Searched for: school:SOM
Department/Unit:Population Health
Augmented likelihood for incorporating auxiliary information into left-truncated data
Shi, Yidan; Zeng, Leilei; Thompson, Mary E; Tyas, Suzanne L
Time-to-event data are often subject to left-truncation. Lack of consideration of the sampling condition will introduce bias and loss in efficiency of the estimation. While auxiliary information from the same or similar cohorts may be available, challenges arise due to the practical issue of accessibility of individual-level data and taking account of various sampling conditions for different cohorts. In this paper, we introduce a likelihood-based method to incorporate information from auxiliary data to eliminate the left-truncation problem and improve efficiency. A one-step Monte-Carlo Expectation-Maximization algorithm is developed to calculate an augmented likelihood through creating pseudo-data sets which extend the form and conditions of the observed sample. The method is illustrated by both a real dataset and simulation studies.
PMID: 34046812
ISSN: 1572-9249
CID: 5740652
Telehealth as a new care delivery model: The headache provider experience
Minen, Mia T; Szperka, Christina L; Kaplan, Kayla; Ehrlich, Annika; Riggins, Nina; Rizzoli, Paul; Strauss, Lauren Doyle
OBJECTIVE:To assess telehealth practice for headache visits in the United States. BACKGROUND:The rapid roll out of telehealth during the COVID-19 pandemic impacted headache specialists. METHODS:American Headache Society (AHS) members were emailed an anonymous survey (9/9/20-10/12/20) to complete if they had logged ≥2 months or 50+ headache visits via telehealth. RESULTS:Out of 1348 members, 225 (16.7%) responded. Most were female (59.8%; 113/189). Median age was 47 (interquartile range [IQR] 37-57) (N = 154). The majority were MD/DOs (83.7%; 159/190) or NP/PAs (14.7%; 28/190), and most (65.1%; 123/189) were in academia. Years in practice were 0-3: 28; 4-10: 58; 11-20: 42; 20+: 61. Median number of telehealth visits was 120 (IQR 77.5-250) in the prior 3 months. Respondents were "comfortable/very comfortable" treating via telehealth (a) new patient with a chief complaint of headache (median, IQR 4 [3-5]); (b) follow-up for migraine (median, IQR 5 [5-5]); (c) follow-up for secondary headache (median, IQR 4 [3-4]). About half (51.1%; 97/190) offer urgent telehealth. Beyond being unable to perform procedures, top barriers were conducting parts of the neurologic exam (157/189), absence of vital signs (117/189), and socioeconomic/technologic barriers (91/189). Top positive attributes were patient convenience (185/190), reducing patient travel stress (172/190), patient cost reduction (151/190), flexibility with personal matters (128/190), patient comfort at home (114/190), and patient medications nearby (103/190). Only 21.3% (33/155) of providers said telehealth visit length differed from in-person visits, and 55.3% (105/190) believe that the no-show rate improved. On a 1-5 Likert scale, providers were "interested"/"very interested" in digitally prescribing headache apps (median 4, IQR 3-5) and "interested"/"very interested" in remotely monitoring patient symptoms (median 4, IQR 3-5). CONCLUSIONS:Respondents were comfortable treating patients with migraine via telehealth. They note positive attributes for patients and how access may be improved. Technology innovations (remote vital signs, digitally prescribing headache apps) and remote symptom monitoring are areas of interest and warrant future research.
PMID: 34309828
ISSN: 1526-4610
CID: 5004022
Increases in Frequent Vaping of Cannabis Among High School Seniors in the United States, 2018-2019
Palamar, Joseph J
PURPOSE/OBJECTIVE:Studies have examined trends in cannabis vaping, but research is needed to examine trends in more frequent use as this may increase risk for adverse health outcomes. METHODS:Data were from 12,561 high school seniors participating in the Monitoring the Future national study. Prevalence of self-reported frequent vaping of cannabis (defined as using ≥10 times in the past month) was compared between 2018 and 2019 cohorts. RESULTS:Frequent vaping of cannabis significantly increased from 2.1% to 4.9%, a 131.4% increase. This increase was larger than the increase for any vaping of cannabis (which increased 85.9%). Notable significant increases occurred among students aged ≥18 years (a 154.9% increase), female students (a 183.5% increase), those who go out 4-7 evenings per week (a 163.0% increase), and those reporting past-year nonmedical prescription opioid use (a 184.7% increase). CONCLUSIONS:Frequent vaping of cannabis is increasing among adolescents in the United States, particularly among selected subgroups.
