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Nevin Manimala Statistics

End-of-Life Health Resource Utilization for Limited English-Proficient Patients With Advanced Non-Small-Cell Lung Cancer

JCO Oncol Pract. 2022 Sep 6:OP2200110. doi: 10.1200/OP.22.00110. Online ahead of print.

ABSTRACT

PURPOSE: Limited English-proficient (LEP) patients with non-small-cell lung cancer (NSCLC) may receive less palliative care services and more likely to receive aggressive end-of-life (EoL) care. Goals of this retrospective cohort study are to compare access to community palliative home care (CPHC), do not resuscitate (DNR) form completion, place of death, and health resource utilization at EoL between English-proficient (EP) and LEP patients with NSCLC in Vancouver, Canada.

METHODS: All patients with advanced NSCLC referred in 2016 and received medical care were included. Patients were classified as LEP if seen with a medical interpreter. Descriptive statistics and univariate and multivariate analyses were used to compare the outcomes between the two groups.

RESULTS: One hundred eighty-six patients were referred, 66% EP. Rates of CPHC referral and DNR form completion were the same for both groups (84% and 92%, P = 1.00). LEP patients received earlier access to CPHC (15 v 10 weeks before death, P = .039). Rates of ER visits within 6 months and 30 days of death were 0.89 for EP patients and 0.7 for LEP patients, P = .374, and 0.1 for EP patients and 0.13 for LEP patients, P = .244. Hospitalization rates within 6 months and 30 days of death were 1.4 for EP patients and 1.59 for LEP patients, P = .640, and 0.67 for EP patients and 0.81 for LEP patients, P = .091. EP patients were more likely to have a home death (26% v 14%), whereas LEP patients died in acute care (23% v 14%) or a tertiary palliative care unit (24% v 19%). This was not statistically significant (P = .335). LEP patients had better median overall survival (8.5 v 5.4 months, P < .001), but when controlled by age, mutation, and EP status, only receipt of palliative-intent systemic therapy was statistically significant.

CONCLUSION: EP and LEP patients with NSCLC have similar referral rates to CPHC, DNR form completion, and EoL health resource utilization. The measured EoL variables did not demonstrate significant disparities between EP and LEP patients.

PMID:36067447 | DOI:10.1200/OP.22.00110

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Private Equity Acquisitions Of Ambulatory Surgical Centers Were Not Associated With Quality, Cost, Or Volume Changes

Health Aff (Millwood). 2022 Sep;41(9):1291-1298. doi: 10.1377/hlthaff.2021.01904.

ABSTRACT

Ambulatory surgical centers (ASCs) are increasingly being acquired by private equity firms, yet the implications for patients remain understudied. In this study we employed a quasi-experimental difference-in-differences design within an event study framework to assess changes in outcomes associated with the acquisition of ASCs by private equity entities. Using a two-way fixed effects model, we assessed the baseline probability of an unplanned hospital visit, total costs, and total encounters three years preacquisition compared with three years postacquisition in ASCs acquired by private equity versus those acquired by non-private equity entities. We identified ninety-one ASCs acquired by private equity and fifty-seven ASCs acquired by non-private equity entities during the period 2011-14. There was no statistically significant observed change in the probability of an unplanned hospital visit, total costs, or total encounters after acquisition by private equity relative to acquisition by non-private equity entities. When we compared private equity-acquired ASCs with matched ASCs that were never acquired, we also found no statistically significant relative change in the probability of an unplanned hospital visit, total costs, or total encounters. Regulators should ensure that data on private equity acquisitions are transparent and that data are available to track the long-term quality and financial implications of these acquisitions.

PMID:36067436 | DOI:10.1377/hlthaff.2021.01904

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Enrollment Brokers Did Not Increase Medicaid Enrollment, 2008-18

Health Aff (Millwood). 2022 Sep;41(9):1333-1341. doi: 10.1377/hlthaff.2022.00182.

ABSTRACT

Between 2008 and 2018, six states and Washington, D.C., began contracting with enrollment brokers to facilitate enrollment into Medicaid, joining the eighteen states that already had such contracts in place as of 2008. Using newly collected data covering all contracts between state Medicaid agencies and independent enrollment brokers during this period, we compared changes in Medicaid participation following the initiation of contracts with enrollment brokers with contemporaneous changes in Medicaid participation in states that never contracted with brokers. We found that contract initiation had no statistically significant effects on state-level Medicaid participation. We further found no evidence of other enrollment-related benefits, such as improved application processing times.

