scholarly journals Using electronic health records to characterize prescription patterns: focus on antidepressants in nonpsychiatric outpatient settings

JAMIA Open ◽  
2018 ◽  
Vol 1 (2) ◽  
pp. 233-245 ◽  
Author(s):  
Joseph J Deferio ◽  
Tomer T Levin ◽  
Judith Cukor ◽  
Samprit Banerjee ◽  
Rozan Abdulrahman ◽  
...  

Abstract Objective To characterize nonpsychiatric prescription patterns of antidepressants according to drug labels and evidence assessments (on-label, evidence-based, and off-label) using structured outpatient electronic health record (EHR) data. Methods A retrospective analysis was conducted using deidentified EHR data from an outpatient practice at a New York City-based academic medical center. Structured “medication–diagnosis” pairs for antidepressants from 35 325 patients between January 2010 and December 2015 were compared to the latest drug product labels and evidence assessments. Results Of 140 929 antidepressant prescriptions prescribed by primary care providers (PCPs) and nonpsychiatry specialists, 69% were characterized as “on-label/evidence-based uses.” Depression diagnoses were associated with 67 233 (48%) prescriptions in this study, while pain diagnoses were slightly less common (35%). Manual chart review of “off-label use” prescriptions revealed that on-label/evidence-based diagnoses of depression (39%), anxiety (25%), insomnia (13%), mood disorders (7%), and neuropathic pain (5%) were frequently cited as prescription indication despite lacking ICD-9/10 documentation. Conclusions The results indicate that antidepressants may be prescribed for off-label uses, by PCPs and nonpsychiatry specialists, less frequently than believed. This study also points to the fact that there are a number of off-label uses that are efficacious and widely accepted by expert clinical opinion but have not been included in drug compendia. Despite the fact that diagnosis codes in the outpatient setting are notoriously inaccurate, our approach demonstrates that the correct codes are often documented in a patient’s recent diagnosis history. Examining both structured and unstructured data will help to further validate findings. Routinely collected clinical data in EHRs can serve as an important resource for future studies in investigating prescribing behaviors in outpatient clinics.

2020 ◽  
Vol 4 (Supplement_1) ◽  
pp. 686-686
Author(s):  
Erin Emery-Tiburcio ◽  
Rani Snyder

Abstract As the Age-Friendly Health System initiative moves across the US and around the world, not only do health system staff require education about the 4Ms, but older adults, caregivers, and families need education. Engaging and empowering the community about the 4Ms can improve communication, clarify and improve adherence to treatment plans, and improve patient satisfaction. Many methods for engaging the community in age-friendly care are currently in development. Initiated by Health Resources and Services Administration (HRSA)-funded Geriatric Workforce Enhancement Programs (GWEPs), Community Catalyst is leading the co-design of Age-Friendly Health System materials with older adults and caregivers. Testing these materials across the country in diverse populations of older adults and caregivers will yield open-source documents for local adaptation. Rush University Medical Center is testing a method for identifying, engaging, educating, and providing health services for family caregivers of older adults. This unique program integrates with the Age-Friendly Health System efforts in addressing all 4Ms for caregivers. The Bronx Health Corps (BHC) was created by the New York University Hartford Institute of Geriatric Nursing to educate older adults in the community about health and health behaviors. BHC developed a method for engaging and educating older adults that is replicable in other communities. Baylor College of Medicine adapted and tested the Patient Priorities Care model to educate primary care providers about how to engage older adults in conversations about What Matters to them. Central to the Age-Friendly movement, John A. Hartford Foundation leadership will discuss the implications of this important work.


2021 ◽  
Vol 8 (Supplement_1) ◽  
pp. S523-S524
Author(s):  
Genevieve Allen ◽  
Jamie Riddell

