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1.
Alcohol Clin Exp Res ; 45(10): 2179-2189, 2021 10.
Article in English | MEDLINE | ID: mdl-34486124

ABSTRACT

BACKGROUND: Unhealthy alcohol use is a serious and costly public health problem. Alcohol screening and brief interventions are effective in reducing unhealthy alcohol consumption. However, rates of receipt and delivery of brief interventions vary significantly across healthcare settings, and relatively little is known about the associated patient and provider factors. METHODS: This study examines patient and provider factors associated with the receipt of brief interventions for unhealthy alcohol use in an integrated healthcare system, based on documented brief interventions in the electronic health record. Using multilevel logistic regression models, we retrospectively analyzed 287,551 adult primary care patients (and their 2952 providers) who screened positive for unhealthy drinking between 2014 and 2017. RESULTS: We found lower odds of receiving a brief intervention among patients exceeding daily or weekly drinking limits (vs. exceeding both limits), females, older age groups, those with higher medical complexity, and those already diagnosed with alcohol use disorders. Patients with other unhealthy lifestyle activities (e.g., smoking, no/insufficient exercise) were more likely to receive a brief intervention. We also found that female providers and those with longer tenure in the health system were more likely to deliver brief interventions. CONCLUSIONS: These findings point to characteristics that can be targeted to improve universal receipt of brief intervention.


Subject(s)
Alcoholism/therapy , Crisis Intervention/statistics & numerical data , Health Personnel/statistics & numerical data , Patients/statistics & numerical data , Primary Health Care/statistics & numerical data , Adolescent , Adult , Aged , Aged, 80 and over , Alcoholism/psychology , Female , Humans , Male , Middle Aged , Primary Health Care/methods , Retrospective Studies , Young Adult
3.
J Clin Psychiatry ; 85(3)2024 Sep 04.
Article in English | MEDLINE | ID: mdl-39240697

ABSTRACT

Objective: While collaborative care is known to improve depressive and anxiety symptoms in primary care, comparative effectiveness studies of virtual collaborative care versus virtual specialty psychiatry treatment in real world settings are lacking. This study examined patient depressive and anxiety symptoms over 6 months in collaborative care versus specialty psychiatry.Methods: This was an observational study with target trial emulation in a large, community-based, integrated health care system. Participants were ≥18 years old with mild-moderate depressive or anxiety symptoms measured by the Patient Health Questionnaire-9 or Generalized Anxiety Disorder-7 Scale. Exclusion criteria included acute suicide risk. Patients were assigned to collaborative care or specialty psychiatry, and symptoms were measured 6 months after treatment initiation using linear mixed-effects regression with inverse probability of treatment weighting.Results: There were N = 10,380 patients (n = 1,607 in collaborative care; n = 8,773 in specialty psychiatry) with depressive disorders and N = 2,935 (n = 570 in collaborative care; n = 2,365 in specialty psychiatry) with anxiety disorders. Model effects at 6 months showed significant symptom improvement for patients in collaborative care (adjusted mean difference [AMD] = -9.0, 95% CI, -9.7, -8.4 for depression; -5.4, 95% CI, -6.2, -4.7 for anxiety) and in specialty psychiatry (AMD = -5.0, 95% CI, -5.6, -4.5 for depression; -2.8, 95% CI, -3.6, -2.1 for anxiety), with patients in collaborative care showing significantly greater improvement compared to those in specialty psychiatry (AMD = -4.0, 95% CI, -4.7, -3.3, P < .0001 for depression; AMD = -2.6, 95% CI, -3.4, -1.8, P < .0001 for anxiety).Conclusions: Virtual collaborative care was at least as effective as specialty psychiatry for depression and anxiety. Collaborative care implementation can support national guidelines regarding depression and anxiety screening and treatment.


Subject(s)
Anxiety Disorders , Humans , Female , Male , Adult , Middle Aged , Anxiety Disorders/therapy , Telemedicine , Psychiatry , Depressive Disorder/therapy
4.
J Clin Psychiatry ; 85(1)2024 01 29.
Article in English | MEDLINE | ID: mdl-38301189

