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1.
Nat Commun ; 15(1): 4101, 2024 May 22.
Article En | MEDLINE | ID: mdl-38778026

COVID-19 vaccinations protect against severe illness and death, but associations with post-COVID conditions (PCC) are less clear. We aimed to evaluate the association between prior COVID-19 vaccination and new-onset PCC among individuals with SARS-CoV-2 infection across eight large healthcare systems in the United States. This retrospective matched cohort study used electronic health records (EHR) from patients with SARS-CoV-2 positive tests during March 2021-February 2022. Vaccinated and unvaccinated COVID-19 cases were matched on location, test date, severity of acute infection, age, and sex. Vaccination status was ascertained using EHR and integrated data on externally administered vaccines. Adjusted relative risks (RRs) were obtained from Poisson regression. PCC was defined as a new diagnosis in one of 13 PCC categories 30 days to 6 months following a positive SARS-CoV-2 test. The study included 161,531 vaccinated COVID-19 cases and 161,531 matched unvaccinated cases. Compared to unvaccinated cases, vaccinated cases had a similar or lower risk of all PCC categories except mental health disorders (RR: 1.06, 95% CI: 1.02-1.10). Vaccination was associated with ≥10% lower risk of sensory (RR: 0.90, 0.86-0.95), circulatory (RR: 0.88, 0.83-0.94), blood and hematologic (RR: 0.79, 0.71-0.89), skin and subcutaneous (RR: 0.69, 0.66-0.72), and non-specific COVID-19 related disorders (RR: 0.53, 0.51-0.56). In general, associations were stronger at younger ages but mostly persisted regardless of SARS-CoV-2 variant period, receipt of ≥3 vs. 1-2 vaccine doses, or time since vaccination. Pre-infection vaccination was associated with reduced risk of several PCC outcomes and hence may decrease the long-term consequences of COVID-19.


COVID-19 Vaccines , COVID-19 , SARS-CoV-2 , Vaccination , Humans , COVID-19/prevention & control , COVID-19/epidemiology , Male , Female , Retrospective Studies , Middle Aged , SARS-CoV-2/immunology , COVID-19 Vaccines/administration & dosage , COVID-19 Vaccines/immunology , Adult , Aged , United States/epidemiology , Young Adult , Post-Acute COVID-19 Syndrome , Adolescent
2.
J Hosp Med ; 19(4): 267-277, 2024 Apr.
Article En | MEDLINE | ID: mdl-38415888

BACKGROUND: The effectiveness and safety of mineralocorticoid receptor antagonists (MRA) in acute heart failure (HF) is uncertain. We sought to describe the prescription of spironolactone during acute HF and whether early treatment is effective and safe in a real-world setting. METHODS: We performed a retrospective cohort study of adult (≥18 years) nonpregnant patients hospitalized with new-onset HF with reduced ejection fraction (HFrEF, defined by ejection fraction ≤40%) within 15 Kaiser Permanente Southern California medical centers between 2016 and 2021. Early treatment was defined by spironolactone prescription at discharge. The primary effectiveness outcome was a composite of HF readmission or all-cause mortality at 180 days. Safety outcomes were hypotension and hyperkalemia at 90 days. RESULTS: Among 2318 HFrEF patients, 368 (15.9%) were treated with spironolactone at discharge. After 1:2 propensity score matching, 354 early treatment and 708 delayed/no treatment patients were included in the analysis. The median age was 63 (IQR: 52-74) years; 61.6% were male, and 38.6% were White. By 90 days, ~20% had crossed over in the two groups. Early treatment was not associated with the composite outcome at 180 days (HR [95% CI]: 0.81 [0.56-1.17]), but a trend towards benefit by 365 days that did not reach statistical significance (0.78 [0.58-1.06]). Early treatment was also associated with hyperkalemia (subdistribution HR [95% CI]: 2.33 [1.30-4.18]) but not hypotension (0.93 [0.51-1.72]). CONCLUSIONS: Early treatment with spironolactone at discharge for new-onset HFrEF in a real-world setting did not reduce the risk of HF readmission or mortality in the first year after discharge. The risk of hyperkalemia was increased.


Heart Failure , Hyperkalemia , Humans , Male , Middle Aged , Female , Spironolactone/adverse effects , Heart Failure/drug therapy , Hyperkalemia/drug therapy , Hyperkalemia/epidemiology , Retrospective Studies , Treatment Outcome , Stroke Volume
3.
J Gen Intern Med ; 39(5): 747-755, 2024 Apr.
Article En | MEDLINE | ID: mdl-38236317

BACKGROUND: In patients with new-onset heart failure (HF), coronary artery disease (CAD) testing remains underutilized. Whether widespread CAD testing in patients with new-onset HF leads to improved outcomes remains to be determined. OBJECTIVE: We sought to examine whether CAD testing, and its timing, among patients hospitalized with new-onset HF with reduced ejection fraction (HFrEF), is associated with improved outcomes. DESIGN: Retrospective cohort study. PARTICIPANTS: Adult (≥ 18 years) non-pregnant patients with new-onset HFrEF hospitalized within one of 15 Kaiser Permanente Southern California medical centers between 2016 and 2021. Key exclusion criteria included history of heart transplant, hospice, and a do-not-resuscitate order. MAIN MEASURES: Primary outcome was a composite of HF readmission or all-cause mortality through end of follow-up on 12/31/2022. KEY RESULTS: Among 2729 patients hospitalized with new-onset HFrEF, 1487 (54.5%) received CAD testing. The median age was 66 (56-76) years old, 1722 (63.1%) were male, and 1074 (39.4%) were White. After a median of 1.8 (0.6-3.4) years, the testing group had a reduced risk of HF readmission or all-cause mortality (aHR [95%CI], 0.71 [0.63-0.79]). These results were consistent across subgroups by history of atrial fibrillation, diabetes, renal disease, myocardial infarction, and elevated troponin during hospitalization. In a secondary analysis where CAD testing was further divided to early (received testing before discharge) and late testing (up to 90 days after discharge), there was no difference in late vs early testing (0.97 [0.81-1.16]). CONCLUSIONS: In a contemporary and diverse cohort of patients hospitalized with new-onset HFrEF, CAD testing within 90 days of hospitalization was associated with a lower risk of HF readmission or all-cause mortality. Testing within 90 days after discharge was not associated with worse outcomes.