Abstract Background HIV remains a problem for adolescents with 21% of new infections in the United States in 2018 occurring in youth. In this study we attempted to assess the knowledge of and comfort with pre-exposure prophylaxis and universal HIV testing among adolescent primary care providers affiliated with one academic medical center. Methods We conducted a survey of internal medicine/pediatrics, pediatrics, and family medicine residents and attending physicians affiliated with an academic medical center. Data collected included provider prescribing and referring habits for PrEP and information on their universal HIV testing habits. A “test your knowledge” section followed the survey which asked participants to name PrEP medications and to correctly select laboratory monitoring required for PrEP. Correct answers and prescribing resources were provided on completion of the survey. Results 138 (76%) respondents were aware that PrEP is approved for adolescents. There was no significant difference across specialties or between residents and attendings. 44.8% of respondents felt uncomfortable prescribing PrEP and two thirds had never prescribed PrEP. Reasons for not prescribing PrEP included: not seeing adolescents who qualify (n=80), not having enough training (66), confidentiality concerns (22), forgetting to address PrEP (19), and concern incidence of HIV is too low to recommend PrEP (15). Pediatricians were the least likely to test for HIV with 11% of pediatrician, 32% of internal medicine/pediatric, and 38% of family medicine respondents reported universal HIV testing for patients 15 years and older (p < 0.05). Residents were more likely to test for HIV than attendings (33.3% versus 16%, p < 0.05). 111 participants completed the “test your knowledge” section. 31.5% correctly named two approved PrEP medications. There were 183 responses to the survey (49% response rate). Conclusion Adolescent primary care providers are aware that PrEP is FDA approved for adolescents but a gap in PrEP prescribing and HIV testing persists. There remain perceptions that HIV incidence is too low to discuss PrEP and that providers are not seeing patients who qualify. Next steps include developing an institutional PrEP guideline and creating an electronic medical record order set to facilitate PrEP prescribing. Disclosures All Authors: No reported disclosures


2011 ◽  
Vol 02 (04) ◽  
pp. 395-405 ◽  
Author(s):  
L.G. Wilcox ◽  
S. Collins ◽  
S. Feiner ◽  
O. Mamykina ◽  
D.M. Stein ◽  
...  

SummaryObjective: To support collaboration and clinician-targeted decision support, electronic health records (EHRs) must contain accurate information about patients’ care providers. The objective of this study was to evaluate two approaches for care provider identification employed within a commercial EHR at a large academic medical center.Methods: We performed a retrospective review of EHR data for 121 patients in two cardiology wards during a four-week period. System audit logs of chart accesses were analyzed to identify the clinicians who were likely participating in the patients’ hospital care. The audit log data were compared with two functions in the EHR for documenting care team membership: 1) a vendor-supplied module called “Care Providers”, and 2) a custom “Designate Provider” order that was created primarily to improve accuracy of the attending physician of record documentation.Results: For patients with a 3–5 day hospital stay, an average of 30.8 clinicians accessed the electronic chart, including 10.2 nurses, 1.4 attending physicians, 2.3 residents, and 5.4 physician assistants. The Care Providers module identified 2.7 clinicians/patient (1.8 attending physicians and 0.9 nurses). The Designate Provider order identified 2.1 clinicians/patient (1.1 attending physicians, 0.2 resident physicians, and 0.8 physician assistants). Information about other members of patients’ care teams (social workers, dietitians, pharmacists, etc.) was absent.Conclusions: The two methods for specifying care team information failed to identify numerous individuals involved in patients’ care, suggesting that commercial EHRs may not provide adequate tools for care team designation. Improvements to EHR tools could foster greater collaboration among care teams and reduce communication-related risks to patient safety.


2016 ◽  
Vol 34 (7_suppl) ◽  
pp. 191-191
Author(s):  
Katie Marsh ◽  
Mikael Anne Greenwood-Hickman ◽  
Laura Jones ◽  
M. Patricia Rivera ◽  
J. Michael Bowling ◽  
...  

191 Background: In response to the National Lung Screening Trial’s findings, numerous professional organizations have published guidelines recommending annual lung cancer (LC) screening with low dose computed tomography (LDCT) for eligible patients. In the wake of these guidelines, we sought to assess LC screening practices and beliefs among providers at a large academic medical center. Methods: In 2015, we surveyed 54 physicians and 9 residents in pulmonology (27% response rate) and 86 physicians and 100 residents in family/internal medicine (39% response rate). The 23 question Qualtrics survey focused on beliefs and knowledge about LC screening recommendations, guidelines, and practices. Results: Survey respondents in both groups were mostly White non-Hispanic clinicians with a mean age of 40 (range 28-67). Pulmonology respondents were mostly male (69%) and family/internal medicine respondents were mostly female (53%). The pulmonology group was more likely than family/internal medicine to believe that LC screening is beneficial for patients (p < 0.0001) and cost effective (p = 0.02). Over 76% of the pulmonology group reported ordering a LDCT for an asymptomatic patient in the past 12 months compared to 41% in the family/internal medicine group (p = 0.012). Additionally, 76% in pulmonology were aware of the American College of Chest Physicians recommendations versus 38% in family/internal medicine (p = 0.02). The majority of both groups agreed that an electronic prompt would increase the likelihood of referring a patient for LC screening. While both groups agreed that a LC screening registry would benefit the quality of patient care (100% pulmonology; 65% family/internal medicine; p = 0.02) and make them more likely to refer patients to a LC screening program (88%; 54%; p = 0.04), a significantly larger majority of the pulmonology group held these beliefs. Conclusions: Pulmonology respondents had more knowledge of guidelines and more favorable opinions of LC screening than family/internal medicine respondents. Our findings suggest future studies should focus on educating providers about recommendations and understanding why the family/internal medicine group is less likely to refer patients for LC screening.


