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Using repeated measures to correct correlated measurement errors through orthogonal decomposition

Yu, Chang; Zhang, Sanguo; Friedenreich, Christine; Matthews, Charles E
In a physical activity study, the 7-day physical activity log viewed as an alloyed gold standard was used to correct the measurement error in the physical activity questionnaire. Due to correlations between the errors in the two measurements, the usual regression calibration may result to a biased estimate of the calibration factor. We propose a method of removing the correlation through orthogonal decomposition of the errors, then the usual regression calibration can be applied. Simulation studies show that our method can effectively correct the bias.
PMCID:6428444
PMID: 30906107
ISSN: 0361-0926
CID: 5162872

Poverty-Related Adversity and Emotion Regulation Predict Internalizing Behavior Problems among Low-Income Children Ages 8-11

Raver, C Cybele; Roy, Amanda L; Pressler, Emily; Ursache, Alexandra M; Charles McCoy, Dana
The current study examines the additive and joint roles of chronic poverty-related adversity and three candidate neurocognitive processes of emotion regulation (ER)-including: (i) attention bias to threat (ABT); (ii) accuracy of facial emotion appraisal (FEA); and (iii) negative affect (NA)-for low-income, ethnic minority children's internalizing problems (N = 338). Children were enrolled in the current study from publicly funded preschools, with poverty-related adversity assessed at multiple time points from early to middle childhood. Field-based administration of neurocognitively-informed assessments of ABT, FEA and NA as well as parental report of internalizing symptoms were collected when children were ages 8-11, 6 years after baseline. Results suggest that chronic exposure to poverty-related adversity from early to middle childhood predicted higher levels of internalizing symptomatology when children are ages 8-11, even after controlling for initial poverty status and early internalizing symptoms in preschool. Moreover, each of the 3 hypothesized components of ER played an independent and statistically significant role in predicting children's parent-reported internalizing symptoms at the 6-year follow-up, even after controlling for early and chronic poverty-related adversity.
PMCID:5371746
PMID: 28036091
ISSN: 2076-328x
CID: 3143642

Postpartum depression and infant feeding practices in a low income urban settlement in Nairobi-Kenya

Madeghe, Beatrice A; Kimani, Violet N; Vander Stoep, Ann; Nicodimos, Semret; Kumar, Manasi
BACKGROUND:Postpartum depression can compromise caregiving activities, including infant feeding practices, resulting in child malnutrition. The purpose of this study was to examine the effects of postpartum depression on infant feeding practices and malnutrition among women in an urban low income settlement in Nairobi-Kenya. We conducted a cross-sectional study based in Kariobangi North Health Centre in Nairobi County. The study sample included 200 mother-infant pairs visiting the Maternal and Child Health clinics for infant immunization at 6-14 weeks postpartum. We assessed postpartum depression using the Edinburgh Postpartum Depression Scale. Infant feeding practices were assessed based on World Health Organization infant and young child feeding guidelines. Nutritional status (weight for age) was ascertained using infants' growth monitoring card (percentiles and z-score). We conducted logistic regression analyses to determine the relative odds of non-exclusive breast feeding and infant underweight among mothers with postpartum depression. RESULTS:The prevalence of PPD was 13.0% (95% CI 8.3-17.7%). Taking into account differences in socioeconomic status of depressed and non-depressed mothers, non-depressed mothers had a 6.14 (95% CI 2.45-13.36) times higher odds of practicing exclusive breastfeeding than mothers who were depressed. Mothers with PPD had a 4.40 (95% CI 1.91-11.93) time higher odds of having an underweight infant than mothers without depression. CONCLUSIONS:This study contributes towards filling the knowledge gap regarding the adverse effects of postpartum depression on infant health in sub-Saharan Africa. We recommend more research on PPD using longitudinal designs to establish temporal ordering of these important public health problems and development of community-based interventions to address post-partum depression.
PMCID:5146885
PMID: 27931248
ISSN: 1756-0500
CID: 5831722

Burden of Diarrhea in the Eastern Mediterranean Region, 1990-2013: Findings from the Global Burden of Disease Study 2013