ABSTRACT

Objective: People with psychosis or bipolar disorder (severe and persistent mental illness [SPMI]) are at high risk for poor psychiatric and chronic illness outcomes, which could be ameliorated through improved health care quality. This study assessed whether a telehealth, collaborative care program managed by psychiatric clinical pharmacists (SPMI Population Care) was associated with improved health care quality for adults with SPMI in a large California health system.Methods: This retrospective cohort study used electronic health record data to compare 968 program enrollees at 6 demonstration sites (Population Care) to 8,339 contemporaneous patients with SPMI at 6 non-program sites (Usual Care). SPMI diagnoses were based on ICD-10-CM diagnostic codes. Primary outcomes were optimal psychotropic medication adherence, guideline-recommended glycemic screening, annual psychiatrist visit, and emergency department use. Difference-in-difference analyses assessed change in outcomes from 12 months pre- to 12 months post-enrollment using overlap weighting with high dimensional propensity scores to balance participant characteristics across groups. Participant data were collected from January 1, 2020, to June 30, 2022.Results: From pre- to post-enrollment, Population Care was associated with greater achievement of psychotropic medication adherence and glycemic screening (+6 and +9 percentage points), but unexpectedly with a decrease in annual psychiatrist visits (-6 percentage points) and no significant change in emergency department use, relative to Usual Care. More than 75% of Population Care participants attended an intake and ≥ 1 follow-up visits. Participants with psychosis (26% of sample) had similar results as those with bipolar disorder.Conclusions: Clinical pharmacist-led telehealth collaborative care has potential to improve psychopharmacologic treatment adherence and recommended disease preventive screening for people with psychosis or bipolar disorder.


Subject(s)
Bipolar Disorder , Psychotic Disorders , Telemedicine , Adult , Humans , Bipolar Disorder/diagnosis , Bipolar Disorder/drug therapy , Pharmacists , Retrospective Studies , Psychotic Disorders/diagnosis , Psychotic Disorders/drug therapy
5.
BMJ Open ; 13(1): e064088, 2023 01 19.
Article in English | MEDLINE | ID: mdl-36657762

ABSTRACT

OBJECTIVES: To evaluate associations between alcohol brief intervention (BI) in primary care and 12-month drinking outcomes and 18-month health outcomes among adults with hypertension and type 2 diabetes (T2D). DESIGN: A population-based observational study using electronic health records data. SETTING: An integrated healthcare system that implemented system-wide alcohol screening, BI and referral to treatment in adult primary care. PARTICIPANTS: Adult primary care patients with hypertension (N=72 979) or T2D (N=19 642) who screened positive for unhealthy alcohol use between 2014 and 2017. MAIN OUTCOME MEASURES: We examined four drinking outcomes: changes in heavy drinking days/past 3 months, drinking days/week, drinks/drinking day and drinks/week from baseline to 12-month follow-up, based on results of alcohol screens conducted in routine care. Health outcome measures were changes in measured systolic and diastolic blood pressure (BP) and BP reduction ≥3 mm Hg at 18-month follow-up. For patients with T2D, we also examined change in glycohaemoglobin (HbA1c) level and 'controlled HbA1c' (HbA1c<8%) at 18-month follow-up. RESULTS: For patients with hypertension, those who received BI had a modest but significant additional -0.06 reduction in drinks/drinking day (95% CI -0.11 to -0.01) and additional -0.30 reduction in drinks/week (95% CI -0.59 to -0.01) at 12 months, compared with those who did not. Patients with hypertension who received BI also had higher odds for having clinically meaningful reduction of diastolic BP at 18 months (OR 1.05, 95% CI 1.00 to 1.09). Among patients with T2D, no significant associations were found between BI and drinking or health outcomes examined. CONCLUSIONS: Alcohol BI holds promise for reducing drinking and helping to improve health outcomes among patients with hypertension who screened positive for unhealthy drinking. However, similar associations were not observed among patients with T2D. More research is needed to understand the heterogeneity across diverse subpopulations and to study BI's long-term public health impact.


Subject(s)
Alcoholism , Diabetes Mellitus, Type 2 , Hypertension , Humans , Adult , Alcoholism/complications , Alcoholism/therapy , Alcoholism/diagnosis , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/therapy , Crisis Intervention , Glycated Hemoglobin , Primary Health Care/methods , Hypertension/complications , Hypertension/therapy , Outcome Assessment, Health Care , Alcohol Drinking/prevention & control
6.
Article in English | MEDLINE | ID: mdl-36569369

ABSTRACT

People with severe and persistent mental illness (SPMI) frequently struggle to maintain their recovery from recurring suicidality, psychosis, and debilitating mood episodes. They also face a high risk of chronic health conditions. Traditional - often short-term - psychiatric care is ill-equipped to meet the health needs of people with SPMI. Patients often require regular and sustained follow-up to support medication effectiveness and adherence and to screen for and treat cardiovascular disease and other common health risks. Kaiser Permanente Northern California has implemented a novel telehealth-based collaborative care program, SPMI Population Care, led by advanced practice clinical pharmacists, to improve the mental and physical health of its patients with SPMI. Although the individual program components of telehealth, collaborative care, and clinical pharmacy service have been employed successfully in the past for mental health care, the SPMI Population Care model combines the components and extends this approach to individuals at the most severe end of the psychiatric illness spectrum.