Coronary Artery Disease , Heart Failure , Patient Readmission , Humans , Heart Failure/mortality , Heart Failure/diagnosis , Male , Female , Patient Readmission/statistics & numerical data , Aged , Middle Aged , Retrospective Studies , Coronary Artery Disease/mortality , Coronary Artery Disease/diagnosis , California/epidemiology
4.
JAMA Netw Open ; 5(8): e2225657, 2022 08 01.
Article En | MEDLINE | ID: mdl-35960522

Importance: After SARS-CoV-2 infection, many patients present with persistent symptoms for at least 6 months, collectively termed post-COVID conditions (PCC). However, the impact of PCC on health care utilization has not been well described. Objectives: To estimate COVID-19-associated excess health care utilization following acute SARS-CoV-2 infection and describe utilization for select PCCs among patients who had positive SARS-CoV-2 test results (including reverse transcription-polymerase chain reaction and antigen tests) compared with control patients whose results were negative. Design, Setting, and Participants: This matched retrospective cohort study included patients of all ages from 8 large integrated health care systems across the United States who completed a SARS-CoV-2 diagnostic test during March 1 to November 1, 2020. Patients were matched on age, sex, race and ethnicity, site, and date of SARS-CoV-2 test and were followed-up for 6 months. Data were analyzed from March 18, 2021, to June 8, 2022. Exposure: SARS-CoV-2 infection. Main Outcomes and Measures: Ratios of rate ratios (RRRs) for COVID-19-associated health care utilization were calculated with a difference-in-difference analysis using Poisson regression models. RRRs were estimated overall, by health care setting, by select population characteristics, and by 44 PCCs. COVID-19-associated excess health care utilization was estimated by health care setting. Results: The final matched cohort included 127 859 patients with test results positive for SARS-CoV-2 and 127 859 patients with test results negative for SARS-CoV-2. The mean (SD) age of the study population was 41.2 (18.6) years, 68 696 patients in each group (53.7%) were female, and each group included 66 211 Hispanic patients (51.8%), 9122 non-Hispanic Asian patients (7.1%), 7983 non-Hispanic Black patients (6.2%), and 34 326 non-Hispanic White patients (26.9%). Overall, SARS-CoV-2 infection was associated with a 4% increase in health care utilization over 6 months (RRR, 1.04 [95% CI, 1.03-1.05]), predominantly for virtual encounters (RRR, 1.14 [95% CI, 1.12-1.16]), followed by emergency department visits (RRR, 1.08 [95% CI, 1.04-1.12]). COVID-19-associated utilization for 18 PCCs remained elevated 6 months from the acute stage of infection, with the largest increase in COVID-19-associated utilization observed for infectious disease sequelae (RRR, 86.00 [95% CI, 5.07-1458.33]), COVID-19 (RRR, 19.47 [95% CI, 10.47-36.22]), alopecia (RRR, 2.52 [95% CI, 2.17-2.92]), bronchitis (RRR, 1.85 [95% CI, 1.62-2.12]), pulmonary embolism or deep vein thrombosis (RRR, 1.74 [95% CI, 1.36-2.23]), and dyspnea (RRR, 1.73 [95% CI, 1.61-1.86]). In total, COVID-19-associated excess health care utilization amounted to an estimated 27 217 additional medical encounters over 6 months (212.9 [95% CI, 146.5-278.4] visits per 1000 patients). Conclusions and Relevance: This cohort study documented an excess health care burden of PCC in the 6 months after the acute stage of infection. As health care systems evolve during a highly dynamic and ongoing global pandemic, these data provide valuable evidence to inform long-term strategic resource allocation for patients previously infected with SARS-CoV-2.


COVID-19 , Adult , COVID-19/epidemiology , Cohort Studies , Female , Humans , Infant , Male , Patient Acceptance of Health Care , Retrospective Studies , SARS-CoV-2 , United States/epidemiology
5.
JMIR Public Health Surveill ; 8(5): e30426, 2022 05 24.
Article En | MEDLINE | ID: mdl-35608886

BACKGROUND: Shoulder injury related to vaccine administration (SIRVA) accounts for more than half of all claims received by the National Vaccine Injury Compensation Program. However, due to the difficulty of finding SIRVA cases in large health care databases, population-based studies are scarce. OBJECTIVE: The goal of the research was to develop a natural language processing (NLP) method to identify SIRVA cases from clinical notes. METHODS: We conducted the study among members of a large integrated health care organization who were vaccinated between April 1, 2016, and December 31, 2017, and had subsequent diagnosis codes indicative of shoulder injury. Based on a training data set with a chart review reference standard of 164 cases, we developed an NLP algorithm to extract shoulder disorder information, including prior vaccination, anatomic location, temporality and causality. The algorithm identified 3 groups of positive SIRVA cases (definite, probable, and possible) based on the strength of evidence. We compared NLP results to a chart review reference standard of 100 vaccinated cases. We then applied the final automated NLP algorithm to a broader cohort of vaccinated persons with a shoulder injury diagnosis code and performed manual chart confirmation on a random sample of NLP-identified definite cases and all NLP-identified probable and possible cases. RESULTS: In the validation sample, the NLP algorithm had 100% accuracy for identifying 4 SIRVA cases and 96 cases without SIRVA. In the broader cohort of 53,585 vaccinations, the NLP algorithm identified 291 definite, 124 probable, and 52 possible SIRVA cases. The chart-confirmation rates for these groups were 95.5% (278/291), 67.7% (84/124), and 17.3% (9/52), respectively. CONCLUSIONS: The algorithm performed with high sensitivity and reasonable specificity in identifying positive SIRVA cases. The NLP algorithm can potentially be used in future population-based studies to identify this rare adverse event, avoiding labor-intensive chart review validation.