2015 ◽  
Vol 2015 ◽  
pp. 1-7 ◽  
Author(s):  
D. Hallas ◽  
J. B. Fernandez ◽  
N. G. Herman ◽  
A. Moursi

Over the past seven years, the Department of Pediatric Dentistry at New York University College of Dentistry (NYUCD) and the Advanced Practice: Pediatrics and the Pediatric Nurse Practitioner (PNP) program at New York University College of Nursing (NYUCN) have engaged in a program of formal educational activities with the specific goals of advancing interprofessional education, evidence-based practice, and interprofessional strategies to improve the oral-systemic health of infants and young children. Mentoring interprofessional students in all health care professions to collaboratively assess, analyze, and care-manage patients demands that faculty reflect on current practices and determine ways to enhance the curriculum to include evidence-based scholarly activities, opportunities for interprofessional education and practice, and interprofessional socialization. Through the processes of interprofessional education and practice, the pediatric nursing and dental faculty identified interprofessional performance and affective oral health core competencies for all dental and pediatric primary care providers. Students demonstrated achievement of interprofessional core competencies, after completing the interprofessional educational clinical practice activities at Head Start programs that included interprofessional evidence-based collaborative practice, case analyses, and presentations with scholarly discussions that explored ways to improve the oral health of diverse pediatric populations. The goal of improving the oral health of all children begins with interprofessional education that lays the foundations for interprofessional practice.


Iproceedings ◽  
10.2196/35432 ◽  
2021 ◽  
Vol 6 (1) ◽  
pp. e35432
Author(s):  
Ethan D Borre ◽  
Suephy C Chen ◽  
Matilda W Nicholas ◽  
Edward W Cooner ◽  
Donna Phinney ◽  
...  

Background Teledermatology can increase patient access; however, its optimal implementation remains unknown. Objective This study aimed to describe and evaluate the implementation of a pilot virtual clinic teledermatology service at Duke University. Methods Leaders at Duke Dermatology and Duke Primary Care identified a teledermatology virtual clinic to meet patients’ access needs. Implementation was planned over the exploration, preparation, implementation, and sustainment phases. We evaluated the implementation success of teledermatology using the Reach, Effectiveness, Adoption, Implementation, and Maintenance framework and prioritized outcome collection through a stakeholder survey. We used the electronic health record and patient surveys to capture implementation outcomes. Results Our process consisted of primary care providers (PCPs) who sent clinical and dermatoscopic images of patient lesions or rashes via e-communication to a teledermatology virtual clinic, with a subsequent virtual clinic scheduling of a video visit with the virtual clinic providers (residents or advanced practice providers, supervised by Duke Dermatology attending physicians) within 2-5 days. The teledermatology team reviews the patient images on the day of the video visit and gives their diagnosis and management plan with either no follow-up, teledermatology nurse follow-up, or in-person follow-up evaluation. Implementation at 4 pilot clinics, involving 19 referring PCPs and 5 attending dermatologists, began on September 9, 2021. As of October 31, 2021, a total of 68 e-communications were placed (50 lesions and 18 rashes) and 64 virtual clinic video visits were completed. There were 3 patient refusals and 1 conversion to a telephonic visit. Participating primary care clinics differed in the number of patients referred with completed visits (range 2-32) and the percentage of providers using e-communications (range 13%-53%). Patients were seen soon after e-communication placement; compared to in-person wait times of >3 months, the teledermatology virtual clinic video visits occurred on average 2.75 days after e-communication. In total, 20% of virtual clinic video visits were seen as in-person visit follow-up, which suggests that the majority of patients were deemed treatable at the virtual clinic. All patients who returned the patient survey (N=10, 100%) agreed that their clinical goals were met during the virtual clinic video visits. Conclusions Our virtual clinic model for teledermatology implementation resulted in timely access for patients, while minimizing loss to follow-up, and has promising patient satisfaction outcomes. However, participating primary care clinics differ in their volume of referrals to the virtual clinic. As the teledermatology virtual clinics scale to other clinic sites, a systematic assessment of barriers and facilitators to its implementation may explain these interclinic differences. Acknowledgments We are grateful to the Private Diagnostic Clinic and Duke Institute for Health Innovation for their support. Conflicts of Interest None declared.