7.
Am J Manag Care ; 28(6): e203-e211, 2022 06 01.
Article in English | MEDLINE | ID: mdl-35738227

ABSTRACT

OBJECTIVES: The opioid abuse epidemic has focused attention on efforts to decrease opioid prescribing. Although education and feedback interventions are potential levers to affect opioid prescribing, their incremental contribution against a background of declining opioid prescriptions is unclear. STUDY DESIGN: We retrospectively evaluated opioid prescribing frequencies after an emergency physician-specific education and feedback initiative in an integrated health care system. METHODS: We evaluated opioid prescriptions for adult patients discharged from 21 emergency departments (EDs) between January 1, 2014, and December 31, 2018. Applying interrupted time series methodology to account for time trends, we analyzed pre- to postintervention changes in prescribing of any opioid and in opioid prescriptions for greater than 20 tablets. We studied all ED visits, visits for back pain and acute extremity fracture, and visits stratified by physicians with high vs low frequency of opioid prescribing. We identified patient, physician, and visit characteristics associated with postintervention ED opioid prescriptions (2018). RESULTS: Of 1.01 million preintervention and 1.59 million postintervention ED visits, after adjusting for the background trend over time, the intervention was associated with a 3.4% decrease in frequency of opioid prescriptions post intervention (95% CI, -4% to -2.8%), with similar decreases in high-quantity prescriptions (> 20 tablets) and back pain- and acute extremity fracture-related ED visits. Postintervention adjusted analyses indicated no significant association between opioid prescription and race/ethnicity or prior history of opioid abuse. CONCLUSIONS: The ED Opioid Safety Initiative was associated with a near-term decrease in multiple categories of opioid prescribing, including for selected subgroups of common painful conditions.


Subject(s)
Analgesics, Opioid , Opioid-Related Disorders , Adult , Analgesics, Opioid/therapeutic use , Back Pain , Emergency Service, Hospital , Humans , Opioid-Related Disorders/drug therapy , Opioid-Related Disorders/epidemiology , Opioid-Related Disorders/prevention & control , Practice Patterns, Physicians' , Retrospective Studies
8.
Perm J ; 26(4): 39-48, 2022 12 19.
Article in English | MEDLINE | ID: mdl-36351884

ABSTRACT

Background Collaborative care is an evidence-based multidisciplinary model shown to improve patient depression and anxiety outcomes. Although there is robust literature showing the effectiveness of collaborative care on depression and anxiety symptoms, there is little published on outcomes of collaborative care implementation or the efficacy of collaborative care compared with psychiatric referrals. Reported here is a study protocol examining a novel depression and anxiety collaborative care program in a large, integrated health care system. Methods This is a mixed methods study of the Achieving Depression and Anxiety Patient-Centered Treatment (ADAPT) program as compared to outpatient psychiatric care at Kaiser Permanente Northern California, a large, integrated health care delivery system. The ADAPT program was designed using collaborative care principles, including measurement-based care, accurate diagnosis, and population management. Eligible participants will be ≥ 18 years old with mild to moderate-severe depressive symptoms as measured by the Patient Health Questionnaire-9. Exclusion criteria include acute suicide risk and serious mental health comorbidities. Implementation is examined using the reach, effectiveness, adoption, implementation, and maintenance (RE-AIM) framework and interviews with program stakeholders. Results Pending. Conclusion Study data will help inform future collaborative care efforts while expanding the literature base. The Achieving Depression and Anxiety Patient-Centered Treatment program may improve patient outcomes and access to quality depression and/or anxiety care.