PMCID:8238831
PMID: 33972170
ISSN: 1879-1972
CID: 4924152
Emerging Palliative Care Innovations in the ED: A Qualitative Analysis of Programmatic Elements During the COVID-19 Pandemic
Aaronson, Emily Loving; Daubman, Bethany-Rose; Petrillo, Laura; Bowman, Jason; Ouchi, Kei; Gips, Alexa; Traeger, Lara; Jackson, Vicki; Grudzen, Corita; Ritchie, Christine Seel
CONTEXT/BACKGROUND:Health systems have aspired to integrate palliative care (PC) into the emergency department (ED) to improve care quality for over a decade, yet there are very few examples of implemented models in the literature. The coronavirus disease 2019 (COVID-19) pandemic led to an increase in the volume of seriously ill patients in EDs and a consequent rapid increase in PC integration in many EDs. OBJECTIVES/OBJECTIVE:To describe the new PC-ED delivery innovations that emerged during the COVID-19 pandemic. METHODS:For this qualitative study of PC programs in EDs, semistructured interviews were conducted with ED and PC clinicians between June 30, 2020 and August 18, 2020. Participants were asked about PC-ED integration before, during, and after COVID. We conducted a two-phased rapid analysis using a rapid analysis template and consolidated matrix to identify innovations. RESULTS:Using purposive and snowball sampling, we interviewed 31 participants, representing 52 hospitals. Several new innovations in care delivery were identified. These included elements of fully embedded PC, the use of PC extenders, technology both within the electronic medical record and outside it, and innovations in training emergency clinicians in primary PC skills to support care delivery. Most PC efforts focused on increasing goals-of-care conversations. Institutions that implemented these programs reported that they increased PC utilization in the ED, were well received by clinicians, and changed patient's care trajectories. CONCLUSION/CONCLUSIONS:Several new innovations in PC-ED care delivery emerged during COVID. Many innovations leveraged different types of clinicians to deliver care, an increased physical presence of PC in the ED, and used technology to enhance care delivery. These innovations may serve as a framework for institutions as they plan for evolving needs in the ED during and after COVID. Additional research is needed to evaluate the impact of these programs and understand their applicability beyond the pandemic.
PMCID:7645272
PMID: 33161031
ISSN: 1873-6513
CID: 4702172
Nonfatal Assault Injury Trends in California, 2005 to 2015
Rowe, Christopher L; Matthay, Ellicott C; Ahern, Jennifer
Interpersonal violence is a major global public health problem, and the burden of nonfatal assault injuries is far greater than that of homicides. To understand trends and inform prevention priorities, we sought to describe nonfatal assault injury trends across demographic groups from 2005 to 2015 in California, USA. Comprehensive hospitalization and emergency department discharge records were used to estimate annual rates of nonfatal assault injury overall and by means and age group and age-standardized annual rates by race/ethnicity, gender, and county. The overall rate of assault injury was stable in California from 2005 to 2015 (mean = 364 per 100,000), but there was substantial heterogeneity across demographic groups, including increases among African Americans (900 to 1,194), American Indian/Alaskan Natives (423 to 572), older individuals (age 25-29 = 697 to 727; 30-39 = 495 to 557; 40-49 = 352 to 404; 50-59 = 194 to 313; 60+ = 66 to 106), and women (199 to 252). Assault injury rates increased among several demographic groups, warranting the attention of professionals involved in violence prevention efforts. Epidemiologic examination to better understand causes of increases can inform prevention efforts. Similar analyses should be applied to other settings to determine how broadly these patterns are observed.
