy LC, Glorioso TJ, Weinfurt K, Sugarman J, Peterson PN, Glasgow RE, Ho PM. Leave me out: Patients' characteristics and reasons for opting out of a pragmatic clinical trial involving medication adherence. Medicine (Baltimore) 2021; 100:e28136. [PMID: 34941059 PMCID: PMC8702195 DOI: 10.1097/md.0000000000028136] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Accepted: 11/16/2021] [Indexed: 01/05/2023] Open
Abstract
Opt-out procedures are sometimes used instead of standard consent practices to enable patients to exercise their autonomous preferences regarding research participation while reducing patient and researcher burden. However, little is known about the characteristics of patients who opt-out of research and their reasons for doing so. We gathered such information in a large pragmatic clinical trial (PCT) evaluating the effect of theory informed text messages on medication adherence.Eligible patients, identified through electronic health records, were sent information about the study and provided with an opportunity to opt-out. Those opting out were asked to complete a voluntary survey regarding their reasons for doing so. Demographic data were compared among patients opting-out vs those included in the study using chi-squared tests and a log binomial regression model.Of 9046 patients receiving study packets, 906 (10.0%) patients returned opt-out forms. Of those, 451 (49.8%) returned the opt-out survey. Patients who opted out were more likely to be older, white, and nonHispanic than those who were included in the PCT. Survey respondents expressed high levels of trust in their health care providers, research, and system. Nearly half (46.6%) reported concerns about time as a reason to opt-out.In this PCT, 10% of patients receiving packets opted out, with significant differences in age, race, gender, and ethnicity compared to those included. Future trials should further investigate representativeness and reasons patients choose to opt-out of participating in research.
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Affiliation(s)
- Lisa Caputo Sandy
- General Internal Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO
- University of Colorado University of Colorado Anschutz Medical Campus, 13199 E Montview Blvd, Suite 300 Aurora, CO
| | | | - Kevin Weinfurt
- Department of Population and Health Sciences, Duke University, Durham, NC
| | - Jeremy Sugarman
- Berman Institute of Bioethics, Johns Hopkins University, Baltimore, MD
| | - Pamela N. Peterson
- Department of Internal Medicine, Denver Health and Hospital Authority, Denver, CO
- School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Russell E. Glasgow
- Department of Family Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO
- Adult and Child Consortium for Health Outcomes Research and Delivery Science, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - P. Michael Ho
- VA Eastern Colorado Health Care System, Aurora, CO
- School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO
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Cho J, Spence MM, Niu F, Hui RL, Gray P, Steinberg S. Risk of Overdose with Exposure to Prescription Opioids, Benzodiazepines, and Non-benzodiazepine Sedative-Hypnotics in Adults: a Retrospective Cohort Study. J Gen Intern Med 2020; 35:696-703. [PMID: 31919729 PMCID: PMC7080944 DOI: 10.1007/s11606-019-05545-y] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2019] [Revised: 08/02/2019] [Accepted: 10/10/2019] [Indexed: 11/29/2022]
Abstract
BACKGROUND Concurrent use of benzodiazepines in opioid users has been linked to a higher risk of an emergency room visit or inpatient admission for opioid overdose and death from drug overdose. Further research is needed to confirm the findings and analyze contributing risk factors for opioid overdoses in a large commercially insured population. OBJECTIVES To estimate the risk of opioid overdose associated with opioid users exposed to various combinations of opioid, benzodiazepine, and non-benzodiazepine sedative-hypnotic therapy. To identify other factors that are associated with increased risk for opioid overdose. DESIGN Retrospective cohort study. PATIENTS New start adult users of opioids, defined as naïve to opioids for 6 months, in Kaiser Permanente California regions from January 2013 through September 2017. MAIN MEASURES Inpatient or emergency department admissions due to opioid-related overdose. KEY RESULTS A total of 2,241,530 patients were included in this study. Patients exposed to opioids, benzodiazepines, and non-benzodiazepine sedative-hypnotics at any point during their follow-up were 60% more likely to overdose than those who were only exposed to opioids (p < 0.0001). Those exposed to opioids and benzodiazepines were 20% more likely to have an opioid-related overdose than those exposed to opioids only (p < 0.0001). Significant risk factors for opioid overdose included exposure to all three medication classes, higher opioid dosage strengths, elderly age (age ≥ 65 years), history of previous overdose, and substance use disorder. CONCLUSIONS Results from this study demonstrate a significant increase in risk of opioid overdose in patients exposed to combinations of sedative-hypnotics with opioids compared to those only taking opioids. Findings from this study provide evidence that opioids should be avoided in combination with benzodiazepines and non-benzodiazepine sedative-hypnotics, used at the lowest dose possible, and used with caution in the elderly, those with previous history of overdose, and those with substance use disorder at baseline.
