Evelina T Akimova
Biographic Data
| ID | 1511524 |
|---|---|
| NAME | Evelina T Akimova |
| GIVEN NAMES | Evelina T |
| FAMILY NAME | Akimova |
| SIGNATURE | AKIMOVA E T |
| AFFILIATIONS | University of Oxford |
| ORCID | 0000-0001-8733-3745 |
| VERIFIED | Yes |
| TOTAL WORKS | 9 |
| TOTAL CITATIONS | 37 |
| WORKS AS AUTHOR | 9 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2021 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 3 |
What machine learning teaches us about depression prediction across the life course
Identifying individuals at risk for depression early is important for preventing long-term mental health issues. However, the variability in depression severity, duration, and triggers complicates predictions. This study explores whether machine learning models can outperform traditional methods, like Logistic Regression, in predicting self-reported depressive symptoms and clinical depression during adolescence and adulthood. We applied five mach…
Night shift work and sleep duration among middle and older age adults
Who Remains Single? Educational Gradients in Long-Term Singlehood Across Ethnic Groups
ObjectiveTo compare the prevalence of long-term singlehood and its educational gradient .BackgroundEducational gradients in singlehood vary with countries' prevalent gender roles, and European societies increasingly include ethnic minorities originating from countries with more traditional gender roles. This study investigates whether the prevalence of singlehood and its educational gradient differ between ethnic majority and minority groups and …
Prepayment meters strongly associated with multiple types of deprivation and emergency respiratory hospital admissions
BACKGROUND: Prepayment meters (PPMs) require energy to be paid in advance. Action groups and media contend that PPMs are concentrated in the most vulnerable groups, prone to run out of credit and experience financial burden. This led to forced installation for those over age 85 being banned in April 2023 and a 'prepayment premium' scrapped in July 2023. Yet, we lack empirical evidence of which groups PPMs are concentrated. This ecological study e…
The Total Effect of Social Origins on Educational Attainment
The sibling correlation (SC), which estimates the total effect of family background (i.e., social origins), can be interpreted as measuring a society's inequality of opportunity. Its sensitivity to observed and unobserved factors makes the SC an all-encompassing measure and an attractive choice for comparative research. We gather and summarize all available estimates of SCs in educational attainment (M = .46, SD = .09) and employ meta-regression …
Genome-wide analysis identifies genetic effects on reproductive success and ongoing natural selection at the Fads locus
Evidence from Finland and Sweden on the relationship between early-life diseases and lifetime childlessness in men and women
The percentage of people without children over their lifetime is approximately 25% in men and 20% in women. Individual diseases have been linked to childlessness, mostly in women, yet we lack a comprehensive picture of the effect of early-life diseases on lifetime childlessness. We examined all individuals born in 1956-1968 (men) and 1956-1973 (women) in Finland (n = 1,035,928) and Sweden (n = 1,509,092) to the completion of their reproductive li…
Nowcasting Daily Population Displacement in Ukraine through Social Media Advertising Data
In times of crisis, real-time data mapping population displacements are invaluable for targeted humanitarian response. The Russian invasion of Ukraine on February 24, 2022, forcibly displaced millions of people from their homes including nearly 6 million refugees flowing across the border in just a few weeks, but information was scarce regarding displaced and vulnerable populations who remained inside Ukraine. We leveraged social media data from …
Identification of 371 genetic variants for age at first sex and birth linked to externalising behaviour
Nowcasting Daily Population Displacement in Ukraine through Social Media Advertising Data
In times of crisis, real-time data mapping population displacements are invaluable for targeted humanitarian response. The Russian invasion of Ukraine on February 24, 2022, forcibly displaced millions of people from their homes including nearly 6 million refugees flowing across the border in just a few weeks, but information was scarce regarding displaced and vulnerable populations who remained inside Ukraine. We leveraged social media data from …
Identification of 371 genetic variants for age at first sex and birth linked to externalising behaviour
Evidence from Finland and Sweden on the relationship between early-life diseases and lifetime childlessness in men and women