Subject(s)
Delivery of Health Care, Integrated , Depression , Humans , Adolescent , Depression/therapy , Depression/diagnosis , Primary Health Care , Anxiety/therapy , Patient-Centered Care , Observational Studies as Topic
9.
Perm J ; 26(3): 20-29, 2022 09 14.
Article in English | MEDLINE | ID: mdl-35939605

ABSTRACT

IntroductionVideo visits have created new opportunities to enhance access to care, but limited information exists on strategies medical groups can employ to facilitate video visit use by higher-risk patients. Our objective was to identify generalizable strategies to facilitate successful delivery of video visits by systems serving highly diverse patient populations. MethodsThe authors conducted a qualitative study of physicians and staff members in a large group practice with 4.5 million patients with diverse race and ethnicity and socioeconomic status. Semi-structured interviews were conducted between January 2021 and April 2021, with key informants identified via purposive and snowball sampling. Video-recorded interviews were transcribed and analyzed using thematic analysis to identify major themes and subthemes. ResultsThe 42 key informants included regional and medical center leaders, primary care physicians, service managers, and medical assistants. Participants described clinical leadership in technology and multidisciplinary collaboration as crucial to sustained video care adoption. Strategies to facilitate real-time learning included local innovation, rapid communication channels, and psychological safety. The organization offered broad access to frequently updated data reports to help managers and practitioners understand processes, measure performance, and share best practices. Medical assistants and physicians developed new approaches to empathize, tailor interactions with patients, and overcome psychological and technical barriers to connecting via video. ConclusionsKey strategies for sustained video care adoption included clinical leadership articulating its purpose, multidisciplinary collaboration, local innovation, effective data use, empathy, and personalized care. These findings provide a model for how health care systems can foster robust adoption of technologies to serve diverse populations.


Subject(s)
Delivery of Health Care , Physicians , Humans , Leadership , Organizations , Qualitative Research
10.
Lancet Reg Health Am ; 4: 100078, 2021 Dec.
Article in English | MEDLINE | ID: mdl-36776704

ABSTRACT

Background: The coronavirus disease 2019 (COVID-19) pandemic resulted in widespread psychosocial disruption, which may impact suicidal thoughts and behaviours. This study characterizes adult suicide-related emergency department (ED) encounters and patient characteristics during the COVID-19 pandemic in 2020 compared to the year prior. Methods: Retrospective cross-sectional study in a large, integrated, community-based health system of adults (≥18-years-old) with suicide-related ED encounters (defined by the Centres for Disease Control-recommended International Statistical Classification of Diseases [ICD-10-CM] codes) during the COVID-19 pandemic compared to the same period in 2019. Population-level incidence rate ratios (IRRs) compared suicide-related ED encounters in 2020 to 2019. Patient characteristics for the first suicide-related ED visit for each period were used to calculate percent relative change comparing 2020 to 2019. Findings: Of 10,651 suicide-related ED encounters in 2020 and 11,476 in 2019, 49.6% and 51.6% were for females and the mean age was 38Ā±17 and 38Ā±16 years-old, respectively. Suicide-related ED encounters significantly declined in each month of 2020 (IRR 0.71-0.91, p<.05), but were equivalent to 2019 levels June-August. Adults in 2020 were more likely to have co-occurring substance use disorders (+15Ć¢Ā€Ā¢7%; 95% CI 7Ć¢Ā€Ā¢0-24Ć¢Ā€Ā¢4%) or have no mental health or suicide diagnosis associated with an outpatient visit in the last year (+21Ć¢Ā€Ā¢1%, 95% CI: 12Ć¢Ā€Ā¢5-29Ć¢Ā€Ā¢6) compared to 2019. Interpretation: Adults with suicidal thoughts and behaviours during the COVID-19 pandemic in 2020 had distinct social and psychiatric characteristics compared to patients in the prior year. These findings can help inform health system responses to mental health needs.

11.
J Clin Psychiatry ; 82(2)2021 03 03.
Article in English | MEDLINE | ID: mdl-33979485

ABSTRACT

OBJECTIVE: The early COVID-19 pandemic resulted in great psychosocial disruption and stress, raising speculation that psychiatric disorders may worsen. This study aimed to identify patients vulnerable to worsening mental health during the COVID-19 pandemic. METHODS: This retrospective observational study used electronic health records from March 9 to May 31 in 2019 (n = 94,720) and 2020 (n = 94,589) in a large, community-based health care system. Percent change analysis compared variables standardized to the average patient population for the respective time periods. RESULTS: Compared to 2019, psychiatric visits increased significantly (P < .0001) in 2020, with the majority being telephone/video-based (+264%). Psychiatric care volume increased overall (7%), with the greatest increases in addiction (+42%), behavioral health in primary care (+17%), and adult psychiatry (+5%) clinics. While patients seeking care with preexisting psychiatric diagnoses were mainly stable (−2%), new patients declined (−42%). Visits for substance use (+51%), adjustment (+15%), anxiety (+12%), bipolar (+9%), and psychotic (+6%) disorder diagnoses, and for patients aged 18Ā­25 years (+4%) and 26Ā­39 years (+4%), increased. Child/adolescent and older adult patient visits decreased (−22.7% and −5.5%, respectively), and fewer patients identifying as White (−3.8%) or male (−5.0) or with depression (−3%) or disorders of childhood (−2%) sought care. CONCLUSIONS: The early COVID-19 pandemic was associated with dramatic changes in psychiatric care facilitated by a rapid telehealth care transition. Patient volume, demographic, and diagnostic changes may reflect comfort with telehealth or navigating the psychiatric care system. These data can inform health system resource management and guide future work examining how care delivery changes impact psychiatric care quality and access.