PMID:36067426 | DOI:10.1377/hlthaff.2022.00182

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Influences, Barriers, and Facillitators to COVID-19 Vaccination: A Cross-sectional Survey on Vaccine Hesitancy in Two Rural States

JMIR Form Res. 2022 Sep 2. doi: 10.2196/39109. Online ahead of print.

ABSTRACT

BACKGROUND: Vaccination remains one of the most effective ways to limit the spread of infectious diseases such as severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the virus responsible for coronavirus disease-2019 (COVID-19. Unfortunately, vaccination hesitancy continues to be a threat to national and global health. Further research is necessary to determine the modifiable and non-modifiable factors contributing to COVID-19 vaccine hesitancy in under resourced, under-served, and at risk rural and urban communities.

OBJECTIVE: To identify, understand, and address modifiable barriers and factors contributing to COVID-19 vaccine hesitancy among vaccine eligible individuals with access to the vaccine in Alaska and Idaho.

METHODS: An electronic survey based on the World Health Organization (WHO) Strategic Advisory Group on Experts (SAGE) on Immunization survey tool and investigators’ previous work was created and distributed in June-July 2021. To be eligible to participate in the survey, individuals had to be ≥18 years of age and reside in Alaska or Idaho. Responses were grouped into four mutually exclusive cohorts for data analysis and reporting based on intentions to be vaccinated. Respondent characteristics and vaccine influences between cohorts were compared using chi-square tests and ANOVA. Descriptive statistics were also used.

RESULTS: There were data from 736 usable surveys with 40 respondents that did not intend to be vaccinated, 27 unsure of their intentions, 8 that intended to be fully vaccinated with no doses received, and 661 fully vaccinated or that intended to be with one dose received. There were significant difference in characteristics and influences between those that were COVID-19 vaccine hesitant and those who have been vaccinated. Concerns related to possible side effects, enough information on long-term side effects, and enough information that is specific to respondent’s health conditions were seen in those that did not intend to be fully vaccinated and unsure about vaccination. In all cohorts except those that did not intend to be fully vaccinated, more information about how well the vaccine works was a likely facilitator to vaccination.

CONCLUSIONS: These survey results from two rural states indicate that recognition of individual characteristics may influence vaccine choices. However, these individual characteristics represent only a starting point in delivering tailored messages that should come from trusted sources to address vaccination barriers.

PMID:36067411 | DOI:10.2196/39109

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Racial disparities in menopausal hormone therapy acceptance: a pilot study

Menopause. 2022 Sep 6. doi: 10.1097/GME.0000000000002061. Online ahead of print.

ABSTRACT

OBJECTIVE: Previous studies provide little data on the role of race in acceptance and utilization of hormone therapy. Our primary objective was to examine differences in hormone therapy acceptance between self-reported racial groups, whereas our secondary objective was to assess patient comorbidities and reported symptom frequency at presentation in these cohorts in a menopause-focused care clinic.

METHODS: We conducted a retrospective medical record review of patients presenting to a menopause clinic at an urban university-affiliated academic medical center in the Midsouth between July 2018 and July 2021. Statistical analysis was performed with Student t tests and odds ratios and P values ≤ 0.05 were considered statistically significant. During the 3-year study period, 113 patients presented with menopausal symptoms and were included in the study.

RESULTS: The cohort’s self-reported racial composition was 51% Black (58 patients), and 42% White (47), and 7% unknown/declined to answer (8). Of the 42 patients who presented to the clinic with a primary complaint of vasomotor symptoms, 55% (23 patients) accepted lifestyle modification therapy, and 45% (19 patients) accepted hormone therapy. Of 34 patients who presented with a primary complaint of vaginal dryness, 85% (29 patients) accepted the recommendation of moisturizers or lubricants, whereas only 15% (5) accepted vaginal hormone therapy. Of patients with vasomotor symptoms, 10 (25%) were excluded from eligibility for systemic hormone therapy due to medical comorbidities. Thirty-seven individuals were eligible for systemic hormone therapy; 18 (49%) White patients accepted hormone therapy; however, only 9 (24%) Black patients accepted with similar clinical criteria (P = 0.01). Black patients were 24% less likely to accept hormones for menopausal symptom management. The odds ratio was 0.24 (95% confidence interval, 0.09-0.64).

CONCLUSIONS: Our pilot study suggests a racial disparity in acceptance of both systemic and local hormonal therapy among perimenopausal and postmenopausal patients. The presence of racial disparity in acceptance of these treatment modalities can inform clinicians about patient factors affecting treatment choice for menopausal symptoms and opportunities to explore racial differences in quality of care.