Khalil, Ibrahim; Colombara, Danny V; Forouzanfar, Mohammad Hossein; Troeger, Christopher; Daoud, Farah; Moradi-Lakeh, Maziar; Bcheraoui, Charbel El; Rao, Puja C; Afshin, Ashkan; Charara, Raghid; Abate, Kalkidan Hassen; Razek, Mohammed Magdy Abd El; Abd-Allah, Foad; Abu-Elyazeed, Remon; Kiadaliri, Aliasghar Ahmad; Akanda, Ali Shafqat; Akseer, Nadia; Alam, Khurshid; Alasfoor, Deena; Ali, Raghib; AlMazroa, Mohammad A; Alomari, Mahmoud A; Al-Raddadi, Rajaa Mohammad Salem; Alsharif, Ubai; Alsowaidi, Shirina; Altirkawi, Khalid A; Alvis-Guzman, Nelson; Ammar, Walid; Antonio, Carl Abelardo T; Asayesh, Hamid; Asghar, Rana Jawad; Atique, Suleman; Awasthi, Ashish; Bacha, Umar; Badawi, Alaa; Barac, Aleksandra; Bedi, Neeraj; Bekele, Tolesa; Bensenor, Isabela M; Betsu, Balem Demtsu; Bhutta, Zulfiqar; Abdulhak, Aref A Bin; Butt, Zahid A; Danawi, Hadi; Dubey, Manisha; Endries, Aman Yesuf; Faghmous, Imad D A; Farid, Talha; Farvid, Maryam S; Farzadfar, Farshad; Fereshtehnejad, Seyed-Mohammad; Fischer, Florian; Fitchett, Joseph Robert Anderson; Gibney, Katherine B; Ginawi, Ibrahim Abdelmageem Mohamed; Gishu, Melkamu Dedefo; Gugnani, Harish Chander; Gupta, Rahul; Hailu, Gessessew Bugssa; Hamadeh, Randah Ribhi; Hamidi, Samer; Harb, Hilda L; Hedayati, Mohammad T; Hsairi, Mohamed; Husseini, Abdullatif; Jahanmehr, Nader; Javanbakht, Mehdi; Jibat, Tariku; Jonas, Jost B; Kasaeian, Amir; Khader, Yousef Saleh; Khan, Abdur Rahman; Khan, Ejaz Ahmad; Khan, Gulfaraz; Khoja, Tawfik Ahmed Muthafer; Kinfu, Yohannes; Kissoon, Niranjan; Koyanagi, Ai; Lal, Aparna; Latif, Asma Abdul Abdul; Lunevicius, Raimundas; Razek, Hassan Magdy Abd El; Majeed, Azeem; Malekzadeh, Reza; Mehari, Alem; Mekonnen, Alemayehu B; Melaku, Yohannes Adama; Memish, Ziad A; Mendoza, Walter; Misganaw, Awoke; Mohamed, Layla Abdalla Ibrahim; Nachega, Jean B; Nguyen, Quyen Le; Nisar, Muhammad Imran; Peprah, Emmanuel Kwame; Platts-Mills, James A; Pourmalek, Farshad; Qorbani, Mostafa; Rafay, Anwar; Rahimi-Movaghar, Vafa; Rahman, Sajjad Ur; Rai, Rajesh Kumar; Rana, Saleem M; Ranabhat, Chhabi L; Rao, Sowmya R; Refaat, Amany H; Riddle, Mark; Roshandel, Gholamreza; Ruhago, George Mugambage; Saleh, Muhammad Muhammad; Sanabria, Juan R; Sawhney, Monika; Sepanlou, Sadaf G; Setegn, Tesfaye; Sliwa, Karen; Sreeramareddy, Chandrashekhar T; Sykes, Bryan L; Tavakkoli, Mohammad; Tedla, Bemnet Amare; Terkawi, Abdullah S; Ukwaja, Kingsley; Uthman, Olalekan A; Westerman, Ronny; Wubshet, Mamo; Yenesew, Muluken A; Yonemoto, Naohiro; Younis, Mustafa Z; Zaidi, Zoubida; Zaki, Maysaa El Sayed; Rabeeah, Abdullah A Al; Wang, Haidong; Naghavi, Mohsen; Vos, Theo; Lopez, Alan D; Murray, Christopher J L; Mokdad, Ali H
Diarrheal diseases (DD) are leading causes of disease burden, death, and disability, especially in children in low-income settings. DD can also impact a child's potential livelihood through stunted physical growth, cognitive impairment, and other sequelae. As part of the Global Burden of Disease Study, we estimated DD burden, and the burden attributable to specific risk factors and particular etiologies, in the Eastern Mediterranean Region (EMR) between 1990 and 2013. For both sexes and all ages, we calculated disability-adjusted life years (DALYs), which are the sum of years of life lost and years lived with disability. We estimate that over 125,000 deaths (3.6% of total deaths) were due to DD in the EMR in 2013, with a greater burden of DD in low- and middle-income countries. Diarrhea deaths per 100,000 children under 5 years of age ranged from one (95% uncertainty interval [UI] = 0-1) in Bahrain and Oman to 471 (95% UI = 245-763) in Somalia. The pattern for diarrhea DALYs among those under 5 years of age closely followed that for diarrheal deaths. DALYs per 100,000 ranged from 739 (95% UI = 520-989) in Syria to 40,869 (95% UI = 21,540-65,823) in Somalia. Our results highlighted a highly inequitable burden of DD in EMR, mainly driven by the lack of access to proper resources such as water and sanitation. Our findings will guide preventive and treatment interventions which are based on evidence and which follow the ultimate goal of reducing the DD burden.
PMCID:5154365
PMID: 27928080
ISSN: 1476-1645
CID: 3619412

