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  1. Article ; Online: Role of personality traits in healthy ageing.

    Hakulinen, Christian

    Journal of epidemiology and community health

    2020  Volume 74, Issue 10, Page(s) 769

    MeSH term(s) Cognitive Dysfunction ; Dementia ; Healthy Aging ; Humans ; Longitudinal Studies ; Personality
    Language English
    Publishing date 2020-08-05
    Publishing country England
    Document type Journal Article ; Research Support, Non-U.S. Gov't ; Comment
    ZDB-ID 391868-3
    ISSN 1470-2738 ; 0142-467X ; 0141-7681 ; 0143-005X
    ISSN (online) 1470-2738
    ISSN 0142-467X ; 0141-7681 ; 0143-005X
    DOI 10.1136/jech-2020-214469
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  2. Article ; Online: Which predicts longevity better: Satisfaction with life or purpose in life?

    Martela, Frank / Laitinen, Elmeri / Hakulinen, Christian

    Psychology and aging

    2024  

    Abstract: Life satisfaction and purpose in life are fundamental yet separate ways to evaluate one's life. Both positively predict physical health and longevity, making them key factors for length and quality of life. However, we do not know which of them predicts ... ...

    Abstract Life satisfaction and purpose in life are fundamental yet separate ways to evaluate one's life. Both positively predict physical health and longevity, making them key factors for length and quality of life. However, we do not know which of them predicts mortality, when controlling for the influence of each other. Given that purpose in life involves a more active engagement with life and can help to cope with suffering, we hypothesize that purpose in life could be a more direct prospective predictor of longevity, overshadowing any effect of life satisfaction, when the two are pitted against each other as prospective predictors of longevity. To examine these hypotheses, we utilized Midlife in the U.S. survey, which is a 23-year follow-up study, (
    Language English
    Publishing date 2024-02-15
    Publishing country United States
    Document type Journal Article
    ZDB-ID 635596-1
    ISSN 1939-1498 ; 0882-7974
    ISSN (online) 1939-1498
    ISSN 0882-7974
    DOI 10.1037/pag0000802
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  3. Article ; Online: Variations in Suicide Risk and Risk Factors After Hospitalization for Depression in Finland, 1996-2017.

    Aaltonen, Kari / Sund, Reijo / Hakulinen, Christian / Pirkola, Sami / Isometsä, Erkki

    JAMA psychiatry

    2024  Volume 81, Issue 5, Page(s) 506–515

    Abstract: Importance: Although incidence of suicide in depression varies remarkably temporally, risk factors have been modeled as constant and remain uncharted in the short term. How effectively factors measured at one point in time predict risk at different time ...

