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Fannin A, Hooley C, Nelson EJ. Greater Emotional and Psychological Well-being Are Associated With Reduced Employee Self-report Illness-Related Absenteeism: A Multi-Industry, Cross-sectional Study Conducted During COVID-19 Pandemic. J Occup Environ Med 2024; 66:310-315. [PMID: 38234095 DOI: 10.1097/jom.0000000000003042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2024]
Abstract
OBJECTIVE The purpose of this study is to determine the relationship that emotional, psychological, and social well-being has with self-reported illness-related absenteeism. METHODS This study examines the relationship between three dimensions of well-being (emotional, psychological, and social) and self-report illness-related absenteeism among 133 workers spanning multiple industries across 16 different companies. This secondary, cross-sectional data were analyzed using multiple linear regression. RESULTS As hypothesized, emotional well-being and psychological well-being were found to be negatively associated with absenteeism, with emotional well-being being the stronger predictor. Contrary to our hypothesis, we found that social well-being was not associated with absenteeism among workers. CONCLUSIONS Employee emotional well-being and psychological well-being are associated with self-reported illness-related absenteeism. Future work should explore causal relationships between these constructs.
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Affiliation(s)
- Austin Fannin
- From the University of Tulsa, Tulsa, Oklahoma (A.F.); and Brigham Young University, Provo, Utah (C.H., E.J.N.)
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Jordan EJ, Shih PC, Nelson EJ, Carter SJ, Schootman M, Prather AA, Yao X, Peters CD, Perry CSE. Ecological Momentary Assessment of Midlife Adults' Daily Stress: Protocol for the Stress Reports in Variable Environments (STRIVE) App Study. JMIR Res Protoc 2023; 12:e51845. [PMID: 37796561 PMCID: PMC10587811 DOI: 10.2196/51845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 08/21/2023] [Accepted: 08/22/2023] [Indexed: 10/06/2023] Open
Abstract
BACKGROUND Daily stressors are associated with cognitive decline and increased risk of heart disease, depression, and other debilitating chronic illnesses in midlife adults. Daily stressors tend to occur at home or at work and are more frequent in urban versus rural settings. Conversely, spending time in natural environments such as parks or forests, or even viewing nature-themed images in a lab setting, is associated with lower levels of perceived stress and is hypothesized to be a strong stress "buffer," reducing perceived stress even after leaving the natural setting. However, many studies of daily stress have not captured environmental contexts and relied on end-of-day recall instead of in-the-moment data capture. With new technology, these limitations can be addressed to enhance knowledge of the daily stress experience. OBJECTIVE We propose to use our novel custom-built Stress Reports in Variable Environments (STRIVE) ecological momentary assessment mobile phone app to measure the experience of daily stress of midlife adults in free-living conditions. Using our app to capture data in real time will allow us to determine (1) where and when daily stress occurs for midlife adults, (2) whether midlife adults' daily stressors are linked to certain elements of the built and natural environment, and (3) how ecological momentary assessment measurement of daily stress is similar to and different from a modified version of the popular Daily Inventory of Stressful Events measurement tool that captures end-of-day stress reports (used in the Midlife in the United States [MIDUS] survey). METHODS We will enroll a total of 150 midlife adults living in greater Indianapolis, Indiana, in this study on a rolling basis for 3-week periods. As those in underrepresented minority groups and low-income areas have previously been found to experience greater levels of stress, we will use stratified sampling to ensure that half of our study sample is composed of underrepresented minorities (eg, Black, American Indian, Hispanic, or Native Pacific Islanders) and approximately one-third of our sample falls within low-, middle-, and high-income brackets. RESULTS This project is funded by the National Institute on Aging from December 2022 to November 2024. Participant enrollment began in August 2023 and is expected to finish in July 2024. Data will be spatiotemporally analyzed to determine where and when stress occurs for midlife adults. Pictures of stressful environments will be qualitatively analyzed to determine the common elements of stressful environments. Data collected by the STRIVE app will be compared with retrospective Daily Inventory of Stressful Events data. CONCLUSIONS Completing this study will expand our understanding of midlife adults' experience of stress in free-living conditions and pave the way for data-driven individual and community-based intervention designs to promote health and well-being in midlife adults. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/51845.
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Affiliation(s)
- Evan J Jordan
- Department of Health and Wellness Design, School of Public Health - Bloomington, Indiana University, Bloomington, IN, United States
| | - Patrick C Shih
- Luddy School of Informatics, Computing, and Engineering, Indiana University, Bloomington, IN, United States
| | - Erik J Nelson
- Department of Public Health, Brigham Young University, Provo, UT, United States
| | - Stephen J Carter
- Department of Kinesiology, School of Public Health - Bloomington, Indiana University, Bloomington, IN, United States
| | - Mario Schootman
- College of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR, United States
| | - Aric A Prather
- Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, University of California, San Francisco, CA, United States
| | - Xing Yao
- Department of Health and Wellness Design, School of Public Health - Bloomington, Indiana University, Bloomington, IN, United States
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Nelson EJ, Cook E, Nelson S, Brown R, Pierce M, Seelos AB, Stickle H, Johansen M. Quantifying side effects and caregiver burdens of pediatric pulmonary hypertension therapies. BMC Pediatr 2023; 23:43. [PMID: 36698086 PMCID: PMC9875396 DOI: 10.1186/s12887-023-03860-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 01/20/2023] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Pulmonary hypertension (PH) is a rare, but serious disease among children. However, PH has been primarily evaluated among adults. Consequently, treatment therapies have not been fully evaluated among pediatric populations and are used in an 'off label' manner. The purpose of this study was to estimate the side effect profiles of the most commonly prescribed pediatric PH therapies and to understand the burdens placed upon families caring for children living with PH. METHODS Participants were recruited online through the "Families of children with pulmonary hypertension" Facebook group and asked to complete a survey about PH treatments. RESULTS A total of 139 parents of a child living with PH completed the survey. Almost all children used ≥ 1 medication to treat PH, with 52% using ≥ 3 medications. The highest average number of side effects was reported by users of Treprostinil, Selexipag and type-5 phosphodiesterase (PDE5) inhibitors. The most common side effects were skin flushing, headache, nasal congestion, joint/muscle pain, and nausea. In terms of accessing care, 81% travel ≥ 20 miles and 68% travel for ≥ 60 min to receive care. CONCLUSIONS We found an array of treatment combinations employed to mitigate symptoms of PH in children, with a wide range of side effects. We also found a large, unseen economic, emotional, and time burden of caring for a child living with PH. Further research is warranted to understand the clinical implications of these side effects to move towards labeled usage of these therapies rather than post-hoc off-label usage.
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Affiliation(s)
- Erik J. Nelson
- grid.253294.b0000 0004 1936 9115Department of Public Health, Brigham Young University, 2148 LSB, Provo, UT 84660 USA
| | - Ella Cook
- grid.253294.b0000 0004 1936 9115Department of Public Health, Brigham Young University, 2148 LSB, Provo, UT 84660 USA
| | - Samara Nelson
- grid.53857.3c0000 0001 2185 8768Emma Eccles Jones College of Education & Human Services, Utah State University, Logan, UT USA
| | - Rebecca Brown
- grid.253294.b0000 0004 1936 9115Department of Public Health, Brigham Young University, 2148 LSB, Provo, UT 84660 USA
| | - Megan Pierce
- grid.253294.b0000 0004 1936 9115Department of Public Health, Brigham Young University, 2148 LSB, Provo, UT 84660 USA
| | - Ashley Bangerter Seelos
- grid.253294.b0000 0004 1936 9115Department of Public Health, Brigham Young University, 2148 LSB, Provo, UT 84660 USA
| | - Heather Stickle
- grid.253294.b0000 0004 1936 9115Department of Public Health, Brigham Young University, 2148 LSB, Provo, UT 84660 USA
| | - Michael Johansen
- grid.257413.60000 0001 2287 3919Indiana University School of Medicine, Indianapolis, IN USA
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Nelson EJ, Cook E, Pierce M, Nelson S, Seelos AB, Stickle H, Brown R, Johansen M. Preventative practices and effects of the COVID-19 pandemic on caregivers of children with pediatric pulmonary hypertension. BMC Public Health 2022; 22:2305. [PMID: 36494713 PMCID: PMC9733248 DOI: 10.1186/s12889-022-14651-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Accepted: 11/16/2022] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Pulmonary hypertension (PH) is a serious and life-threatening disease characterized by elevated mean arterial pressure and pulmonary vascular resistance. COVID-19 may exacerbate PH, as evidenced by higher mortality rates among those with PH. The objective of this study was to understand the unique burdens that the COVID-19 pandemic has placed upon families of children living with PH. METHODS Participants were recruited online through the "Families of children with pulmonary hypertension" Facebook group and asked to complete a survey about their experiences during the COVID-19 pandemic. RESULTS A total of 139 parents/caregivers of children living with PH completed the online survey. Almost all (85.6%) of parents/caregivers had received the COVID-19 vaccine, though only 59.7% reported a willingness to vaccinate their child with PH against COVID-19. Over 75% of parents/caregivers felt that they practiced preventative measures (e.g., wearing a facemask, social distancing, and avoiding gatherings) more than those in the community where they live. They also reported several hardships related to caring for their child with PH during the pandemic such as financial duress, loss of work, and affording treatment costs. CONCLUSIONS These findings indicate that parents/caregivers of children at higher risk for COVID-19 complications may be more willing to act on clinical recommendations themselves as proxy for protecting those at high risk. The economic, emotional and social impacts of COVID-19 are significantly greater for high-risk individuals.
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Affiliation(s)
- Erik J. Nelson
- grid.253294.b0000 0004 1936 9115Department of Public Health, Brigham Young University, 2148 LSB, Provo, UT 84660 USA
| | - Ella Cook
- grid.253294.b0000 0004 1936 9115Department of Public Health, Brigham Young University, 2148 LSB, Provo, UT 84660 USA
| | - Megan Pierce
- grid.253294.b0000 0004 1936 9115Department of Public Health, Brigham Young University, 2148 LSB, Provo, UT 84660 USA
| | - Samara Nelson
- grid.53857.3c0000 0001 2185 8768Emma Eccles Jones College of Education & Human Services, Utah State University, Logan, UT USA
| | - Ashley Bangerter Seelos
- grid.253294.b0000 0004 1936 9115Department of Public Health, Brigham Young University, 2148 LSB, Provo, UT 84660 USA
| | - Heather Stickle
- grid.253294.b0000 0004 1936 9115Department of Public Health, Brigham Young University, 2148 LSB, Provo, UT 84660 USA
| | - Rebecca Brown
- grid.253294.b0000 0004 1936 9115Department of Public Health, Brigham Young University, 2148 LSB, Provo, UT 84660 USA
| | - Michael Johansen
- grid.257413.60000 0001 2287 3919Indiana University School of Medicine, Indianapolis, Indiana USA
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Helton JJ, Nelson EJ, Boutwell BB, Lewis RD, Rosenfeld R, Seon J. Aggregate-level Lead Exposure and Child Maltreatment. J Interpers Violence 2022; 37:NP10418-NP10428. [PMID: 33300389 DOI: 10.1177/0886260520980390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
The purpose of this study was to examine the possible ecological association between aggregate blood lead levels (BLL) and rates of child maltreatment. To this end, we employed an ecologic study design, analyzing results from 59,645 child BLL tests between the years 1996 and 2007, and 6,640 substantiated maltreatment investigations from 2006 to 2016 in a large Midwest city. Separate Bayesian spatial Poisson conditional autoregressive (CAR) and Bayesian spatial zero-inflated Poisson CAR models were used to predict the occurrence of maltreatment.Bivariate results showed that aggregate rates of maltreatment increased as aggregate BLL increased. Multivariate results showed that medium-exposure BLL census tracts (OR = 1.38) and high-exposure BLL tracts (OR = 1.38) had increased odds of substantiated investigations for any maltreatment compared to low BLL census tracts even after controlling for crime rates, age of the housing stock, and concentrated disadvantage. Our findings, considered with prior research, continue to reveal a confluence of deleterious outcomes in areas where exposure to lead seems elevated. In this case, child maltreatment also appears to represent a macro-level correlate of aggregate lead exposure. Yet our results preclude any causal inference, and further research on the intersection of child maltreatment with environmental toxins is needed to determine if contaminant abatement should be considered as a possible maltreatment prevention strategy.
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Affiliation(s)
| | - Erik J Nelson
- Indiana University School of Public Health-Bloomington, Bloomington, IN, USA
| | | | | | | | - Jisuk Seon
- Washington University in St. Louis, MO, USA
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Wheeler DC, Boyle J, Nelson EJ. Modeling annual elevated blood lead levels among children in Maryland in relation to neighborhood deprivation. Sci Total Environ 2022; 805:150333. [PMID: 34543794 DOI: 10.1016/j.scitotenv.2021.150333] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 09/09/2021] [Accepted: 09/10/2021] [Indexed: 06/13/2023]
Abstract
Estimating environmental lead exposure using ecologic risk models is an inexpensive strategy to inform public health departments and to develop location-based intervention strategies such as targeted screening and mitigation. Importantly, studies in this area have not assessed temporal and spatio-temporal lead exposure risk trends. Due to lead abatement efforts and targeted screening efforts, it is anticipated that lead exposure risk has decreased over time. However, it is unknown if decreases have occurred, and if the decreases are evenly distributed across neighborhoods. Thus, the purpose of this study was to examine the association between neighborhood deprivation and risk of elevated blood lead levels (EBLLs) in both temporal and spatio-temporal contexts within the US state of Maryland in 2005-2015. To consider the temporal dimension of lead risk, we used a novel extension of Bayesian index models to estimate time-varying neighborhood deprivation indices along with time-varying index effects. The results showed that overall EBLL proportion decreased over time, from a high of 0.11 in 2006 to a low of 0.02 in 2015. The association between neighborhood deprivation and EBLL risk was positive and significant annually, but generally diminished over time. The most important variables in the neighborhood deprivation index were percent of houses built before 1940 and median household income. In summary, using Bayesian index models that can account for both temporal and spatio-temporal contexts is a promising approach to inform public health efforts to remediate lead and focus testing efforts and may be useful in studies in other geographic areas and times.
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Affiliation(s)
- David C Wheeler
- Department of Biostatistics, Virginia Commonwealth University, Richmond, VA, United States of America.
| | - Joseph Boyle
- Department of Biostatistics, Virginia Commonwealth University, Richmond, VA, United States of America
| | - Erik J Nelson
- Department of Public Health, College of Life Sciences, Brigham Young University, Provo, UT, United States of America
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Mattey-Mora PP, Nelson EJ. Sleep Disturbances, Obesity, and Cognitive Function in Childhood: A Mediation Analysis. Curr Dev Nutr 2021; 5:nzab119. [PMID: 34661044 PMCID: PMC8513758 DOI: 10.1093/cdn/nzab119] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Revised: 07/07/2021] [Accepted: 09/13/2021] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND Childhood cognitive development is influenced by biological and environmental factors. One such factor, obesity, impairs cognitive development and is associated with sleep disturbances. OBJECTIVES We aimed to examine the mediating role of sleep disturbances on the relation between BMI and cognitive function in children. METHODS A total of 9951 children aged 9-10 y were included in this cross-sectional study. Children were recruited from the longitudinal ABCD (Adolescent Brain Cognitive Development) Study. Cognitive development was assessed using metrics for fluid, crystallized, and total cognitive function. Mediation analyses were conducted via linear regression modeling, with adjustment for potential confounders (sex, age, ethnicity, household income, parental education, and self-reported physical activity) for each of the 3 outcomes. Mediation significance was determined by bootstrapping. RESULTS A statistically significant inverse association was found between BMI and total (β = -0.41, P < 0.001) and fluid (β = -0.49, P < 0.001) cognition, but not for crystallized cognition. Total sleep disturbances partially mediated the association between BMI and fluid cognition (indirect effect: -0.02, P = 0.002; proportion of the total effect: 0.05, P = 0.002), but no mediation was found in the association between BMI and total cognition. CONCLUSIONS Sleep disturbances partially mediate the effect of childhood obesity on cognitive function, particularly in fluid cognitions. Future work is necessary to understand the effects of sleep disturbances and obesity on reduced childhood cognition throughout time, predominantly across the life course.