PMID: 30819036
ISSN: 1552-6518
CID: 5031382
Capturing Environmental Dimensions of Adversity and Resources in the Context of Poverty Across Infancy Through Early Adolescence: A Moderated Nonlinear Factor Model
DeJoseph, Meriah L; Sifre, Robin D; Raver, C Cybele; Blair, Clancy B; Berry, Daniel
Income, education, and cumulative-risk indices likely obscure meaningful heterogeneity in the mechanisms through which poverty impacts child outcomes. This study draws from contemporary theory to specify multiple dimensions of poverty-related adversity and resources, with the aim of better capturing these nuances. Using data from the Family Life Project (NÂ =Â 1,292), we leveraged moderated nonlinear factor analysis (Bauer, 2017) to establish group- and longitudinally invariant environmental measures from infancy to early adolescence. Results indicated three latent factors-material deprivation, psychosocial threat, and sociocognitive resources-were distinct from each other and from family income. Each was largely invariant across site, racial group, and development and showed convergent and discriminant relations with age-twelve criterion measures. Implications for ensuring socioculturally valid measurements of poverty are discussed.
PMID: 33411404
ISSN: 1467-8624
CID: 4764882
Examining the Effects of Changes in Classroom Quality on Within-Child Changes in Achievement and Behavioral Outcomes
Watts, Tyler W; Nguyen, Tutrang; Carr, Robert C; Vernon-Feagans, Lynne; Blair, Clancy
This study examines whether changes in classroom quality predict within-child changes in achievement and behavioral problems in elementary school (ages spanning approximately 6-11 years old). Drawing on data from a longitudinal study of children in predominantly low-income, nonurban communities (n = 1,078), we relied on child fixed effects modeling, which controlled for stable factors that could bias the effects of classroom quality. In general, we found that changes in classroom quality had small and statistically nonsignificant effects on achievement and behavior. However, we found that moving into a high-quality classroom, particularly those rated as high in Classroom Organization, had positive effects on achievement and behavior for children with significant exposure to poverty in early life.
PMID: 33782953
ISSN: 1467-8624
CID: 4847802
Chronic Care, Dementia Care Management, and Financial Considerations
Coe, Norma; Boyd, Cynthia; Chodosh, Joshua
The needs of persons living with Alzheimer's disease and Alzheimer's disease-related dementia (AD/ADRD) are challenged by tremendous complexity impacting both care delivery and financing. Most persons living with dementia (PLWD) also suffer from other chronic medical or mental health conditions, which further burden quality of life and function. In addition to difficult treatment choices, optimal dementia care models likely involve people and services that are not typical pieces of the health care delivery system but are all critical partners-care partners, social workers, and community services, to name a few. More than 200 models of dementia care have demonstrated some efficacy. However, these successful interventions that might address much of the care needed by PLWD are uninsured in the United States, where insurance coverage has focused on acute care needs. This poses great difficulties for both care provision and care financing. In this article, we review these 3 key challenges: dementia care for those with chronic comorbid disease; care models that require people who are not typical providers in traditional care delivery systems; and the mandate to provide high-quality care that is currently not funded by usual health care insurance. We propose promising next steps that could substantially improve the lives of PLWD and the lives of their care partners, and highlight some of the many research questions that remain.