Subject(s)
COVID-19 , Community Health Services/statistics & numerical data , Mental Disorders/epidemiology , Mental Disorders/therapy , Mental Health Services/statistics & numerical data , Patient Acceptance of Health Care/statistics & numerical data , Primary Health Care/statistics & numerical data , Telemedicine/statistics & numerical data , Adolescent , Adult , Child , Electronic Health Records , Female , Humans , Male , Mental Disorders/diagnosis , Middle Aged , Retrospective Studies , Young Adult
12.
JAMA Psychiatry ; 78(12): 1319-1328, 2021 12 01.
Article in English | MEDLINE | ID: mdl-34468724

ABSTRACT

Importance: Population-level reports of suicide-related emergency department (ED) encounters among youth during the COVID-19 pandemic are lacking, along with youth characteristics and preexisting psychiatric service use. Objective: To characterize population-level and relative change in suicide-related ED encounters among youth during the COVID-19 pandemic compared with 2019. Design, Setting, and Participants: This cross-sectional study evaluated ED encounters in 2019 and 2020 at Kaiser Permanente Northern California-a large, integrated, community-based health system. Youth aged 5 to 17 years who presented to the ED with suicidal thoughts or behaviors were included. Exposure: The COVID-19 pandemic. Main Outcomes and Measures: Population-level incidence rate ratios (IRRs) and percent relative effects for suicide-related ED encounters as defined by the US Centers for Disease Control and Prevention-recommended International Statistical Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM) codes in 4 periods in 2020 compared with the same periods in 2019. Results: There were 2123 youth with suicide-related ED encounters in 2020 compared with 2339 in 2019. In the 2020 group, 1483 individuals (69.9%) were female and 1798 (84.7%) were aged 13 to 17 years. In the 2019 group, 1542 (65.9%) were female, and 1998 (85.4%) were aged 13 to 17 years. Suicide-related ED encounter incidence rates were significantly lower in March through May 2020 compared with this period in 2019 (IRR, 0.57; 95% CI, 0.51-0.63; P < .001), then returned to prepandemic levels. However, suicide-related ED visits among female youth from June 1 to August 31, 2020, and September 1 through December 15, 2020, were significantly higher than in the corresponding months in 2019 (IRR, 1.19; 95% CI, 1.04-1.35; P = .04 and IRR, 1.22; 95% CI, 1.11-1.35; P < .001, respectively), while suicide-related ED visits for male youth decreased from September 1 through December 15, 2020 (IRR, 0.81; 95% CI, 0.69 to 0.94). Youth with no history of outpatient mental health or suicide encounters (129.4%; 95% CI, 41.0-217.8) and those with comorbid psychiatric conditions documented at the ED encounter (6.7%; 95% CI, 1.0-12.3) had a higher risk of presenting with suicide-related problems from September to December 2020 vs the same period in 2019. Conclusions and Relevance: In this cross-sectional study of youth experiencing suicidal thoughts and behaviors, suicide-related presentations to the ED initially decreased during the COVID-19 pandemic, likely owing to shelter-in-place orders, then were similar to 2019 levels. However, a greater number of female youth, youth with no psychiatric history, and youth with psychiatric diagnoses at the time of the ED encounter presented for suicide-related concerns during the pandemic, suggesting these may be vulnerable groups in need of further interventions. Adjustments in care may be warranted to accommodate these groups during periods of crisis.


