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1.
Cardiovasc Drugs Ther ; 32(4): 397-404, 2018 08.
Article in English | MEDLINE | ID: mdl-30062465

ABSTRACT

PURPOSE: Implementation of the 2013 ACC/AHA cholesterol treatment guideline is likely to vary by statin benefit group. The aim of this study was to document trends in statin use before and after introduction of the ACC/AHA guideline. METHODS: We conducted a retrospective study with annual cohorts from 2009 to 2015 among members of Kaiser Permanente Southern California aged ≥ 21 years. Members were categorized into four mutually exclusive statin benefit groups: atherosclerotic cardiovascular disease (ASCVD), LDL-C ≥ 190 mg/dL in the last year, diabetes (aged 40-75 years), and 10-year ASCVD risk ≥ 7.5% (aged 40-75 years). RESULTS: The cohorts ranged from 1,993,755 members in 2009 to 2,440,429 in 2015. Approximately 5% of patients had ASCVD, 1% had LDL-C ≥ 190 mg/dL, 6% had diabetes, and 10% had a 10-year ASCVD risk ≥ 7.5% each year. Trends in statin use were stable for adults with ASCVD (2009 78%; 2015 80%), recent LDL-C ≥ 190 mg/dL (2009 45%; 2015 44%), and diabetes (2009 74%; 2015 73%), but increased for patients with 10-year ASCVD risk ≥ 7.5% (2009 36%; 2015 47%). High-intensity statin use also increased 142% and 54% among patients with LDL-C ≥ 190 mg/dL and those with ASCVD ≤ 75 years of age, respectively. Moderate-to-high intensity statin utilization increased over 50% among those with a 10-year ASCVD risk ≥ 7.5%. CONCLUSIONS: Statin use increased substantially among patients with 10-year ASCVD risk ≥ 7.5% and use of appropriate statin dosage increased in each of the four statin benefit groups between 2009 and 2015; however, there is room for improvement.


Subject(s)
Cholesterol, LDL/blood , Dyslipidemias/drug therapy , Health Maintenance Organizations/trends , Hydroxymethylglutaryl-CoA Reductase Inhibitors/administration & dosage , Practice Patterns, Physicians'/trends , Aged , Aged, 80 and over , Biomarkers/blood , California/epidemiology , Down-Regulation , Drug Prescriptions , Dyslipidemias/blood , Dyslipidemias/diagnosis , Dyslipidemias/epidemiology , Female , Health Maintenance Organizations/standards , Humans , Hydroxymethylglutaryl-CoA Reductase Inhibitors/adverse effects , Male , Middle Aged , Practice Guidelines as Topic , Practice Patterns, Physicians'/standards , Retrospective Studies , Risk Factors , Time Factors , Treatment Outcome
2.
Transgend Health ; 8(5): 437-443, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37810943

ABSTRACT

Purpose: Transgender individuals who pursue gender affirmation medical procedures often need to navigate a complex health system and interact with multiple health care providers in primary and specialty care. We sought to better understand patient, provider, and system level barriers to transgender care in a large integrated health care system in California. Methods: Three 90-min focus groups were conducted with 13 transgender individuals who received specialty care between April and August 2018 in Kaiser Permanente Southern California. Results: Participants cited common adversities such as misgendering and system-wide insensitivity during health care encounters and low levels of understanding of their transgender experience among primary care providers. Provider-patient relationship improvements were recommended for pre- and postsurgical care and service-provider sensitivity training. Suggestions include better care coordination, reducing redundancy in clearance for specialty care services, and enhancing patient support for navigation of gender affirmation services. Participants requested careful consideration when implementing systemwide routine processes such as using pronouns and names when calling patients in for visits or describing procedures on service invoices. Conclusions: Education and training programs for improving transgender care competency and enhancing care coordination between primary care and specialty care for transgender patients are warranted. Including transgender voices with lived-experience as active stakeholders in ongoing efforts such as community advisory boards to identify care gaps may facilitate patient-centered and culturally sensitive transgender care and increased patient satisfaction. Policy Implications: There is a need for systematic training for transgender care competent providers and enhancement of care coordination between primary care and specialty care.