Shoulder Injuries , Vaccination , Vaccines , Algorithms , Humans , Natural Language Processing , Shoulder Injuries/epidemiology , Shoulder Injuries/etiology , United States/epidemiology , Vaccination/adverse effects , Vaccines/adverse effects
6.
Ann Intern Med ; 175(5): 634-643, 2022 05.
Article En | MEDLINE | ID: mdl-35313110

BACKGROUND: Although shoulder conditions have been reported as an adverse event after intramuscular vaccination in the deltoid muscle, epidemiologic data on shoulder conditions after vaccination are limited. OBJECTIVE: To estimate the risk for shoulder conditions after vaccination and assess possible risk factors. DESIGN: Retrospective cohort study. SETTING: Kaiser Permanente Southern California, a large integrated health care organization. PARTICIPANTS: Kaiser Permanente Southern California members aged 3 years or older who had an intramuscular vaccination administered in the deltoid muscle between 1 April 2016 and 31 December 2017. MEASUREMENTS: A natural language processing (NLP) algorithm was used to identify potential shoulder conditions among vaccinated persons with shoulder disorder diagnosis codes. All NLP-identified cases were manually chart confirmed on the basis of our case definition. The characteristics of vaccinated persons with and without shoulder conditions were compared. RESULTS: Among 3 758 764 administered vaccinations, 371 cases of shoulder condition were identified, with an estimated incidence of 0.99 (95% CI, 0.89 to 1.09) per 10 000 vaccinations. The incidence was 1.22 (CI, 1.10 to 1.35) for the adult (aged ≥18 years) and 0.05 (CI, 0.02 to 0.14) for the pediatric (aged 3 to 17 years) vaccinated populations. In the adult vaccinated population, advanced age, female sex, an increased number of outpatient visits in the 6 months before vaccination, lower Charlson Comorbidity Index, and pneumococcal conjugate vaccine were associated with a higher risk for shoulder conditions. Among influenza vaccines, quadrivalent vaccines were associated with an increased risk for shoulder conditions. Simultaneous administration of vaccines was associated with a higher risk for shoulder conditions among elderly persons. LIMITATION: Generalizability to other health care settings, use of administrative data, and residual confounding. CONCLUSION: These population-based data suggest a small absolute risk for shoulder conditions after vaccination. Given the high burden of shoulder conditions, clinicians should pay attention to any factors that may further increase risks. PRIMARY FUNDING SOURCE: Centers for Disease Control and Prevention.


Influenza Vaccines , Shoulder , Vaccination , Adolescent , Adult , Aged , Child , Child, Preschool , Female , Humans , Incidence , Influenza Vaccines/adverse effects , Male , Middle Aged , Retrospective Studies , Shoulder/physiopathology , Vaccination/adverse effects , Young Adult
7.
J Am Geriatr Soc ; 70(4): 1136-1146, 2022 04.
Article En | MEDLINE | ID: mdl-34936090

BACKGROUND: No prior studies have examined the effects of home-based primary care (HBPC) in persons living with dementia (PLWD), within an ecosystem of serious illness care in an integrated healthcare system. Our objectives were to compare the characteristics of PLWD receiving HBPC and their hospital utilization and end-of-life care, with those of a matched comparison group, and to understand the experiences of family caregivers of PLWD receiving HBPC. METHODS: This mixed-methods study used a retrospective observational cohort design with PLWD receiving HBPC (n = 287) from 2015 to 2020 and a strata-matched comparison group (n = 861), and qualitative phone interviews with 16 HBPC family caregivers in 2020. Inverse probability of treatment weighting propensity score-adjusted models were used to compare time-to-first hospital-based utilization and, for decedents, home palliative and hospice care and place of death. Care experience was captured through caregiver interviews. RESULTS: Patients receiving HBPC had a similar risk of hospital utilization [adjusted hazard ratio, 1.06 (95% CI: 0.89-1.26), p = 0.51] as a matched non-HBPC comparison group after a median follow-up of 199 days. However, HBPC decedents (n = 159) were more likely to receive home palliative care or hospice [rate ratio, RR: 1.23 (95% CI: 1.07-1.42), p < 0.01] and to die at home [RR: 1.66 (95% CI: 1.35-2.05), p < 0.001] than were non-HBPC decedents (n = 423). Caregivers reported that HBPC provided coordinated, continuous, and convenient care that was aligned with families' priorities and goals; however, some expressed unmet needs, especially for help paying for personal care and medical supplies/equipment, and a desire for clearer communication about program operations and more quality oversight for contract services. CONCLUSIONS: Although HBPC for PLWD was associated with a similar risk of hospital utilization compared to a matched non-HBPC comparison group, HBPC resulted in more patient-centered end-of-life care for decedents. Prospective studies of HBPC that further elicit and address unmet needs are warranted.