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Affiliation(s)
- Paola P Mattey-Mora
- Department of Epidemiology and Biostatistics, School of Public Health—Bloomington, Indiana University, Bloomington, IN, USA
| | - Erik J Nelson
- Department of Public Health, Brigham Young University, Provo, UT, USA
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Robison HJ, Simon JE, Nelson EJ, Morris SN, Wasserman EB, Docherty CL. Secondary School Socioeconomic Status and Athletic Training Practice Characteristics. J Athl Train 2021; 57:418-424. [PMID: 34478545 DOI: 10.4085/1062-6050-0726.20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
CONTEXT Socioeconomic status (SES) is a significant predictor of morbidity and mortality across health outcomes. Limited information exists on how school SES impacts athletic training practice when a certified athletic trainer (AT) is present at secondary schools. OBJECTIVE To describe contact frequencies and service rates provided by ATs for injuries among secondary school student athletes and how these differ by school SES. DESIGN Cross-sectional study Setting: Athletic training room (ATR) visit days and AT services were collected from 77 secondary schools. Schools were separated into three school SES groups: affluent (n=31), average (n=29), and disadvantaged (n=17). PATIENTS OR OTHER PARTICIPANTS Secondary school student-athletes participating in 12 boys' and 11 girls' sports who visited the ATR during the 2014-2015 through 2018-2019 academic years and received athletic or non-athletic injury care. MAIN OUTCOME MEASURES Contact frequencies expressed as ATR visit days per injury, AT services per injury, and AT services per ATR visit day. Rates for service type utilized were expressed as the total count over reported athlete-exposures. RESULTS ATs documented 1,191 services. Affluent and average SES school communities provided greater contact frequencies for injury related care compared to disadvantaged school communities, particularly by AT services/injury (7.10±13.08 versus average: 9.30±11.60 and affluent: 9.40±12.20; p=0.020). Affluent school communities provided greater rates of services in five of the eleven service groups reported. No significant differences were observed among school SES groups in therapeutic exercises. CONCLUSIONS Our findings reflect that AT practice characteristics may differ by school SES, but these differences do not appear to result in less medical care. Given the complexity and widespread effects of SES, future investigations should utilize a complex method to determine SES as well as aim to identify how SES may impact secondary school student athletes outside of AT practice characteristics.
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Affiliation(s)
| | | | - Erik J Nelson
- Assistant Professor, Indiana University-Bloomington,
| | - Sarah N Morris
- Biostatistician, Datalys Center for Sports Injury Research and Prevention,
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Wheeler DC, Boyle J, Raman S, Nelson EJ. Modeling elevated blood lead level risk across the United States. Sci Total Environ 2021; 769:145237. [PMID: 33493912 DOI: 10.1016/j.scitotenv.2021.145237] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Revised: 12/17/2020] [Accepted: 01/13/2021] [Indexed: 06/12/2023]
Abstract
Lead exposure adversely affects child health and continues to be a major public health concern in the United States (US). Lead exposure risk has been linked with older housing and households in poverty, but more studies of neighborhood socioeconomic status (SES) and lead exposure risk over large and diverse geographic areas are needed. In this paper, we combined lead test result data over many states for a majority of the US ZIP Codes in order to estimate its association with many SES variables and predict lead exposure risk in all populated ZIP Codes in the US. The methods used for estimation and prediction of lead risk included the Vox lead exposure risk score, random forest, weighted quantile sum (WQS) regression, and a Bayesian SES index model. The results showed that the Bayesian index model had the best overall performance for modeling elevated blood lead level (EBLL) risk and therefore was used to create a lead exposure risk score for US ZIP Codes. There was a statistically significant association between EBLL risk and the SES index and the most important SES variables for explaining EBLL risk were percentage of houses built before 1940 and median home value. When mapping the lead exposure risk scores, there was a clear pattern of elevated risk in the Northeast and Midwest, but areas in the South and Southwest regions of the US also had high risk. In summary, the Bayesian index model was an effective method for modeling EBLL risk associated with neighborhood deprivation while accounting for additional heterogeneity in risk using lead test result data covering a majority of the US. The resulting lead exposure risk score can be used for targeting public health intervention efforts.
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Affiliation(s)
- David C Wheeler
- Virginia Commonwealth University, Department of Biostatistics, One Capitol Square, Seventh Floor, 830 East Main Street, Richmond, VA 23219, USA.
| | - Joseph Boyle
- Virginia Commonwealth University, Department of Biostatistics, One Capitol Square, Seventh Floor, 830 East Main Street, Richmond, VA 23219, USA
| | - Shyam Raman
- Cornell University, Department of Policy Analysis & Management, Martha Van Rensselaer Hall, Ithaca, NY 14850, USA
| | - Erik J Nelson
- Indiana University, Department of Epidemiology and Biostatistics, 1025 East 7th Street, Bloomington, IN 47405, USA
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Parker MA, Zoh RS, Nelson EJ, Owora AH. Correlates of disparities in syringe return ratios: A cross-sectional study of a syringe services program in New York. J Subst Abuse Treat 2020; 121:108193. [PMID: 33357603 DOI: 10.1016/j.jsat.2020.108193] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Revised: 09/07/2020] [Accepted: 11/01/2020] [Indexed: 12/01/2022]
Abstract
BACKGROUND Predictors of syringe exchange behavior are critical to informing secondary prevention measures needed to attenuate risk of blood-borne infections among persons who inject drugs (PWID). METHODS Participants included PWIDs who attended a syringe services program in New York from 2015 to 2017 (n = 1777). We analyzed the syringe return ratio (receipts/returns) with two distinct but related methodological strategies-threshold logistic regression and quantile regression-to identify correlates of disparities in syringe return ratios. RESULTS The majority of participants were white males negative for HIV (90% white, 63% male, 76% HIV-). Logistic and quantile regression models showed that the correlates of disparate syringe return ratios (i.e., magnitude and directionality of differences) changed across different percentile groups and quantile levels, respectively. At the median threshold, being single, urbanicity, and older age were associated with higher return ratios. Syringe return ratio disparities were more pronounced among subgroups of nontypical PWIDs (with extremely low or high return ratios) especially by urbanicity, race, relationship status, and type of housing. CONCLUSIONS Irrespective of urbanicity classification, correlates of syringe return ratios such as older age, Black race, single relationship status, and unstable housing appear to be critical to informing targeted secondary prevention initiatives that promote harm reduction behavior.
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Affiliation(s)
- Maria A Parker
- Department of Epidemiology and Biostatistics, School of Public Health, Indiana University, Bloomington, IN, United States
| | - Roger S Zoh
- Department of Epidemiology and Biostatistics, School of Public Health, Indiana University, Bloomington, IN, United States
| | - Erik J Nelson
- Department of Epidemiology and Biostatistics, School of Public Health, Indiana University, Bloomington, IN, United States
| | - Arthur H Owora
- Department of Epidemiology and Biostatistics, School of Public Health, Indiana University, Bloomington, IN, United States.
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Nelson EJ, Grembi JA, Chao DL, Andrews JR, Alexandrova L, Rodriguez PH, Ramachandran VV, Sayeed MA, Wamala JF, Debes AK, Sack DA, Hryckowian AJ, Haque F, Khatun S, Rahman M, Chien A, Spormann AM, Schoolnik GK. Gold Standard Cholera Diagnostics Are Tarnished by Lytic Bacteriophage and Antibiotics. J Clin Microbiol 2020; 58:e00412-20. [PMID: 32611794 PMCID: PMC7448619 DOI: 10.1128/jcm.00412-20] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Accepted: 06/25/2020] [Indexed: 01/22/2023] Open
Abstract
A fundamental, clinical, and scientific concern is how lytic bacteriophage, as well as antibiotics, impact diagnostic positivity. Cholera was chosen as a model disease to investigate this important question, because cholera outbreaks enable large enrollment, field methods are well established, and the predatory relationship between lytic bacteriophage and the etiologic agent Vibrio cholerae share commonalities across bacterial taxa. Patients with diarrheal disease were enrolled at two remote hospitals in Bangladesh. Diagnostic performance was assessed as a function of lytic bacteriophage detection and exposure to the first-line antibiotic azithromycin, detected in stool samples by mass spectrometry. Among diarrheal samples positive by nanoliter quantitative PCR (qPCR) for V. cholerae (n = 78/849), the odds that a rapid diagnostic test (RDT) or qPCR was positive was reduced by 89% (odds ratio [OR], 0.108; 95% confidence interval [CI], 0.002 to 0.872) and 87% (OR, 0.130; 95% CI, 0.022 to 0.649), respectively, when lytic bacteriophage were detected. The odds that an RDT or qPCR was positive was reduced by more than 99% (OR, 0.00; 95% CI, 0.00 to 0.28) and 89% (OR, 0.11; 95% CI, 0.03 to 0.44), respectively, when azithromycin was detected. Analysis of additional samples from South Sudan found similar phage effects on RDTs; antibiotics were not assayed. Cholera burden estimates may improve by accommodating for the negative effects of lytic bacteriophage and antibiotic exposure on diagnostic positivity. One accommodation is using bacteriophage detection as a proxy for pathogen detection. These findings have relevance for other diagnostic settings where bacterial pathogens are vulnerable to lytic bacteriophage predation.
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Affiliation(s)
- E J Nelson
- Departments of Pediatrics and Environmental and Global Health, University of Florida, Gainesville, Florida, USA
- Department of Pediatrics, School of Medicine, Stanford University, Stanford, California, USA
| | - J A Grembi
- Department of Civil and Environmental Engineering, Stanford University, Stanford, California, USA
| | - D L Chao
- Institute for Disease Modeling, Bellevue, Washington, USA
| | - J R Andrews
- Department of Medicine, School of Medicine, Stanford University, Stanford, California, USA
| | - L Alexandrova
- Vincent Coates Foundation Mass Spectrometry Laboratory, Stanford University, Stanford, California, USA
| | - P H Rodriguez
- Departments of Pediatrics and Environmental and Global Health, University of Florida, Gainesville, Florida, USA
| | - V V Ramachandran
- Department of Pediatrics, School of Medicine, Stanford University, Stanford, California, USA
| | - M A Sayeed
- Departments of Pediatrics and Environmental and Global Health, University of Florida, Gainesville, Florida, USA
| | - J F Wamala
- Country Preparedness and IHR (CPI), World Health Organization (South Sudan), Juba, South Sudan
| | - A K Debes
- Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - D A Sack
- Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - A J Hryckowian
- Department of Microbiology, School of Medicine, Stanford University, Stanford, California, USA
| | - F Haque
- Institute of Epidemiology, Disease Control and Research, Ministry of Health and Family Welfare, Government of Bangladesh, Dhaka, Bangladesh
| | - S Khatun
- Institute of Epidemiology, Disease Control and Research, Ministry of Health and Family Welfare, Government of Bangladesh, Dhaka, Bangladesh
| | - M Rahman
- Institute of Epidemiology, Disease Control and Research, Ministry of Health and Family Welfare, Government of Bangladesh, Dhaka, Bangladesh
| | - A Chien
- Vincent Coates Foundation Mass Spectrometry Laboratory, Stanford University, Stanford, California, USA
| | - A M Spormann
- Department of Civil and Environmental Engineering, Stanford University, Stanford, California, USA
| | - G K Schoolnik
- Department of Medicine, School of Medicine, Stanford University, Stanford, California, USA
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Ditter AS, Holden WM, Cary SK, Mocko V, Latimer MJ, Nelson EJ, Kozimor SA, Seidler GT. Resonant inelastic X-ray scattering using a miniature dispersive Rowland refocusing spectrometer. J Synchrotron Radiat 2020; 27:446-454. [PMID: 32153283 PMCID: PMC7064111 DOI: 10.1107/s1600577520001022] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2019] [Accepted: 01/25/2020] [Indexed: 06/07/2023]
Abstract
X-ray absorption spectroscopy (XAS) beamlines worldwide are steadily increasing their emphasis on full photon-in/photon-out spectroscopies, such as resonant inelastic X-ray scattering (RIXS), resonant X-ray emission spectroscopy (RXES) and high energy resolution fluorescence detection XAS (HERFD-XAS). In such cases, each beamline must match the choice of emission spectrometer to the scientific mission of its users. Previous work has recently reported a miniature tender X-ray spectrometer using a dispersive Rowland refocusing (DRR) geometry that functions with high energy resolution even with a large X-ray spot size on the sample [Holden et al. (2017). Rev. Sci. Instrum. 88, 073904]. This instrument has been used in the laboratory in multiple studies of non-resonant X-ray emission spectroscopy using a conventional X-ray tube, though only for preliminary measurements at a low-intensity microfocus synchrotron beamline. This paper reports an extensive study of the performance of a miniature DRR spectrometer at an unfocused wiggler beamline, where the incident monochromatic flux allows for resonant studies which are impossible in the laboratory. The results support the broader use of the present design and also suggest that the DRR method with an unfocused beam could have important applications for materials with low radiation damage thresholds and that would not survive analysis on focused beamlines.
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Affiliation(s)
- Alexander S. Ditter
- Department of Physics, University of Washington, PO Box 351650, Seattle, WA 98195-1560, USA
- C-IIAC, Los Alamos National Laboratory, PO Box 1663, Los Alamos, NM 87545, USA
| | - William M. Holden
- Department of Physics, University of Washington, PO Box 351650, Seattle, WA 98195-1560, USA
| | - Samantha K. Cary
- C-IIAC, Los Alamos National Laboratory, PO Box 1663, Los Alamos, NM 87545, USA
| | - Veronika Mocko
- C-IIAC, Los Alamos National Laboratory, PO Box 1663, Los Alamos, NM 87545, USA
| | - Matthew J. Latimer
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, 2575 Sand Hill Road, Menlo Park, CA 94025, USA
| | - Erik J. Nelson
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, 2575 Sand Hill Road, Menlo Park, CA 94025, USA
| | - Stosh A. Kozimor
- C-IIAC, Los Alamos National Laboratory, PO Box 1663, Los Alamos, NM 87545, USA
| | - Gerald T. Seidler
- Department of Physics, University of Washington, PO Box 351650, Seattle, WA 98195-1560, USA
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Ejima K, Brown AW, Schoeller DA, Heymsfield SB, Nelson EJ, Allison DB. Does exclusion of extreme reporters of energy intake (the "Goldberg cutoffs") reliably reduce or eliminate bias in nutrition studies? Analysis with illustrative associations of energy intake with health outcomes. Am J Clin Nutr 2019; 110:1231-1239. [PMID: 31504097 PMCID: PMC6821551 DOI: 10.1093/ajcn/nqz198] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Accepted: 07/24/2019] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND The Goldberg cutoffs are used to decrease bias in self-reported estimates of energy intake (EISR). Whether the cutoffs reduce and eliminate bias when used in regressions of health outcomes has not been assessed. OBJECTIVE We examined whether applying the Goldberg cutoffs to data used in nutrition studies could reliably reduce or eliminate bias. METHODS We used data from the Comprehensive Assessment of Long-Term Effects of Reducing Intake of Energy (CALERIE), the Interactive Diet and Activity Tracking in American Association of Retired Persons (IDATA) study, and the National Diet and Nutrition Survey (NDNS). Each data set included EISR, energy intake estimated from doubly labeled water (EIDLW) as a reference method, and health outcomes including baseline anthropometric, biomarker, and behavioral measures and fitness test results. We conducted 3 linear regression analyses using EISR, a plausible EISR based on the Goldberg cutoffs (EIG), and EIDLW as an explanatory variable for each analysis. Regression coefficients were denoted ${\hat{\beta }_{\rm SR}}$, ${\hat{\beta }_{\rm G}}$, and ${\hat{\beta }_{\rm DLW}}$, respectively. Using the jackknife method, bias from ${\hat{\beta }_{\rm SR}}$ compared with ${\hat{\beta }_{\rm DLW}}$ and remaining bias from ${\hat{\beta }_{\rm G}}$ compared with ${\hat{\beta }_{\rm DLW}}$ were estimated. Analyses were repeated using Pearson correlation coefficients. RESULTS The analyses from CALERIE, IDATA, and NDNS included 218, 349, and 317 individuals, respectively. Using EIG significantly decreased the bias only for a subset of those variables with significant bias: weight (56.1%; 95% CI: 28.5%, 83.7%) and waist circumference (WC) (59.8%; 95% CI: 33.2%, 86.5%) with CALERIE, weight (20.8%; 95% CI: -6.4%, 48.1%) and WC (17.3%; 95% CI: -20.8%, 55.4%) with IDATA, and WC (-9.5%; 95% CI: -72.2%, 53.1%) with NDNS. Furthermore, bias significantly remained even after excluding implausible data for various outcomes. Results obtained with Pearson correlation coefficient analyses were qualitatively consistent. CONCLUSIONS Some associations between EIG and outcomes remained biased compared with associations between EIDLW and outcomes. Use of the Goldberg cutoffs was not a reliable method for eliminating bias.