2018 ◽  
Vol 19 (5) ◽  
pp. 464-474
Author(s):  
Hemalatha Murugan ◽  
Clarence Spigner ◽  
Christy M. McKinney ◽  
Christopher J. Wong

AimThe objective of this study was to seek decision-making insights on the provider level to gain understanding of the values that shape how providers deliver preventive health in the primary care setting.BackgroundThe primary care clinic is a core site for preventive health delivery. While many studies have identified barriers to preventive health, less is known regarding how primary care providers (PCPs) make preventive health decisions such as what services to provide, under what circumstances, and why they might choose one over another.MethodsQualitative methods were chosen to deeply explore these issues. We conducted semi-structured, one-on-one interviews with 21 PCPs at clinics affiliated with an academic medical center. Interviews with providers were recorded and transcribed. We conducted a qualitative analysis to identify themes and develop a theoretical framework using Grounded Theory methods.FindingsThe following themes were revealed: longitudinal care with an established PCP–patient relationship is perceived as integral to preventive health; conflict and doubt accompany non-preventive visits; PCPs defer preventive health for pragmatic reasons; when preventive health is addressed, providers use multiple contextual factors to decide which interventions are discussed; and PCPs desired team-based preventive health delivery, but wish to maintain their role when shared decision-making is required. We present a conceptual framework called Pragmatic Deferral.


2020 ◽  
Vol 38 (29_suppl) ◽  
pp. 130-130
Author(s):  
Lisa Phuong ◽  
Jesus Del Santo Anampa Mesias ◽  
Melanie Lozada ◽  
Della F. Makower

130 Background: PN improves BCA screening rates in underserved women, and decreases health care disparities. However, there is limited data regarding the ability of PN effect sustained change. We evaluated the long-term impact of PN for BCA screening at our institution, by assessing the rate at which women who underwent screening mammogram (SM) in 2017, with the aid of PN, completed subsequent (f/u) SM within guideline-concordant time frames. Methods: Patients (pts) consisted of women seen by our institution’s primary care providers, with referral for SM in the electronic medical record (EMR), but without scheduled appointment, who received PN between June 1 and September 30, 2017, and successfully completed SM in 2017. Pts were identified from the screening navigation database. EMR was reviewed to obtain demographic data, rate of f/u SM, and time from 2017 SM to prior and f/u SM. Wilcoxon signed-rank test was used for analysis. Results: 179 pts completed SM with the aid of PN in 2017. Median age was 58 (range 37-77), 52.5% were Hispanic, 26.8% Black; and 2.8% Asian. Preferred languages were English (70.4%) and Spanish (25.7%). 6 pts had never had prior SM; 30 had no prior SM at our institution. Median time between 2017 SM and prior SM was 29 months (mo) (range 12-104); only 20 pts (11.2%) had a prior SM within 24 mo. 177 pts were eligible for f/u SM in 2018 and 2019 (1 diagnosed with BCA on 2017 SM; 1 died in 2017). 85 pts (48%) completed f/u SM; 68 (39%) completed within 24 mo. Only 2 pts required PN to complete f/u SM. In pts with time to screening data available for both 2017 SM and f/u SM (n = 80), median time to SM improved from 24 to 16 mo (p < 0.01). Decreases were seen in Black (22 to 14 mo, p < 0.01), White (31 to 16 mo, p = 0.03), and Hispanic pts (28 to 18.5 mo, p < 0.01), and in English (22 to 15 mo, p < 0.01) and Spanish speakers (26 to 20 mo, p < 0.01). Conclusions: A single episode of PN for BCA screening had a sustained impact on pts at our institution, leading to improved compliance with future SM. Improvement was seen in pts of diverse races, ethnicities, and language preferences. Focused PN for pts who did not complete f/u SM is planned.


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