Ankle-brachial index and incident diabetes mellitus: the atherosclerosis risk in communities (ARIC) study

Hua, Simin; Loehr, Laura R; Tanaka, Hirofumi; Heiss, Gerardo; Coresh, Josef; Selvin, Elizabeth; Matsushita, Kunihiro
BACKGROUND:Individuals with peripheral artery disease (PAD) often have reduced physical activity, which may increase the future risk of diabetes mellitus. Although diabetes is a risk factor for PAD, whether low ankle-brachial index (ABI) predates diabetes has not been studied. METHODS:We examined the association of ABI with incident diabetes using Cox proportional hazards models in the ARIC Study. ABI was measured in 12,247 black and white participants without prevalent diabetes at baseline (1987-1989). Incident diabetes cases were identified by blood glucose levels at three subsequent visits (1990-92, 1993-95, and 1996-98) or self-reported physician diagnosis or medication use at those visits or during annual phone interview afterward through 2011. RESULTS:A total of 3305 participants developed diabetes during a median of 21 years of follow-up. Participants with low (≤0.90) and borderline low (0.91-1.00) ABI had 30-40% higher risk of future diabetes as compared to those with ABI of 1.10-1.20 in the demographically adjusted model. The associations were attenuated after further adjustment for other potential confounders but remained significant for ABI 0.91-1.00 (HR = 1.17, 95% CI 1.04-1.31) and marginally significant for ABI ≤ 0.90 (HR = 1.19, 0.99-1.43). Although the association was largely consistent across subgroups, a stronger association was seen in participants without hypertension, those with normal fasting glucose, and those with a history of stroke compared to their counterparts. CONCLUSIONS:Low ABI was modestly but independently associated with increased risk of incident diabetes in the general population. Clinical attention should be paid to the glucose trajectory among people with low ABI but without diabetes.
PMCID:5142100
PMID: 27923363
ISSN: 1475-2840
CID: 5584362

Association Between End-of-Rotation Resident Transition in Care and Mortality Among Hospitalized Patients