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Affiliation(s)
- Keisuke Ejima
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health–Bloomington, Bloomington, IN, USA,Institute of Industrial Science, The University of Tokyo, Tokyo, Japan
| | - Andrew W Brown
- Department of Applied Health Science, Indiana University School of Public Health–Bloomington, Bloomington, IN, USA
| | - Dale A Schoeller
- Department of Nutritional Sciences, College of Agricultural and Life Sciences, University of Wisconsin, Madison, WI, USA
| | - Steven B Heymsfield
- Pennington Biomedical Research Center, Louisiana State University, Baton Rouge, LA, USA
| | - Erik J Nelson
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health–Bloomington, Bloomington, IN, USA
| | - David B Allison
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health–Bloomington, Bloomington, IN, USA,Address correspondence to DBA (e-mail: )
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Day PL, Nelson EJ, Bluhm AM, Wood-Wentz CM, Jannetto PJ. Discovery of an arsenic and mercury co-elevation in the Midwest United States using reference laboratory data. Environ Pollut 2019; 254:113049. [PMID: 31454582 DOI: 10.1016/j.envpol.2019.113049] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Revised: 07/24/2019] [Accepted: 08/10/2019] [Indexed: 06/10/2023]
Abstract
This study aimed to determine if there is a co-elevation of human blood arsenic and mercury levels in the Midwestern population of the United States (U.S.) and to determine any geographical patterns and variation of arsenic and mercury that may exist in Michigan. 58,800 blood specimens along with associated demographic/geographic data from the contiguous United States were reviewed. Univariate and multivariable logistic regression were used to analyze demographic/geographic variables associated with elevated arsenic concentrations. Furthermore, blood data from patients in Michigan were aggregated to the ZIP code tabulation area (ZCTA) in order to assess geographic variation using spatial regression models. SaTScan software was also used to analyze potential clustering of arsenic and mercury across Michigan ZCTAs. Within the contiguous United States, elevated mercury blood concentrations, older age, female sex, and coastal status were all associated with elevated arsenic blood concentrations (elevated mercury odds ratio (OR) 3.18 (3.04-3.33); female sex OR 1.06 (1.02-1.11); +10 yr age OR 1.12 (1.11-1.14); coastal state OR 1.33 (1.27-1.40). Within the state of Michigan, as with the continuous U.S., elevated mercury blood concentrations and older age were associated with elevated arsenic blood concentrations (elevated mercury OR 2.75 (2.38-3.18); female sex OR 1.06 (0.95-1.19); +10 yr age OR 1.10 (1.06-1.13). Using spatial regression, it was determined that within Michigan, economic inequality (measured via the Gini coefficient) was also associated with elevated concentrations of mercury in the blood. Clinical reference laboratory data, in conjunction with spatial analysis methods, may enhance our understanding of how elemental exposure affects human health and should be considered for studying how environmental contaminants, socioeconomics and geography affect the health of populations.
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Affiliation(s)
- Patrick L Day
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.
| | - Erik J Nelson
- Indiana University School of Public Health-Bloomington, Bloomington, IN, USA.
| | - Amy M Bluhm
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.
| | | | - Paul J Jannetto
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.
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Loux T, Nelson EJ, Arnold LD, Shacham E, Schootman M. Using multilevel regression with poststratification to obtain regional health estimates from a Facebook-recruited sample. Ann Epidemiol 2019; 39:15-20.e5. [DOI: 10.1016/j.annepidem.2019.09.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Revised: 09/12/2019] [Accepted: 09/16/2019] [Indexed: 02/09/2023]
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Luetke M, Omodior O, Nelson EJ. Zika knowledge and prevention practices among U.S. travelers: a large cross-sectional survey study. BMC Public Health 2019; 19:1217. [PMID: 31481059 PMCID: PMC6724273 DOI: 10.1186/s12889-019-7533-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2018] [Accepted: 08/05/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The aim of this study was to investigate what factors predict knowledge about Zika transmission, symptomology, and treatment among U.S. travelers and, additionally, to evaluate how Zika knowledge influences the adoption of personal protective behaviors. METHODS Data were collected as part of a cross-sectional survey study using a probability-based internet panel of U.S. travelers in June 2017. We ran logistic regression models of factors predicting Zika knowledge (high vs. low) and of knowledge predicting adoption of personal protective measures. RESULTS We found that traveling to a Zika endemic country and travelers' gender were both significantly predictive of higher Zika knowledge (odds ratio (OR): 1.48, 95% confidence interval (CI): 1.14-1.93 and OR: 1.44, 95% CI: 1.08-1.92), adjusting for age, race, education, income, and trip purpose. Additionally, among travelers to Zika endemic countries, individuals with higher Zika knowledge had significantly higher odds of engaging in preventive behaviors compared to those with lower knowledge. However, few travelers knew about the sexual transmission of Zika and adopted sexual prevention measures. CONCLUSIONS Our findings suggest that there are gaps in knowledge about the risks and transmission of Zika and travelers with low knowledge are less likely to engage in the appropriate prevention methods. Significantly, few U.S. travelers have knowledge of the sexual transmission of Zika and, accordingly, there is less overall engagement with prevention measures for this transmission mechanism than for vector-borne transmission.
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Affiliation(s)
- Maya Luetke
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health, 1025 E. 7th Street, Suite 111, Bloomington, IN, 47405, USA.
| | - Oghenekaro Omodior
- Department of Recreation, Park, and Tourism Studies, Indiana University School of Public Health, Bloomington, IN, USA
| | - Erik J Nelson
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health, 1025 E. 7th Street, Suite 111, Bloomington, IN, 47405, USA
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17
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Wheeler DC, Raman S, Jones RM, Schootman M, Nelson EJ. Bayesian deprivation index models for explaining variation in elevated blood lead levels among children in Maryland. Spat Spatiotemporal Epidemiol 2019; 30:100286. [PMID: 31421801 DOI: 10.1016/j.sste.2019.100286] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2018] [Revised: 05/21/2019] [Accepted: 06/18/2019] [Indexed: 10/26/2022]
Abstract
Lead exposure adversely affects children's health. Exposure in the United States is highest among socioeconomically disadvantaged individuals who disproportionately live in substandard housing. We used Bayesian binomial regression models to estimate a neighborhood deprivation index and its association with elevated blood lead level (EBLL) risk using blood lead level testing data in Maryland census tracts. Our results show the probability of EBLL was spatially structured with high values in Baltimore city and low values in the District of Columbia suburbs and Baltimore suburbs. The association between the neighborhood deprivation index and EBLL risk was statistically significant after accounting for spatial dependence in probability of EBLL. The percent of houses built before 1940, African Americans, and renter occupied housing were the most important variables in the index. Bayesian models provide a flexible one-step approach to modeling risk associated with neighborhood deprivation while accounting for spatially structured and unstructured heterogeneity in risk.
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Affiliation(s)
- David C Wheeler
- Department of Biostatistics, Virginia Commonwealth University, United States.
| | - Shyam Raman
- Department of Epidemiology and Biostatistics, Indiana University-Bloomington, United States
| | - Resa M Jones
- Department of Epidemiology and Biostatistics, College of Public Health, Temple University and Fox Chase Cancer Center, Temple University Health, United States
| | | | - Erik J Nelson
- Department of Epidemiology and Biostatistics, Indiana University-Bloomington, United States
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18
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Feder MA, Kulasingam SL, Kiviat NB, Mao C, Nelson EJ, Winer RL, Whitham HK, Lin J, Hawes SE. Correlates of Human Papillomavirus Vaccination and Association with HPV-16 and HPV-18 DNA Detection in Young Women. J Womens Health (Larchmt) 2019; 28:1428-1435. [PMID: 31264912 DOI: 10.1089/jwh.2018.7340] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Background: Despite a reduction in the prevalence of vaccine-preventable types of human papillomavirus (HPV), attributed to increased HPV vaccine uptake, HPV continues to be a major cause of cancer in the United States. Methods: We assessed factors associated with self-reported HPV vaccine uptake, HPV vaccination effectiveness, using DNA testing to assess HPV types 16 and/or 18 (HPV 16/18) positivity, and patterns of HPV vaccination in 375 women aged 21-29 years who were eligible to receive catch-up vaccination, using baseline data collected from March 2012 to December 2014 from a randomized controlled trial evaluating a novel approach to cervical cancer screening. Results: More than half (n = 228, 60.8%) of participants reported receipt of at least one HPV vaccine dose and 16 (4.3%) tested positive for HPV 16/18 at baseline. College-educated participants were four times more likely to have been vaccinated than those reporting high school education or less. 56.5% of HPV-vaccinated participants reported first dose after age 18 and 68.4% after first vaginal intercourse. Women vaccinated after age 18 and women vaccinated after first vaginal intercourse were somewhat more likely to be infected with HPV 16/18 infection compared with women vaccinated earlier, but these associations did not reach statistical significance. Conclusions: HPV vaccination is common among college-educated women in the catch-up population but less common among those without college education. Contrary to current guidelines, catch-up females frequently obtain HPV vaccination after age 18 and first vaginal intercourse. Women without a college education represent an ideal population for targeted HPV vaccination efforts that emphasize vaccination before sexual debut.
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Affiliation(s)
- Molly A Feder
- Department of Epidemiology, University of Washington School of Public Health, Seattle, Washington
| | - Shalini L Kulasingam
- Division of Epidemiology and Community Health, University of Minnesota School of Public Health, Minneapolis, Minnesota
| | - Nancy B Kiviat
- Department of Pathology, University of Washington School of Medicine, Seattle, Washington
| | - Constance Mao
- Department of Obstetrics and Gynecology, University of Washington School of Medicine, Seattle, Washington
| | - Erik J Nelson
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health, Bloomington, Indiana
| | - Rachel L Winer
- Department of Epidemiology, University of Washington School of Public Health, Seattle, Washington
| | - Hilary K Whitham
- Division of Epidemiology and Community Health, University of Minnesota School of Public Health, Minneapolis, Minnesota
| | - John Lin
- Department of Epidemiology, University of Washington School of Public Health, Seattle, Washington
| | - Stephen E Hawes
- Department of Epidemiology, University of Washington School of Public Health, Seattle, Washington
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Clark Goings T, Salas-Wright CP, Belgrave FZ, Nelson EJ, Harezlak J, Vaughn MG. Trends in binge drinking and alcohol abstention among adolescents in the US, 2002-2016. Drug Alcohol Depend 2019; 200:115-123. [PMID: 31121494 DOI: 10.1016/j.drugalcdep.2019.02.034] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2018] [Revised: 02/11/2019] [Accepted: 02/12/2019] [Indexed: 12/14/2022]
Abstract
BACKGROUND Binge drinking accounts for several adverse health, social, legal, and academic outcomes among adolescents. Understanding trends and correlates of binge drinking and alcohol abstention has important implications for policy and programs and was the aim of this study. The current study examined trends in adolescent binge drinking and alcohol abstention by age, gender, and race/ethnicity over a 15-year period. METHODS Respondents between the ages of 12 and 17 years who participated in the National Survey on Drug Use and Health (NSDUH) between 2002 and 2016 were included in the sample of 258,309. Measures included binge drinking, alcohol abstention, and co-morbid factors (e.g., marijuana, other illicit drugs), and demographic factors. RESULTS Logistic regression analyses were conducted to examine the significance of trend changes by sub-groups while controlling for co-morbid and demographic factors. Findings indicated that binge drinking decreased substantially among adolescents in the US over the last 15 years. This decrease was shown among all age, gender, and racial/ethnic groups. In 2002, Year 1 of the study, 26% of 17-year-olds reported past-month binge drinking; in 2016, past-month binge drinking dropped to 12%. Findings also indicated comparable increases in the proportion of youth reporting abstention from alcohol consumption across all subgroups. Black youth reported substantially lower levels of binge alcohol use and higher levels of abstention, although the gap between Black, Hispanic and White youth narrowed substantially between 2002 and 2016. CONCLUSION Study findings are consistent with those of other research showing declines in problem alcohol- use behavior among youth.
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Affiliation(s)
- Trenette Clark Goings
- School of Social Work, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, United States.
| | | | - Faye Z Belgrave
- Department of Psychology, Virginia Commonwealth University, 806 West Franklin Street, Box 842018, Richmond, VA, 23284, United States
| | - Erik J Nelson
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health-Bloomington, 1025 E. 7th Street, Bloomington, IN, 47405, United States
| | - Jaroslaw Harezlak
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health-Bloomington, 1025 E. 7th Street, Bloomington, IN, 47405, United States
| | - Michael G Vaughn
- School of Social Work, College for Public Health and Social Justice, Saint Louis University, 3545 Lafayette Ave, St. Louis, MO, 63104, United States; Graduate School of Social Welfare, Yonsei University, Seoul, Republic of Korea
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20
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Nelson EJ, Luetke MC, Kianersi S, Willis E, Rosenberg M. Knowledge and perceptions of Zika virus transmission in the community of Puerto Plata, Dominican Republic. BMC Infect Dis 2019; 19:339. [PMID: 31014275 PMCID: PMC6480501 DOI: 10.1186/s12879-019-3952-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Accepted: 04/04/2019] [Indexed: 11/10/2022] Open
Abstract
Background Zika virus is associated with increased cases of both microcephaly and Guillain-Barré syndrome. Community knowledge, perceptions and practices to prevent infection with the Zika virus are not well understood, particularly among high risk populations living in resource-poor and Zika-endemic areas. Our objective was to assess knowledge of symptoms, health effects and prevention practices associated with Zika virus in rural communities on the northern coast of the Dominican Republic. Methods Study participants were contacted while attending community events such as free medical clinics and invited to be interviewed regarding their knowledge, attitudes, and perceptions of Zika virus using the World Health Organization’s Zika survey tool. Results Of the 75 Dominicans that participated, 33% did not know who could become infected with Zika. In addition, only 40% of respondents were able to identify mosquitoes or sexual transmission as the primary routes of infection though 51% of respondents thought that Zika was an important issue in their community. Conclusions This study found that general knowledge regarding the basic risks and transmission of Zika were not well understood among a sample of rural Dominicans. Our findings highlight disparities in knowledge and perception of risk from Zika in rural areas compared to previous studies conducted in the Dominican Republic. Education about the basic risks and transmission of Zika are critically needed in these remote populations to reduce Zika transmission.
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Affiliation(s)
- Erik J Nelson
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health - Bloomington, 1025 E. 7th Street, Room C03, Bloomington, IN, 47405, USA.
| | - Maya C Luetke
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health - Bloomington, 1025 E. 7th Street, Room C03, Bloomington, IN, 47405, USA
| | - Sina Kianersi
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health - Bloomington, 1025 E. 7th Street, Room C03, Bloomington, IN, 47405, USA
| | - Erik Willis
- Department of Spanish and Portuguese, Indiana University -Bloomington, Bloomington, Indiana, USA
| | - Molly Rosenberg
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health - Bloomington, 1025 E. 7th Street, Room C03, Bloomington, IN, 47405, USA
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21
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Wheeler DC, Jones RM, Schootman M, Nelson EJ. Explaining variation in elevated blood lead levels among children in Minnesota using neighborhood socioeconomic variables. Sci Total Environ 2019; 650:970-977. [PMID: 30308871 DOI: 10.1016/j.scitotenv.2018.09.088] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/02/2018] [Revised: 09/07/2018] [Accepted: 09/07/2018] [Indexed: 06/08/2023]
Abstract
BACKGROUND Childhood lead exposure is linked to numerous adverse health effects and exposure in the United States is highest among people living in substandard housing, which is disproportionately inhabited by socioeconomically disadvantaged individuals. In this paper, we compared the Vox lead exposure risk score and concentrated disadvantage based on principal component analysis (PCA) to weighted quantile sum (WQS) regression to determine which method was best able to explain variation in elevated blood lead levels (EBLLs). METHODS We constructed indices for census tracts in Minnesota and used them in Poisson regression models to identify the best socioeconomic measure for explaining EBLL risk. RESULTS All indices had a significant association with EBLL in separate models. The WQS index had the best goodness-of-fit, followed next by the Vox index, and then the concentrated disadvantage index. Among the most important variables in the WQS index were percent of houses built before 1940, percent renter occupied housing, percent unemployed, and percent African American population. CONCLUSIONS The WQS approach was best able to explain variation in EBLL risk and identify census tracts where targeted interventions should be focused to reduce lead exposure.