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Affiliation(s)
- Joanne Cho
- Pharmacy Services , Kaiser Permanente, Bakersfield, CA, USA.
| | - Michele M Spence
- Pharmacy Outcomes Research Group, Kaiser Permanente, Downey, CA, USA
| | - Fang Niu
- Pharmacy Outcomes Research Group, Kaiser Permanente, Downey, CA, USA
| | - Rita L Hui
- Pharmacy Outcomes Research Group, Kaiser Permanente, Downey, CA, USA.,Pharmacy Outcomes Research Group, Kaiser Permanente, Oakland, CA, USA
| | - Patricia Gray
- Pharmacy Services, Kaiser Permanente, Riverside, CA, USA
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Sprague Martinez L, Carolan K, O'Donnell A, Diaz Y, Freeman ER. Community engagement in patient-centered outcomes research: Benefits, barriers, and measurement. J Clin Transl Sci 2018; 2:371-6. [PMID: 31404157 DOI: 10.1017/cts.2018.341] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Introduction: This study employed the Delphi method, an exploratory method used for group consensus building, to determine the benefits and challenges associated with community engagement in patient-centered outcomes research. Methods: A series of email surveys were sent to the Patient-Centered Outcomes Research Institute (PCORI)-funded researchers (n = 103) in New England. Consensus was achieved through gathering themes and engaging participants in ranking their level of agreement over three rounds. In round one, participant responses were coded thematically and then tallied. In round two participants were asked to state their level of agreement with each of the themes using a Likert scale. Finally, in round three, the group was asked to rank the round two themes based on potential impact. Results: Results suggested the greatest benefit of community engagement is that it brings multiple perspectives to the table, with 92% ranking it as the first or second most important contribution. Time was ranked as the most significant barrier to engaging community. Strategies to overcome barriers to community engagement include engaging key stakeholders early in the research, being kind and respectful and spending time with stakeholders. The most significant finding was that no researchers reported having specific measures to evaluate community engagement. Conclusion: Community engagement can enhance both research relevance and methodology when researchers are engaged in meaningful collaborations. Advancing the science of community engagement will require the development of evaluation metrics to examine the multiple domains of partnership.
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Stalling P, Engelbertz C, Lüders F, Meyborg M, Gebauer K, Waltenberger J, Reinecke H, Freisinger E. Unmet medical needs in intermittent Claudication with diabetes and coronary artery disease-A "real-world" analysis on 21 197 PAD patients. Clin Cardiol 2019; 42:629-636. [PMID: 31017298 PMCID: PMC6553564 DOI: 10.1002/clc.23186] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2019] [Revised: 04/17/2019] [Accepted: 04/23/2019] [Indexed: 01/24/2023] Open
Abstract
BACKGROUND Peripheral artery disease (PAD) is frequently co-prevalent with coronary artery disease (CAD) and diabetes (DM). The study aims to define the burden of CAD and/ or DM in PAD patients at moderate stages and further to evaluate its impact on therapy and outcome. METHODS Study is based on health insurance claims data of the BARMER reflecting an unselected "real-world" scenario. Retrospective analyses were based on 21 197 patients hospitalized for PAD Rutherford 1-3 between 1 January 2009 to 31 December 2011, including a 4-year follow-up (median 775 days). RESULTS In PAD patients, CAD is prevalent in 25.3% (n = 5355), DM in 23.5% (n = 4976), and both CAD and DM in 8.2% (n = 1741). Overall, in-hospital mortality was 0.4%, being increased if CAD was present (CAD alone: OR 1.849; 95%-CI 1.066-3.208; DM alone: OR 1.028; 95%-CI 0.520-2.033; CAD and DM: OR 3.115; 95%-CI 1.720-5.641). Both, CAD and DM increased long-term mortality (CAD alone: HR 1.234; 95%-CI 1.106-1.376; DM alone: HR 1.260; 95%-CI 1.125-1.412; CAD and DM: HR 1.76; 95%-CI 1.552-1.995). DM further increased long-term amputation risk (DM alone: HR 2.238; 95%-CI 1.849-2.710; DM and CAD: HR 2.199; 95%-CI 1.732-2.792), whereas CAD (alone) did not. CONCLUSIONS In a greater perspective, the data identify also mild to modest stage PAD patients at particular risk for adverse outcomes in presence of CAD and/or DM. CAD and DM both are related with a highly increased risk of long-term mortality even in intermittent claudication, and DM independently increased amputation risk.