3.
Am J Prev Med ; 64(2): 167-174, 2023 02.
Article in English | MEDLINE | ID: mdl-36653099

ABSTRACT

INTRODUCTION: The Centers for Disease Control and Prevention Guideline for Prescribing Opioids for Chronic Pain released in 2016 had led to decreases in opioid prescribing. This study sought to examine chronic and sustained high-dose prescription opioid use in an integrated health system. METHODS: A serial cross-sectional study was conducted in 2021 to estimate the annual age-adjusted prevalence and incidence of chronic and high-dose opioid use among demographically diverse noncancer adults in an integrated health system in Southern California during 2013-2020. Interrupted time-series analysis with segmented regression was conducted to estimate changes in the trends in annual rates before (2013-2015) and after (2017-2020) the 2016 guideline, treating 2016 as a wash-out period. RESULTS: Prevalence and incidence of chronic use and sustained high-dose use had started to decrease after a health system intervention program before the 2016 Centers for Disease Control and Prevention guideline release and continued to decline after the guideline. Among those with sustained high-dose use, there was a substantial decrease in persons with an average daily dosage ≥90 morphine milligram equivalent and concurrent benzodiazepine use. An accelerated decrease in prevalent chronic use after the guideline was observed (slope change: -11.1 [95% CI= -20.3, -1.9] users/10,000 person-years, p=0.03). The incidence of chronic use and sustained high-dose use continued to decrease after the guideline release but at a slower pace. CONCLUSIONS: Implementing evidence-based prescribing guidelines was associated with a decrease in chronic and sustained high-dose prescription opioid use.


Subject(s)
Chronic Pain , Delivery of Health Care, Integrated , Opioid-Related Disorders , Adult , Humans , Analgesics, Opioid/therapeutic use , Cross-Sectional Studies , Practice Patterns, Physicians' , Opioid-Related Disorders/epidemiology , Chronic Pain/drug therapy , Drug Prescriptions
4.
Gen Hosp Psychiatry ; 85: 8-18, 2023.
Article in English | MEDLINE | ID: mdl-37717389

ABSTRACT

OBJECTIVE: Our objective was to describe suicide prevention care for individuals prescribed opioids or with opioid use disorder (OUD) and identify opportunities for improving this care. METHODS: Adult patients (n = 65) from four health systems with an opioid-involved overdose and clinicians (n = 21) who had contact with similar patients completed 30-60-min semi-structured interviews. A community advisory board contributed to development of all procedures, and interpretation and summary of findings. RESULTS: Patients were mostly female (59%), White (63%) and non-Hispanic (77%); 52 were prescribed opioids, 49% had diagnosed OUD, and 42% experienced an intentional opioid-involved overdose. Findings included: 1) when prescribed an opioid or treated for OUD, suicide risks were typically not discussed; 2) 35% of those with an intentional opioid-involved overdose and over 80% with an unintentional overdose reported no discussion of suicidal ideation when treated for the overdose; and 3) suicide-related follow-up care was uncommon among those with unintentional overdoses despite suicidal ideation being reported by >20%. Clinicians reported that when prescribing opioids or treating OUD, post-overdose suicide-related screening or counseling was not done routinely. CONCLUSIONS: There were several opportunities to tailor suicide prevention care for patients who were treated for opioid-involved overdoses within health systems.


Subject(s)
Drug Overdose , Opioid-Related Disorders , Suicide , Adult , Humans , Female , Male , Analgesics, Opioid/therapeutic use , Drug Overdose/therapy , Opioid-Related Disorders/therapy , Opioid-Related Disorders/drug therapy , Suicidal Ideation
5.
Perm J ; 26(1): 85-93, 2022 04 05.
Article in English | MEDLINE | ID: mdl-35609162

ABSTRACT

PURPOSE: The purpose of this study was to develop a natural language processing algorithm to identify suicidal ideation/attempt from free-text clinical notes. METHODS: Clinical notes containing prespecified keywords related to suicidal ideation/attempts from 2010 to 2018 were extracted from our organization's electronic health record system. A random sample of 864 clinical notes was selected and equally divided into 4 subsets. These subsets were reviewed and classified as 1 of the following 3 suicidal ideation/attempt categories (current, historical, and no) by experienced research chart abstractors. The first 3 data sets were used to develop the rule-based computerized algorithm sequentially and the fourth data set was used to evaluate the algorithm's performance. The validated algorithm was then applied to the entire study sample of clinical notes. RESULTS: The computerized algorithm correctly identified 23 of the 26 confirmed current suicidal ideation/attempts and all 10 confirmed historical suicidal ideation/attempts in the validation data set. It produced an 88.5% sensitivity and a 100.0% positive predictive value for current suicidal ideation/attempts, and a 100.0% sensitivity and positive predictive value for historical suicidal ideation/attempts. After applying the computerized algorithm to the entire set of study notes, we identified a total of 1,050,287 current ideation/attempt events and 293,037 historical ideation/attempt events documented in clinical notes. Those for which current ideation/attempt events were documented were more likely to be female (59.5%), 25-44 years old (28.3%), and White (43.4%). CONCLUSION: Our study demonstrated that a computerized algorithm can effectively identify suicidal ideation/attempts from clinical notes. This algorithm can be utilized in support of suicide prevention research programs and patient care quality improvement initiatives.