Denson, Joshua L; Jensen, Ashley; Saag, Harry S; Wang, Binhuan; Fang, Yixin; Horwitz, Leora I; Evans, Laura; Sherman, Scott E
Importance: Shift-to-shift transitions in care among house staff are associated with adverse events. However, the association between end-of-rotation transition (in which care of the patient is transferred) and adverse events is uncertain. Objective: To examine the association of end-of-rotation house staff transitions with mortality among hospitalized patients. Design, Setting, and Participants: Retrospective multicenter cohort study of patients admitted to internal medicine services (N = 230701) at 10 university-affiliated US Veterans Health Administration hospitals (2008-2014). Exposures: Transition patients (defined as those admitted prior to an end-of-rotation transition who died or were discharged within 7 days following transition) were stratified by type of transition (intern only, resident only, or intern + resident) and compared with all other discharges (control). An alternative analysis comparing admissions within 2 days before transition with admissions on the same 2 days 2 weeks later was also conducted. Main Outcomes and Measures: The primary outcome was in-hospital mortality. Secondary outcomes included 30-day and 90-day mortality and readmission rates. A difference-in-difference analysis assessed whether outcomes changed after the 2011 Accreditation Council for Graduate Medical Education (ACGME) duty hour regulations. Adjustments included age, sex, race/ethnicity, month, year, length of stay, comorbidities, and hospital. Results: Among 230701 patient discharges (mean age, 65.6 years; men, 95.8%; median length of stay, 3.0 days), 25938 intern-only, 26456 resident-only, and 11517 intern + resident end-of-rotation transitions occurred. Overall mortality was 2.18% in-hospital, 9.45% at 30 days, and 14.43% at 90 days. Adjusted hospital mortality was significantly greater in transition vs control patients for the intern-only group (3.5% vs 2.0%; odds ratio [OR], 1.12 [95% CI, 1.03-1.21]) and the intern + resident group (4.0% vs 2.1%; OR, 1.18 [95% CI, 1.06-1.33]), but not for the resident-only group (3.3% vs 2.0%; OR, 1.07 [95% CI, 0.99-1.16]). Adjusted 30-day and 90-day mortality rates were greater in all transition vs control comparisons (30-day mortality: intern-only group, 14.5% vs 8.8%, OR, 1.17 [95% CI, 1.13-1.22]; resident-only group, 13.8% vs 8.9%, OR, 1.11 [95% CI, 1.04-1.18]; intern + resident group, 15.5% vs 9.1%, OR, 1.21 [95% CI, 1.12-1.31]; 90-day mortality: intern-only group, 21.5% vs 13.5%, OR, 1.14 [95% CI, 1.10-1.19]; resident-only group, 20.9% vs 13.6%, OR, 1.10 [95% CI, 1.05-1.16]; intern + resident group, 22.8% vs 14.0%, OR, 1.17 [95% CI, 1.11-1.23]). Duty hour changes were associated with greater adjusted hospital mortality for transition patients in the intern-only group and intern + resident group than for controls (intern-only: OR, 1.11 [95% CI, 1.02-1.21]; intern + resident: OR, 1.17 [95% CI, 1.02-1.34]). The alternative analyses did not demonstrate any significant differences in mortality between transition and control groups. Conclusions and Relevance: Among patients admitted to internal medicine services in 10 Veterans Affairs hospitals, end-of-rotation transition in care was associated with significantly higher in-hospital mortality in an unrestricted analysis that included most patients, but not in an alternative restricted analysis. The association was stronger following institution of ACGME duty hour regulations.
PMID: 27923090
ISSN: 1538-3598
CID: 2353482

Effects of ParentCorps in Prekindergarten on Child Mental Health and Academic Performance: Follow-up of a Randomized Clinical Trial Through 8 Years of Age

