Articles with "causal effects" as a keyword



Causal Effects of Immune Cell Populations on Cognitive Performance: A Mendelian Randomization Study

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Published in 2025 at "Brain and Behavior"

DOI: 10.1002/brb3.70861

Abstract: Recent research has started to uncover an important connection between immune system activity and cognitive abilities. Although correlative associations have been documented, the causal mechanisms connecting specific immune cell subpopulations to cognitive capabilities remain insufficiently… read more here.

Keywords: cell populations; effects immune; populations cognitive; cell ... See more keywords

Causal effects of sedentary behaviours on the risk of migraine: A univariable and multivariable Mendelian randomization study

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Published in 2024 at "European Journal of Pain"

DOI: 10.1002/ejp.2296

Abstract: Migraine is a common and burdensome neurological disorder. The causal relationship between sedentary behaviours (SBs) and migraine remains instinct. We aimed to evaluate the roles of SBs including watching TV, using computer and driving in… read more here.

Keywords: risk migraine; effects sedentary; migraine; behaviours risk ... See more keywords

The Dynamic and Heterogeneous Effects of COVID-19 Vaccination Mandates in the USA.

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Published in 2024 at "Health economics"

DOI: 10.1002/hec.4923

Abstract: Mandatory vaccination for COVID-19 has received intense political and ethical debates, while the literature on the causal effects of vaccination mandates on vaccination outcomes is very limited. In this study, we examine the effects of… read more here.

Keywords: treatment; heterogeneous effects; first dose; vaccination ... See more keywords

Variability in Causal Effects and Noncompliance in a Multisite Trial: A Bivariate Hierarchical Generalized Random Coefficients Model for a Binary Outcome

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Published in 2024 at "Statistics in Medicine"

DOI: 10.1002/sim.10229

Abstract: Within each of 170 physicians, patients were randomized to access e‐assist, an online program that aimed to increase colorectal cancer screening (CRCS), or control. Compliance was partial: 78.34%$$ 78.34\% $$ of the experimental patients accessed… read more here.

Keywords: random effects; trial; causal effects; causal ... See more keywords

Links between causal effects and causal association for surrogacy evaluation in a gaussian setting.

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Published in 2017 at "Statistics in medicine"

DOI: 10.1002/sim.7430

Abstract: Two paradigms for the evaluation of surrogate markers in randomized clinical trials have been proposed: the causal effects paradigm and the causal association paradigm. Each of these paradigms rely on assumptions that must be made… read more here.

Keywords: causal effects; effects causal; causal association; evaluation ... See more keywords

Constructing race: racialization, causal effects, or both?

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Published in 2018 at "Philosophical Studies"

DOI: 10.1007/s11098-018-1069-8

Abstract: Social constructionism about race is a common view, but there remain questions about what exactly constitutes constructed race. Some hold that our concepts and conceptual practices construct race, and some hold that the causal consequences… read more here.

Keywords: conceptual practices; concepts conceptual; constructing race; causal effects ... See more keywords

Assessing the causal effects of long-term exposure to PM2.5 during pregnancy on cognitive function in the adolescence: Evidence from a nationwide cohort in China.

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Published in 2021 at "Environmental pollution"

DOI: 10.1016/j.envpol.2021.118560

Abstract: The effects of air pollution on adolescents need further consideration. Although there is evidence that maternal exposure to air pollution may affect the cognitive function of offspring, relevant studies remain limited and inconsistent, with a… read more here.

Keywords: pollution; exposure; causal effects; evidence ... See more keywords

The causal effects of regional industrial policies on employment: A synthetic control approach

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Published in 2017 at "Regional Science and Urban Economics"

DOI: 10.1016/j.regsciurbeco.2017.08.003

Abstract: Industrial policies affecting entire sectors in regions, provinces, or districts can account for large portions of sub-national government spending. Yet because of the methodological challenges related to the identification of a counterfactual when a single… read more here.

Keywords: industrial policies; causal effects; approach; employment ... See more keywords

More suffering, more involvement? The causal effects of seismic disasters on social capital

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Published in 2021 at "World Development"

DOI: 10.1016/j.worlddev.2020.105221

Abstract: Abstract Between 2004 and 2007, a series of earthquakes struck Indonesia, resulting in devastating damages. We investigate the changes that occurred in social capital after the experience of these events. Employing a panel of nationally… read more here.

Keywords: capital; effects seismic; causal effects; involvement causal ... See more keywords

Distributional causal effects: Beyond an "averagarian" view of intervention effects.

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Published in 2022 at "Psychological methods"

DOI: 10.1037/met0000533.supp

Abstract: The usefulness of mean aggregates in the analysis of intervention effectiveness is a matter of considerable debate in the psychological, educational, and social sciences. In addition to studying "average treatment effects," the evaluation of "distributional… read more here.

Keywords: distributional causal; beyond averagarian; effects beyond; causal effects ... See more keywords

Simultaneous estimation of bi-directional causal effects and heritable confounding from GWAS summary statistics

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Published in 2021 at "Nature Communications"

DOI: 10.1038/s41467-021-26970-w

Abstract: Mendelian Randomisation (MR) is an increasingly popular approach that estimates the causal effect of risk factors on complex human traits. While it has seen several extensions that relax its basic assumptions, most suffer from two… read more here.

Keywords: simultaneous estimation; summary statistics; heritable confounder; causal effects ... See more keywords