PMID:36067406 | DOI:10.1097/GME.0000000000002061

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Behavioral interventions for improving sleep outcomes in menopausal women: a systematic review and meta-analysis

Menopause. 2022 Sep 6. doi: 10.1097/GME.0000000000002051. Online ahead of print.

ABSTRACT

IMPORTANCE: Perimenopausal and postmenopausal women commonly report sleep disruption and insomnia. Behavioral interventions may be safe alternatives for patients who are unwilling to begin pharmacological treatments because of adverse effects, contraindications, or personal preference.

OBJECTIVE: The primary objective is to assess the efficacy of behavioral interventions on sleep outcomes among perimenopausal and postmenopausal women, as measured using standardized scales and objective methods (polysomnography, actigraphy). The secondary objective is to evaluate the safety of these methods through occurrence of adverse events.

EVIDENCE REVIEW: Searches were performed within MEDLINE (OVID interface, 1946 onward), Embase (OVID interface, 1974 onward), Cochrane Central Register of Controlled Trials (CENTRAL), PubMed, and Web of Science (Core collection) using a search strategy developed in consultation with a health sciences librarian. Title/abstract and full-text screenings were performed in duplicate, and relevant studies were selected based on inclusion and exclusion criteria set to identify randomized controlled trials evaluating the effects of behavioral interventions on sleep quality. Risk of bias assessments were done using the Cochrane Risk of Bias 2 tool, and the Grading of Recommendations Assessment, Development and Evaluation approach was used to assess the certainty of the body of evidence. Data were pooled in a meta-analysis using a random-effects model.

FINDINGS: Nineteen articles reporting results from 16 randomized controlled trials were included, representing a total of 2,108 perimenopausal and postmenopausal women. Overall, behavioral interventions showed a statistically significant effect on sleep outcomes (standardized mean difference [SMD], -0.62; 95% confidence interval [CI], -0.88 to -0.35; I2 = 93.4%). Subgroup analyses revealed that cognitive behavioral therapy (SMD, -0.40; 95% CI, -0.70 to -0.11; I2 = 72.7%), physical exercise (SMD, -0.57; 95% CI, -0.94 to -0.21; I2 = 94.0%), and mindfulness/relaxation (SMD, -1.28; 95% CI, -2.20 to -0.37; I2 = 96.0%) improved sleep, as measured using both subjective (eg, Pittsburg Sleep Quality Index) and objective measures. Low-intensity (SMD, -0.91; 95% CI, -1.59 to -0.24; I2 = 96.8) and moderate-intensity exercise (SMD, -0.21; 95% CI, -0.34 to -0.08; I2 = 0.0%) also improved sleep outcomes. No serious adverse events were reported. Overall risk of bias ranged from some concern to serious, and the certainty of the body of evidence was assessed to be of very low quality.

CONCLUSIONS AND RELEVANCE: This meta-analysis provides evidence that behavioral interventions, specifically, cognitive behavioral therapy, physical exercise, and mindfulness/relaxation, are effective treatments for improving sleep outcomes among perimenopausal and postmenopausal women.

PMID:36067398 | DOI:10.1097/GME.0000000000002051

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Marijuana Use in Patients with Gastroparesis

Cannabis Cannabinoid Res. 2022 Sep 6. doi: 10.1089/can.2022.0189. Online ahead of print.

ABSTRACT

Aim: The primary aim was to determine the prevalence of marijuana use among patients hospitalized for gastroparesis. The secondary aim was to identify independent variables associated with marijuana use compared with nonmarijuana-related gastroparesis hospitalization. Methods: We use the nationwide inpatient sample database from January 2012 to December 2014. The patients included in this study were the ones with primary diagnosis of gastroparesis and marijuana use. The analysis was performed using the Statistical Package for the Social Sciences 27 (SPSS) and a multivariable regression was conducted to identify independent variables. Results: We found 50,170 patients with a primary diagnosis of gastroparesis. The prevalence of marijuana use among patients hospitalized for gastroparesis was 4.2%. Multivariate regression analysis was performed, adjusting for confounders. The variables found to increase the odds of cannabis use in gastroparesis populations independently were age interval of 18-35 and 36-50 years, male, Black and Asian, median household income 1-25th percentile, Medicaid insurance, no charge hospitalization, and smoking. Cannabis use was associated with lower odds of vomiting. Conclusion: Patients who used marijuana were younger and of African American, Asian, or Pacific Islander descent. They had Medicaid insurance and a lower median household income.