Dementia , Home Care Services , Dementia/therapy , Ecosystem , Humans , Primary Health Care , Prospective Studies , Retrospective Studies
8.
J Am Acad Orthop Surg ; 30(2): e155-e163, 2022 Jan 15.
Article En | MEDLINE | ID: mdl-34967797

BACKGROUND: Despite national recommendations, influenza vaccination rates during hospitalizations remain low. Inpatient hospitalization for orthopaedic surgery remains a largely missed opportunity for vaccination. To address potential concerns regarding safety, we evaluated whether influenza vaccination during hospitalization for orthopaedic surgery increases evaluations for infection postdischarge because patients and clinicians often cite fear of this potential outcome. METHODS: This was a retrospective cohort study that was conducted among patients of a large integrated healthcare organization aged ≥6 months who were hospitalized for an orthopaedic surgery (defined by International Classification of Diseases, Ninth Revision procedure codes) between September 1 and March 31 from 2011 to 2014. Using propensity score matching (1:1) to adjust for confounding, we assessed the association between influenza vaccination during an inpatient stay for orthopaedic surgery and rates of readmission, emergency department visits, outpatient visits, fever (temperature ≥38.0°C), and evaluations for infections less than 7 days postdischarge. RESULTS: Overall, 2,395 hospitalizations with inpatient vaccination and 21,708 hospitalizations without inpatient vaccination were identified. Following successful balance of covariates (standardized difference <0.1 for all covariates) through 1:1 propensity score matching, we included 2,376 exposed patients and 2,376 unexposed patients in the matched analysis. In adjusted analyses, compared with those who were not vaccinated during hospitalization, those vaccinated during an inpatient stay for orthopaedic surgery had no statistically significant increase in readmission (relative risk [RR] = 1.00, 95% confidence interval [CI]: 0.75 to 1.34), emergency department visits (RR = 1.14, 95% CI: 0.93 to 1.41), fever (RR = 1.31, 95% CI: 0.81 to 2.12), or clinical workups for infection (RR = 1.08, 95% CI: 0.98 to 1.18). A marginally increased risk of outpatient visits in the 7 days postdischarge was detected (RR = 1.13, 95% CI: 1.02 to 1.26). DISCUSSION: There was no evidence of a substantial increased risk of infection-related outcomes associated with influenza vaccination during hospitalization for orthopaedic surgery. Our data support the recommendation of vaccinating orthopaedic surgery patients against influenza perioperatively.


Influenza, Human , Orthopedic Procedures , Aftercare , Hospitalization , Humans , Influenza, Human/prevention & control , Orthopedic Procedures/adverse effects , Patient Discharge , Retrospective Studies , Vaccination
9.
Infect Dis (Lond) ; 53(10): 800-804, 2021 Oct.
Article En | MEDLINE | ID: mdl-33969791

BACKGROUND: Limited studies have explored post-discharge outcomes following Coronavirus Disease 2019 (COVID-19) hospitalisation. We sought to characterise patients discharged following a COVID-19 hospitalisation within a large integrated health system in the United States. METHODS: We performed a retrospective study of 2180 COVID-19 patients discharged between 1 April 2020 and 31 July 2020. The primary endpoint was all-cause observation stay or inpatient readmission within 30 days from discharge. Bivariate and multivariable logistic regression analyses were performed to estimate the association between key socio-demographic and clinical characteristics with risk of 30-day readmission. RESULTS: The 30-day readmission rate was 7.6% (n = 166); 30-day mortality rate was 1% (n = 19). Most readmissions were respiratory-related (58%) and occurred at a median time of 5 days post discharge. Adjusted models showed that prior hospitalisations (Odds Ratio = 2.36, [95% Confidence Interval: 1.59-3.50]), chronic pulmonary disease (1.57 [1.09-2.28]), and discharge to home health (1.46 [1.01-2.11]) were significantly associated with 30-day readmission. Longer duration from diagnosis to index admission was borderline associated with lower odds of readmission (0.95 [0.91-1.00]). CONCLUSION: Readmission and mortality rates for COVID-19 following discharge are low. Most readmissions occur early and are due to respiratory causes and may reflect the prolonged acute disease course.


COVID-19 , Delivery of Health Care, Integrated , Aftercare , Hospitalization , Humans , Patient Discharge , Patient Readmission , Retrospective Studies , Risk Factors , SARS-CoV-2 , United States/epidemiology
10.
JAMA Netw Open ; 2(8): e199657, 2019 08 02.
Article En | MEDLINE | ID: mdl-31418811

Importance: While observational studies show that physical inactivity is associated with worse outcomes in chronic obstructive pulmonary disease (COPD), there are no population-based trials to date testing the effectiveness of physical activity (PA) interventions to reduce acute care use or improve survival. Objective: To evaluate the long-term effectiveness of a community-based PA coaching intervention in patients with COPD. Design, Setting, and Participants: Pragmatic randomized clinical trial with preconsent randomization to the 12-month Walk On! (WO) intervention or standard care (SC). Enrollment occurred from July 1, 2015, to July 31, 2017; follow-up ended in July 2018. The setting was Kaiser Permanente Southern California sites. Participants were patients 40 years or older who had any COPD-related acute care use in the previous 12 months; only patients assigned to WO were approached for consent to participate in intervention activities. Interventions: The WO intervention included collaborative monitoring of PA step counts, semiautomated step goal recommendations, individualized reinforcement, and peer/family support. Standard COPD care could include referrals to pulmonary rehabilitation. Main Outcomes and Measures: The primary outcome was a composite binary measure of all-cause hospitalizations, observation stays, emergency department visits, and death using adjusted logistic regression in the 12 months after randomization. Secondary outcomes included self-reported PA, COPD-related acute care use, symptoms, quality of life, and cardiometabolic markers. Results: All 2707 eligible patients (baseline mean [SD] age, 72 [10] years; 53.7% female; 74.3% of white race/ethnicity; and baseline mean [SD] percent forced expiratory volume in the first second of expiration predicted, 61.0 [22.5]) were randomly assigned to WO (n = 1358) or SC (n = 1349). The intent-to-treat analysis showed no differences between WO and SC on the primary all-cause composite outcome (odds ratio [OR], 1.09; 95% CI, 0.92-1.28; P = .33) or in the individual outcomes. Prespecified, as-treated analyses compared outcomes between all SC and 321 WO patients who participated in any intervention activities (23.6% [321 of 1358] uptake). The as-treated, propensity score-weighted model showed nonsignificant positive estimates in favor of WO participants compared with SC on all-cause hospitalizations (OR, 0.84; 95% CI, 0.65-1.10; P = .21) and death (OR, 0.62; 95% CI, 0.35-1.11; P = .11). More WO participants reported engaging in PA compared with SC (47.4% [152 of 321] vs 30.7% [414 of 1349]; P < .001) and had improvements in the Patient-Reported Outcomes Measurement Information System 10 physical health domain at 6 months. There were no group differences in other secondary outcomes. Conclusions and Relevance: Participation in a PA coaching program by patients with a history of COPD exacerbations was insufficient to effect improvements in acute care use or survival in the primary analysis. Trial Registration: ClinicalTrials.gov identifier: NCT02478359.