    Abstract Importance: Although incidence of suicide in depression varies remarkably temporally, risk factors have been modeled as constant and remain uncharted in the short term. How effectively factors measured at one point in time predict risk at different time points is unknown.
    Objective: To examine the absolute risk and risk factors for suicide in hospitalized patients with depression starting from the first days after discharge up to 2 years and to evaluate whether the size of relative risk by factor displays temporal patterns over consecutive phases of follow-up.
    Design, setting, and participants: This population-based study using Finnish registers (hospital discharge, population, and cause of death registers) included all hospitalizations for depression as the principal diagnosis in Finland from 1996 to 2017, with a maximum follow-up of 2 years. Data were analyzed from January 2022 to November 2023.
    Main outcomes and measures: Incidence rate (IR), IR ratios, hazard functions, and hazard ratios for suicide by consecutive time periods (0 to 3 days, 4 to 7 days, 7 to 30 days, 31 to 90 days, 91 to 365 days, and 1 to 2 years) since discharge.
    Results: This study included 193 197 hospitalizations among 91 161 individuals, of whom 51 197 (56.2%) were female, and the mean (SD) age was 44.0 (17.3) years. Altogether, patients were followed up to 226 615 person-years. A total of 1219 men and 757 women died of suicide. Incidence of suicide was extremely high during the first days after discharge (IR of 6062 [95% CI, 4963-7404] per 100 000 on days 0 to 3; IR of 3884 [95% CI, 3119-4835] per 100 000 on days 4 to 7) and declined thereafter. Several factors were associated with risk of suicide over the first days after discharge. Current suicide attempt by hanging or firearms increased the risk of suicide most on days 0 to 3 (IR ratio, 18.9; 95% CI, 3.1-59.8) and on days 0 to 7 (IR ratio, 10.1; 95% CI, 1.7-31.5). Temporal patterns of the size of the relative risk diverged over time, being constant, declining, or increasing. Clinical factors had the strongest association immediately. Relative risk remained constant among men and even increased among those with alcohol or substance use disorder.
    Conclusions and relevance: In this study, patients hospitalized for depression had extremely high risk of suicide during the first days after discharge. Thereafter, incidence declined steeply but remained high. Within the periods of the highest risk of suicide, several factors increased overall risk manyfold. Risk factors' observed potencies varied over time and had characteristic temporal patterns.
    MeSH term(s) Humans ; Finland/epidemiology ; Male ; Female ; Risk Factors ; Adult ; Middle Aged ; Hospitalization/statistics & numerical data ; Suicide/statistics & numerical data ; Registries/statistics & numerical data ; Incidence ; Depressive Disorder/epidemiology ; Aged ; Young Adult
    Language English
    Publishing date 2024-02-14
    Publishing country United States
    Document type Journal Article ; Research Support, Non-U.S. Gov't
    ZDB-ID 2701203-7
    ISSN 2168-6238 ; 2168-622X
    ISSN (online) 2168-6238
    ISSN 2168-622X
    DOI 10.1001/jamapsychiatry.2023.5512
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  4. Article ; Online: Association between depression and the likelihood of having children: a nationwide register study in Finland.

    Golovina, Kateryna / Elovainio, Marko / Hakulinen, Christian

    American journal of obstetrics and gynecology

    2022  Volume 228, Issue 2, Page(s) 211.e1–211.e11

    Abstract: Background: Depression may be associated with a lower likelihood of having children, but the findings are inconsistent. Previous population-based studies on this topic are limited.: Objective: We examined associations between depression and the ... ...

    Abstract Background: Depression may be associated with a lower likelihood of having children, but the findings are inconsistent. Previous population-based studies on this topic are limited.
    Objective: We examined associations between depression and the likelihood of having children, the number of children, and the parental age at first birth. We also evaluated whether these associations differ for people with low, middle, and high educational levels.
    Study design: We conducted a nationwide register cohort study including all individuals born in Finland from 1960 to 1980 (n=1,408,951). Depression diagnoses were identified from the Care Register for Health Care (containing records of inpatient hospital episodes for the period 1969 to 2017 and of specialist outpatient visits for the period 1996 to 2017). The main outcomes-having biological children, the number of biological children, and the parental age at first birth-were identified from the Population Register of Statistics Finland and were defined either in the last year of the follow-up in 2017 or the last year alive or living in Finland. The association between depression and the likelihood of having children was examined using a logistic regression analysis; the association between depression and the number of children was evaluated using Poisson regression analyses, and the association between depression and the age at first birth was evaluated using a linear regression analysis. All analyses were conducted separately for men and women.
    Results: For both men and women, secondary care-treated depression was associated with a lower likelihood of having children (odds ratio, 0.66; 95% confidence interval, 0.64-0.67 for men; odds ratio, 0.84; 95% confidence interval, 0.82-0.85 for women) and with having fewer children (incidence rate ratio, 0.86; 95% confidence interval, 0.86-0.87 for men; incidence rate ratio, 0.96; 95% confidence interval, 0.96-0.96 for women). Depression was associated with a slightly lower parental age at first birth (33.1 vs 34.0; P<.001 for men; 31.3 vs 32.1; P<.001 for women). Dose-response associations between the severity of depression and a decreased likelihood of having children, as well as having fewer children, were observed. Earlier onset of depression was related to a lower likelihood of having children and to having fewer children. Among men and women in middle- and high-level educational groups, depression was associated with a lower likelihood of having children and with having fewer children. Among men with a low level of education, no associations were observed. Among women with a low level of education, depression was associated with a higher likelihood of having children and with having more children.
    Conclusion: Both men and women with secondary care-treated depression have a lower likelihood of having children and have fewer children. Our findings suggest that depression may be one of the factors that contribute to the likelihood of having children, which should be addressed by policy makers.
    MeSH term(s) Pregnancy ; Male ; Humans ; Child ; Female ; Depression/epidemiology ; Cohort Studies ; Finland/epidemiology ; Parturition ; Parents
    Language English
    Publishing date 2022-10-23
    Publishing country United States
    Document type Journal Article ; Research Support, Non-U.S. Gov't
    ZDB-ID 80016-8
    ISSN 1097-6868 ; 0002-9378
    ISSN (online) 1097-6868
    ISSN 0002-9378
    DOI 10.1016/j.ajog.2022.10.016
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  5. Article: Mortality in persons with recent primary or secondary care contacts for mental disorders in Finland.