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Affiliation(s)
- David C Wheeler
- Department of Biostatistics, Virginia Commonwealth University, United States of America.
| | - Resa M Jones
- Department of Epidemiology and Biostatistics, College of Public Health, Temple University and Fox Chase Cancer Center, Temple University Health, United States of America
| | - Mario Schootman
- Department of Clinical Analytics and Insights, Center for Clinical Excellence, SSM Health, St. Louis, United States of America
| | - Erik J Nelson
- Department of Epidemiology and Biostatistics, Indiana University-Bloomington, United States of America
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Omodior O, Luetke MC, Nelson EJ. Mosquito-borne infectious disease, risk-perceptions, and personal protective behavior among U.S. international travelers. Prev Med Rep 2018; 12:336-342. [PMID: 30416953 PMCID: PMC6222040 DOI: 10.1016/j.pmedr.2018.10.018] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2018] [Revised: 10/04/2018] [Accepted: 10/25/2018] [Indexed: 11/19/2022] Open
Abstract
Vector-borne diseases account for a significant amount of the global infectious disease burden, including morbidity and mortality. In particular, mosquito-borne infectious diseases (MBIDs) have the greatest burden in number of cases, mortality, and disability-adjusted life years and their prevention and control is critical. However, prevention efforts are hindered by the absence of vaccines and failure of long-term mosquito vector control for these MBIDs. Thus, personal protective behaviors (PPBs) may offer the most promising and effective mode of prevention. This study examines the impact of awareness, perceived susceptibility, and perceived severity for five MBIDs (e.g., Malaria, Dengue, Zika, Chikungunya and West Nile) on the adoption of PPBs. Study participants (n = 1043) were recruited from a probability-based internet panel of adult United States residents with a history of traveling outside of the country in the past year. Data were collected in the U.S. between June 7, 2017 and June 12, 2017. Our findings show that awareness of Zika disease among respondents was consistently associated with adoption of all three PPBs. Respondents that reported high-perceived severity for all five MBIDs were also more likely to report adopting the PPBs of wearing covering clothing and use of mosquito repellent spray. Our findings indicate that U.S. travelers are largely more concerned about Zika, Chikungunya, and Dengue than Malaria and West Nile and that these concerns drive their adoption of the three recommended PPBs. This information should inform the development and design of future public health campaigns for behavior modification to prevent MBIDs.
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Affiliation(s)
- Oghenekaro Omodior
- Department of Recreation, Park, and Tourism Studies, Indiana University School of Public Health-Bloomington, United States of America
| | - Maya C. Luetke
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health-Bloomington, United States of America
| | - Erik J. Nelson
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health-Bloomington, United States of America
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Vaughn MG, Nelson EJ, Oh S, Salas-Wright CP, DeLisi M, Holzer KJ. Abstention from Drug Use and Delinquency Increasing among Youth in the United States, 2002-2014. Subst Use Misuse 2018; 53:1468-1481. [PMID: 29313738 DOI: 10.1080/10826084.2017.1413392] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
BACKGROUND Trends in abstaining from substance use and delinquency among adolescent's ages 12-17 in the United States was examined. METHODS Data was derived from the National Survey on Drug Use and Health (NSDUH) involving non-Hispanic white, African American, and Hispanic respondents (n = 98,620) and spanning the years 2002-2014. Logistic regression was used to examine significance of trend year and correlates of low-risk and high-risk behavioral groups relative to abstaining. RESULTS Overall, the prevalence of abstaining was 47.56% between 2002 and 2014. Prevalence increased significantly among all adolescents from 44.85% in 2002 to 53.58% in 2014. Relative to abstainers nonabstaining youth were more likely to be male, and report lower household income, poorer grades, depression, and lower levels of parental affirmation and control. CONCLUSIONS Findings indicate that there is a corresponding increase in abstaining mirroring the recent decreases found in adolescent drug use found in national surveys.
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Affiliation(s)
- Michael G Vaughn
- a School of Social Work, College for Public Health and Social Justice, Saint Louis University , St. Louis , Missouri , USA
| | - Erik J Nelson
- b Department of Epidemiology and Biostatistics , School of Public Health, Indiana University , Bloomington , Indiana , USA
| | - Sehun Oh
- c School of Social Work, The University of Texas at Austin , Austin , Texas , USA
| | | | - Matt DeLisi
- e Criminal Justice Studies, Iowa State University , Iowa , USA
| | - Katie J Holzer
- a School of Social Work, College for Public Health and Social Justice, Saint Louis University , St. Louis , Missouri , USA
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Nelson EJ, Robinson SMC, Feindel N, Sterling A, Byrne A, Pee Ang K. Horizontal and vertical distribution of sea lice larvae (Lepeophtheirus salmonis) in and around salmon farms in the Bay of Fundy, Canada. J Fish Dis 2018; 41:885-899. [PMID: 29159846 DOI: 10.1111/jfd.12692] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2017] [Revised: 06/08/2017] [Accepted: 06/28/2017] [Indexed: 06/07/2023]
Abstract
The sea louse, Lepeophtheirus salmonis, is parasitic to salmonid species in the Northern Hemisphere and has become a widespread biological and economic problem for the salmon farming industry. A better understanding is needed of their spatial distribution and early life history to disrupt the life cycle of the sea louse. In this study, sea lice larval densities within salmon farms, between salmon farms and reference sites, and at various depths were quantified using both plankton pumps and plankton nets. Farm sites exhibited significantly higher densities than reference sites; however, these densities dropped an order of magnitude at a distance of 100 m from the cages. The majority of the larvae captured in the study were nauplii (93%), and densities ranged from 0 to 10 larvae/m3 . Free-swimming sea lice larvae were found to exhibit a diel cycle where nauplii larvae were in deeper waters (10-17 m) during the day and in surface waters (1-6 m) during the night. The results of this study suggest that the early life-history stages of sea lice originate from and may remain close to active salmon farms, creating a self-sustaining population.
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Affiliation(s)
- E J Nelson
- Fisheries and Oceans Canada, St. Andrews, NB, Canada
| | | | - N Feindel
- Department of Fisheries and Aquaculture, Shelburne, NS, Canada
| | | | - A Byrne
- Department of Geography, University of Victoria, Victoria, BC, Canada
| | - K Pee Ang
- Cooke Aquaculture Inc., Back Bay, NB, Canada
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25
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Guo Y, Lin H, Shi Y, Zheng Y, Li X, Xiao J, Liu T, Zeng W, Vaughn MG, Cummings-Vaughn LA, Nelson EJ, Qian ZM, Ma W, Wu F. Long-term exposure to ambient PM 2.5 associated with fall-related injury in six low- and middle-income countries. Environ Pollut 2018; 237:961-967. [PMID: 29128246 DOI: 10.1016/j.envpol.2017.10.134] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2017] [Revised: 10/05/2017] [Accepted: 10/28/2017] [Indexed: 06/07/2023]
Abstract
Exposure to ambient air pollution has been linked with adverse health outcomes of the circulatory and nervous systems. Given that falls are closely related to circulatory and nervous health, we hypothesize that air pollution may adversely affect fall-related injury. We employed Wave 1 data from 36,662 participants aged ≥50 years in WHO's Study on Global AGEing and Adult Health in six low- and middle-income countries. Ambient annual concentration of PM2.5 was estimated using satellite data. A three-level logistic regression model was applied to examine the long-term association between ambient PM2.5 and the prevalence of fall-related injury, and associated disease burden, as well as the potential effect modification of consumption of fruit and vegetables. Ambient PM2.5 was found to be significantly associated with the risk of fall-related injury. Each 10 μg/m3 increase corresponded to 18% (OR = 1.18, 95% CI: 1.09, 1.28) increase in fall-related injury after adjusting for various covariates. The association was relatively stronger among participants with lower consumption of fruit (OR = 1.22, 95% CI: 1.12, 1.33) than higher consumption (OR = 1.06, 95% CI: 0.92, 1.23), and among those with lower vegetable consumption (OR = 1.18, 95% CI: 1.08, 1.28) than higher consumption (OR = 1.08, 95% CI: 0.91, 1.27). Our study suggests that ambient PM2.5 may be one risk factor for fall-related injury and that higher consumption of fruit and vegetables could alleviate this effect.
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Affiliation(s)
- Yanfei Guo
- Shanghai Municipal Centre for Disease Control and Prevention (Shanghai CDC), Shanghai, China
| | - Hualiang Lin
- Guangdong Provincial Institute of Public Health, Guangzhou, China
| | - Yan Shi
- Shanghai Municipal Centre for Disease Control and Prevention (Shanghai CDC), Shanghai, China
| | - Yang Zheng
- Shanghai Municipal Centre for Disease Control and Prevention (Shanghai CDC), Shanghai, China
| | - Xing Li
- Guangdong Provincial Institute of Public Health, Guangzhou, China
| | - Jianpeng Xiao
- Guangdong Provincial Institute of Public Health, Guangzhou, China
| | - Tao Liu
- Guangdong Provincial Institute of Public Health, Guangzhou, China
| | - Weilin Zeng
- Guangdong Provincial Institute of Public Health, Guangzhou, China
| | - Michael G Vaughn
- Saint Louis University College for Public Health & Social Justice, St. Louis, MO, USA
| | - Lenise A Cummings-Vaughn
- Division of Geriatrics and Nutritional Science, School of Medicine, Washington University-St. Louis, 4921 Parkview Place, St. Louis, MO 63110, USA
| | - Erik J Nelson
- Department of Epidemiology and Biostatistics, IU School of Public Health- Bloomington, 1025 E, 7th Street, Bloomington, IN 47405, USA
| | - Zhengmin Min Qian
- Saint Louis University College for Public Health & Social Justice, St. Louis, MO, USA.
| | - Wenjun Ma
- Guangdong Provincial Institute of Public Health, Guangzhou, China.
| | - Fan Wu
- Shanghai Municipal Centre for Disease Control and Prevention (Shanghai CDC), Shanghai, China.
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Merkow JS, Nelson EJ. Intraoperative Acute Respiratory Failure in an Immunocompromised Patient with Human Metapneumovirus. Am J Case Rep 2018; 19:301-303. [PMID: 29545513 PMCID: PMC5869965 DOI: 10.12659/ajcr.907604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Abstract
Patient: Male, 31 Final Diagnosis: Pneumonia from Human Metapneumovirus pulmonary infection Symptoms: Cough • fatigue Medication: — Clinical Procedure: Hernia repair Specialty: Anesthesiology
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Affiliation(s)
- Justin S Merkow
- Department of Anesthesia, University of Colorado School of Medicine, Aurora, CO, USA
| | - Erik J Nelson
- Department of Anesthesia, University of Colorado School of Medicine, Aurora, CO, USA
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DeLisi M, Nelson EJ, Vaughn MG, Boutwell BB, Salas-Wright CP. An Epidemiological Study of Burglary Offenders: Trends and Predictors of Self-Reported Arrests for Burglary in the United States, 2002-2013. Int J Offender Ther Comp Criminol 2018; 62:1107-1127. [PMID: 27694400 DOI: 10.1177/0306624x16670178] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Burglary is serious property crime with a relatively high incidence and has been shown to be variously associated with other forms of criminal behavior. Unfortunately, an epidemiological understanding of burglary and its correlates is largely missing from the literature. Using public-use data collected between 2002 and 2013 as part of the National Survey on Drug Use and Health (NSDUH), the current study compared those who self-reported burglary arrest in the prior 12 months with and without criminal history. The unadjusted prevalence estimates of self-reported burglary arrest were statistically different for those with a prior arrest history (4.7%) compared with those without an arrest history (0.02%) which is a 235-fold difference. Those with an arrest history were more likely to report lower educational attainment, to have lower income, to have moved more than 3 times in the past 5 years, and to use alcohol, tobacco, illicit drugs, and engage in binge drinking. Moreover, those with prior arrest histories were younger and more likely to be male. There is considerable heterogeneity among burglars with criminal history indicating substantially greater behavioral risk.
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Zeng W, Lang L, Li Y, Guo L, Lin H, Zhang Y, Liu T, Xiao J, Li X, Xu Y, Xu X, Arnold LD, Nelson EJ, Qian Z, Ma W. Estimating the Excess Mortality Risk during Two Red Alert Periods in Beijing, China. Int J Environ Res Public Health 2017; 15:E50. [PMID: 29286335 PMCID: PMC5800149 DOI: 10.3390/ijerph15010050] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/14/2017] [Revised: 12/26/2017] [Accepted: 12/28/2017] [Indexed: 12/04/2022]
Abstract
The magnitude of excess mortality risk due to exposures to heavy air pollution during the red alert periods in Beijing remains unknown. A health impact assessment tool combined with the PM2.5-mortality relationship was applied to estimate the number of excess deaths due to high air pollution exposure during two red alert periods in Beijing, China in December 2015. Daily PM2.5 concentration increased from 80.2 µg/m³ to 159.8 µg/m³ during the first red alert period and from 61.9 µg/m³ to 226 µg/m³ during the second period in 2015 when compared to daily PM2.5 concentrations during the same calendar date of 2013 and 2014. It was estimated that 26 to 42 excessive deaths (including 14 to 34 cardiovascular deaths, and four to 16 respiratory deaths) occurred during the first period, and 40 to 65 excessive deaths (22 to 53 cardiovascular deaths, and six to 13 respiratory deaths) occurred during the second period. The results show that heavy smog may have substantially increased the mortality risk in Beijing, suggesting more stringent air pollution controlling measures should be implemented to protect the public health.
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Affiliation(s)
- Weilin Zeng
- Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou 511430, China.
| | - Lingling Lang
- Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou 511430, China.
| | - Yue Li
- Jiangxi Medical School of Nanchang University, No. 461, Nanchang 330006, China.
| | - Lingchuan Guo
- Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou 511430, China.
| | - Hualiang Lin
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China.
| | - Yonghui Zhang
- Guangdong Provincial Center for Disease Control and Prevention, Guangzhou 511430, China.
| | - Tao Liu
- Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou 511430, China.
| | - Jianpeng Xiao
- Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou 511430, China.
| | - Xing Li
- Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou 511430, China.
| | - Yanjun Xu
- Institute of Chronic Non-Communicable Disease Control and Prevention, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou 511430, China.
| | - Xiaojun Xu
- Institute of Chronic Non-Communicable Disease Control and Prevention, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou 511430, China.
| | - Lauren D Arnold
- College for Public Health and Social Justice, Saint Louis University, Salus Center/Room 473, 3545 Lafayette Avenue, Saint Louis, MO 63104, USA.
| | - Erik J Nelson
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health-Bloomington, Bloomington, IN 47405, USA.
| | - Zhengmin Qian
- College for Public Health and Social Justice, Saint Louis University, Salus Center/Room 473, 3545 Lafayette Avenue, Saint Louis, MO 63104, USA.
| | - Wenjun Ma
- Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou 511430, China.
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Boutwell BB, Nelson EJ, Qian Z, Vaughn MG, Wright JP, Beaver KM, Barnes JC, Petkovsek M, Lewis R, Schootman M, Rosenfeld R. Aggregate-level lead exposure, gun violence, homicide, and rape. PLoS One 2017; 12:e0187953. [PMID: 29176826 PMCID: PMC5703470 DOI: 10.1371/journal.pone.0187953] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2016] [Accepted: 10/10/2017] [Indexed: 11/21/2022] Open
Abstract
CONTEXT An increasing body of research has linked the geographic distribution of lead with various indicators of criminal and antisocial behavior. OBJECTIVE The current study, using data from an ongoing project related to lead exposure in St. Louis City, MO, analyzed the association between aggregate blood lead levels and specific indicators violent crime within the city. DESIGN Ecological study. SETTING St. Louis, Missouri. EXPOSURE MEASURE Blood lead levels. MAIN OUTCOME MEASURE Official reports of violent crimes were categorized as 1) crimes involving a firearm (yes/no), 2) assault crimes (with or without a firearm), 3) robbery crimes (with or without a firearm), 4) homicides and 5) rape. RESULTS With the exception of rape, aggregate blood-lead levels were statistically significant predictors of violent crime at the census tract level. The risk ratios for each of the outcome measures were as follows: firearm crimes 1.03 (1.03-1.04), assault crimes 1.03 (1.02-1.03), robbery crimes 1.03 (1.02-1.04), homicide 1.03 (1.01, 1.04), and rape 1.01 (0.99-1.03). CONCLUSIONS Extending prior research in St. Louis, results suggest that aggregated lead exposure at the census tract level predicted crime outcomes, even after accounting for important sociological variables. Moving forward, a more developed understanding of aggregate level crime may necessitate a shift toward studying the synergy between sociological and biological risk factors such as lead exposure.