Emergency Service, Hospital , Exercise Therapy/methods , Facilities and Services Utilization/statistics & numerical data , Hospitalization/statistics & numerical data , Mentoring/methods , Pulmonary Disease, Chronic Obstructive/therapy , Adult , Aged , Aged, 80 and over , Disease Progression , Female , Follow-Up Studies , Humans , Male , Middle Aged , Pulmonary Disease, Chronic Obstructive/mortality , Quality of Life , Self Report , Social Support , Treatment Outcome , Walking
11.
J Am Geriatr Soc ; 67(6): 1226-1233, 2019 06.
Article En | MEDLINE | ID: mdl-30830695

OBJECTIVES: The current evidence base regarding the effectiveness of home-based palliative care (HomePal) on outcomes of importance to multiple stakeholders remains limited. The purpose of this study was to compare end-of-life care in decedents who received HomePal with two cohorts that either received hospice only (HO) or did not receive HomePal or hospice (No HomePal-HO). DESIGN: Retrospective cohorts from an ongoing study of care transition from hospital to home. Data were collected from 2011 to 2016. SETTING: Kaiser Permanente Southern California. PARTICIPANTS: Decedents 65 and older who received HomePal (n = 7177) after a hospitalization and two comparison cohorts (HO only = 25 102; No HomePal-HO = 22 472). MEASUREMENTS: Utilization data were extracted from administrative, clinical, and claims databases, and death data were obtained from state and national indices. Days at home was calculated as days not spent in the hospital or in a skilled nursing facility (SNF). RESULTS: Patients who received HomePal were enrolled for a median of 43 days and had comparable length of stay on hospice as patients who enrolled only in hospice (median days = 13 vs 12). Deaths at home were comparable between HomePal and HO (59% vs 60%) and were higher compared with No HomePal-HO (16%). For patients who survived at least 6 months after HomePal admission (n = 2289), the mean number of days at home in the last 6 months of life was 163 ± 30 vs 161 ± 30 (HO) vs 149 ± 40 (No HomePal-HO). Similar trends were also noted for the last 30 days of life, 25 ± 8 (HomePal, n = 5516), 24 ± 8 (HO), and 18 ± 11 (No HomePal-HO); HomePal patients had a significantly lower risk of hospitalizations (relative risk [RR] = .58-.87) and SNF stays (RR = .32-.77) compared with both HO and No HomePal-HO patients. CONCLUSION: Earlier comprehensive palliative care in patients' home in place of or preceding hospice is associated with fewer hospitalizations and SNF stays and more time at home in the final 6 months of life. J Am Geriatr Soc, 2019.


Home Care Services/statistics & numerical data , Hospice Care/statistics & numerical data , Palliative Care/statistics & numerical data , Patient Transfer , Aged , Aged, 80 and over , California , Female , Hospitalization , Humans , Longitudinal Studies , Male , Medicare/statistics & numerical data , Nursing Homes , Retrospective Studies , United States
12.
BMC Cardiovasc Disord ; 19(1): 38, 2019 02 11.
Article En | MEDLINE | ID: mdl-30744554

BACKGROUND: Atrial fibrillation (AF) patients are routinely prescribed medications to prevent and treat complications, including those from common co-occurring comorbidities. However, adherence to such medications may be suboptimal. Therefore, we sought to identify risk factors for general medication non-adherence in a population of patients with atrial fibrillation. METHODS: Data were collected from a large, ethnically-diverse cohort of Kaiser Permanente Northern and Southern California adult members with incident diagnosed AF between January 1, 2006 and June 30, 2009. Self-reported questionnaires were completed between May 1, 2010 and September 30, 2010, assessing patient socio-demographics, health behaviors, health status, medical history and medication adherence. Medication adherence was assessed using a previously validated 3-item questionnaire. Medication non-adherence was defined as either taking medication(s) as the doctor prescribed 75% of the time or less, or forgetting or choosing to skip one or more medication(s) once per week or more. Electronic health records were used to obtain additional data on medical history. Multivariable logistic regression analyses examined the associations between patient characteristics and self-reported general medication adherence among patients with complete questionnaire data. RESULTS: Among 12,159 patients with complete questionnaire data, 6.3% (n = 771) reported medication non-adherence. Minority race/ethnicity versus non-Hispanic white, not married/with partner versus married/with partner, physical inactivity versus physically active, alcohol use versus no alcohol use, any days of self-reported poor physical health, mental health and/or sleep quality in the past 30 days versus 0 days, memory decline versus no memory decline, inadequate versus adequate health literacy, low-dose aspirin use versus no low-dose aspirin use, and diabetes mellitus were associated with higher adjusted odds of non-adherence, whereas, ages 65-84 years versus < 65 years of age, a Charlson Comorbidity Index score ≥ 3 versus 0, and hypertension were associated with lower adjusted odds of non-adherence. CONCLUSIONS: Several potentially preventable and/or modifiable risk factors related to medication non-adherence and a few non-modifiable risk factors were identified. These risk factors should be considered when assessing medication adherence among patients diagnosed with AF.