    Suokas, Kimmo / Hakulinen, Christian / Sund, Reijo / Kampman, Olli / Pirkola, Sami

    World psychiatry : official journal of the World Psychiatric Association (WPA)

    2022  Volume 21, Issue 3, Page(s) 470–471

    Language English
    Publishing date 2022-09-08
    Publishing country Italy
    Document type Letter
    ZDB-ID 2236130-3
    ISSN 2051-5545 ; 1723-8617
    ISSN (online) 2051-5545
    ISSN 1723-8617
    DOI 10.1002/wps.21027
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  6. Article: Do the Temperamental Characteristics of Both Mother and Child Influence the Well-Being of Adopted and Non-Adopted Children?

    Liskola, Krista / Raaska, Hanna / Hakulinen, Christian / Lapinleimu, Helena / Elovainio, Marko

    Children (Basel, Switzerland)

    2022  Volume 9, Issue 8

    Abstract: 1) Background: For decades, the temperaments of infants and small children have been a focus of studies in human development and been seen as a potential contributor to children's developmental patterns. However, less is known about the interplay ... ...

    Abstract (1) Background: For decades, the temperaments of infants and small children have been a focus of studies in human development and been seen as a potential contributor to children's developmental patterns. However, less is known about the interplay between the temperamental characteristics of mothers and their children in the context of explaining variations in developmental outcomes. The aim of our study was to explore the associations-with or without genetic links-of the temperaments and psychological distress of mothers and the temperaments of children with behavioral problems in a group of internationally adopted children and their adoptive mothers and in a group of non-adopted children and their mothers. (2) Methods: Data (
    Language English
    Publishing date 2022-08-13
    Publishing country Switzerland
    Document type Journal Article
    ZDB-ID 2732685-8
    ISSN 2227-9067
    ISSN 2227-9067
    DOI 10.3390/children9081227
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  7. Article ; Online: Intergenerational continuity of loneliness and potential mechanisms: Young Finns Multigenerational Study.

    Elovainio, Marko / Komulainen, Kaisla / Hakulinen, Christian / Pahkala, Katja / Rovio, Suvi / Hutri, Nina / Raitakari, Olli T / Pulkki-Råback, Laura

    Scientific reports

    2024  Volume 14, Issue 1, Page(s) 5465

    Abstract: Evidence on the intergenerational continuity of loneliness and on potential mechanisms that connect loneliness across successive generations is limited. We examined the association between loneliness of (G0) parents (859 mothers and 570 fathers, mean age ...

    Abstract Evidence on the intergenerational continuity of loneliness and on potential mechanisms that connect loneliness across successive generations is limited. We examined the association between loneliness of (G0) parents (859 mothers and 570 fathers, mean age 74 years) and their children (G1) (433 sons and 558 daughters, mean age 47 years) producing 991 parent-offspring pairs and tested whether these associations were mediated through subjective socioeconomic position, temperament characteristics, cognitive performance, and depressive symptoms. Mean loneliness across parents had an independent effect on their adult children's experienced loneliness (OR = 1.72, 95% CI 1.23-2.42). We also found a robust effect of mothers' (OR = 1.64, 95% CI 1.17-2.29), but not of fathers' loneliness (OR = 1.47, 95% CI 0.96-2.25) on offspring's experienced loneliness in adulthood. The associations were partly mediated by offspring depressive (41-54%) and anxiety (29-31%) symptoms. The current findings emphasize the high interdependence of loneliness within families mediated partly by offspring's mental health problems.
    MeSH term(s) Adult ; Female ; Humans ; Aged ; Middle Aged ; Finland ; Loneliness ; Anxiety ; Anxiety Disorders ; Mothers
    Language English
    Publishing date 2024-03-05
    Publishing country England
    Document type Journal Article
    ZDB-ID 2615211-3
    ISSN 2045-2322 ; 2045-2322
    ISSN (online) 2045-2322
    ISSN 2045-2322
    DOI 10.1038/s41598-024-56147-6
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  8. Article ; Online: Prescription opioid use and employment: A nationwide Finnish register study.