The percentage of people without children over their lifetime is approximately 25% in men and 20% in women. Individual diseases have been linked to childlessness, mostly in women, yet we lack a comprehensive picture of the effect of early-life diseases on lifetime childlessness. We examined all individuals born in 1956-1968 (men) and 1956-1973 (women) in Finland (n = 1,035,928) and Sweden (n = 1,509,092) to the completion of their reproductive li…
The Total Effect of Social Origins on Educational Attainment
The sibling correlation (SC), which estimates the total effect of family background (i.e., social origins), can be interpreted as measuring a society's inequality of opportunity. Its sensitivity to observed and unobserved factors makes the SC an all-encompassing measure and an attractive choice for comparative research. We gather and summarize all available estimates of SCs in educational attainment (M = .46, SD = .09) and employ meta-regression …
Genome-wide analysis identifies genetic effects on reproductive success and ongoing natural selection at the Fads locus
Identification of 371 genetic variants for age at first sex and birth linked to externalising behaviour
Genome-wide analysis identifies genetic effects on reproductive success and ongoing natural selection at the Fads locus
Evidence from Finland and Sweden on the relationship between early-life diseases and lifetime childlessness in men and women
The percentage of people without children over their lifetime is approximately 25% in men and 20% in women. Individual diseases have been linked to childlessness, mostly in women, yet we lack a comprehensive picture of the effect of early-life diseases on lifetime childlessness. We examined all individuals born in 1956-1968 (men) and 1956-1973 (women) in Finland (n = 1,035,928) and Sweden (n = 1,509,092) to the completion of their reproductive li…
Nowcasting Daily Population Displacement in Ukraine through Social Media Advertising Data
In times of crisis, real-time data mapping population displacements are invaluable for targeted humanitarian response. The Russian invasion of Ukraine on February 24, 2022, forcibly displaced millions of people from their homes including nearly 6 million refugees flowing across the border in just a few weeks, but information was scarce regarding displaced and vulnerable populations who remained inside Ukraine. We leveraged social media data from …
Prepayment meters strongly associated with multiple types of deprivation and emergency respiratory hospital admissions
BACKGROUND: Prepayment meters (PPMs) require energy to be paid in advance. Action groups and media contend that PPMs are concentrated in the most vulnerable groups, prone to run out of credit and experience financial burden. This led to forced installation for those over age 85 being banned in April 2023 and a 'prepayment premium' scrapped in July 2023. Yet, we lack empirical evidence of which groups PPMs are concentrated. This ecological study e…
The Total Effect of Social Origins on Educational Attainment
The sibling correlation (SC), which estimates the total effect of family background (i.e., social origins), can be interpreted as measuring a society's inequality of opportunity. Its sensitivity to observed and unobserved factors makes the SC an all-encompassing measure and an attractive choice for comparative research. We gather and summarize all available estimates of SCs in educational attainment (M = .46, SD = .09) and employ meta-regression …
What machine learning teaches us about depression prediction across the life course
Identifying individuals at risk for depression early is important for preventing long-term mental health issues. However, the variability in depression severity, duration, and triggers complicates predictions. This study explores whether machine learning models can outperform traditional methods, like Logistic Regression, in predicting self-reported depressive symptoms and clinical depression during adolescence and adulthood. We applied five mach…
Night shift work and sleep duration among middle and older age adults
Who Remains Single? Educational Gradients in Long-Term Singlehood Across Ethnic Groups
ObjectiveTo compare the prevalence of long-term singlehood and its educational gradient .BackgroundEducational gradients in singlehood vary with countries' prevalent gender roles, and European societies increasingly include ethnic minorities originating from countries with more traditional gender roles. This study investigates whether the prevalence of singlehood and its educational gradient differ between ethnic majority and minority groups and …
Demography (4 works) · Biology (3 works) · Gene (3 works) · Genetics (3 works) · Medicine (3 works) · Population (3 works) · Psychology (3 works) · Sociology (3 works) · Business (2 works) · Computational biology (2 works)