Atrial Fibrillation/drug therapy , Medication Adherence , Prescription Drugs/administration & dosage , Aged , Aged, 80 and over , Atrial Fibrillation/diagnosis , Atrial Fibrillation/epidemiology , California/epidemiology , Comorbidity , Cross-Sectional Studies , Female , Health Knowledge, Attitudes, Practice , Humans , Incidence , Male , Middle Aged , Polypharmacy , Risk Assessment , Risk Factors , Surveys and Questionnaires , Time Factors
13.
Mayo Clin Proc ; 94(3): 397-407, 2019 03.
Article En | MEDLINE | ID: mdl-30635116

OBJECTIVE: To determine whether influenza vaccination during hospitalization increases health care utilization, fever, and infection evaluations postdischarge. PATIENTS AND METHODS: This retrospective cohort study conducted at Kaiser Permanente Southern California included patients aged 6 months or older hospitalized in a Kaiser Permanente Southern California facility with admission and discharge dates between September 1 and March 31 of the following calendar year, from 2011 to 2014. All influenza vaccinations administered during the period of August 1 to April 30 for influenza seasons 2011-2012, 2012-2013, and 2013-2014 were identified. We compared the risk of outcomes of interest between those who received influenza vaccination during their hospitalization vs those who were never vaccinated that season or were vaccinated at other times using propensity score analyses with inverse probability of treatment weighting. Outcomes of interest included rates of outpatient and emergency department visits, readmissions, fever, and clinical laboratory evaluations for infection (urine, blood, and wound culture; complete blood cell count) in the 7 days following discharge. RESULTS: We included in the study 290,149 hospitalizations among 255,737 patients. In adjusted analyses, we found no increased risk of readmissions (relative risk [RR], 0.88; 95% CI, 0.83-0.95), outpatient visits (RR, 0.97; 95% CI, 0.95-0.99), fever (RR, 0.80; 95% CI, 0.68-0.93), and clinical evaluations for infection (RR, 0.95; 95% CI, 0.92-0.98) among those vaccinated during hospitalization compared with those who were never vaccinated or were vaccinated at other times. CONCLUSION: Our findings provide reassurance about the safety of influenza vaccination during hospitalization. Every contact with a health care professional, including during a hospitalization, is an opportunity to vaccinate.


Hospitalization/statistics & numerical data , Influenza Vaccines/administration & dosage , Influenza Vaccines/adverse effects , Influenza, Human/prevention & control , Vaccination/statistics & numerical data , Adolescent , Aged , California/epidemiology , Child , Child, Preschool , Cohort Studies , Emergency Service, Hospital/statistics & numerical data , Female , Humans , Infant , Influenza, Human/epidemiology , Male , Middle Aged , Retrospective Studies , Risk
14.
J Palliat Med ; 21(7): 913-923, 2018 07.
Article En | MEDLINE | ID: mdl-29649400

BACKGROUND: Additional evidence is needed regarding the impact of inpatient palliative care (IPC) on the quality of end-of-life care and downstream utilization. AIM: Examine the effects of IPC on quality of end-of-life care and acute and postacute care use in a large integrated system. DESIGN: Retrospective cohort design. SETTING/PARTICIPANTS: Adult decedents from January 1, 2012, to December 31, 2014, who had at least one hospitalization at 11 Kaiser Permanente Southern California medical centers in the 12 months before death and not hospitalized for a trauma-related condition or receiving home-based PC or hospice were included in the cohort. MATERIALS AND METHODS: Inverse probability of treatment weighting of propensity scores was used to compare outcomes between patients exposed to IPC (n = 3742) and controls (n = 12,755) who never received IPC before death. RESULTS: Patients who received IPC were more likely to enroll in home-based PC or hospice (69% vs. 43%) and were less likely to die in a hospital (15% vs. 29%) or intensive care (2% vs. 9%) compared with controls (all, p < 0.001). IPC exposure was associated with higher risk for rehospitalization (HR: 1.18, 95% CI 1.11-1.25) and more frequent emergency department visits (RR: 1.16, 95% CI 1.07-1.26) with no increase in postacute care use compared with controls. Stratified analyses showed that IPC effects on acute care utilization were dependent on code status. CONCLUSION: IPC exposure was associated with higher enrollment in home-based PC/hospice and more deaths at home. The increased acute care utilization by the IPC group may reflect persistent confounding by indication.