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Affiliation(s)
- Brian B. Boutwell
- School of Social Work, Saint Louis University, St. Louis, Missouri, United States of America
- Department of Epidemiology and Biostatistics, Saint Louis University, St. Louis, Missouri, United States of America
| | - Erik J. Nelson
- Department of Epidemiology and Biostatistics, Indiana University – Bloomington, Bloomington, Indiana, United States of America
| | - Zhengmin Qian
- Department of Epidemiology and Biostatistics, Saint Louis University, St. Louis, Missouri, United States of America
| | - Michael G. Vaughn
- School of Social Work, Saint Louis University, St. Louis, Missouri, United States of America
| | - John P. Wright
- School of Criminal Justice, University of Cincinnati, Cincinnati, Ohio, United States of America
- Center for Social and Humanities Research, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Kevin M. Beaver
- Center for Social and Humanities Research, King Abdulaziz University, Jeddah, Saudi Arabia
- College of Criminology and Criminal Justice, Florida State University, Tallahassee, Florida, United States of America
| | - J. C. Barnes
- School of Criminal Justice, University of Cincinnati, Cincinnati, Ohio, United States of America
| | - Melissa Petkovsek
- Department of Criminal Justice, University of Central Missouri, Warrensburg, Missouri, United States of America
| | - Roger Lewis
- Department of Environmental and Occupational Health, Saint Louis University, St. Louis, Missouri, United States of America
| | - Mario Schootman
- Department of Epidemiology and Biostatistics, Saint Louis University, St. Louis, Missouri, United States of America
| | - Richard Rosenfeld
- Department of Criminology and Criminal Justice, University of Missouri-St. Louis, St. Louis, Missouri, United States of America
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Maynard BR, Vaughn MG, Nelson EJ, Salas-Wright CP, Heyne DA, Kremer KP. Truancy in the United States: Examining Temporal Trends and Correlates by Race, Age, and Gender. Child Youth Serv Rev 2017; 81:188-196. [PMID: 29269965 PMCID: PMC5733793 DOI: 10.1016/j.childyouth.2017.08.008] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
BACKGROUND Truancy has long been regarded a common problem in urgent need of effective intervention. Knowledge about factors associated with truancy can guide the development and implementation of interventions. METHOD This paper examined trends in truancy rates between 2002-2014 and correlates of truancy across racial/ethnic groups. Variables of interest included sociodemographic factors (e.g., age, gender, socio-economic background), behavioral factors (e.g., substance use, violence), and psychosocial factors (e.g., academic engagement, grades, parental control). Using data from a large sample of adolescents (n=209,393; 12-17 years) we estimated truancy prevalence rates and examined trends and correlates via regression analyses. RESULTS Truancy rates remained constant between 2002 (10.8%) and 2014 (11.1%). Rates were highest among older youth, females, and Hispanic youth. For all racial/ethnic groups, truancy was significantly correlated with alcohol and marijuana use, fighting, the propensity to take risks, and lower academic engagement and school grades. Other factors were differentially associated with racial/ethnic groups. This divergence in risk patterns for different racial/ethnic groups points to some heterogeneity amongst truant youth. DISCUSSION Despite truancy reduction efforts, truancy rates have remained stable. Efforts to prevent truancy and to intervene with truant youth may need to target risk factors more prevalent in specific racial/ethnic groups.
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Affiliation(s)
- Brandy R. Maynard
- School of Social Work, College for Public Health and Social Justice, Saint Louis University, Tegeler Hall, 3550 Lindell Blvd., St. Louis, MO 63103, United States
| | - Michael G. Vaughn
- School of Social Work, College for Public Health and Social Justice, Saint Louis University, Tegeler Hall, 3550 Lindell Blvd., St. Louis, MO 63103, United States
| | - Erik J. Nelson
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health - Bloomington, 1025 E. 7 Street, Bloomington, IN, 47405, United States.
| | | | - David A. Heyne
- Institute of Psychology, Leiden University, Wassenaarseweg 52, 2333 AK Leiden, The Netherlands.
| | - Kristen P. Kremer
- School of Social Work, College for Public Health and Social Justice, Saint Louis University, Tegeler Hall, 3550 Lindell Blvd., St. Louis, MO 63103, United States
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Yang BY, Qian ZM, Vaughn MG, Nelson EJ, Dharmage SC, Heinrich J, Lin S, Lawrence WR, Ma H, Chen DH, Hu LW, Zeng XW, Xu SL, Zhang C, Dong GH. Is prehypertension more strongly associated with long-term ambient air pollution exposure than hypertension? Findings from the 33 Communities Chinese Health Study. Environ Pollut 2017; 229:696-704. [PMID: 28711568 DOI: 10.1016/j.envpol.2017.07.016] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2017] [Revised: 07/05/2017] [Indexed: 06/07/2023]
Abstract
Numerous studies have evaluated the effects of long-term exposure to ambient air pollution on hypertension. However, little information exists regarding its effects on prehypertension, a very common, but understudied cardiovascular indicator. We evaluated data from 24,845 adults (ages 18-74 years) living in three Northeastern Chinese cities in 2009. Blood pressure (BP) was measured by trained observers using a standardized mercuric-column sphygmomanometer. Three-year (from 2006 to 2008) average concentrations of particles with an aerodynamic diameter ≤10 μm (PM10), sulfur dioxide (SO2), nitrogen dioxides (NO2), and ozone (O3) were calculated using data from monitoring stations. Effects were analyzed using generalized additive models and two-level regression analyses, controlling for covariates. We found positive associations of all pollutants with prehypertension (e.g. odds ratio (OR) was 1.17 (95% confidence interval (CI), 1.09-1.25) per interquartile range (IQR) of PM10) in a fully adjusted model, as compared to normotensive participants. These associations were stronger than associations with hypertension (e.g. OR was 1.03 (95% CI, 1.00, 1.07) per IQR of PM10). We have also found positive associations of all studied pollutants with systolic and diastolic BP: e.g., associations with PM10 per IQR were 1.24 mmHg (95% CI, 1.03-1.45) for systolic BP and 0.47 mmHg (95% CI, 0.33-0.61) for diastolic BP. Further, we observed that associations with BP were stronger in women and in older participants (systolic BP only). In conclusion, long-term exposure to ambient air pollution was more strongly associated with prehypertension than with hypertension, especially among females and the elderly. Thus, interventions to reduce air pollution are of great significance for preventing future cardiovascular events, particularly among individuals with prehypertension.
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Affiliation(s)
- Bo-Yi Yang
- Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Department of Preventive Medicine, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China
| | - Zhengmin Min Qian
- Department of Epidemiology, College for Public Health and Social Justice, Saint Louis University, Saint Louis 63104, USA
| | - Michael G Vaughn
- School of Social Work, College for Public Health and Social Justice, Saint Louis University, Saint Louis 63104, USA
| | - Erik J Nelson
- Department of Epidemiology and Biostatistics, School of Public Health, Indiana University Bloomington, Bloomington, IN 47405, USA
| | - Shyamali C Dharmage
- Allergy and Lung Health Unit, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Vic 3052, Australia
| | - Joachim Heinrich
- Institute and Outpatient Clinic for Occupational, Social and Environmental Medicine, Clinical Center, Ludwig Maximilian University, Comprehensive Pneumology Centre Munich, German Centre for Lung Research, Muenchen 80336, Germany
| | - Shao Lin
- Department of Epidemiology and Biostatistics, School of Public Health, State University of New York, New York 12144-3445, USA
| | - Wayne R Lawrence
- Department of Epidemiology and Biostatistics, School of Public Health, State University of New York, New York 12144-3445, USA
| | - Huimin Ma
- State Key Laboratory of Organic Geochemistry, Guangdong Key Laboratory of Environmental Protection and Resources Utilization, Guangzhou Institute of Geochemistry, Chinese Academy of Sciences, Guangzhou 510640, China
| | - Duo-Hong Chen
- Department of Air Quality Forecasting and Early Warning, Guangdong Environmental Monitoring Center, State Environmental Protection Key Laboratory of Regional Air Quality Monitoring, Guangdong Environmental Protection Key Laboratory of Atmospheric Secondary Pollution, Guangzhou 510308, China
| | - Li-Wen Hu
- Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Department of Preventive Medicine, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China
| | - Xiao-Wen Zeng
- Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Department of Preventive Medicine, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China
| | - Shu-Li Xu
- Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Department of Preventive Medicine, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China
| | - Chuan Zhang
- Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Department of Preventive Medicine, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China
| | - Guang-Hui Dong
- Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Department of Preventive Medicine, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China.
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Abstract
OBJECTIVES To compare pediatric external auditory canal (EAC) foreign body extraction outcomes by clinical setting and identify factors predictive of successful removal. METHODS Retrospective review of pediatric patients with EAC foreign bodies to a single institution emergency department (ED) and otolaryngology clinic (OTO) between January 2010 and April 2015. Patient characteristics, foreign body type, removal attempts, instrumentation utilized, and complications were evaluated with respect to clinical setting and patient outcome. RESULTS In all, 1197 patients with EAC foreign bodies were identified, 759 (63%) of whom presented primarily to the ED. Successful removal was achieved in OTO in 92.9% of cases and the ED in 67.9% of cases. Beads and spherical objects had the overall lowest rates of successful removal. Likelihood of removal decreased significantly after one unsuccessful attempt. Complications were reported in 35.7% of patients undergoing removal in the ED and 5.0% of patients undergoing removal in the otolaryngology clinic. CONCLUSIONS Patients commonly present to the ED for removal of EAC foreign bodies. Referral to an otolaryngologist is recommended if the object is spherical or after one unsuccessful attempt at removal.
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Affiliation(s)
- Kaveh Karimnejad
- 1 Department of Otolaryngology-Head and Neck Surgery, Saint Louis University School of Medicine, St. Louis Missouri, USA
| | - Erik J Nelson
- 2 Indiana University, School of Public Health, Bloomington, Indiana, USA
| | - Rebecca L Rohde
- 3 Saint Louis University School of Medicine, St. Louis, Missouri, USA
| | - Dary J Costa
- 1 Department of Otolaryngology-Head and Neck Surgery, Saint Louis University School of Medicine, St. Louis Missouri, USA
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Shacham E, Nelson EJ, Hoft DF, Schootman M, Garza A. Potential High-Risk Areas for Zika Virus Transmission in the Contiguous United States. Am J Public Health 2017; 107:724-731. [PMID: 28323468 PMCID: PMC5388944 DOI: 10.2105/ajph.2017.303670] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/14/2017] [Indexed: 11/04/2022]
Abstract
OBJECTIVES To understand where transmission of Zika virus has the highest likelihood to occur in the contiguous United States with regard to its transmission both sexually and via Aedes aegypti mosquito bites. METHODS We evaluated the 2 routes of transmission risk with predictors of sexually transmitted infections (percentage women of childbearing age, birthrate, gonorrhea and chlamydia rates, concentrated disadvantage) as a surrogate for unprotected sexual activity and the demographic distribution of the A. aegypti mosquito across 3108 counties in the contiguous United States. RESULTS We found that 507 counties had the highest risk of virus exposure via mosquito vector or unprotected sexual activity; these were concentrated in southern states extending northward along the Atlantic coast and southern California, with the highest predicted risk in Mississippi counties. CONCLUSIONS Identifying areas with higher transmission risk can inform prevention strategies and vector control, and assist in planning for diagnosis and treatment.
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Affiliation(s)
- Enbal Shacham
- Enbal Shacham is with the Department of Behavioral Science and Health Education, College for Public Health and Social Justice, Saint Louis University, St Louis, MO. Erik J. Nelson is with the Department of Epidemiology and Biostatistics, Indiana University School of Public Health, Bloomington. Daniel F. Hoft is with the Departments of Internal Medicine and Molecular Microbiology, School of Medicine, Saint Louis University. Mario Schootman and Alexander Garza are with the Department of Epidemiology, College for Public Health and Social Justice, Saint Louis University
| | - Erik J Nelson
- Enbal Shacham is with the Department of Behavioral Science and Health Education, College for Public Health and Social Justice, Saint Louis University, St Louis, MO. Erik J. Nelson is with the Department of Epidemiology and Biostatistics, Indiana University School of Public Health, Bloomington. Daniel F. Hoft is with the Departments of Internal Medicine and Molecular Microbiology, School of Medicine, Saint Louis University. Mario Schootman and Alexander Garza are with the Department of Epidemiology, College for Public Health and Social Justice, Saint Louis University
| | - Daniel F Hoft
- Enbal Shacham is with the Department of Behavioral Science and Health Education, College for Public Health and Social Justice, Saint Louis University, St Louis, MO. Erik J. Nelson is with the Department of Epidemiology and Biostatistics, Indiana University School of Public Health, Bloomington. Daniel F. Hoft is with the Departments of Internal Medicine and Molecular Microbiology, School of Medicine, Saint Louis University. Mario Schootman and Alexander Garza are with the Department of Epidemiology, College for Public Health and Social Justice, Saint Louis University
| | - Mario Schootman
- Enbal Shacham is with the Department of Behavioral Science and Health Education, College for Public Health and Social Justice, Saint Louis University, St Louis, MO. Erik J. Nelson is with the Department of Epidemiology and Biostatistics, Indiana University School of Public Health, Bloomington. Daniel F. Hoft is with the Departments of Internal Medicine and Molecular Microbiology, School of Medicine, Saint Louis University. Mario Schootman and Alexander Garza are with the Department of Epidemiology, College for Public Health and Social Justice, Saint Louis University
| | - Alexander Garza
- Enbal Shacham is with the Department of Behavioral Science and Health Education, College for Public Health and Social Justice, Saint Louis University, St Louis, MO. Erik J. Nelson is with the Department of Epidemiology and Biostatistics, Indiana University School of Public Health, Bloomington. Daniel F. Hoft is with the Departments of Internal Medicine and Molecular Microbiology, School of Medicine, Saint Louis University. Mario Schootman and Alexander Garza are with the Department of Epidemiology, College for Public Health and Social Justice, Saint Louis University
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Zeng XW, Qian ZM, Vaughn MG, Nelson EJ, Dharmage SC, Bowatte G, Perret J, Chen DH, Ma H, Lin S, de Foy B, Hu LW, Yang BY, Xu SL, Zhang C, Tian YP, Nian M, Wang J, Xiao X, Bao WW, Zhang YZ, Dong GH. Positive association between short-term ambient air pollution exposure and children blood pressure in China-Result from the Seven Northeast Cities (SNEC) study. Environ Pollut 2017; 224:698-705. [PMID: 28259583 DOI: 10.1016/j.envpol.2017.02.054] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/21/2016] [Revised: 01/21/2017] [Accepted: 02/21/2017] [Indexed: 05/20/2023]
Abstract
The impact of ambient air pollution on health causes concerns in China. However, little is known about the association of short-term air pollution exposure with blood pressure (BP) in children. The goal of present study was to assess the association between short-term air pollution and BP in children from a highly polluted area in China. This study enrolled 9354 children in 24 elementary and middle schools (aged 5-17 years) from the Seven Northeast Cities (SNEC) study, respectively, during the period of 2012-2013. Ambient air pollutants, including particulate matter with an aerodynamic diameter of ≤10 μm (PM10), sulfur dioxide (SO2), nitrogen dioxide (NO2) and ozone (O3) on the days (1-5 days) preceding BP examination were collected from local air monitoring stations. Generalized additive models and two-level regression analyses were used to evaluate the relationship between air pollution and BP after adjusting for other covariates. Results showed that with an interquartile range (IQR) increase in PM10 (50.0 μg/m3) and O3 (53.0 μg/m3) level during the 5-day mean exposure, positive associations with elevated BP were observed, with an odds ratio of 2.17 (95% CI, 1.61-2.93) for PM10 and 2.77 (95% CI, 1.94-3.95) for O3. Both systolic BP and diastolic BP levels were positively associated with an IQR increase of four air pollutants at different lag times. Specifically, an IQR increase in the 5-day mean of PM10 and O3 was associated with elevation of 2.07 mmHg (95% CI, 1.71-2.44) and 3.29 mmHg (95% CI, 2.86-3.72) in systolic BP, respectively. When stratified by sex, positive relationships were observed for elevated BP with NO2 exposure only in males. This is the first report on the relationship between ambient short-term air pollution exposure and children BP in China. Findings indicate a need to control air pollutants and protect children from heavy air pollution exposure in China.