    Böckerman, Petri / Haapanen, Mika / Hakulinen, Christian / Vainiomäki, Jari

    Drug and alcohol dependence

    2021  Volume 227, Page(s) 108967

    Abstract: Background: The secular decline in labor market participation and the concurrent increase in opioid use in many developed countries have sparked a policy debate on the possible connection between these two trends. We examined whether the use of ... ...

    Abstract Background: The secular decline in labor market participation and the concurrent increase in opioid use in many developed countries have sparked a policy debate on the possible connection between these two trends. We examined whether the use of prescription opioids was connected to labor market outcomes relating to participation, employment and unemployment among the Finnish population.
    Methods: The working-age population (aged 19-64 years) living in Finland during the period 1995-2016 was used in the analyses (consisting of 67 903 701 person-year observations). Lagged values of prescription opioid use per capita were used as the exposure. Instrumental variables (IV) estimation method was used to identify causal effects, where opioid use per capita for the elderly (65-95-year-old) was used as an instrument for the opioid use per capita for the working-age population of the same gender, education and region.
    Results: Increased opioid use led to worse labor market outcomes in the long run, with the effect size of 16 % and 20 %, compared to the standard deviation of the employment and participation rates. On the contrary, in the short run, increased opioid use had positive employment effects.
    Conclusions: Policymakers should take the contradictory short- and long-term effects into account while considering regulation and monitoring of opioid use. Regulating and monitoring long-term prescription opioids is crucial for reducing their negative labor market consequences.
    MeSH term(s) Adult ; Aged ; Aged, 80 and over ; Analgesics, Opioid/therapeutic use ; Employment ; Finland/epidemiology ; Humans ; Middle Aged ; Opioid-Related Disorders/drug therapy ; Opioid-Related Disorders/epidemiology ; Prescriptions ; Young Adult
    Chemical Substances Analgesics, Opioid
    Language English
    Publishing date 2021-08-28
    Publishing country Ireland
    Document type Journal Article ; Research Support, Non-U.S. Gov't
    ZDB-ID 519918-9
    ISSN 1879-0046 ; 0376-8716
    ISSN (online) 1879-0046
    ISSN 0376-8716
    DOI 10.1016/j.drugalcdep.2021.108967
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  9. Article ; Online: Loneliness and cognitive function in older adults: Longitudinal analysis in 15 countries.

    Cachón-Alonso, Laura / Hakulinen, Christian / Jokela, Markus / Komulainen, Kaisla / Elovainio, Marko

    Psychology and aging

    2023  Volume 38, Issue 8, Page(s) 778–789

    Abstract: This study aims to evaluate the directionality of the association between loneliness and cognitive performance in older adults, accounting for confounding factors. Data were from 55,662 adults aged ≥ 50 years who participated in Waves 5-8 of the Survey ... ...