Critical Care/psychology , Hospice Care/psychology , Inpatients/psychology , Palliative Care/psychology , Quality of Life/psychology , Terminal Care/psychology , Aged , Aged, 80 and over , California , Cohort Studies , Female , Humans , Male , Middle Aged , Retrospective Studies
15.
J Am Heart Assoc ; 6(4)2017 Apr 11.
Article En | MEDLINE | ID: mdl-28400367

BACKGROUND: Atrial fibrillation (AF) is the most common clinically significant arrhythmia in adults and a major risk factor for ischemic stroke. Nonetheless, previous research suggests that many individuals diagnosed with AF lack awareness about their diagnosis and inadequate health literacy may be an important contributing factor to this finding. METHODS AND RESULTS: We examined the association between health literacy and awareness of an AF diagnosis in a large, ethnically diverse cohort of Kaiser Permanente Northern and Southern California adults diagnosed with AF between January 1, 2006 and June 30, 2009. Using self-reported questionnaire data completed between May 1, 2010 and September 30, 2010, awareness of an AF diagnosis was evaluated using the question "Have you ever been told by a doctor or other health professional that you have a heart rhythm problem called atrial fibrillation or atrial flutter?" and health literacy was assessed using a validated 3-item instrument examining problems because of reading, understanding, and filling out medical forms. Of the 12 517 patients diagnosed with AF, 14.5% were not aware of their AF diagnosis and 20.4% had inadequate health literacy. Patients with inadequate health literacy were less likely to be aware of their AF diagnosis compared with patients with adequate health literacy (prevalence ratio=0.96; 95% CI [0.94, 0.98]), adjusting for sociodemographics, health behaviors, and clinical characteristics. CONCLUSIONS: Lower health literacy is independently associated with less awareness of AF diagnosis. Strategies designed to increase patient awareness of AF and its complications are warranted among individuals with limited health literacy.


Atrial Fibrillation/psychology , Atrial Flutter/psychology , Awareness , Health Knowledge, Attitudes, Practice , Health Literacy , Aged , Aged, 80 and over , Atrial Fibrillation/diagnosis , Atrial Fibrillation/physiopathology , Atrial Fibrillation/therapy , Atrial Flutter/diagnosis , Atrial Flutter/physiopathology , Atrial Flutter/therapy , California , Comprehension , Cross-Sectional Studies , Female , Health Maintenance Organizations , Health Status , Humans , Male , Middle Aged , Patient Education as Topic , Socioeconomic Factors , Surveys and Questionnaires
16.
ERJ Open Res ; 2(1)2016 Jan.
Article En | MEDLINE | ID: mdl-27730174

The independent relationship between physical inactivity and risk of death after an index chronic obstructive pulmonary disease (COPD) hospitalisation is unknown. We conducted a retrospective cohort study in a large integrated healthcare system. Patients were included if they were hospitalised for COPD between January 1, 2011 and December 31, 2011. All-cause mortality in the 12 months after discharge was the primary outcome. Physical activity, expressed as self-reported minutes of moderate to vigorous physical activity (MVPA), was routinely assessed at outpatient visits prior to hospitalisation. 1727 (73%) patients were inactive (0 min of MVPA per week), 412 (17%) were insufficiently active (1-149 min of MVPA per week) and 231 (10%) were active (≥150 min of MVPA per week). Adjusted Cox regression models assessed risk of death across the MVPA categories. Among 2370 patients (55% females and mean age 73±11 years), there were 464 (20%) deaths. Patients who were insufficiently active or active had a 28% (adjusted HR 0.72 (95% CI 0.54-0.97), p=0.03) and 47% (adjusted HR 0.53 (95% CI 0.34-0.84), p<0.01) lower risk of death, respectively, in the 12 months following an index COPD hospitalisation compared to inactive patients. Any level of MVPA is associated with lower risk of all-cause mortality after a COPD hospitalisation. Routine assessment of physical activity in clinical care would identify persons at high risk for dying after COPD hospitalisation.

17.
Ann Intern Med ; 164(11): 715-23, 2016 Jun 07.
Article En | MEDLINE | ID: mdl-27043778

BACKGROUND: The comparative effectiveness of surgical and medical treatments on fracture risk in primary hyperparathyroidism (PHPT) is unknown. OBJECTIVE: To measure the relationship of parathyroidectomy and bisphosphonates with skeletal outcomes in patients with PHPT. DESIGN: Retrospective cohort study. SETTING: An integrated health care delivery system. PARTICIPANTS: All enrollees with biochemically confirmed PHPT from 1995 to 2010. MEASUREMENTS: Bone mineral density (BMD) changes and fracture rate. RESULTS: In 2013 patients with serial bone density examinations, total hip BMD increased transiently in women with parathyroidectomy (4.2% at <2 years) and bisphosphonates (3.6% at <2 years) and declined progressively in both women and men without these treatments (-6.6% and -7.6%, respectively, at >8 years). In 6272 patients followed for fracture, the absolute risk for hip fracture at 10 years was 20.4 events per 1000 patients who had parathyroidectomy and 85.5 events per 1000 patients treated with bisphosphonates compared with 55.9 events per 1000 patients without these treatments. The risk for any fracture at 10 years was 156.8 events per 1000 patients who had parathyroidectomy and 302.5 events per 1000 patients treated with bisphosphonates compared with 206.1 events per 1000 patients without these treatments. In analyses stratified by baseline BMD status, parathyroidectomy was associated with reduced fracture risk in both osteopenic and osteoporotic patients, whereas bisphosphonates were associated with increased fracture risk in these patients. Parathyroidectomy was associated with fracture risk reduction in patients regardless of whether they satisfied criteria from consensus guidelines for surgery. LIMITATION: Retrospective study design and nonrandom treatment assignment. CONCLUSION: Parathyroidectomy was associated with reduced fracture risk, and bisphosphonate treatment was not superior to observation. PRIMARY FUNDING SOURCE: National Institute on Aging.


