Development of a new trauma dataset over 38 years from the Young Finns Study
Saarinen, A.; Asikainen, T.; Lehtimäki, T.; Raitakari, O.; Keltikangas-Järvinen, L.
Show abstract
Background: Previous trauma research includes many limitations, such as the scarcity of pretraumatic health measurements and assessment of traumatic experiences with a broad scope across the lifespan. To respond to these gaps, we aimed to develop a new, prospective, population-based trauma dataset from childhood to middle age. Methods: We used the Young Finns Study that is a population-based, multi-generational, prospective study (n = 3596 for the main generation). It has started in 1980 (baseline assessment) and includes follow-ups in 1983, 1986, 1989, 1992, 1997, 2001, 2007, 2011/2012, and 2018-2020. From the 38-year follow-up and ten measurement points of the YFS, we collected all relevant trauma variables, including both free-format and structured questions that both the participants and their parents responded to. By a data-driven case-to-case analysis, we developed a scale to numerically capture variation in the quality of the experiences. Results: Our final dataset captured a total of 7769 traumatic experiences. We also developed the Traumatic Experience Severity Scale (TESS), including six subscales such as shamefulness, rarity, danger to life or health, effects on everyday life, human-made physical threat, and whether the target person was within or outside one's household. We also preprocessed the dataset to be later easily interleaved with other psychological, cardiovascular, and epigenetic variables of the YFS. Conclusions: We believe this new trauma dataset with thousands of experiences across the lifespan provides new opportunities to multidisciplinary, lifelong trauma research.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Why the COVID-19 pandemic is a traumatic stressor 94%
- Body image and appearance distress among military veterans and civilians with an injury-related visible difference: A comparison study 92%
- Psychosocial family-level mediators in the intergenerational transmission of trauma: Protocol for a systematic review and meta-analysis 92%
Similar papers in this journal
- Screening for Post-Traumatic Stress Disorder following Childbirth using the Peritraumatic Distress Inventory 92%
- Association among income loss, financial strain and depressive symptoms during COVID-19: evidence from two longitudinal studies 91%
- Long-term Trajectories of Depressive Symptoms in Deployed Military Personnel: A 10-year prospective study 91%
Similar papers in this journal
- Cost effectiveness of interventions for Post-Traumatic Stress Disorders following major incidents including terrorism and pandemics 92%
- The mental health and experiences of discrimination of LGBTQ+ people during the COVID-19 pandemic: Initial findings from the Queerantine Study 91%
- The State of Ohio Adversity and Resilience (SOAR) Study Protocol: A Comprehensive, Multimodal, Family-based, Longitudinal Investigation of Risk and Resilience in Mental Health and Substance Use Disorders 90%
Similar papers in this journal
- How is the distribution of psychological distress changing over time? Who is driving these changes? Analysis of the 1958 and 1970 British birth cohorts 92%
- Social isolation in mid-life: associations with psychological distress, life satisfaction and self-rated health in two successive British birth cohorts 92%
- Adult life-course trajectories of psychological distress and economic outcomes in midlife during the COVID-19 pandemic 92%
Similar papers in this journal
- Differential associations between SARS-CoV-2 infection, perceived burden of the pandemic and mental health in the German population-based cohort for digital health research 91%
- The prevalence, incidence and risk factors of mental health problems and mental health services use before and 9 months after the COVID-19 outbreak among the general Dutch population. A 3-wave prospective study 90%
- DNA methylation of Nuclear Factor of Activated T Cells 1 mediates the prospective relation between exposure to different traumatic event types and post-traumatic stress disorder 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.