Gaps in the usage and reporting of multiple imputation for incomplete data: findings from a scoping review of observational studies addressing causal questions

RM Mainzer, M Moreno-Betancur, CD Nguyen… - BMC Medical Research …, 2024 - Springer
Background Missing data are common in observational studies and often occur in several of
the variables required when estimating a causal effect, ie the exposure, outcome and/or …

Association between alcohol use disorders and dementia in 262,703 dementia-free Finnish adults: Is cardiovascular disease a mediator?

Y Hu, K Korhonen, P Li, M Bobak… - The Journals of …, 2023 - academic.oup.com
Background The possible mediating role of cardiovascular disease (CVD) in the relationship
between alcohol use disorders (AUD) and the risk of early-onset (< age 65) and late-onset …

[HTML][HTML] It's giving me the blues: A fixed-effects and g-formula approach to understanding job insecurity, sleep disturbances, and major depression

RS Högnäs, MJ Bijlsma, U Högnäs, S Blomqvist… - Social Science & …, 2022 - Elsevier
Research suggests that work-related factors like job insecurity increases the risk of major
depression (MD), although it is unclear whether the association is causal. Research further …

Early adolescent health problems, school performance, and upper secondary educational pathways: a counterfactual-based mediation analysis

J Mikkonen, H Remes, H Moustgaard… - Social forces, 2021 - academic.oup.com
Early health problems predict lower educational attainment, but it remains unclear whether
this is due to health problems weakening school performance or due to other mechanisms …

[HTML][HTML] Hypothetical interventions on risk factors for depression among middle-aged and older community-dwellers in China: An application of the parametric g …

N Zhang, C Wang, Y Li, F Chen, P Yan - Journal of Affective Disorders, 2023 - Elsevier
Background Sleep disturbances, frailty, and body pain are widespread in middle-aged and
older adults with depression, and have been identified as depression risk factors. However …

Poverty, deprivation, and mortality risk among women with HIV in the United States

A Edmonds, A Breskin, SR Cole, D Westreich… - …, 2021 - journals.lww.com
Background: Prior studies suggest neighborhood poverty and deprivation are associated
with adverse health outcomes including death, but evidence is limited among persons with …

[HTML][HTML] The effect of low childhood income on self-harm in young adulthood: mediation by adolescent mental health, behavioural factors and school performance

J Pitkänen, MJ Bijlsma, H Remes, M Aaltonen… - SSM-population …, 2021 - Elsevier
Low childhood income is an established risk factor of self-harm in adolescence and young
adulthood, and childhood income is additionally associated with various correlates of self …

Systolic blood pressure and 6-year mortality in South Africa: a country-wide, population-based cohort study

MK Ali, P Geldsetzer, EW Gower, T Mukama… - The Lancet Healthy …, 2021 - thelancet.com
Background Improving hypertension control is an important global health priority, yet, to our
knowledge, there is no direct evidence on the relationship between blood pressure and …

Use of sequence analysis for classifying individual antidepressant trajectories to monitor population mental health

M Cherrie, S Curtis, G Baranyi, S McTaggart… - BMC psychiatry, 2020 - Springer
Background Over the past decade, antidepressant prescriptions have increased in
European countries and the United States, partly due to an increase in the number of new …

Causal Inference for Latent Markov Models Using the Parametric G-Formula

FJ Clouth, MJ Bijlsma, S Pauws, J Vermunt - 2023 - psyarxiv.com
The parametric g-formula can be used to estimate causal effects of time-varying exposures
or treatments on observable outcomes. In such a longitudinal setting, time-varying …