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4 Educational and Social/Economic Opportunity Associated with IQ in DC Metro Children
- Johanna Nielsen, Madison Berl, Leigh Sepeta, Karin Walsh, Yangfeifei Gao, Mary Godfrey, Rachael Tillman, Ashley Strong, Rachael Arowolo, Hayley Loblein
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- Journal:
- Journal of the International Neuropsychological Society / Volume 29 / Issue s1 / November 2023
- Published online by Cambridge University Press:
- 21 December 2023, pp. 212-213
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Objective:
Social determinants of health (SDOH) are social conditions (e.g., employment, access to healthcare, quality schools) which are shown by a growing body of literature to impact many health outcomes, including cognition. The development of community-level measures including the Child Opportunity Index (COI) have allowed for increased understanding of the resources and conditions in neighborhoods and their impact on children’s health. Given the limited existing research on how neighborhood factors impact cognitive development, this study aimed to examine associations between neighborhood context (COI) and cognitive outcomes in children and adolescents who presented for neuropsychological evaluations.
Participants and Methods:Participants included 4,633 youth (ages 2-22; M = 10.8 years; SD = 4.1 years; 63% Male; 33% with a medical condition involving the central nervous system [CNS]) living in the DC-VA-MD-WV Metro Area who presented to an outpatient clinic for evaluation and completed an intellectual functioning (IQ) measure (88% Weschler, 11% DAS, <1% Leiter, <1% RIAS). COI values were extracted from electronic medical records based on home address. COI values include an overall index and three domain scores in educational (educational access, quality, and outcomes), health/environment (access to healthy food, healthcare, and greenspace) and social/economic (income, employment, poverty); higher scores indicate higher opportunity. Using metro-based norms, children from all opportunity levels were represented (14% Very Low, 13% Low, 18% Moderate, 21% High, 34% Very High). Multiple regression analyses were conducted to examine main effect associations between COI and Full-Scale IQ (FSIQ), Verbal IQ (VIQ), and Non-Verbal IQ (NVIQ) and explore moderation of age, gender, and medical condition on these associations. Additional regression analyses examined these relationships for the three COI domains.
Results:Controlling for age, gender, and medical condition, neighborhood opportunity was positively associated with cognitive function (FSIQ: ß=0.198; VIQ: ß=0.202; NVIQ: ß=0.148, p’s <0.01). Models accounted for approximately 10-14% percent of the variance in cognitive outcomes (FSIQ: F[6,4476]=180.331), Adj.R2=0.138; VIQ: F[6,4556]=161.931), Adj.R2=0.124; NVIQ: F[6,4548]=123.893), Adj.R2=0.098). Age moderated the association between overall COI and cognitive outcomes (FSIQ: ß=0.005, p=0.018; VIQ: ß=0.005, p=0.043; NVIQ: ß=0.005, p<0.01) such that the association between neighborhood opportunity and cognitive outcomes was stronger at older ages, though this was a small effect. When examining subdomains of COI, cognitive outcomes were associated with educational (FSIQ: ß=0.094; VIQ: ß=0.099; NVIQ: ß=0.078, p’s <0.01) and social/economic opportunity (FSIQ: ß=0.115; VIQ: B=0.121; NVIQ: ß=0.084, p’s <0.01) but not health/environmental opportunity (FSIQ: ß=-0.001, p=0.991; VIQ: ß=-0.008, p=0.581; NVIQ: ß=-0.008, p=0.553). Medical diagnosis moderated the association between social/economic opportunity and FSIQ; there was a stronger association between IQ and COI in youth with a medical diagnosis (ß=-0.071, p<0.05).
Conclusions:These findings demonstrate the importance of neighborhood factors, especially education and social/economic opportunities, on cognitive development. Children living in higher opportunity neighborhoods showed higher cognitive functioning. Older age and CNS-involved medical conditions were associated with higher risk in the context of reduced neighborhood opportunities. These findings emphasize the need for advocacy and other efforts to improve community resources (e.g., access to early childhood education) to address inequities in cognitive development.
11 Social Determinants of Health in Pediatric Brain Tumor Survivors: Associations between Neighborhood Opportunity and Neurocognitive and Psychological Outcomes
- Johanna Nielsen, Christina Sharkey, Kristina Hardy, Karin Walsh
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- Journal:
- Journal of the International Neuropsychological Society / Volume 29 / Issue s1 / November 2023
- Published online by Cambridge University Press:
- 21 December 2023, pp. 13-14
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Objective:
A growing body of research demonstrates that social determinants of health (SDOH) are important predictors of neurocognitive and psychological outcomes in survivors of pediatric brain tumor (PBT). Existing research has focused primarily on individual level SDOH (e.g., family income, education, insurance status). Thus, more information is needed to understand community level factors which may contribute to health inequities in PBT survivors. This study aimed to examine the effects of specific aspects of neighborhood opportunity on cognitive and emotional/behavioral outcomes among PBT survivors.