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Affiliation(s)
- Philipp Stalling
- Department of Cardiology I, Coronary and Peripheral Vascular Disease, Heart Failure, University Hospital Muenster, Muenster, Germany
| | - Christiane Engelbertz
- Division of Vascular Medicine, Department of Cardiology I - Coronary and Peripheral Vascular Disease, Heart Failure Medicine, University Hospital Muenster, Muenster, Germany
| | | | - Matthias Meyborg
- Division of Vascular Medicine, Department of Cardiology I - Coronary and Peripheral Vascular Disease, Heart Failure Medicine, University Hospital Muenster, Muenster, Germany
| | - Katrin Gebauer
- Division of Vascular Medicine, Department of Cardiology I - Coronary and Peripheral Vascular Disease, Heart Failure Medicine, University Hospital Muenster, Muenster, Germany
| | - Johannes Waltenberger
- Department of Cardiology I, Coronary and Peripheral Vascular Disease, Heart Failure, University Hospital Muenster, Muenster, Germany
| | - Holger Reinecke
- Department of Cardiology I, Coronary and Peripheral Vascular Disease, Heart Failure, University Hospital Muenster, Muenster, Germany.,Division of Vascular Medicine, Department of Cardiology I - Coronary and Peripheral Vascular Disease, Heart Failure Medicine, University Hospital Muenster, Muenster, Germany
| | - Eva Freisinger
- Division of Vascular Medicine, Department of Cardiology I - Coronary and Peripheral Vascular Disease, Heart Failure Medicine, University Hospital Muenster, Muenster, Germany
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Powell MP, Young AJ, Kim H. A Journey in Capacity Building: Revisiting the Mullins Framework for Meaningfully Engaging Patients in Patient Centered Outcomes Research. Front Public Health 2018; 6:343. [PMID: 30560113 PMCID: PMC6287031 DOI: 10.3389/fpubh.2018.00343] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Accepted: 11/05/2018] [Indexed: 11/13/2022] Open
Abstract
This paper reviews the implementation of the UNITE for Better Health Outcomes Eugene Washington PCORI Engagement Award project using Mullins and colleagues' Framework for Meaningfully Engaging Patients in Patient Centered Outcomes Research (PCOR) and the advantages and disadvantages of this framework. We combine Mullins' framework with the ten themes for guiding future studies in PCOR also developed by Mullins' research group. We interviewed patient stakeholders at the end of the engagement award and include patient stakeholder perspectives of how well we performed each of these steps. Despite some breakdowns in trust, which were eventually repaired, we successfully identified patient and family stakeholders; built partnerships with patients, researchers, providers, and community groups; explained the purpose of our project and the importance of PCOR; developed training materials for patients and providers; and updated our key constituents throughout the process. Overall, we believe combining Mullins' framework with the ten themes provides a solid roadmap for implementing a PCORI engagement award. Our main challenge was recruiting and keeping hard-to-reach patients and caregivers involved in the project. We believe this was due to our limitations more so than the framework. Based on the lessons we learned, we provide concrete recommendations for others who want to engage hard-to-reach patients using the Mullins framework.
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Affiliation(s)
- M Paige Powell
- Division of Health Systems Management and Policy, University of Memphis School of Public Health, Memphis, TN, United States
| | - Amanda J Young
- Department of Communication and Film, College of Communication and Fine Arts, Affiliate Faculty, School of Public Health, University of Memphis, Memphis, TN, United States
| | - Hyunmin Kim
- Division of Health Systems Management and Policy, University of Memphis School of Public Health, Memphis, TN, United States
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Abstract
Background When a hospitalized older patient falls or develops delirium, there are significant consequences for the patient and the health care system. Assessments of inattention and altered consciousness, markers for delirium, were analyzed to determine if they were also associated with falls. Methods This retrospective case-control study from a regional tertiary Veterans Affairs referral center identified falls and delirium risk factors from quality databases from 2010 to 2012. Older fallers with complete delirium risk assessments prior to falling were identified. As a control, non-fallers were matched at a 3:1 ratio. Admission risk factors that were compared in fallers and non-fallers included altered consciousness, cognitive performance, attention, sensory deficits, and dehydration. Odds ratio (OR) was reported (95% confidence interval [CI]). Results After identifying 67 fallers, the control population (n=201) was matched on age (74.4±9.8 years) and ward (83.6% medical; 16.4% intensive care unit). Inattention as assessed by the Months of the Year Backward test was more common in fallers (67.2% versus 50.8%, OR=2.0; 95% CI: 1.1–3.7). Fallers tended to have altered consciousness prior to falling (28.4% versus 12.4%, OR=2.8; 95% CI: 1.3–5.8). Conclusion In this case-control study, alterations in consciousness and inattention, assessed prior to falling, were more common in patients who fell. Brief assessments of consciousness and attention should be considered for inclusion in fall prediction.
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Affiliation(s)
- Kelly Doherty
- Geriatric Research, Education, and Clinical Center, VA Boston Healthcare System, Boston, MA, USA
| | - Elizabeth Archambault
- Geriatric Research, Education, and Clinical Center, VA Boston Healthcare System, Boston, MA, USA
| | - Brittany Kelly
- Geriatric Research, Education, and Clinical Center, VA Boston Healthcare System, Boston, MA, USA ; School of Nursing, Science & Health Professions, Regis College, Boston, MA, USA
| | - James L Rudolph
- Geriatric Research, Education, and Clinical Center, VA Boston Healthcare System, Boston, MA, USA ; Division of Aging, Brigham and Women's Hospital, Boston, MA, USA ; Harvard Medical School, Boston, MA, USA
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