PMID: 34081893
ISSN: 1538-9375
CID: 4891902
Biomarkers of Immune Activation and Incident Kidney Failure With Replacement Therapy: Findings From the African American Study of Kidney Disease and Hypertension
Chen, Teresa K; Estrella, Michelle M; Appel, Lawrence J; Coresh, Josef; Luo, Shengyuan; Reiser, Jochen; Obeid, Wassim; Parikh, Chirag R; Grams, Morgan E
RATIONALE & OBJECTIVE:Immune activation is fundamental to the pathogenesis of many kidney diseases. Innate immune molecules such as soluble urokinase-type plasminogen activator receptor (suPAR) have been linked to the incidence and progression of chronic kidney disease (CKD). Whether other biomarkers of immune activation are associated with incident kidney failure with replacement therapy (KFRT) in African Americans with nondiabetic kidney disease is unclear. STUDY DESIGN:Prospective cohort. SETTING & PARTICIPANTS:African American Study of Kidney Disease and Hypertension (AASK) participants with available baseline serum samples for biomarker measurement. PREDICTORS:Baseline serum levels of soluble tumor necrosis factor receptor 1 (sTNFR1), sTNFR2, tumor necrosis factor α (TNF-α), and interferon γ (IFN-γ). OUTCOMES:Incident KFRT, all-cause mortality. ANALYTICAL APPROACH:Cox proportional hazards models. RESULTS:, and median urinary protein-creatinine ratio was 0.09g/g at baseline. Over a median follow up of 9.6 years, there were 161 (32%) KFRT and 113 (23%) death events. In models adjusted for demographic and clinical factors and baseline kidney function, each 2-fold higher baseline level of sTNFR1, sTNFR2, and TNF-α was associated with 3.66-fold (95% CI, 2.31-5.80), 2.29-fold (95% CI, 1.60-3.29), and 1.35-fold (95% CI, 1.07-1.71) greater risks of KFRT, respectively; in comparison, each doubling of baseline suPAR concentration was associated with 1.39-fold (95% CI, 1.04-1.86) greater risk of KFRT. sTNFR1, sTNFR2, and TNF-α were also significantly associated with death (up to 2.2-fold higher risks per 2-fold higher baseline levels; P≤0.01). IFN-γ was not associated with either outcome. None of the biomarkers modified the association of APOL1 high-risk status (genetic risk factors for kidney disease among individuals of African ancestry) with KFRT (P>0.05 for interaction). LIMITATIONS:Limited generalizability to other ethnic groups or causes of CKD. CONCLUSIONS:Among African Americans with CKD attributed to hypertension, baseline levels of sTNFR1, sTNFR2, and TNF-α but not IFN-γ were associated with KFRT and mortality.
PMCID:8238859
PMID: 33388403
ISSN: 1523-6838
CID: 5101832
Barriers and engagement in breast cancer survivorship wellness activities
Szuhany, Kristin L; Malgaroli, Matteo; Riley, Gabriella; Miron, Carly D; Suzuki, Rebecca; Park, Jae Hyung; Rosenthal, Jane; Chachoua, Abraham; Meyers, Marleen; Simon, Naomi M
PURPOSE/OBJECTIVE:Breast cancer survivors may be at risk for increased rates of emotional distress and poorer quality of life. Survivorship care plans (SCPs) promoting wellness activities may support well-being; however, survivors may not receive or engage in their SCPs. This study aimed to assess receipt and participation in SCP activities as well as barriers to engagement amongst breast cancer survivors. METHODS:Breast cancer survivors (n = 187; 99% female, Mean age = 57.7) consented and completed self-reported assessments of SCP recommendations, engagement and interest in wellness activities, and potential barriers to engagement. RESULTS:A minority of participants recalled receiving an SCP (21%). The most physician recommended (62%) and completed (53%) activity was exercise. Interest in adding other wellness activities to the SCP was high, with reported interest levels of approximately 50% for several activities (e.g., mind body, nutrition, psychotherapy interventions). Fully half reported that having a physician-designed plan would influence participation in activities. The most common reported barriers to SCP activity engagement were lack of time (82%), work/school (65%), and lack of information (65%). CONCLUSION/CONCLUSIONS:Few survivors recalled receiving a formal SCP, and lack of information about wellness activities was a commonly reported barrier to participation. Interest in wellness activities was generally high and may indicate the need for more formal prescription or motivation enhancement techniques to promote SCP engagement. There may be a clinical need to emphasize SCP recommendations to enhance recall and increase engagement in wellness activities that may reduce psychological distress and improve quality of life.
PMID: 34095986
ISSN: 1573-7217
CID: 4899592