Brotman, Laurie Miller; Dawson-McClure, Spring; Kamboukos, Dimitra; Huang, Keng-Yen; Calzada, Esther J; Goldfeld, Keith; Petkova, Eva
Importance: Low-income minority children living in urban neighborhoods are at high risk for mental health problems and underachievement. ParentCorps, a family-centered, school-based intervention in prekindergarten, improves parenting and school readiness (ie, self-regulation and preacademic skills) in 2 randomized clinical trials. The longer-term effect on child mental health and academic performance is not known. Objective: To examine whether ParentCorps delivered as an enhancement to prekindergarten programs in high-poverty urban schools leads to fewer mental health problems and increased academic performance in the early elementary school years. Design, Setting, and Participants: This is a 3-year follow-up study of a cluster randomized clinical trial of ParentCorps in public schools with prekindergarten programs in New York City. Ten elementary schools serving a primarily low-income, black student population were randomized in 2005, and 4 consecutive cohorts of prekindergarten students were enrolled from September 12, 2005, through December 31, 2008. We report follow-up for the 3 cohorts enrolled after the initial year of implementation. Data analysis was performed from September 1, 2014, to December 31, 2015. Interventions: ParentCorps included professional development for prekindergarten and kindergarten teachers and a program for parents and prekindergarten students (13 two-hour group sessions delivered after school by teachers and mental health professionals). Main Outcomes and Measures: Annual teacher ratings of mental health problems and academic performance and standardized tests of academic achievement in kindergarten and second grade by testers masked to the intervention or control group randomization. Results: A total of 1050 children (4 years old; 518 boys [49.3%] and 532 girls [50.7%]) in 99 prekindergarten classrooms participated in the trial (88.1% of the prekindergarten population), with 792 students enrolled from 2006 to 2008. Most families in the follow-up study (421 [69.6%]) were low income; 680 (85.9%) identified as non-Latino black, 78 (9.8%) as Latino, and 34 (4.3%) as other. Relative to their peers in prekindergarten programs, children in ParentCorps-enhanced prekindergarten programs had lower levels of mental health problems (Cohen d = 0.44; 95% CI, 0.08-0.81) and higher teacher-rated academic performance (Cohen d = 0.21; 95% CI, 0.02-0.39) in second grade. Conclusions and Relevance: Intervention in prekindergarten led to better mental health and academic performance 3 years later. Family-centered early intervention has the potential to prevent problems and reduce disparities for low-income minority children. Trial Registration: clinicaltrials.gov Identifier: NCT01670227.
PMCID:5642293
PMID: 27695851
ISSN: 2168-6211
CID: 2273922

The relationships of childhood trauma and adulthood prescription pain reliever misuse and injection drug use

Quinn, Kelly; Boone, Lauren; Scheidell, Joy D; Mateu-Gelabert, Pedro; McGorray, Susan P; Beharie, Nisha; Cottler, Linda B; Khan, Maria R
BACKGROUND: We examined associations between childhood trauma and adulthood prescription pain reliever misuse (PPRM) and injection drug use (IDU) in a nationally-representative U.S. sample to further understanding of factors associated with these epidemics. METHODS: National Longitudinal Study of Adolescent to Adult Health data (N=12,288) yielded nine childhood traumas: neglect; emotional, physical, sexual abuse; parental incarceration and binge drinking; witnessed, threatened with, and experienced violence. We estimated adjusted odds ratios (AOR) and 95% confidence intervals for the association of each trauma and cumulative trauma and drug initiation in emerging and later adulthood. RESULTS: Outcome prevalences were 20% (PPRM) and 1% (IDU) in emerging adulthood and 10% PPRM in adulthood. We observed dose-response relationships that varied across outcomes. Cumulative trauma (referent=none) was associated with 34-79% greater odds of PPRM (emerging adulthood) across one to five+ trauma categories. The gradient was most consistent and associations strongest for adulthood PPRM: one trauma AOR=1.46(1.12, 1.91); two AOR=1.71(1.23, 2.36); three AOR=2.16(1.43, 2.36); four AOR=2.70(1.42, 5.62); five+ AOR=3.09(1.52, 6.30). Dose-response was less consistent for IDU, but 4 and 5+ traumas were associated with approximately seven and five times the odds of IDU. Neglect, emotional abuse, and parental incarceration and binge drinking were associated with 25-55% increased odds of PPRM. Sexual abuse and witnessed violence were associated with nearly 3 and 5 times the odds of IDU. CONCLUSIONS: Associations between childhood trauma and PPRM/IDU highlight the need for trauma-informed interventions for drug users and early trauma screening and treatment for prevention of drug misuse over the life course.
PMCID:5728665
PMID: 27816251
ISSN: 1879-0046
CID: 2304272

Economic implications of mercury exposure in the context of the global mercury treaty: Hair mercury levels and estimated lost economic productivity in selected developing countries