Subject(s)
COVID-19/psychology , Emergency Service, Hospital/statistics & numerical data , Suicidal Ideation , Adolescent , California/epidemiology , Child , Child, Preschool , Cross-Sectional Studies , Female , Humans , Male , Retrospective Studies , SARS-CoV-2
13.
JAMA Netw Open ; 4(1): e2031856, 2021 01 04.
Article in English | MEDLINE | ID: mdl-33475754

ABSTRACT

Importance: Primary care physicians (PCPs) report multitasking during workdays while processing electronic inbox messages, but scant systematic information exists on attention switching and its correlates in the health care setting. Objectives: To describe PCPs' frequency of attention switching associated with electronic inbox work, identify potentially modifiable factors associated with attention switching and inbox work duration, and compare the relative association of attention switching and other factors with inbox work duration. Design, Setting, and Participants: This cross-sectional study of the work of 1275 PCPs in an integrated group serving 4.5 million patients used electronic health record (EHR) access logs from March 1 to 31, 2018, to evaluate PCPs' frequency of attention switching. Statistical analysis was performed from October 15, 2018, to August 28, 2020. Main Outcomes and Measures: Attention switching was defined as switching between the electronic inbox, other EHR work, and non-EHR periods. Inbox work duration included minutes spent on electronic inbox message views and related EHR tasks. Multivariable models controlled for the exposures. Results: The 1275 PCPs studied (721 women [56.5%]; mean [SD] age, 45.9 [8.5] years) had a mean (SD) of 9.0 (7.6) years of experience with the medical group and received a mean (SD) of 332.6 (148.3) (interquartile range, 252-418) new inbox messages weekly. On workdays, PCPs made a mean (SD) of 79.4 (21.8) attention switches associated with inbox work and did a mean (SD) 64.2 (18.7) minutes of inbox work over the course of 24 hours on workdays. In the model for attention switching, each additional patient secure message beyond the reference value was associated with 0.289 (95% CI, 0.217-0.362) additional switches, each additional results message was associated with 0.203 (95% CI, 0.127-0.278) additional switches, each additional request message was associated with 0.190 (95% CI, 0.124-0.257) additional switches, and each additional administrative message was associated with 0.262 (95% CI, 0.166-0.358) additional switches. Having a panel (a list of patients assigned to a primary care team) with more elderly patients (0.144 switches per percentage increase [95% CI, 0.009-0.278]) and higher inbox work duration (0.468 switches per additional minute of inbox work [95% CI, 0.411-0.524]) were also associated with higher attention switching involving the inbox. In the model for inbox work duration, each additional patient secure message beyond the reference value was associated with 0.151 (95% CI, 0.085-0.217) additional minutes, each additional results message was associated with 0.338 (95% CI, 0.272-0.404) additional minutes, each additional request message was associated with 0.101 (95% CI, 0.041-0.161) additional minutes, and each additional administrative message was associated with 0.179 (95% CI, 0.093-0.265) additional minutes. A higher percentage of the panel's patients initiating messages (0.386 minutes per percentage increase [95% CI, 0.026-0.745]) and attention switches (0.373 minutes per switch [95% CI, 0.328-0.419]) were also associated with higher inbox work duration. In addition, working at a medical center where all PCPs had high inbox work duration was independently associated with high or low inbox work duration. Conclusions and Relevance: This study suggests that PCPs make frequent attention switches during workdays while processing electronic inbox messages. Message quantity was associated with both attention switching and inbox work duration. Physician and patient panel characteristics had less association with attention switching and inbox work duration. Assisting PCPs with message quantity might help modulate both attention switching and inbox work duration.


Subject(s)
Attention/physiology , Electronic Health Records/statistics & numerical data , Electronic Mail/statistics & numerical data , Multitasking Behavior/physiology , Physicians, Primary Care/statistics & numerical data , Adult , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Retrospective Studies
14.
J Manag Care Spec Pharm ; 26(7): 918-924, 2020 Jul.
Article in English | MEDLINE | ID: mdl-32584681