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Affiliation(s)
- Xiao-Wen Zeng
- Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Department of Preventive Medicine, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China
| | - Zhengmin Min Qian
- Department of Epidemiology, College for Public Health and Social Justice, Saint Louis University, Saint Louis 63104, USA
| | - Michael G Vaughn
- School of Social Work, College for Public Health and Social Justice, Saint Louis University, Saint Louis 63104, USA
| | - Erik J Nelson
- Department of Epidemiology and Biostatistics, School of Public Health, Indiana University Bloomington, Bloomington, IN 47405, USA
| | - Shyamali C Dharmage
- Allergy and Lung Health Unit, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Vic 3052, Australia
| | - Gayan Bowatte
- Allergy and Lung Health Unit, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Vic 3052, Australia
| | - Jennifer Perret
- Allergy and Lung Health Unit, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Vic 3052, Australia
| | - Duo-Hong Chen
- Guangdong Environmental Monitoring Center, State Environmental Protection Key Laboratory of Regional Air Quality Monitoring, Guangdong Environmental Protection Key Laboratory of Atmospheric Secondary Pollution, Guangzhou 510308, China
| | - Huimin Ma
- State Key Laboratory of Organic Geochemistry and Guangdong Key Laboratory of Environmental Protection and Resources Utilization, Guangzhou Institute of Geochemistry, Chinese Academy of Sciences, Guangzhou 510640, China
| | - Shao Lin
- Department of Epidemiology and Biostatistics, School of Public Health, State University of New York, Albany, NY 12144-3445, USA
| | - Benjamin de Foy
- Department of Earth and Atmospheric Sciences, Saint Louis University, Saint Louis 63108, USA
| | - Li-Wen Hu
- Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Department of Preventive Medicine, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China
| | - Bo-Yi Yang
- Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Department of Preventive Medicine, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China
| | - Shu-Li Xu
- Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Department of Preventive Medicine, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China
| | - Chuan Zhang
- Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Department of Preventive Medicine, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China
| | - Yan-Peng Tian
- Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Department of Preventive Medicine, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China
| | - Min Nian
- Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Department of Preventive Medicine, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China
| | - Jia Wang
- Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Department of Preventive Medicine, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China
| | - Xiang Xiao
- Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Department of Preventive Medicine, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China
| | - Wen-Wen Bao
- Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Department of Preventive Medicine, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China
| | - Ya-Zhi Zhang
- Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Department of Preventive Medicine, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China
| | - Guang-Hui Dong
- Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Department of Preventive Medicine, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China.
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Salas-Wright CP, Nelson EJ, Vaughn MG, Reingle Gonzalez JM, Córdova D. Trends in Fighting and Violence Among Adolescents in the United States, 2002-2014. Am J Public Health 2017; 107:977-982. [PMID: 28426317 DOI: 10.2105/ajph.2017.303743] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
OBJECTIVES To examine trends in and correlates of fighting and violence among youths from the 3 largest racial/ethnic groups in the United States. METHODS We derived race/ethnicity-specific prevalence estimates for fighting, group fighting, and attacks with intent to harm from the National Survey on Drug Use and Health, a population-based study of youths aged 12 to 17 years. RESULTS The prevalence of youth fighting and violence decreased significantly in all racial/ethnic groups over the study period (2002-2014), dropping from a high of 33.6% in 2003 to a low of 23.7% in 2014, reflecting a 29% decrease in the relative proportion of young people involved in these behaviors. However, there was also a clear severity gradient in which year-by-year point estimates for fighting and violence were consistently highest among non-Hispanic African American youths, followed by Hispanic and then non-Hispanic White youths. CONCLUSIONS Although fighting and violence are on the decline among young people in general and across racial/ethnic subgroups, there is a stable pattern of disparities in youth involvement in these behaviors.
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Affiliation(s)
- Christopher P Salas-Wright
- Christopher P. Salas-Wright is with the School of Social Work, Boston University, Boston, MA. Erik J. Nelson is with the School of Public Health, Indiana University, Bloomington. Michael G. Vaughn is with the School of Social Work, College for Public Health and Social Justice, Saint Louis University, St. Louis, MO. Jennifer M. Reingle Gonzalez is with the School of Public Health, Division of Epidemiology, Human Genetics, and Environmental Sciences, University of Texas, Dallas Regional Campus. David Córdova is with the School of Social Work, University of Michigan, Ann Arbor
| | - Erik J Nelson
- Christopher P. Salas-Wright is with the School of Social Work, Boston University, Boston, MA. Erik J. Nelson is with the School of Public Health, Indiana University, Bloomington. Michael G. Vaughn is with the School of Social Work, College for Public Health and Social Justice, Saint Louis University, St. Louis, MO. Jennifer M. Reingle Gonzalez is with the School of Public Health, Division of Epidemiology, Human Genetics, and Environmental Sciences, University of Texas, Dallas Regional Campus. David Córdova is with the School of Social Work, University of Michigan, Ann Arbor
| | - Michael G Vaughn
- Christopher P. Salas-Wright is with the School of Social Work, Boston University, Boston, MA. Erik J. Nelson is with the School of Public Health, Indiana University, Bloomington. Michael G. Vaughn is with the School of Social Work, College for Public Health and Social Justice, Saint Louis University, St. Louis, MO. Jennifer M. Reingle Gonzalez is with the School of Public Health, Division of Epidemiology, Human Genetics, and Environmental Sciences, University of Texas, Dallas Regional Campus. David Córdova is with the School of Social Work, University of Michigan, Ann Arbor
| | - Jennifer M Reingle Gonzalez
- Christopher P. Salas-Wright is with the School of Social Work, Boston University, Boston, MA. Erik J. Nelson is with the School of Public Health, Indiana University, Bloomington. Michael G. Vaughn is with the School of Social Work, College for Public Health and Social Justice, Saint Louis University, St. Louis, MO. Jennifer M. Reingle Gonzalez is with the School of Public Health, Division of Epidemiology, Human Genetics, and Environmental Sciences, University of Texas, Dallas Regional Campus. David Córdova is with the School of Social Work, University of Michigan, Ann Arbor
| | - David Córdova
- Christopher P. Salas-Wright is with the School of Social Work, Boston University, Boston, MA. Erik J. Nelson is with the School of Public Health, Indiana University, Bloomington. Michael G. Vaughn is with the School of Social Work, College for Public Health and Social Justice, Saint Louis University, St. Louis, MO. Jennifer M. Reingle Gonzalez is with the School of Public Health, Division of Epidemiology, Human Genetics, and Environmental Sciences, University of Texas, Dallas Regional Campus. David Córdova is with the School of Social Work, University of Michigan, Ann Arbor
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Lin H, Guo Y, Di Q, Zheng Y, Kowal P, Xiao J, Liu T, Li X, Zeng W, Howard SW, Nelson EJ, Qian Z, Ma W, Wu F. Ambient PM 2.5 and Stroke: Effect Modifiers and Population Attributable Risk in Six Low- and Middle-Income Countries. Stroke 2017; 48:1191-1197. [PMID: 28386038 DOI: 10.1161/strokeaha.116.015739] [Citation(s) in RCA: 80] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2016] [Revised: 02/26/2017] [Accepted: 03/02/2017] [Indexed: 01/27/2023]
Abstract
BACKGROUND AND PURPOSE Short-term exposure to ambient fine particulate pollution (PM2.5) has been linked to increased stroke. Few studies, however, have examined the effects of long-term exposure. METHODS A total of 45 625 participants were interviewed and included in this study, the participants came from the Study on Global Ageing and Adult Health, a prospective cohort in 6 low- and middle-income countries. Ambient PM2.5 levels were estimated for participants' communities using satellite data. A multilevel logistic regression model was used to examine the association between long-term PM2.5 exposure and stroke. Potential effect modification by physical activity and consumption of fruit and vegetables was assessed. RESULTS The odds of stroke were 1.13 (95% confidence interval, 1.04-1.22) for each 10 μg/m3 increase in PM2.5. This effect remained after adjustment for confounding factors including age, sex, smoking, and indoor air pollution (adjusted odds ratio=1.12; 95% confidence interval, 1.04-1.21). Further stratified analyses suggested that participants with higher levels of physical activity had greater odds of stroke, whereas those with higher consumption of fruit and vegetables had lower odds of stroke. These effects remained robust in sensitivity analyses. We further estimated that 6.55% (95% confidence interval, 1.97%-12.01%) of the stroke cases could be attributable to ambient PM2.5 in the study population. CONCLUSIONS This study suggests that ambient PM2.5 may increase the risk of stroke and may be responsible for the astounding stroke burden in low- and middle-income countries. In addition, greater physical activity may enhance, whereas greater consumption of fruit and vegetables may mitigate the effect.
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Affiliation(s)
- Hualiang Lin
- From the Guangdong Provincial Institute of Public Health, Guangzhou, China (H.L., J.X., T.L., X.L., W.Z.,W.M.); Shanghai Municipal Centre for Disease Control and Prevention, China (Y.G., Y.Z., F.W.); Harvard T.H. Chan School of Public Health, Boston, MA (Q.D.); Department of Health Statistics and Information Systems, World Health Organization, WHO SAGE, Geneva, Switzerland (P.K.); University of Newcastle Research Centre on Gender, Health and Ageing, Australia (P.K.); Saint Louis University College for Public Health and Social Justice, Missouri (S.H., Z.Q.); Department of Epidemiology and Biostatistics, IU School of Public Health-Bloomington, Indiana (E.N.)
| | - Yanfei Guo
- From the Guangdong Provincial Institute of Public Health, Guangzhou, China (H.L., J.X., T.L., X.L., W.Z.,W.M.); Shanghai Municipal Centre for Disease Control and Prevention, China (Y.G., Y.Z., F.W.); Harvard T.H. Chan School of Public Health, Boston, MA (Q.D.); Department of Health Statistics and Information Systems, World Health Organization, WHO SAGE, Geneva, Switzerland (P.K.); University of Newcastle Research Centre on Gender, Health and Ageing, Australia (P.K.); Saint Louis University College for Public Health and Social Justice, Missouri (S.H., Z.Q.); Department of Epidemiology and Biostatistics, IU School of Public Health-Bloomington, Indiana (E.N.)
| | - Qian Di
- From the Guangdong Provincial Institute of Public Health, Guangzhou, China (H.L., J.X., T.L., X.L., W.Z.,W.M.); Shanghai Municipal Centre for Disease Control and Prevention, China (Y.G., Y.Z., F.W.); Harvard T.H. Chan School of Public Health, Boston, MA (Q.D.); Department of Health Statistics and Information Systems, World Health Organization, WHO SAGE, Geneva, Switzerland (P.K.); University of Newcastle Research Centre on Gender, Health and Ageing, Australia (P.K.); Saint Louis University College for Public Health and Social Justice, Missouri (S.H., Z.Q.); Department of Epidemiology and Biostatistics, IU School of Public Health-Bloomington, Indiana (E.N.)
| | - Yang Zheng
- From the Guangdong Provincial Institute of Public Health, Guangzhou, China (H.L., J.X., T.L., X.L., W.Z.,W.M.); Shanghai Municipal Centre for Disease Control and Prevention, China (Y.G., Y.Z., F.W.); Harvard T.H. Chan School of Public Health, Boston, MA (Q.D.); Department of Health Statistics and Information Systems, World Health Organization, WHO SAGE, Geneva, Switzerland (P.K.); University of Newcastle Research Centre on Gender, Health and Ageing, Australia (P.K.); Saint Louis University College for Public Health and Social Justice, Missouri (S.H., Z.Q.); Department of Epidemiology and Biostatistics, IU School of Public Health-Bloomington, Indiana (E.N.)
| | - Paul Kowal
- From the Guangdong Provincial Institute of Public Health, Guangzhou, China (H.L., J.X., T.L., X.L., W.Z.,W.M.); Shanghai Municipal Centre for Disease Control and Prevention, China (Y.G., Y.Z., F.W.); Harvard T.H. Chan School of Public Health, Boston, MA (Q.D.); Department of Health Statistics and Information Systems, World Health Organization, WHO SAGE, Geneva, Switzerland (P.K.); University of Newcastle Research Centre on Gender, Health and Ageing, Australia (P.K.); Saint Louis University College for Public Health and Social Justice, Missouri (S.H., Z.Q.); Department of Epidemiology and Biostatistics, IU School of Public Health-Bloomington, Indiana (E.N.)
| | - Jianpeng Xiao
- From the Guangdong Provincial Institute of Public Health, Guangzhou, China (H.L., J.X., T.L., X.L., W.Z.,W.M.); Shanghai Municipal Centre for Disease Control and Prevention, China (Y.G., Y.Z., F.W.); Harvard T.H. Chan School of Public Health, Boston, MA (Q.D.); Department of Health Statistics and Information Systems, World Health Organization, WHO SAGE, Geneva, Switzerland (P.K.); University of Newcastle Research Centre on Gender, Health and Ageing, Australia (P.K.); Saint Louis University College for Public Health and Social Justice, Missouri (S.H., Z.Q.); Department of Epidemiology and Biostatistics, IU School of Public Health-Bloomington, Indiana (E.N.)
| | - Tao Liu
- From the Guangdong Provincial Institute of Public Health, Guangzhou, China (H.L., J.X., T.L., X.L., W.Z.,W.M.); Shanghai Municipal Centre for Disease Control and Prevention, China (Y.G., Y.Z., F.W.); Harvard T.H. Chan School of Public Health, Boston, MA (Q.D.); Department of Health Statistics and Information Systems, World Health Organization, WHO SAGE, Geneva, Switzerland (P.K.); University of Newcastle Research Centre on Gender, Health and Ageing, Australia (P.K.); Saint Louis University College for Public Health and Social Justice, Missouri (S.H., Z.Q.); Department of Epidemiology and Biostatistics, IU School of Public Health-Bloomington, Indiana (E.N.)
| | - Xing Li
- From the Guangdong Provincial Institute of Public Health, Guangzhou, China (H.L., J.X., T.L., X.L., W.Z.,W.M.); Shanghai Municipal Centre for Disease Control and Prevention, China (Y.G., Y.Z., F.W.); Harvard T.H. Chan School of Public Health, Boston, MA (Q.D.); Department of Health Statistics and Information Systems, World Health Organization, WHO SAGE, Geneva, Switzerland (P.K.); University of Newcastle Research Centre on Gender, Health and Ageing, Australia (P.K.); Saint Louis University College for Public Health and Social Justice, Missouri (S.H., Z.Q.); Department of Epidemiology and Biostatistics, IU School of Public Health-Bloomington, Indiana (E.N.)
| | - Weilin Zeng
- From the Guangdong Provincial Institute of Public Health, Guangzhou, China (H.L., J.X., T.L., X.L., W.Z.,W.M.); Shanghai Municipal Centre for Disease Control and Prevention, China (Y.G., Y.Z., F.W.); Harvard T.H. Chan School of Public Health, Boston, MA (Q.D.); Department of Health Statistics and Information Systems, World Health Organization, WHO SAGE, Geneva, Switzerland (P.K.); University of Newcastle Research Centre on Gender, Health and Ageing, Australia (P.K.); Saint Louis University College for Public Health and Social Justice, Missouri (S.H., Z.Q.); Department of Epidemiology and Biostatistics, IU School of Public Health-Bloomington, Indiana (E.N.)
| | - Steven W Howard
- From the Guangdong Provincial Institute of Public Health, Guangzhou, China (H.L., J.X., T.L., X.L., W.Z.,W.M.); Shanghai Municipal Centre for Disease Control and Prevention, China (Y.G., Y.Z., F.W.); Harvard T.H. Chan School of Public Health, Boston, MA (Q.D.); Department of Health Statistics and Information Systems, World Health Organization, WHO SAGE, Geneva, Switzerland (P.K.); University of Newcastle Research Centre on Gender, Health and Ageing, Australia (P.K.); Saint Louis University College for Public Health and Social Justice, Missouri (S.H., Z.Q.); Department of Epidemiology and Biostatistics, IU School of Public Health-Bloomington, Indiana (E.N.)
| | - Erik J Nelson
- From the Guangdong Provincial Institute of Public Health, Guangzhou, China (H.L., J.X., T.L., X.L., W.Z.,W.M.); Shanghai Municipal Centre for Disease Control and Prevention, China (Y.G., Y.Z., F.W.); Harvard T.H. Chan School of Public Health, Boston, MA (Q.D.); Department of Health Statistics and Information Systems, World Health Organization, WHO SAGE, Geneva, Switzerland (P.K.); University of Newcastle Research Centre on Gender, Health and Ageing, Australia (P.K.); Saint Louis University College for Public Health and Social Justice, Missouri (S.H., Z.Q.); Department of Epidemiology and Biostatistics, IU School of Public Health-Bloomington, Indiana (E.N.)
| | - Zhengmin Qian
- From the Guangdong Provincial Institute of Public Health, Guangzhou, China (H.L., J.X., T.L., X.L., W.Z.,W.M.); Shanghai Municipal Centre for Disease Control and Prevention, China (Y.G., Y.Z., F.W.); Harvard T.H. Chan School of Public Health, Boston, MA (Q.D.); Department of Health Statistics and Information Systems, World Health Organization, WHO SAGE, Geneva, Switzerland (P.K.); University of Newcastle Research Centre on Gender, Health and Ageing, Australia (P.K.); Saint Louis University College for Public Health and Social Justice, Missouri (S.H., Z.Q.); Department of Epidemiology and Biostatistics, IU School of Public Health-Bloomington, Indiana (E.N.).
| | - Wenjun Ma
- From the Guangdong Provincial Institute of Public Health, Guangzhou, China (H.L., J.X., T.L., X.L., W.Z.,W.M.); Shanghai Municipal Centre for Disease Control and Prevention, China (Y.G., Y.Z., F.W.); Harvard T.H. Chan School of Public Health, Boston, MA (Q.D.); Department of Health Statistics and Information Systems, World Health Organization, WHO SAGE, Geneva, Switzerland (P.K.); University of Newcastle Research Centre on Gender, Health and Ageing, Australia (P.K.); Saint Louis University College for Public Health and Social Justice, Missouri (S.H., Z.Q.); Department of Epidemiology and Biostatistics, IU School of Public Health-Bloomington, Indiana (E.N.)
| | - Fan Wu
- From the Guangdong Provincial Institute of Public Health, Guangzhou, China (H.L., J.X., T.L., X.L., W.Z.,W.M.); Shanghai Municipal Centre for Disease Control and Prevention, China (Y.G., Y.Z., F.W.); Harvard T.H. Chan School of Public Health, Boston, MA (Q.D.); Department of Health Statistics and Information Systems, World Health Organization, WHO SAGE, Geneva, Switzerland (P.K.); University of Newcastle Research Centre on Gender, Health and Ageing, Australia (P.K.); Saint Louis University College for Public Health and Social Justice, Missouri (S.H., Z.Q.); Department of Epidemiology and Biostatistics, IU School of Public Health-Bloomington, Indiana (E.N.)