Trasande, Leonardo; DiGangi, Joseph; Evers, David C; Petrlik, Jindrich; Buck, David G; Samanek, Jan; Beeler, Bjorn; Turnquist, Madeline A; Regan, Kevin
Several developing countries have limited or no information about exposures near anthropogenic mercury sources and no studies have quantified costs of mercury pollution or economic benefits to mercury pollution prevention in these countries. In this study, we present data on mercury concentrations in human hair from subpopulations in developing countries most likely to benefit from the implementation of the Minamata Convention on Mercury. These data are then used to estimate economic costs of mercury exposure in these communities. Hair samples were collected from sites located in 15 countries. We used a linear dose-response relationship that previously identified a 0.18 IQ point decrement per part per million (ppm) increase in hair mercury, and modeled a base case scenario assuming a reference level of 1 ppm, and a second scenario assuming no reference level. We then estimated the corresponding increases in intellectual disability and lost Disability-Adjusted Life Years (DALY). A total of 236 participants provided hair samples for analysis, with an estimated population at risk of mercury exposure near the 15 sites of 11,302,582. Average mercury levels were in the range of 0.48 ppm-4.60 ppm, and 61% of all participants had hair mercury concentrations greater than 1 ppm, the level that approximately corresponds to the USA EPA reference dose. An additional 1310 cases of intellectual disability attributable to mercury exposure were identified annually (4110 assuming no reference level), resulting in 16,501 lost DALYs (51,809 assuming no reference level). A total of $77.4 million in lost economic productivity was estimated assuming a 1 ppm reference level and $130 million if no reference level was used. We conclude that significant mercury exposures occur in developing and transition country communities near sources named in the Minamata Convention, and our estimates suggest that a large economic burden could be avoided by timely implementation of measures to prevent mercury exposures.
PMID: 27594689
ISSN: 1095-8630
CID: 2254142

20/40 or Better Visual Acuity After Optic Neuritis: Not as Good as We Once Thought?

Sabadia, Sakinah B; Nolan, Rachel C; Galetta, Kristin M; Narayana, Kannan M; Wilson, James A; Calabresi, Peter A; Frohman, Elliot M; Galetta, Steven L; Balcer, Laura J
BACKGROUND: Although patients with acute optic neuritis (ON) recover high-contrast visual acuity (HCVA) to 20/40 or better in 95% of affected eyes, patients with a history of ON continue to note subjective abnormalities of vision. Furthermore, substantial and permanent thinning of the retinal nerve fiber layer (RNFL) and the ganglion cell layer (GCL) is now known to occur early in the course of ON. We measured vision-specific quality of life (QOL) in patients with a history of acute ON and recovery of VA to 20/40 or better in their affected eyes to determine how these QOL scores relate to RNFL and GCL thickness and low-contrast letter acuity (LCLA) across the spectrum of visual recovery. METHODS: Data from an ongoing collaborative study of visual outcomes in multiple sclerosis and ON were analyzed for this cross-sectional observational cohort. Patients and disease-free control participants completed the 25-Item National Eye Institute Visual Functioning Questionnaire (NEI-VFQ-25) and 10-Item Neuro-Ophthalmic Supplement to the NEI-VFQ-25, as well as VA and LCLA testing for each eye separately and binocularly. Optical coherence tomography measures for each eye included peripapillary RNFL thickness and macular GCL + inner plexiform layer (GCL + IPL) thickness. RESULTS: Patients with a history of acute ON and recovery to 20/40 or better VA (n = 113) had significantly reduced scores for the NEI-VFQ-25 (83.7 +/- 15.4) and 10-Item Neuro-Ophthalmic Supplement (74.6 +/- 17.4) compared with disease-free controls (98.2 +/- 2.1 and 96.4 +/- 5.2, P < 0.001, linear regression models, accounting for age and within-patient, intereye correlations). Most patients with 20/40 or better visual recovery (98/112, 88%) had monocular HCVA in their affected eye of 20/20 or better. Although patients with 20/50 or worse HCVA recovery demonstrated the worst performance on low-contrast acuity, affected eye RNFL and GCL + IPL thickness, and QOL scales, these measures were also significantly reduced among those with 20/40 or better HCVA recovery compared with controls. CONCLUSIONS: Patients with a history of ON and "good" visual recovery, defined in the literature as 20/40 or better HCVA, are left with clinically meaningful reductions in vision-specific QOL. Such patient-observed deficits reflect the underlying significant degrees of retinal axonal and neuronal loss and visual dysfunction that are now known to characterize ON even in the setting of maximal HCVA recovery. There remains an unmet therapeutic need for patients with ON.
PMID: 27472185
ISSN: 1536-5166
CID: 2191752