Subject(s)
Delivery of Health Care, Integrated , Suicidal Ideation , Adult , Algorithms , Female , Humans , Male , Risk Factors , Suicide, Attempted
6.
Vaccine ; 37(1): 195-201, 2019 01 03.
Article in English | MEDLINE | ID: mdl-29958736

ABSTRACT

OBJECTIVE: The Advisory Committee on Immunization Practices recommends Hepatitis B (HepB) vaccine for previously unvaccinated adults <60 years with diabetes mellitus. This observational retrospective cohort study assessed the impact of implementing electronic provider reminders on HepB vaccine initiation and 3-dose series completion rates among insured adults with diabetes aged 19-59 years old. RESEARCH DESIGN AND METHODS: Difference-in-difference (DID) analyses compared changes in vaccine initiation and completion rates (ratio of the rate ratio [RRR] and 95% confidence interval [CI]) during 12 months pre- and post-implementation between intervention and control sites. We examined trends in vaccine initiation and completion rates by plotting monthly rates during the study period. We also calculated the overall HepB vaccine coverage rates with 95% CI among all adults with diabetes aged 19-59 years old at the start and end date of the study period. RESULTS: Baseline HepB vaccine initiation and completion rates were similar at both the intervention and control sites. Gender, age, and race/ethnicity distributions within both sites were similar during the 12 months pre- and post-implementation. DID analyses demonstrated statistically significant differences in the changes of the annual vaccine initiation rates (RRR: 70.7, 95% CI: 62.8-79.6) and the third dose completion rates (RRR = 18.7, 95% CI: 14.2-24.8) between the two sites. The coverage increased significantly at the intervention site while it remained low at the control site. CONCLUSIONS: Use of provider reminders is highly effective in increasing both HepB vaccine initiation and series completion rates among adults with diabetes.


Subject(s)
Diabetes Mellitus , Electronic Health Records , Hepatitis B Vaccines/administration & dosage , Hepatitis B/prevention & control , Reminder Systems , Vaccination Coverage/statistics & numerical data , Adult , Advisory Committees , Female , Humans , Insurance, Health , Male , Middle Aged , Retrospective Studies , Young Adult
7.
Womens Health Issues ; 27(3): 351-355, 2017.
Article in English | MEDLINE | ID: mdl-28153743

ABSTRACT

INTRODUCTION: Gestational diabetes mellitus (GDM) is one of the most common complications of pregnancy. Current approaches to GDM management and education are labor intensive and costly. Telemedicine offers a potential solution to reduce the time and cost burden of prenatal care for women with GDM. METHODS: We assessed the acceptability of a telemedicine intervention to transmit patients' weight, blood pressure, and blood glucose measurements from wireless devices to health care providers, and to alternate "virtual office visits" with office-based prenatal visits. We administered surveys to 70 Kaiser Permanente Southern California members with GDM to assess preferences for modalities of GDM care delivery and to understand perceptions of telemedicine. We subsequently conducted 10 qualitative interviews among women with GDM to elicit perceptions about confidence and comfort with receiving care telephonically and safety concerns. Data were coded and categorized using analytic induction. RESULTS: Training on these devices would increase participants' confidence in using the equipment. Continuity of care was perceived as an important factor in facilitating confidence with near universal preference for having virtual visits with the same clinician. Most participants were not concerned with the safety of their baby or themselves during the weeks without an office visit. One participant expressed an unwillingness to participate in the intervention because of a perceived association between having a high-risk pregnancy and an increased risk of pregnancy loss. CONCLUSIONS: As telemedicine becomes increasingly common in health care, feedback from end users will be essential in tailoring, communicating about, and supporting the uptake and success of such programs.


Subject(s)
Diabetes, Gestational/therapy , Patient Acceptance of Health Care , Pregnant Women/psychology , Telemedicine , Adult , California , Diabetes, Gestational/diagnosis , Female , Health Care Surveys , Humans , Interviews as Topic , Office Visits , Pilot Projects , Pregnancy , Pregnancy, High-Risk , Prenatal Care , Qualitative Research
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