Participants and Methods:The sample included clinically-referred PBT survivors who completed a neuropsychological evaluation (N=199, Mage=11.63, SD= 4.63, 56.8% male, 71.8% White). Data included an age-appropriate Wechsler Scale and parent-report questionnaires (Behavior Rating Inventory of Executive Function, Child Behavior Checklist). Nationally-normed Child Opportunity Index (COI) scores were extracted for each participant from electronic medical records based on home address using Census tract geocoding. The COI measures neighborhood-level quality of environmental and social conditions that contribute to positive health. It includes three component scores assessing distinct aspects of opportunity, which include educational opportunity (e.g., educational quality, resources, and outcomes), health/environmental opportunity (e.g., access to healthy food, healthcare, and greenspace) and social/economic opportunity (e.g., income, employment, poverty). Stepwise linear regression models were examined to identify significant predictors of cognitive/psychological outcomes associated with PBT; the three COI indices were entered as predictors and retained in the model if they significantly contribute to variance in the outcome.
Results:Lower educational opportunity was associated with lower processing speed performance (Wechsler Processing Speed Index: t = 2.47, p = 0.02) and increased parent-reported executive functioning problems (BRIEF GEC: t = -2.25, p = 0.03; BRIEF Working Memory: t = -2.45, p = 0.02) and externalizing problems (CBCL Externalizing: t = -2.19, p = 0.03). Lower social/economic opportunity was associated with lower working memory performance (Wechsler Working Memory Index: t = 2.63, p < 0.01) and increased parent-reported internalizing problems (CBCL Internalizing: t = -2.38, p = 0.02). Health/environmental opportunity did not emerge as a primary predictor of any of the examined cognitive/psychological outcomes. Exploratory analyses examining the impact of age on associations between COI and cognitive/psychological outcomes found a significant moderation effect of age on the relationship between educational opportunity and processing speed (t = 2.35, p = 0.02) such that this association was stronger at older ages. There were no other moderation effects by age.
Conclusions:Consistent with a growing body of literature demonstrating the impact of social and environmental contexts to health outcomes, these results show inequities in neurocognitive and psychosocial outcomes in PBT survivors related to neighborhood-level SDOH. Examination of specific neighborhood factors highlight educational and social/economic factors as particularly important contributors to neurocognitive/psychological risk for survivors. The identification of these specific and potentially modifiable risk factors is crucial to inform individual-level problem-prevention following oncological treatment, as well as community-level policy and advocacy efforts.
Circulating sex-steroids and Staphylococcus aureus nasal carriage in a general male population
- Dina B. Stensen, Lars Småbrekke, Karina Olsen, Guri Grimnes, Christopher Sivert Nielsen, Johanna U. Ericson, Gunnar Skov Simonsen, Bjørg Almås, Anne-Sofie Furberg
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- Journal:
- Epidemiology & Infection / Volume 150 / 2022
- Published online by Cambridge University Press:
- 22 April 2022, e93
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Male sex is associated with higher risk of both colonisation and infection with Staphylococcus aureus (S. aureus). However, the role of sex-steroids in colonisation among men is largely unknown. Thus, the aim of this study was to investigate possible associations between circulating sex-steroids and nasal carriage of S. aureus in a general male population. The population-based Tromsø6 study (2007–2008) included 752 males aged 31–87 years with serum sex-steroids measured by liquid chromatography tandem mass spectrometry and two nasal swab samples for the assessment of S. aureus carriage. Multivariable logistic regression models were used to study the association between sex-steroid concentrations and S. aureus persistent nasal carriage (two positive swabs vs. others), while adjusting for potential confounding factors.
S. aureus persistent nasal carriage prevalence was 32%. Among men aged 55 years and above (median age 65 years), there was an inverse dose-response relationship between serum concentration of testosterone and persistent nasal carriage, and carriers had significantly lower mean levels of testosterone (P = 0.028, OR = 0.94 per nmol/l change in testosterone; 95% CI = 0.90–0.98). This association was attenuated when adjusting for body mass index and age (OR = 0.96 per nmol/l change in testosterone; 95% CI = 0.91–1.01). There was no association in the total population. This large population-based study suggests that testosterone levels may be inversely related to S. aureus persistent nasal carriage in older men. Future studies addressing biological mechanisms underlying the male predisposition to S. aureus colonisation and infection may foster preventive interventions that take sex-differences into account.