ABSTRACT

BACKGROUND: Nonsteroidal anti-inflammatory drugs (NSAIDs) are commonly used to treat symptoms of chronic inflammatory diseases such as osteoarthritis and rheumatoid arthritis; however, they are also associated with various adverse effects, including gastrointestinal (GI) bleeding and renal harm. As patients get older, some medications may no longer be beneficial or may even cause harm. Deprescribing is defined as the planned and supervised process of dose reduction or discontinuation of medications. While there are studies showing that deprescribing strategies with several classes of medications positively affects outcomes in elderly patients, there is a lack of strong evidence and guidance to deprescribe NSAIDs. OBJECTIVE: To evaluate the effectiveness, safety, and economic impact of pharmacists deprescribing NSAIDs under the guidance of a standardized deprescribing program compared with usual care within an integrated health care system. METHODS: This retrospective, propensity score-matched cohort study included patients aged ≥ 65 years who were eligible for the NSAID deprescribing program from July 2016 to June 2018. Those patients in the deprescribing group were assessed by pharmacists and had their medications deprescribed. Patients who were eligible for the deprescribing program but did not receive any interventions were matched to the deprescribed group using propensity score matching at a 4:1 ratio and became the usual care group. Patients were followed for 6 months, until end of membership, or until death, whichever occurred first. The effectiveness and safety outcomes included rates of 3 adverse events: GI bleeds, acute kidney injuries (AKI), and exacerbation of pain triggering a hospitalization or emergency room visit. The economic outcome was the change in monthly NSAID cost. Descriptive statistics, t-tests, chi-square tests, and conditional logistic regression models were used for analysis. RESULTS: There were 431 patients in the deprescribed group and 1,724 patients in the usual care group, with similar baseline characteristics after propensity score matching. The adjusted results showed no significant difference between the deprescribed and usual care groups for GI bleed events (OR = 0.65, 95% CI = 0.36-1.16, P = 0.15) and AKI (OR = 0.53, 95% CI = 0.24-1.16, P = 0.11). The deprescribed group experienced a significant 2-fold decrease in the odds of exacerbation of pain versus the deprescribed group (OR = 0.50, 95% CI = 0.33-0.77, P < 0.01). Finally, there was no significant difference in the change in monthly NSAIDs costs between the 2 groups (median change, IQR: -$0.29, -$2.37 to -$0.11 for deprescribed group; -$0.23, -2.59 to 0.00 for usual care group, P = 0.054). CONCLUSIONS: Although this study did not find any difference in the rate of GI bleed or AKI, we found a significant decrease in the rate of exacerbation of pain in the deprescribed group versus the usual care group. This result suggests that deprescribing NSAIDs did not cause harm during the 6-month follow-up. Further long-term studies are necessary to validate these outcomes. DISCLOSURES: No funding was provided to support this research study. The authors of this study have no actual or potential conflicts of interest to report. Parts of this study were presented in a nonreviewed resident poster at the AMCP Managed Care and Specialty Pharmacy Annual Meeting; March 25-28, 2019; San Diego, CA.


Subject(s)
Anti-Inflammatory Agents, Non-Steroidal/adverse effects , Delivery of Health Care, Integrated/standards , Deprescriptions , Pharmaceutical Services/standards , Pharmacists/standards , Professional Role , Aged , Aged, 80 and over , Anti-Inflammatory Agents, Non-Steroidal/administration & dosage , Cohort Studies , Delivery of Health Care, Integrated/methods , Female , Follow-Up Studies , Gastrointestinal Diseases/chemically induced , Humans , Male , Retrospective Studies
15.
J Manag Care Spec Pharm ; 25(8): 927-934, 2019 Aug.
Article in English | MEDLINE | ID: mdl-31347983

