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"Shanahan, Michael J"
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Socioeconomic inequalities in early adulthood disrupt the immune transcriptomic landscape via upstream regulators
2024
Disparities in socio-economic status (SES) predict many immune system-related diseases, and previous research documents relationships between SES and the immune cell transcriptome. Drawing on a bioinformatically-informed network approach, we situate these findings in a broader molecular framework by examining the upstream regulators of SES-associated transcriptional alterations. Data come from the National Longitudinal Study of Adolescent to Adult Health (Add Health), a nationally representative sample of 4543 adults in the United States. Results reveal a network—of differentially expressed genes, transcription factors, and protein neighbors of transcription factors—that shows widespread SES-related dysregulation of the immune system. Mediational models suggest that body mass index (BMI) plays a key role in accounting for many of these associations. Overall, the results reveal the central role of upstream regulators in socioeconomic differences in the molecular basis of immunity, which propagate to increase risk of chronic health conditions in later-life.
Journal Article
Why Precarious Work Is Bad for Health
by
Macmillan, Ross
,
Shanahan, Michael J.
in
HEALTH AND WELL-BEING
,
Health aspects
,
Marginality, Social
2021
The expansion of precarious work in recent decades has motivated a large body of research on its implications for health. While considerable work has focused on whether precarious work undermines health, much less is known about why it matters. To fill this gap, this paper offers and tests a conceptual model whereby the effects of precarious work on health are mediated by social marginality, specifically reduced self-efficacy, weaker social integration, and lower social capital. All three mechanisms are understood as both social consequences of precarious work and important determinants of health. Empirically, we use data from the European Social Survey and investigate (1) conditional direct effects of precarious work on self-rated health and (2) extent of mediation via the three mechanisms. Furthermore, we assess the generalizability of the model across five welfare state regimes that prior work has deemed to be important moderators of the health–precarious work relationship. Results indicate precarious work has significant conditional direct effects and indirect effects through all three mediators that significantly reduce effect of precarious work on health. This is robust in the general sample and for four of five welfare state regimes. These findings highlight a previously unexplored vector connecting precarious work to health and indicate that the effects of precarious work on perceptions of self and social relations is a key link to poorer health. The study also expands conceptualization of the broad role of socioeconomic status for health inequalities and furthers understanding of the mechanisms at work.
Journal Article
Attractiveness Compensates for Low Status Background in the Prediction of Educational Attainment
by
Roberts, Brent W.
,
Russo, Rosemary
,
Shanahan, Michael J.
in
Academic achievement
,
Adolescents
,
Amplification
2016
People who are perceived as good looking or as having a pleasant personality enjoy many advantages, including higher educational attainment. This study examines (1) whether associations between physical/personality attractiveness and educational attainment vary by parental socioeconomic resources and (2) whether parental socioeconomic resources predict these forms of attractiveness. Based on the theory of resource substitution with structural amplification, we hypothesized that both types of attractiveness would have a stronger association with educational attainment for people from disadvantaged backgrounds (resource substitution), but also that people from disadvantaged backgrounds would be less likely to be perceived as attractive (amplification).
This study draws on data from the National Longitudinal Study of Adolescent to Adult Health-including repeated interviewer ratings of respondents' attractiveness-and trait-state structural equation models to examine the moderation (substitution) and mediation (amplification) of physical and personality attractiveness in the link between parental socioeconomic resources and educational attainment.
Both perceived personality and physical attractiveness have stronger associations with educational attainment for people from families with lower levels of parental education (substitution). Further, parental education and income are associated with both dimensions of perceived attractiveness, and personality attractiveness is positively associated with educational attainment (amplification). Results do not differ by sex and race/ethnicity. Further, associations between perceived attractiveness and educational attainment remain after accounting for unmeasured family-level confounders using a sibling fixed-effects model.