PMID:36067326 | DOI:10.1089/can.2022.0189

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Explaining happiness trends in Europe

Proc Natl Acad Sci U S A. 2022 Sep 13;119(37):e2210639119. doi: 10.1073/pnas.2210639119. Epub 2022 Sep 6.

ABSTRACT

In Europe, differences among countries in the overall change in happiness since the early 1980s have been due chiefly to the generosity of welfare state programs-increasing happiness going with increasing generosity and declining happiness with declining generosity. This is the principal conclusion from a time-series study of 10 Northern, Western, and Southern European countries with the requisite data. In the present study, cross-section analysis of recent data gives a misleading impression that economic growth, social capital, and/or quality of the environment are driving happiness trends, but in the long-term, time-series data, these variables have no relation to happiness.

PMID:36067317 | DOI:10.1073/pnas.2210639119

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Nevin Manimala Statistics

Correction to: Heart Disease and Stroke Statistics-2022 Update: A Report From the American Heart Association

Circulation. 2022 Sep 6;146(10):e141. doi: 10.1161/CIR.0000000000001074. Epub 2022 Sep 6.

NO ABSTRACT

PMID:36067280 | DOI:10.1161/CIR.0000000000001074

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Associations between insomnia and pregnancy and perinatal outcomes: Evidence from mendelian randomization and multivariable regression analyses

PLoS Med. 2022 Sep 6;19(9):e1004090. doi: 10.1371/journal.pmed.1004090. Online ahead of print.

ABSTRACT

BACKGROUND: Insomnia is common and associated with adverse pregnancy and perinatal outcomes in observational studies. However, those associations could be vulnerable to residual confounding or reverse causality. Our aim was to estimate the association of insomnia with stillbirth, miscarriage, gestational diabetes (GD), hypertensive disorders of pregnancy (HDP), perinatal depression, preterm birth (PTB), and low/high offspring birthweight (LBW/HBW).

METHODS AND FINDINGS: We used 2-sample mendelian randomization (MR) with 81 single-nucleotide polymorphisms (SNPs) instrumenting for a lifelong predisposition to insomnia. Our outcomes included ever experiencing stillbirth, ever experiencing miscarriage, GD, HDP, perinatal depression, PTB (gestational age <37 completed weeks), LBW (<2,500 grams), and HBW (>4,500 grams). We used data from women of European descent (N = 356,069, mean ages at delivery 25.5 to 30.0 years) from UK Biobank (UKB), FinnGen, Avon Longitudinal Study of Parents and Children (ALSPAC), Born in Bradford (BiB), and the Norwegian Mother, Father and Child Cohort (MoBa). Main MR analyses used inverse variance weighting (IVW), with weighted median and MR-Egger as sensitivity analyses. We compared MR estimates with multivariable regression of insomnia in pregnancy on outcomes in ALSPAC (N = 11,745). IVW showed evidence of an association of genetic susceptibility to insomnia with miscarriage (odds ratio (OR): 1.60, 95% confidence interval (CI): 1.18, 2.17, p = 0.002), perinatal depression (OR 3.56, 95% CI: 1.49, 8.54, p = 0.004), and LBW (OR 3.17, 95% CI: 1.69, 5.96, p < 0.001). IVW results did not support associations of insomnia with stillbirth, GD, HDP, PTB, and HBW, with wide CIs including the null. Associations of genetic susceptibility to insomnia with miscarriage, perinatal depression, and LBW were not observed in weighted median or MR-Egger analyses. Results from these sensitivity analyses were directionally consistent with IVW results for all outcomes, with the exception of GD, perinatal depression, and PTB in MR-Egger. Multivariable regression showed associations of insomnia at 18 weeks of gestation with perinatal depression (OR 2.96, 95% CI: 2.42, 3.63, p < 0.001), but not with LBW (OR 0.92, 95% CI: 0.69, 1.24, p = 0.60). Multivariable regression with miscarriage and stillbirth was not possible due to small numbers in index pregnancies. Key limitations are potential horizontal pleiotropy (particularly for perinatal depression) and low statistical power in MR, and residual confounding in multivariable regression.

CONCLUSIONS: In this study, we observed some evidence in support of a possible causal relationship between genetically predicted insomnia and miscarriage, perinatal depression, and LBW. Our study also found observational evidence in support of an association between insomnia in pregnancy and perinatal depression, with no clear multivariable evidence of an association with LBW. Our findings highlight the importance of healthy sleep in women of reproductive age, though replication in larger studies, including with genetic instruments specific to insomnia in pregnancy are important.

PMID:36067251 | DOI:10.1371/journal.pmed.1004090