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Salas-Wright CP, Vaughn MG, Cummings-Vaughn LA, Holzer KJ, Nelson EJ, AbiNader M, Oh S. Trends and correlates of marijuana use among late middle-aged and older adults in the United States, 2002-2014. Drug Alcohol Depend 2017; 171:97-106. [PMID: 28063338 PMCID: PMC5263052 DOI: 10.1016/j.drugalcdep.2016.11.031] [Citation(s) in RCA: 92] [Impact Index Per Article: 13.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2016] [Revised: 11/22/2016] [Accepted: 11/23/2016] [Indexed: 11/29/2022]
Abstract
BACKGROUND Recent trend studies suggest that marijuana use is on the rise among the general population of adults ages 18 and older in the United States. However, little is known about the trends in marijuana use and marijuana-specific risk/protective factors among American adults during the latter part of adulthood. METHOD Findings are based on repeated, cross-sectional data collected from late middle-aged (ages 50-64) and older adults (ages 65 and older) surveyed as part of the National Survey on Drug Use and Health between 2002 and 2014. RESULTS The prevalence of past-year marijuana use among late middle-aged adults increased significantly from a low of 2.95% in 2003 to a high of 9.08% in 2014. Similarly, the prevalence of marijuana use increased significantly among older adults from a low of 0.15% in 2003 to a high of 2.04% in 2014. Notably, the upward trends in marijuana use remained significant even when accounting for sociodemographic, substance use, behavioral, and health-related factors. We also found that decreases in marijuana-specific protective factors were associated with the observed trend changes in marijuana use among late middle-aged and older adults, and observed a weakening of the association between late-middle aged marijuana use and risk propensity, other illicit drug use, and criminal justice system involvement over the course of the study. CONCLUSIONS Findings from the present study provide robust evidence indicating that marijuana use among older Americans has increased markedly in recent years, with the most evident changes observed between 2008 and 2014.
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Affiliation(s)
| | - Michael G. Vaughn
- School of Social Work, College for Public Health and Social Justice, Saint Louis University, St. Louis, MO, United States
| | | | - Katherine J. Holzer
- School of Social Work, College for Public Health and Social Justice, Saint Louis University, St. Louis, MO, United States
| | - Erik J. Nelson
- School of Public Health, Indiana University, Bloomington, IN, United States
| | - Millan AbiNader
- School of Social Work, Boston University, Boston, MA, United States
| | - Sehun Oh
- School of Social Work, The University of Texas at Austin, Austin, TX, United States
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Abstract
Patient: Female, 13 Final Diagnosis: Postoperative conversion disorder Symptoms: Right-sided weakness and right-sided sensory loss • difficulty speaking Medication: — Clinical Procedure: EUS/EGD Specialty: Anesthesiology
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Affiliation(s)
- Erik J Nelson
- Anesthesiology, Academic Office One, University of Colorado School of Medicine, Aurora, CO, USA
| | - Jennifer Y Wu
- Anesthesiology, Academic Office One, University of Colorado School of Medicine, Aurora, CO, USA
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Abstract
The reaction of the mesogenic epoxy monomer, p-bis(2,3-epoxypropoxy)-α-methylstilbene, with bis(hydroxyphenyl)- iso-propylidene and bis(hydroxyphenyl)hexafluoro- iso-propylidene affords new semifluorinated poly(hydroxy aryl ether) thermoplastics with controlled properties dependent upon fluorine incorporation. Step-growth polymerization in a DMAc solution (33 wt%) gave linear polymers with molecular weights ranging from 29 000–60 000 Mw and polydispersities ( Mw/Mn) from 1.7–2.1 (gel permeation chromatography). The polymers can be solution or melt processed, exhibit Tg’s ranging from 78 to 105 °C (dynamic scanning calorimetry) and maintain thermal stability above 390 °C (thermogravimetric analysis). The polymerization, characterization, and potential mesophase formation as a function of polymer dimensions and semifluorination is discussed.
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Affiliation(s)
- Erik J Nelson
- Department of Chemistry, Clemson University, Clemson, SC 29634-0973, USA
| | - Stephen H Foulger
- School of Textiles, Fiber, and Polymer Science, Clemson University, Clemson, SC 29634-0973, USA
| | - Dennis W Smith
- Department of Chemistry, Clemson University, Clemson, SC 29634-0973, USA
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Nelson EJ, Maynard BR, Loux T, Fatla J, Gordon R, Arnold LD. The acceptability of self-sampled screening for HPV DNA: a systematic review and meta-analysis. Sex Transm Infect 2016; 93:56-61. [DOI: 10.1136/sextrans-2016-052609] [Citation(s) in RCA: 107] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2016] [Revised: 09/01/2016] [Accepted: 09/29/2016] [Indexed: 01/17/2023] Open
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Nelson EJ, Helmus MR, Cavender-Bares J, Polasky S, Lasky JR, Zanne AE, Pearse WD, Kraft NJB, Miteva DA, Fagan WF. Commercial Plant Production and Consumption Still Follow the Latitudinal Gradient in Species Diversity despite Economic Globalization. PLoS One 2016; 11:e0163002. [PMID: 27706180 PMCID: PMC5051709 DOI: 10.1371/journal.pone.0163002] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2016] [Accepted: 08/31/2016] [Indexed: 11/29/2022] Open
Abstract
Increasing trade between countries and gains in income have given consumers around the world access to a richer and more diverse set of commercial plant products (i.e., foods and fibers produced by farmers). According to the economic theory of comparative advantage, countries open to trade will be able to consume more–in terms of volume and diversity–if they concentrate production on commodities that they can most cost-effectively produce, while importing goods that are expensive to produce, relative to other countries. Here, we perform a global analysis of traded commercial plant products and find little evidence that increasing globalization has incentivized agricultural specialization. Instead, a country’s plant production and consumption patterns are still largely determined by local evolutionary legacies of plant diversification. Because tropical countries harbor a greater diversity of lineages across the tree of life than temperate countries, tropical countries produce and consume a greater diversity of plant products than do temperate countries. In contrast, the richer and more economically advanced temperate countries have the capacity to produce and consume more plant species than the generally poorer tropical countries, yet this collection of plant species is drawn from fewer branches on the tree of life. Why have countries not increasingly specialized in plant production despite the theoretical financial incentive to do so? Potential explanations include the persistence of domestic agricultural subsidies that distort production decisions, cultural preferences for diverse local food production, and that diverse food production protects rural households in developing countries from food price shocks. Less specialized production patterns will make crop systems more resilient to zonal climatic and social perturbations, but this may come at the expense of global crop production efficiency, an important step in making the transition to a hotter and more crowded world.
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Affiliation(s)
- Erik J. Nelson
- Department of Economics, Bowdoin College, Brunswick, Maine, United States of America
- * E-mail:
| | - Matthew R. Helmus
- Center for Biodiversity, Department of Biology, Temple University, Philadelphia, Pennsylvania, United States of America
- Department of Ecological Sciences—Animal Ecology, Vrije Universiteit, Amsterdam, Netherlands
| | - Jeannine Cavender-Bares
- Department of Ecology, Evolution, and Behavior, University of Minnesota, Saint Paul, Minnesota, United States of America
- Institute on Environment, University of Minnesota, Saint Paul, Minnesota, United States of America
| | - Stephen Polasky
- Department of Ecology, Evolution, and Behavior, University of Minnesota, Saint Paul, Minnesota, United States of America
- Institute on Environment, University of Minnesota, Saint Paul, Minnesota, United States of America
- Department of Applied Economics, University of Minnesota, Saint Paul, Minnesota, United States of America
| | - Jesse R. Lasky
- Earth Institute, Columbia University, New York, New York, United States of America
- Department of Ecology, Evolution, and Environmental Biology, Columbia University, New York, New York, United States of America
| | - Amy E. Zanne
- Department of Biological Sciences, George Washington University, Washington, D.C., United States of America
| | - William D. Pearse
- Department of Ecology, Evolution, and Behavior, University of Minnesota, Saint Paul, Minnesota, United States of America
| | - Nathan J. B. Kraft
- Department of Biology, University of Maryland, College Park, Maryland, United States of America
| | - Daniela A. Miteva
- Department of Agricultural, Environmental, and Development Economics, The Ohio State University, Columbus, Ohio, United States of America
| | - William F. Fagan
- Department of Biology, University of Maryland, College Park, Maryland, United States of America
- National Socio-environmental Synthesis Center (SESYNC), University of Maryland, Annapolis, Maryland, United States of America
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Lin H, Ma W, Qiu H, Vaughn MG, Nelson EJ, Qian Z, Tian L. Is standard deviation of daily PM2.5 concentration associated with respiratory mortality? Environ Pollut 2016; 216:208-214. [PMID: 27262134 DOI: 10.1016/j.envpol.2016.05.068] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2016] [Revised: 05/09/2016] [Accepted: 05/24/2016] [Indexed: 06/05/2023]
Abstract
Studies on health effects of air pollution often use daily mean concentration to estimate exposure while ignoring daily variations. This study examined the health effects of daily variation of PM2.5. We calculated daily mean and standard deviations of PM2.5 in Hong Kong between 1998 and 2011. We used a generalized additive model to estimate the association between respiratory mortality and daily mean and variation of PM2.5, as well as their interaction. We controlled for potential confounders, including temporal trends, day of the week, meteorological factors, and gaseous air pollutants. Both daily mean and standard deviation of PM2.5 were significantly associated with mortalities from overall respiratory diseases and pneumonia. Each 10 μg/m(3) increment in daily mean concentration at lag 2 day was associated with a 0.61% (95% CI: 0.19%, 1.03%) increase in overall respiratory mortality and a 0.67% (95% CI: 0.14%, 1.21%) increase in pneumonia mortality. And a 10 μg/m(3) increase in standard deviation at lag 1 day corresponded to a 1.40% (95% CI: 0.35%, 2.46%) increase in overall respiratory mortality, and a 1.80% (95% CI: 0.46%, 3.16%) increase in pneumonia mortality. We also observed a positive but non-significant synergistic interaction between daily mean and variation on respiratory mortality and pneumonia mortality. However, we did not find any significant association with mortality from chronic obstructive pulmonary diseases. Our study suggests that, besides mean concentration, the standard deviation of PM2.5 might be one potential predictor of respiratory mortality in Hong Kong, and should be considered when assessing the respiratory effects of PM2.5.
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Affiliation(s)
- Hualiang Lin
- Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
| | - Wenjun Ma
- Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
| | - Hong Qiu
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, 21 Sassoon Road, Pokfulam, Hong Kong, China
| | - Michael G Vaughn
- College for Public Health and Social Justice, Saint Louis University, Saint Louis, MO 63104, USA
| | - Erik J Nelson
- College for Public Health and Social Justice, Saint Louis University, Saint Louis, MO 63104, USA
| | - Zhengmin Qian
- College for Public Health and Social Justice, Saint Louis University, Saint Louis, MO 63104, USA.
| | - Linwei Tian
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, 21 Sassoon Road, Pokfulam, Hong Kong, China.
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Vaughn MG, Nelson EJ, Salas-Wright CP, DeLisi M, Qian Z. Handgun carrying among White youth increasing in the United States: New evidence from the National Survey on Drug Use and Health 2002-2013. Prev Med 2016; 88:127-33. [PMID: 27063946 DOI: 10.1016/j.ypmed.2016.03.024] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2015] [Revised: 02/13/2016] [Accepted: 03/28/2016] [Indexed: 11/19/2022]
Abstract
The objective of the present study was to examine trends and correlates of handgun carrying among adolescents ages 12-17 in the United States. Data was derived from the National Survey on Drug Use and Health (NSDUH) involving non-Hispanic White, African American, and Hispanic respondents ages 12-17 (n=197,313) and spanning the years 2002-2013. Logistic regression was used to examine significance of trend year and correlates of previous 12-month handgun carrying. The overall self-reported prevalence of handgun carrying was 3.4%. The prevalence of handgun carrying during 2004-2005 was significantly higher for African-Americans (4.39%) compared to non-Hispanic Whites (3.03%). However, by 2012-2013, non-Hispanic Whites (4.08%) completely diverged and reported carrying handguns significantly more than both African-American (2.96%) and Hispanic (2.82%) youth. Male gender and a number of externalizing behaviors were significant correlates of handgun carrying; however, we also found evidence of differential correlates with regard to such factors as drug selling, parental affirmation, and income by race/ethnicity. To our knowledge, this is the largest study of handgun carrying among youth in the United States. Findings indicate that although at historically low levels handgun carrying is on the rise but only among non-Hispanic Whites. Differential correlates among racial/ethnic groups suggest prevention programming and policies may need modifications depending on group and geographic locale targeted.
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Affiliation(s)
- Michael G Vaughn
- School of Social Work, College for Public Health and Social Justice, Saint Louis University, Tegeler Hall, 3550 Lindell Blvd., St. Louis, MO 63103, United States.
| | - Erik J Nelson
- Department of Epidemiology, College for Public Health and Social Justice, Saint Louis University, 3545 Lafayette Avenue, St. Louis, MO 63104, United States.
| | - Christopher P Salas-Wright
- School of Social Work, The University of Texas at Austin, 1925 San Jacinto Blvd D3500, Austin, TX 78712-0358, United States.
| | - Matt DeLisi
- Criminal Justice Studies, Iowa State University, 203A East Hall, Ames, IA 50011-1070, United States.
| | - Zhengmin Qian
- Department of Epidemiology, College for Public Health and Social Justice, Saint Louis University, 3545 Lafayette Avenue, St. Louis, MO 63104, United States.
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Boutwell BB, Nelson EJ, Emo B, Vaughn MG, Schootman M, Rosenfeld R, Lewis R. The intersection of aggregate-level lead exposure and crime. Environ Res 2016; 148:79-85. [PMID: 27035924 DOI: 10.1016/j.envres.2016.03.023] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2015] [Revised: 03/14/2016] [Accepted: 03/17/2016] [Indexed: 06/05/2023]
Abstract
CONTEXT Childhood lead exposure has been associated with criminal behavior later in life. The current study aimed to analyze the association between elevated blood lead levels (n=59,645) and crime occurrence (n=90,433) across census tracts within St. Louis, Missouri. DESIGN Longitudinal ecological study. SETTING Saint Louis, Missouri. EXPOSURE MEASURE Blood lead levels. MAIN OUTCOME MEASURE Violent, Non-violent, and total crime at the census tract level. RESULTS Spatial statistical models were used to account for the spatial autocorrelation of the data. Greater lead exposure at the census-tract level was associated with increased violent, non-violent, and total crime. In addition, we examined whether non-additive effects existed in the data by testing for an interaction between lead exposure and concentrated disadvantage. Some evidence of a negative interaction emerged, however, it failed to reach traditional levels of statistical significance (supplementary models, however, revealed a similar negative interaction that was significant). CONCLUSIONS More precise measurements of lead exposure in the aggregate, produced additional evidence that lead is a potent predictor of criminal outcomes.