Perceived attractiveness, particularly personality attractiveness, is a more important psychosocial resource for educational attainment for people from disadvantaged backgrounds than for people from advantaged backgrounds. People from disadvantaged backgrounds, however, are less likely to be perceived as attractive than people from advantaged backgrounds.
Journal Article
Population-based RNA profiling in Add Health finds social disparities in inflammatory and antiviral gene regulation to emerge by young adulthood
by
Shanahan, Michael J.
,
Gaydosh, Lauren
,
Harris, Kathleen Mullan
in
Adolescent
,
Adolescents
,
Adult
2020
Health in later life varies significantly by individual demographic characteristics such as age, sex, and race/ethnicity, as well as by social factors including socioeconomic status and geographic region. This study examined whether sociodemographic variations in the immune and inflammatory molecular underpinnings of chronic disease might emerge decades earlier in young adulthood. Using data from 1,069 young adults from the National Longitudinal Study of Adolescent to Adult Health (Add Health)—the largest nationally representative and ethnically diverse samplewith peripheral blood transcriptome profiles—we analyzed variation in the expression of genes involved in inflammation and type I interferon (IFN) response as a function of individual demographic factors, sociodemographic conditions, and biobehavioral factors (smoking, drinking, and body mass index). Differential gene expression was most pronounced by sex, race/ethnicity, and body mass index (BMI), but transcriptome correlates were identified for every demographic dimension analyzed. Inflammation-related gene expression showed the most pronounced variation as a function of biobehavioral factors (BMI and smoking) whereas type I IFN-related transcripts varied most strongly as a function of individual demographic characteristics (sex and race/ethnicity). Bioinformatic analyses of transcription factor and immune-cell activation based on transcriptome-wide empirical differences identified additional effects of family poverty and geographic region. These results identify pervasive sociodemographic differences in immune-cell gene regulation that emerge by young adulthood and may help explain social disparities in the development of chronic illness and premature mortality at older ages.
Journal Article
Explaining the Occupational Structure of Depressive Symptoms
2022
The idea that socioeconomic differences are a “fundamental cause” of health and well-being is the basis for large volumes of research. However, one of the challenges in this area is that of linking socioeconomic positions to etiological mechanisms in theoretically informative ways. The situation is doubly challenging because the expression and meaning of socioeconomic positions and the mechanisms they activate change over time. Focusing on depression and applying mediation analysis to data from a large multinational sample from European countries, we find strong support for a three-stage model where occupational differences are largely mediated by exposure to precarious work, which itself is mediated by social marginality. The model is largely robust across welfare state regimes. Ultimately, the research extends fundamental cause perspectives by highlighting connections between “old” and “new” dimensions of socioeconomic status and the social and social psychological sequelae that connect them to psychological well-being.
Journal Article
An integrative approach for the analysis of risk and health across the life course: challenges, innovations, and opportunities for life course research
by
Shanahan, Lilly
,
O’Keefe, Patrick
,
Noll, Jennie
in
Biomarkers
,
Biomedicine
,
Child development
2023
Life course epidemiology seeks to understand the intricate relationships between risk factors and health outcomes across different stages of life to inform prevention and intervention strategies to optimize health throughout the lifespan. However, extant evidence has predominantly been based on separate analyses of data from individual birth cohorts or panel studies, which may not be sufficient to unravel the complex interplay of risk and health across different contexts. We highlight the importance of a multi-study perspective that enables researchers to: (a) Compare and contrast findings from different contexts and populations, which can help identify generalizable patterns and context-specific factors; (b) Examine the robustness of associations and the potential for effect modification by factors such as age, sex, and socioeconomic status; and (c) Improve statistical power and precision by pooling data from multiple studies, thereby allowing for the investigation of rare exposures and outcomes. This integrative framework combines the advantages of multi-study data with a life course perspective to guide research in understanding life course risk and resilience on adult health outcomes by: (a) Encouraging the use of harmonized measures across studies to facilitate comparisons and synthesis of findings; (b) Promoting the adoption of advanced analytical techniques that can accommodate the complexities of multi-study, longitudinal data; and (c) Fostering collaboration between researchers, data repositories, and funding agencies to support the integration of longitudinal data from diverse sources. An integrative approach can help inform the development of individualized risk scores and personalized interventions to promote health and well-being at various life stages.