    Abstract This study aims to evaluate the directionality of the association between loneliness and cognitive performance in older adults, accounting for confounding factors. Data were from 55,662 adults aged ≥ 50 years who participated in Waves 5-8 of the Survey of Health, Ageing and Retirement in Europe (SHARE). Loneliness was assessed with the Three-Item Loneliness Scale (TILS) and with a one-item direct question. Cognitive performance was assessed with four measures: verbal fluency, numeracy, immediate recall, and delayed recall. Age, sex, geographical area, educational attainment, partnership status, depressive symptoms, and previous chronic diseases at baseline were used as covariates. We analyzed the associations with three-wave random intercept cross-lagged panel models (RI-CLPM) and conducted age-stratified analysis among those younger versus older than 65 years. Full information maximum likelihood estimators were used to handle missing values in Waves 6-8 in the main analyses. We also conducted additional sensitivity analyses stratified by retirement status (retired vs. not) at baseline. At the within-person level, loneliness and cognitive performance were not associated with each other among those aged 50-64 years in the main time-lagged analysis. Among those aged ≥ 65 years, loneliness was associated with lower cognitive performance in the next wave in all four cognitive domains. In addition, lower verbal fluency predicted greater loneliness in the next waves among this age group. Similar patterns were found independently of retirement status at baseline. These results suggest that loneliness is a psychosocial risk factor for cognitive decline among older adults (≥ 65 years). (PsycInfo Database Record (c) 2023 APA, all rights reserved).
    MeSH term(s) Humans ; Aged ; Loneliness/psychology ; Aging/psychology ; Cognition ; Cognitive Dysfunction/epidemiology ; Cognitive Dysfunction/psychology ; Retirement ; Longitudinal Studies
    Language English
    Publishing date 2023-10-19
    Publishing country United States
    Document type Journal Article
    ZDB-ID 635596-1
    ISSN 1939-1498 ; 0882-7974
    ISSN (online) 1939-1498
    ISSN 0882-7974
    DOI 10.1037/pag0000777
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  10. Article ; Online: Geographical variation in treated psychotic and other mental disorders in Finland by region and urbanicity.

    Suokas, Kimmo / Kurkela, Olli / Nevalainen, Jaakko / Suvisaari, Jaana / Hakulinen, Christian / Kampman, Olli / Pirkola, Sami

    Social psychiatry and psychiatric epidemiology

    2023  Volume 59, Issue 1, Page(s) 37–49

    Abstract: Purpose: In Finland, prevalence of schizophrenia is higher in the eastern and northern regions and co-occurs with the distribution of schizophrenia polygenic risk scores. Both genetic and environmental factors have been hypothesized to contribute to ... ...

    Abstract Purpose: In Finland, prevalence of schizophrenia is higher in the eastern and northern regions and co-occurs with the distribution of schizophrenia polygenic risk scores. Both genetic and environmental factors have been hypothesized to contribute to this variation. We aimed to examine the prevalence of psychotic and other mental disorders by region and degree of urbanicity, and the impacts of socio-economic adjustments on these associations.
    Methods: Nationwide population registers from 2011 to 2017 and healthcare registers from 1975 to 2017. We used 19 administrative and three aggregate regions based on the distribution of schizophrenia polygenic risk scores, and a seven-level urban-rural classification. Prevalence ratios (PRs) were calculated by Poisson regression models and adjusted for gender, age, and calendar year (basic adjustments), and Finnish origin, residential history, urbanicity, household income, economic activity, and physical comorbidity (additional adjustments) on an individual level. Average marginal effects were used to visualize interaction effects between region and urbanicity.
    Results: A total of 5,898,180 individuals were observed. All mental disorders were slightly more prevalent (PR 1.03 [95% CI, 1.02-1.03]), and psychotic disorders (1.11 [1.10-1.12]) and schizophrenia (1.19 [1.17-1.21]) considerably more prevalent in eastern and northern than in western coastal regions. After the additional adjustments, however, the PRs were 0.95 (0.95-0.96), 1.00 (0.99-1.01), and 1.03 (1.02-1.04), respectively. Urban residence was associated with increased prevalence of psychotic disorders across all regions (adjusted PR 1.21 [1.20-1.22]).
    Conclusion: After adjusting for socioeconomic and sociodemographic factors, the within-country distribution of mental disorders no longer followed the traditional east-west gradient. Urban-rural differences, on the other hand, persisted after the adjustments.
    MeSH term(s) Humans ; Finland/epidemiology ; Urban Population ; Mental Disorders/epidemiology ; Psychotic Disorders/epidemiology ; Schizophrenia/epidemiology ; Risk Factors
    Language English
    Publishing date 2023-06-13
    Publishing country Germany
    Document type Journal Article
    ZDB-ID 623071-4
    ISSN 1433-9285 ; 0037-7813 ; 0933-7954
    ISSN (online) 1433-9285
    ISSN 0037-7813 ; 0933-7954
    DOI 10.1007/s00127-023-02516-x
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