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Affiliation(s)
- Brian B Boutwell
- School of Social Work, College for Public Health & Social Justice, Saint Louis University, 3550 Lindell Boulevard, St. Louis, MO 63103-1021, United States; Department of Epidemiology, College for Public Health & Social Justice, Saint Louis University, 3545 Lafayette Avenue, St. Louis, MO 63104-1399, United States.
| | - Erik J Nelson
- Department of Epidemiology, College for Public Health & Social Justice, Saint Louis University, 3545 Lafayette Avenue, St. Louis, MO 63104-1399, United States
| | - Brett Emo
- Department of Environmental and Occupational Health, College for Public Health & Social Justice, Saint Louis University, 3545 Lafayette Avenue, St. Louis, MO 63104-1399, United States
| | - Michael G Vaughn
- School of Social Work, College for Public Health & Social Justice, Saint Louis University, 3550 Lindell Boulevard, St. Louis, MO 63103-1021, United States
| | - Mario Schootman
- Department of Epidemiology, College for Public Health & Social Justice, Saint Louis University, 3545 Lafayette Avenue, St. Louis, MO 63104-1399, United States
| | - Richard Rosenfeld
- Department of Criminology and Criminal Justice, University of Missouri-St. Louis, One University Blvd., St. Louis, MO 63121, United States
| | - Roger Lewis
- Department of Environmental and Occupational Health, College for Public Health & Social Justice, Saint Louis University, 3545 Lafayette Avenue, St. Louis, MO 63104-1399, United States
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Schootman M, Nelson EJ, Werner K, Shacham E, Elliott M, Ratnapradipa K, Lian M, McVay A. Emerging technologies to measure neighborhood conditions in public health: implications for interventions and next steps. Int J Health Geogr 2016; 15:20. [PMID: 27339260 PMCID: PMC4918113 DOI: 10.1186/s12942-016-0050-z] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2016] [Accepted: 06/15/2016] [Indexed: 01/10/2023] Open
Abstract
Adverse neighborhood conditions play an important role beyond individual characteristics. There is increasing interest in identifying specific characteristics of the social and built environments adversely affecting health outcomes. Most research has assessed aspects of such exposures via self-reported instruments or census data. Potential threats in the local environment may be subject to short-term changes that can only be measured with more nimble technology. The advent of new technologies may offer new opportunities to obtain geospatial data about neighborhoods that may circumvent the limitations of traditional data sources. This overview describes the utility, validity and reliability of selected emerging technologies to measure neighborhood conditions for public health applications. It also describes next steps for future research and opportunities for interventions. The paper presents an overview of the literature on measurement of the built and social environment in public health (Google Street View, webcams, crowdsourcing, remote sensing, social media, unmanned aerial vehicles, and lifespace) and location-based interventions. Emerging technologies such as Google Street View, social media, drones, webcams, and crowdsourcing may serve as effective and inexpensive tools to measure the ever-changing environment. Georeferenced social media responses may help identify where to target intervention activities, but also to passively evaluate their effectiveness. Future studies should measure exposure across key time points during the life-course as part of the exposome paradigm and integrate various types of data sources to measure environmental contexts. By harnessing these technologies, public health research can not only monitor populations and the environment, but intervene using novel strategies to improve the public health.
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Affiliation(s)
- M Schootman
- Department of Epidemiology, College for Public Health and Social Justice, Saint Louis University, 3545 Lafayette Avenue, Saint Louis, MO, 63104, USA.
| | - E J Nelson
- Department of Epidemiology, College for Public Health and Social Justice, Saint Louis University, 3545 Lafayette Avenue, Saint Louis, MO, 63104, USA
| | - K Werner
- George W. Brown School of Social Work, Washington University in St. Louis, Saint Louis, MO, USA
| | - E Shacham
- Department of Behavioral and Science and Health Education, College for Public Health and Social Justice, Saint Louis University, Saint Louis, MO, USA
| | - M Elliott
- Department of Biostatistics, College for Public Health and Social Justice, Saint Louis University, Saint Louis, MO, USA
| | - K Ratnapradipa
- Department of Epidemiology, College for Public Health and Social Justice, Saint Louis University, 3545 Lafayette Avenue, Saint Louis, MO, 63104, USA
| | - M Lian
- Division of General Medical Sciences, Department of Medicine, Washington University School of Medicine, Saint Louis, MO, USA
| | - A McVay
- Department of Epidemiology, College for Public Health and Social Justice, Saint Louis University, 3545 Lafayette Avenue, Saint Louis, MO, 63104, USA
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Nelson EJ, Hughes J, Oakes JM, Thyagarajan B, Pankow JS, Kulasingam SL. Human Papillomavirus Infection in Women Who Submit Self-collected Vaginal Swabs After Internet Recruitment. J Community Health 2016; 40:379-86. [PMID: 25257565 DOI: 10.1007/s10900-014-9948-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Submission of vaginal samples collected at home could remove barriers that women face in getting screened for cervical cancer. From December 2013 to January 2014, women aged 21-30 years were recruited online to participate in either (1) self-collected testing for human papillomavirus (HPV) infection and an online survey, or (2) an online survey regarding their perceptions of self-collected testing for HPV infection. Demographics, risk factors, testing perceptions, and satisfaction with self-collected testing were assessed with online questionnaires. Women who performed self-collection were sent a home sampling kit by US mail, which was returned via US mail for HPV testing. A total of 197 women were enrolled, with 130 completing the online survey and 67 participating in both the survey and self-collection. Of the 67 women who were sent kits, 62 (92.5%) were returned for testing. Sixty kits contained a sample sufficient for testing. The overall prevalence of HPV infection was 17.8%, however 6 women (9.7%) were infected with >1 type of HPV. Women who self-collected a sample reported more favorable attributes of self-collection compared to women who only participated in the online survey, including ease of sampling (87.1 vs. 18.9%), no pain during sampling (72.6 vs. 5.6%), and lack of embarrassment (67.7 vs. 12.9%). A high prevalence of HPV infection was demonstrated among women recruited via the internet. Online recruitment and at home screening methods have the potential to engage women in screening by offering an approach that might be more acceptable to women of different backgrounds.
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Affiliation(s)
- Erik J Nelson
- Department of Epidemiology, College for Public Health and Social Justice, Saint Louis University, 3545 Lafayette Avenue, Salus Center, Room 472, St. Louis, MO, 63104-1314, USA,
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Vaughn MG, Nelson EJ, Salas-Wright CP, Qian Z, Schootman M. Racial and ethnic trends and correlates of non-medical use of prescription opioids among adolescents in the United States 2004-2013. J Psychiatr Res 2016; 73:17-24. [PMID: 26679761 DOI: 10.1016/j.jpsychires.2015.11.003] [Citation(s) in RCA: 53] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2015] [Revised: 09/28/2015] [Accepted: 11/03/2015] [Indexed: 10/22/2022]
Abstract
PURPOSE Our objective was to elucidate the trends in non-medical use of prescription opioids (NMUPO) among whites, African-Americans, and Hispanic adolescents in the United States. An additional aim was to examine the sociodemographic, behavioral, and psychosocial correlates of NMUPO across each of these aforementioned racial and ethnic groups. METHODS Data was derived from the National Survey on Drug Use and Health (NSDUH) involving non-Hispanic white, African American, and Hispanic respondents ages 12-17 (n = 164,028) and spanning the years 2004-2013. Consistent with prior NSDUH-based studies, respondents reporting use within the previous 12 months were classified as nonmedical prescription opioid users. Logistic regression was used to examine significance of trend year and correlates of NMUPO. RESULTS Non-Hispanic white youth consistently reported higher levels of NMUPO as did older adolescents (ages 15-17) and females. However, there was a decrease in the prevalence of NMUPO overall driven largely by a significant decline (p < 0.001) in NMUPO among non-Hispanic whites of approximately 35% over the study period such that by 2013 no statistically significant differences across race/ethnicity remained. Further, logistic regression models found that externalizing behaviors such as comorbid drug use and fighting was associated with NMUPO and religiosity and parental involvement were identified as protective correlates. CONCLUSIONS To our knowledge, this is the first study to identify a declining trend in NMUPO among adolescents. Although the present study findings provide a source for optimism, there is still a relatively high prevalence of NMUPO and it remains to be seen whether our findings portend a long-term decline. Given the harm done by NMUPO, continued awareness and targeted prevention efforts should be implemented.
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Affiliation(s)
- Michael G Vaughn
- School of Social Work, College for Public Health and Social Justice, Saint Louis University, Tegeler Hall, 3550 Lindell Blvd, St. Louis, MO 63103, United States.
| | - Erik J Nelson
- College for Public Health and Social Justice, 3545 Lafayette Avenue, St. Louis, MO 63104, United States.
| | - Christopher P Salas-Wright
- School of Social Work, The University of Texas at Austin, 1925 San Jacinto Blvd D3500, Austin, TX 78712-0358, United States.
| | - Zhengmin Qian
- College for Public Health and Social Justice, 3545 Lafayette Avenue, St. Louis, MO 63104, United States
| | - Mario Schootman
- College for Public Health and Social Justice, 3545 Lafayette Avenue, St. Louis, MO 63104, United States
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Shacham E, Nelson EJ, Schulte L, Bloomfield M, Murphy R. Condom deserts: geographical disparities in condom availability and their relationship with rates of sexually transmitted infections. Sex Transm Infect 2015; 92:194-9. [PMID: 26567330 DOI: 10.1136/sextrans-2015-052144] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2015] [Accepted: 09/21/2015] [Indexed: 11/04/2022] Open
Abstract
BACKGROUND Identifying predictors that contribute to geographical disparities in sexually transmitted infections (STIs) is necessary. This study assesses the spatial relationship between condom availability to locations of STIs in order to better understand these geographical disparities. OBJECTIVES We conducted a condom availability audit among potential condom-selling establishments. New gonorrhoea and chlamydia cases in 2011 (n=6034) and HIV infection cases from 2006 to 2011 (n=565) were collected by census tract in St Louis, Missouri. 829 potential condom-selling establishments participated in the condom availability audit in St Louis City; 242 of which sold condoms. RESULTS A negative linear relationship exists between condom vendors and cases of gonorrhoea and chlamydia, after adjusting for concentrated disadvantage and free condom locations. Higher concentrated disadvantage, higher proportions of convenience vendors and free locations were associated with higher rates of HIV. CONCLUSIONS This study was conducted to provide evidence that lack of condom availability is associated with STI rates, and likely is an integral component to influencing the subjective norms surrounding condom use and STI rates. Condom distribution interventions may be addressing availability needs and social norms, yet are more likely to be effective when placed in locations with the highest STI rates.
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Affiliation(s)
- Enbal Shacham
- College for Public Health and Social Justice, Saint Louis University, St Louis, Missouri, USA
| | - Erik J Nelson
- College for Public Health and Social Justice, Saint Louis University, St Louis, Missouri, USA
| | - Lauren Schulte
- College for Public Health and Social Justice, Saint Louis University, St Louis, Missouri, USA
| | - Mark Bloomfield
- College for Public Health and Social Justice, Saint Louis University, St Louis, Missouri, USA
| | - Ryan Murphy
- College for Public Health and Social Justice, Saint Louis University, St Louis, Missouri, USA
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Nelson EJ, Shacham E, Boutwell BB, Rosenfeld R, Schootman M, Vaughn M, Lewis R. Childhood lead exposure and sexually transmitted infections: New evidence. Environ Res 2015; 143:131-137. [PMID: 26479187 DOI: 10.1016/j.envres.2015.10.009] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/29/2015] [Revised: 10/08/2015] [Accepted: 10/09/2015] [Indexed: 06/05/2023]
Abstract
INTRODUCTION The adverse health effects of lead exposure in children are well documented and include intellectual and behavioral maladies. Childhood lead exposure has also been linked to impulsive behaviors, which, in turn, are associated with a host of negative health outcomes including an increased risk for sexually transmitted infections (STI). The purpose of this study was to assess the association of lead exposure with STI rates across census tracts in St. Louis City, Missouri. METHODS Incident cases of gonorrhea and chlamydia (GC) during 2011 were identified from the Missouri Department of Health and Senior Services and aggregated by census tract. We also geocoded the home address of 59,645 children >72 months in age who had blood lead level tests performed in St. Louis City from 1996 to 2007. Traditional regression and Bayesian spatial models were used to determine the relationship between GC and lead exposure while accounting for confounders (condom and alcohol availability, crime, and an index of concentrated disadvantage). RESULTS Incident GC rates were found to cluster across census tracts (Moran's I=0.13, p=0.006). After accounting for confounders and their spatial dependence, a linear relationship existed between lead exposure and GC incidence across census tracts, with higher GC rates occurring in the northern part of St. Louis City CONCLUSIONS At the census-tract level, higher lead exposure is associated with higher STI rates. Visualizing these patterns through maps may help deliver targeted interventions to reduce geographic disparities in GC rates.
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Affiliation(s)
- Erik J Nelson
- Department of Epidemiology, College for Public Health & Social Justice, Saint Louis University, 3545 Lafayette Avenue, St. Louis, MO 63104-1399, USA.
| | - Enbal Shacham
- Department of Epidemiology, College for Public Health & Social Justice, Saint Louis University, 3545 Lafayette Avenue, St. Louis, MO 63104-1399, USA
| | - Brian B Boutwell
- Department of Epidemiology, College for Public Health & Social Justice, Saint Louis University, 3545 Lafayette Avenue, St. Louis, MO 63104-1399, USA; School of Social Work, College for Public Health & Social Justice, Saint Louis University, 3550 Lindell Boulevard, St. Louis, MO 63103-1021, USA.
| | - Richard Rosenfeld
- Department of Criminology and Criminal Justice, University of Missouri-St. Louis, One University Blvd., St. Louis, MO 6312, USA.
| | - Mario Schootman
- Department of Epidemiology, College for Public Health & Social Justice, Saint Louis University, 3545 Lafayette Avenue, St. Louis, MO 63104-1399, USA
| | - Michael Vaughn
- School of Social Work, College for Public Health & Social Justice, Saint Louis University, 3550 Lindell Boulevard, St. Louis, MO 63103-1021, USA
| | - Roger Lewis
- Department of Environmental and Occupational Health, College for Public Health & Social Justice, Saint Louis University, 3545 Lafayette Avenue, St. Louis, MO 63104-1399, USA.
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Nelson EJ, Hughes J, Oakes JM, Pankow JS, Kulasingam SL. Geospatial patterns of human papillomavirus vaccine uptake in Minnesota. BMJ Open 2015; 5:e008617. [PMID: 26316652 PMCID: PMC4554895 DOI: 10.1136/bmjopen-2015-008617] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2015] [Revised: 07/24/2015] [Accepted: 08/12/2015] [Indexed: 12/17/2022] Open
Abstract
OBJECTIVES To identify factors associated with human papillomavirus (HPV) vaccination and to determine the geographic distribution of vaccine uptake while accounting for spatial autocorrelation. DESIGN This study is cross-sectional in design using data collected via the Internet from the Survey of Minnesotans About Screening and HPV study. SETTING AND PARTICIPANTS The sample consists of 760 individuals aged 18-30 years nested within 99 ZIP codes surrounding the downtown area of Minneapolis, Minnesota. RESULTS In all, 46.2% of participants had received ≥ 1 dose of HPV vaccine (67.7% of women and 13.0% of men). Prevalence of HPV vaccination was found to exhibit strong spatial dependence ([Formula: see text] = 0.9951) across ZIP codes. Accounting for spatial dependence, age (OR=0.76, 95% CI 0.70 to 0.83) and male gender (OR=0.04, 95% CI 0.03 to 0.07) were negatively associated with vaccination, while liberal political preferences (OR=4.31, 95% CI 2.32 to 8.01), and college education (OR=2.58, 95% CI 1.14 to 5.83) were found to be positively associated with HPV vaccination. CONCLUSIONS Strong spatial dependence and heterogeneity of HPV vaccination prevalence were found across ZIP codes, indicating that spatial statistical models are needed to accurately identify and estimate factors associated with vaccine uptake across geographic units. This study also underscores the need for more detailed data collected at local levels (eg, ZIP code), as patterns of HPV vaccine receipt were found to differ significantly from aggregated state and national patterns. Future work is needed to further pinpoint areas with the greatest disparities in HPV vaccination and how to then access these populations to improve vaccine uptake.
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Affiliation(s)
- Erik J Nelson
- Department of Epidemiology, College for Public Health and Social Justice, Saint Louis University, St. Louis, Missouri, USA
| | - John Hughes
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, Minnesota, USA
| | - J Michael Oakes
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, Minnesota, USA
| | - James S Pankow
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, Minnesota, USA
| | - Shalini L Kulasingam
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, Minnesota, USA
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