Journal Article
Environmental Contingencies and Genetic Propensities: Social Capital, Educational Continuation, and Dopamine Receptor Gene DRD2
by
Shanahan, Michael J.
,
Smolen, Andrew
,
Erickson, Lance D.
in
Academic Achievement
,
Adolescent
,
Adolescents
2008
Studies of gene-environment interplay typically focus on one environmental factor at a time, resulting in a constrained view of social context. The concept of environmental contingency is introduced as a corrective. Drawing on the National Longitudinal Study of Adolescent Health and qualitative comparative analysis, the authors focus on an example involving social capital, a gene associated with a dopamine receptor (DRD2), and educational continuation beyond secondary school. For boys, (1) DRD2 risk is associated with a decreased likelihood of school continuation; (2) one configuration of social capital -- high parental socioeconomic status, high parental involvement in school, and a high-quality school -- compensates for this negative relationship, consistent with environmental contingency; but (3) boys with DRD2 risk are less commonly observed in settings that are rich in social capital.
Journal Article
Cohort Profile: The Zurich Project on the Social Development from Childhood to Adulthood (z-proso)
by
Shanahan, Lilly
,
Murray, Aja
,
Ribeaud, Denis
in
Adolescent development
,
Adult development
,
Adults
2022
The Zurich Project on the Social Development from Childhood to Adulthood (z-proso) began in 2004 in response to the need for a better evidence base to support optimal child social development and prevent crime and violence. Since then, the study has tracked the development of a diverse sample of youths (
N
= 1,675 in the target sample; ~50% female) from age 7 (
n
= 1,360) to age 20 (
n
= 1,180), with primary data collection waves at ages 7, 8, 9, 10, 11, 12, 13, 15, 17, and 20. The study uses a multi-method, multi-informant design that combines teacher, youth, and parent reports with observational and behavioural measures, biosampling, functional imaging, and ecological momentary assessment. Analyses of the data have contributed important evidence to a diversity of topics in child and adolescent development, illuminating the developmental roots of crime and aggression, the impacts of exposure to different forms and combinations of victimisation, and trajectories of mental health and neurodevelopmental symptoms.
Journal Article
Socioeconomic Status and Depression over the Life Course
2000
Numerous studies document lower levels of depression among adults with higher education, but little is known about the way in which the association varies over the life course. Do depression levels diverge or converge across educational strata with age? This study investigates how the association between education and depression changes with age and tests the extent to which these changes are accounted for by physical health problems, widowed status, employment status, coping resources, household income, and financial strain. Data for this investigation come from the Work, Family, and Well-Being Study, 1990, a nationally representative sample of 2,031 adults aged 18 to 90 interviewed by telephone. Findings indicate that the association between depression and education strengthens with increasing age. Physical health problems among adults with lower education account for most of the diverging gap in depression. These results show that an integration of insights from the stress paradigm and the life course perspective can lead to a fuller understanding of socioeconomic inequality and its influence on psychological functioning.
Journal Article
Pathways to Adulthood in Changing Societies: Variability and Mechanisms in Life Course Perspective
2000
The transition to adulthood has become a thriving area of research in life course studies. This review is organized around two of the field's emerging themes. The first theme is the increasing variability in pathways to adult roles through historical time. The second theme is a heightened sensitivity to transition behaviors as developmental processes. Accounts of such processes typically examine the active efforts of young people to shape their biographies or the socially structured opportunities and limitations that define pathways into adulthood. By joining these concepts, I suggest new lines of inquiry that focus on the interplay between agency and social structures in the shaping of lives.
Journal Article