ABSTRACT

BACKGROUND: In the elderly, use of medications may increase the propensity for adverse drug events due to alterations in pharmacokinetic and pharmacodynamic profiles from normal aging processes. Deprescribing is the planned and supervised process of dose reduction or discontinuation of medications that may lead to harm or are no longer beneficial. While there are studies detailing strategies to deprescribe medications such as benzodiazepines and antipsychotics in nursing homes or for patients with dementia, there is a lack of guidance to safely deprescribe chronic medications, such as antidiabetics, for older patients in the community setting. OBJECTIVE: To evaluate the risk of hypoglycemia and other outcomes of pharmacist-managed deprescribing on selected antidiabetic medications under the guidance of a standardized program compared with usual care within an integrated health care system. METHODS: This was a retrospective propensity score-matched cohort study. The pharmacist-managed deprescribing group included patients who were enrolled in the deprescribing program between July 1, 2016, and June 30, 2017. The usual care group included eligible patients who did not receive the deprescribing intervention and were matched to the deprescribing group using propensity score matching (PSM). Baseline demographics and clinical variables were used for matching. Patients were followed for 6 months or the end of membership or death, whichever occurred first. Primary outcome was the risk of hypoglycemia. Secondary outcomes included risk of hyperglycemia, proportion of patients at goal (A1c), change in A1c, change in monthly antidiabetic drug cost, and all-cause mortality. Outcomes were analyzed using descriptive statistics and multivariant regression or Cox proportional hazard models when appropriate. RESULTS: After PSM, 685 patients in the deprescribing group and 2,055 patients in the usual care group were similar in age, gender, weight, and comorbidity burden (mean [SD] age 82.4 [5.4] years, 48% female, mean [SD] weight 81.7 [19.2] kg, mean [SD] Charlson Comorbidity Index score 3.2 [1.6]). Compared with the usual care group, the deprescribing group had a lower risk of hypoglycemia (1.5% vs. 3.1%, P < 0.02; adjusted odds ratio 0.42, P < 0.01). As for the secondary outcomes, the deprescribing group had a greater change (SD) in A1c (0.3 [0.6] vs. 0.2 [0.7] P < 0.01) and lower all-cause mortality (2.3% vs 5.6%, P < 0.01; adjusted hazard ratio 0.35, P < 0.01). There were no differences observed in the risk of hyperglycemia, proportion of patients at goal A1c < 7%, and change in monthly antidiabetic drug costs between the 2 groups. CONCLUSIONS: There are currently no studies to our knowledge that evaluate the outcomes of a pharmacist-managed deprescribing program targeting antidiabetic medications. The results of our study showed that deprescribing of selected antidiabetics reduced the risk of hypoglycemia and may have mortality benefit in elderly patients with well-controlled type 2 diabetes, who are taking medications that can cause hypoglycemia. Further and longer studies are needed to validate these benefits. DISCLOSURES: No outside funding was provided to support this research study. The authors of this study have no actual or potential conflicts of interest to report. Parts of this study were presented in a nonreviewed resident poster at the Academy of Managed Care Pharmacy Managed Care and Specialty Pharmacy Annual Meeting; April 23-26, 2018; Boston, MA.


Subject(s)
Delivery of Health Care, Integrated/organization & administration , Delivery of Health Care/organization & administration , Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents/therapeutic use , Managed Care Programs/organization & administration , Pharmacists/organization & administration , Aged, 80 and over , Deprescriptions , Female , Humans , Hypoglycemia/etiology , Male , Pharmaceutical Services , Propensity Score , Retrospective Studies , Risk
16.
JAMA Netw Open ; 2(12): e1918287, 2019 12 02.
Article in English | MEDLINE | ID: mdl-31880798

ABSTRACT

Importance: The increasing use of electronic communications has enhanced access to physicians for patients and clinical staff. Primary care physicians (PCPs) have anecdotally identified electronic inbox management as a new source of work-related stress. Objectives: To describe PCPs' experiences managing their electronic inboxes and to characterize the array of management strategies developed by individual physicians and practice groups. Design, Setting, and Participants: This qualitative study was conducted in 8 medical centers of a large group practice with more than 4 million patients in diverse settings and a mature electronic health record. The group encourages patients to use portal secure messaging to enhance access to their physicians and the care experience. Semistructured interviews were conducted with 24 internists and family medicine physicians identified via snowball sampling. Interviews were conducted July through November 2018. Data analysis was conducted between November 2018 and April 2019. Main Outcomes and Measures: Audio recorded interviews were transcribed and analyzed using thematic analysis to identify major themes and subthemes. Results: The 24 participants (12 women [50.0%]; mean [SD] age, 45.5 [6.5] years), including 9 department chiefs and 15 PCPs, had a mean (SD) of 16.8 (7.8) years since medical school graduation. Participants described substantial changes in medical practice due to electronic communication, including perceived patient expectations to receive rapid responses to portal secure messages. They described portal secure messaging as useful for building relationships with patients, but also reported that electronic message management has created new stressors, including erosion of work-life boundaries and anxiety associated with unlimited inbox volume. Individual PCPs used a diverse array of strategies, including multitasking during and outside work and delegating to medical assistants. Chiefs described group-level strategies, including reserving clinic time for inbox management, coverage systems for vacation and sick days, physician-to-physician training, and interdisciplinary teams to share messaging work. Conclusions and Relevance: Individual physicians and local practice groups have developed a wide array of strategies for electronic inbox management. The volume of electronic messages and PCPs' perceptions that patients expect rapid responses have created new stressors in primary care practice. Medical groups and health systems can support PCPs by facilitating knowledge transfer among physicians about inbox management strategies and further developing team structures for inbox coverage.


Subject(s)
Attitude of Health Personnel , Electronic Mail/statistics & numerical data , Occupational Stress/psychology , Physicians, Primary Care/psychology , Practice Patterns, Physicians'/statistics & numerical data , Adult , Female , Humans , Male , Middle Aged , Primary Health Care/organization & administration , Qualitative Research
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