Diphosphonates/adverse effects , Fractures, Bone/etiology , Hyperparathyroidism, Primary/drug therapy , Hyperparathyroidism, Primary/surgery , Parathyroidectomy/adverse effects , Aged , Bone Density , Female , Hip Fractures/etiology , Humans , Male , Middle Aged , Postoperative Complications , Retrospective Studies , Risk Factors
18.
J Clin Hypertens (Greenwich) ; 18(7): 641-6, 2016 07.
Article En | MEDLINE | ID: mdl-26542896

The objective of this study was to evaluate the effectiveness of an automated telephone system reminding patients with hypertension and/or cardiovascular disease to obtain overdue medication refills. The authors compared the intervention with usual care among patients with an overdue prescription for a statin or lisinopril-hydrochlorothiazide (lisinopril-HCTZ). The primary outcome was refill rate at 2 weeks. Secondary outcomes included time to refill and change in low-density lipoprotein cholesterol and blood pressure. Significantly more patients who received a reminder call refilled their prescription compared with the usual-care group (statin cohort: 30.3% vs 24.9% [P<.0001]; lisinopril-HCTZ cohort: 30.7% vs 24.2% [P<.0001]). The median time to refill was shorter in patients receiving the reminder call (statin cohort: 29 vs 36 days [P<.0001]; lisinopril-HCTZ cohort: 24 vs 31 days [P<.0001]). There were no statistically significant differences in mean low-density lipoprotein cholesterol and blood pressure. These findings suggest the need for interventions that have a longer-term impact.


Cardiovascular Diseases/drug therapy , Hydrochlorothiazide/therapeutic use , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Hypertension/drug therapy , Lisinopril/therapeutic use , Reminder Systems/statistics & numerical data , Aged , Drug Combinations , Female , Humans , Male , Middle Aged , Prescription Drugs , Telephone
19.
J Cardiopulm Rehabil Prev ; 35(5): 356-66, 2015.
Article En | MEDLINE | ID: mdl-26181038

PURPOSE: The evidence regarding the effects of pulmonary rehabilitation (PR) on health care resource use remains limited. This retrospective study evaluated the effects of PR on the primary outcome of all-cause hospitalizations and secondary outcomes of other health care use, exercise capacity, health-related quality of life (HRQOL), and body weight in patients with chronic obstructive pulmonary disease (COPD) in a large integrated health care system. METHODS: The PR cohort included 558 patients with a COPD diagnosis, age ≥ 40 years, who were treated with a bronchodilator or steroid inhaler, participated in 1 of 13 PR programs between January 1, 2008, and August 1, 2013, and were continuously enrolled in the health plan ≥ 12 months prior to and after PR. Two non-PR control cohorts were assembled for comparison. Data were extracted from electronic health records. The 6-minute walk test and St. George's Respiratory Questionnaire results were available for a subset. RESULTS: The proportion of patients who were hospitalized 12 months post-PR was lower compared with the 12 months prior (37% vs 45%, P = .001) while emergency department use was not different (52% vs 54%). Patients who declined PR for logistical reasons had a 40% higher risk of hospitalization than PR participants (relative risk = 1.40, 95% CI: 0.96-2.06, P = .08). There were significant improvements in the 6-minute walk test distance (+43 m) and the St. George's Respiratory Questionnaire total score (-9.6 points) but minimal changes in weight. CONCLUSIONS: Our finding that participation in PR is associated with reductions in hospitalizations corroborates previous studies. A notable strength of this study is the capture of complete utilization data.


Delivery of Health Care, Integrated , Hospitalization/statistics & numerical data , Pulmonary Disease, Chronic Obstructive/rehabilitation , Aged , Bronchodilator Agents/therapeutic use , Cohort Studies , Exercise Test/statistics & numerical data , Female , Humans , Male , Pulmonary Disease, Chronic Obstructive/drug therapy , Quality of Life , Retrospective Studies , Surveys and Questionnaires , Walking
20.
Am J Respir Crit Care Med ; 192(10): 1208-14, 2015 Nov 15.
Article En | MEDLINE | ID: mdl-26214244

RATIONALE: Pulmonary nodules are common incidental findings, but information about their incidence in the era of computed tomography (CT) is lacking. OBJECTIVES: To examine recent trends in pulmonary nodule identification. METHODS: We used electronic health records and natural language processing to identify members of an integrated health system who had nodules measuring 4 to 30 mm. We calculated rates of chest CT imaging, nodule identification, and receipt of a new lung cancer diagnosis within 2 years of nodule identification, and standardized rates by age and sex to estimate the frequency of nodule identification in the U.S. population in 2010. MEASUREMENTS AND MAIN RESULTS: Between 2006 and 2012, more than 200,000 adult members underwent 415,581 chest CT examinations. The annual frequency of chest CT imaging increased from 1.3 to 1.9% for all adult members, whereas the frequency of nodule identification increased from 24 to 31% for all scans performed. The annual rate of chest CT increased from 15.4 to 20.7 per 1,000 person-years, and the rate of nodule identification increased from 3.9 to 6.6 per 1,000 person-years, whereas the rate of a new lung cancer diagnosis remained stable. By extrapolation, more than 4.8 million Americans underwent at least one chest CT scan and 1.57 million had a nodule identified, including 63,000 who received a new lung cancer diagnosis within 2 years. CONCLUSIONS: Incidental pulmonary nodules are an increasingly common consequence of routine medical care, with an incidence that is much greater than recognized previously. More frequent nodule identification has not been accompanied by increases in the diagnosis of cancerous nodules.


Incidental Findings , Multiple Pulmonary Nodules/diagnostic imaging , Solitary Pulmonary Nodule/diagnostic imaging , Adolescent , Adult , Age Distribution , Aged , Aged, 80 and over , California/epidemiology , Disease Progression , Electronic Health Records , Female , Humans , Incidence , Lung Neoplasms/diagnosis , Lung Neoplasms/epidemiology , Male , Managed Care Programs/statistics & numerical data , Middle Aged , Multiple Pulmonary Nodules/epidemiology , Radiography, Thoracic , Retrospective Studies , Sex Distribution , Solitary Pulmonary Nodule/epidemiology , Tomography, X-Ray Computed , Young Adult
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