Liisa Keltikangas-Järvinen’s research while affiliated with University of Helsinki and other places

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Publications (360)


The illustration of the predictive pathways from compassion to ERI. Covariates (age, gender, and socioeconomic factors in childhood and adulthood) and the covariances between the study variables at each measurement year have been omitted from the figure for clarity. *p<0.05, **p<0.001.
The illustration of the predictive pathways from compassion to reward (a component of ERI). Covariates (age, gender, and socioeconomic factors in childhood and adulthood) and the covariances between the study variables at each measurement year have been omitted from the figure for clarity. *p<0.001.
Model-predicted values with 95% confidence intervals of job strain over age separately for participants with low (−1SD), average, and high (+1SD) levels of compassion (adjusted for gender and childhood and adulthood socioeconomic factors).
Model-predicted values with 95% confidence intervals of job control (component of job strain) over age separately for participants with low (−1SD), average, and high (+1SD) levels of compassion (adjusted for gender, and socioeconomic factors in childhood and adulthood).
Model-predicted values with 95% confidence intervals of ERI over age separately for participants with low (−1SD), average, and high (+1SD) levels of compassion (adjusted for gender, and socioeconomic factors in childhood and adulthood).

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Rewards of Compassion: Dispositional Compassion Predicts Lower Job Strain and Effort-Reward Imbalance Over a 11-Year Follow-Up
  • Article
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September 2021

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58 Reads

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3 Citations

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Liisa Keltikangas-Järvinen

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Dispositional compassion has been shown to predict higher well-being and to be associated with lower perceived stress and higher social support. Thus, compassion may be a potential individual factor protecting from job strain. The current study examines (i) whether dispositional compassion predicts job strain and effort-reward imbalance (ERI) or does the predictive relationship run from job strain and ERI to dispositional compassion and (ii) the effect of dispositional compassion on the developmental trajectory of job strain and ERI over a 11-year follow-up. We used data from the Young Finns study (n=723) between 2001 and 2012. The direction of the predictive relationships was analyzed with cross-lagged panel models. Compassion’s effect on the trajectories of job strain, ERI, and their components was examined with multilevel models. First, the cross-lagged panel models demonstrated there was no evidence for the predictive pathways between compassion and job strain or its components. However, the predictive pathways from high dispositional compassion to low ERI and high rewards had better fit to the data than the predictive pathways in the opposite direction. In addition, multilevel models showed that high compassion predicted various job characteristics from early adulthood to middle age (lower job strain and higher job control as well as lower ERI and higher reward). Compassion did not predict job demand/effort. The findings were obtained independently of age, gender, and socioeconomic factors in childhood and adulthood. These findings indicate that compassion may be beneficial in work context. Further, compassion might be useful in the management or prevention of some aspects of strain. Our study provides new insight about the role of compassion in work life.

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Genome-wide association meta-analysis of childhood and adolescent internalising symptoms

September 2020

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326 Reads

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4 Citations

Internalising symptoms in childhood and adolescence are as heritable as adult depression and anxiety, yet little is known of their molecular basis. This genome-wide association meta-analysis of internalising symptoms included repeated observations from 64,641 individuals, aged between 3 and 18. The N-weighted meta-analysis of overall internalising symptoms (INT overall ) detected no genome-wide significant hits and showed low SNP heritability (1.66%, 95% confidence intervals 0.84-2.48%, N effective =132,260). Stratified analyses showed rater-based heterogeneity in genetic effects, with self-reported internalising symptoms showing the highest heritability (5.63%, 95% confidence intervals 3.08-8.18%). Additive genetic effects on internalising symptoms appeared stable over age, with overlapping estimates of SNP heritability from early-childhood to adolescence. Gene-based analyses showed significant associations with three genes: WNT3 (p=1.13×10-06), CCL26 (p=1.88×10-06), and CENPO (p=2.54×10-06). Of these, WNT3 was previously associated with neuroticism, with which INT overall also shared a strong genetic correlation (rg=0.76). Genetic correlations were also observed with adult anxiety, depression, and the wellbeing spectrum (|rg|> 0.70), as well as with insomnia, loneliness, attention-deficit hyperactivity disorder, autism, and childhood aggression (range |rg|=0.42-0.60), whereas there were no robust associations with schizophrenia, bipolar disorder, obsessive-compulsive disorder, or anorexia nervosa. Overall, childhood and adolescent internalising symptoms share substantial genetic vulnerabilities with adult internalising disorders and other childhood psychiatric traits, which could explain both the persistence of internalising symptoms over time, and the high comorbidity amongst childhood psychiatric traits. Reducing phenotypic heterogeneity in childhood samples will be key in paving the way to future GWAS success.


Student-oriented teaching practices and educational equality: a population-based study

September 2020

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139 Reads

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7 Citations

Electronic Journal of Research in Educational Psychology

Introduction. Evidence has remained scarce whether teaching practices might be linked to students’ educational equality. This study investigated (i) whether student-oriented teaching practices are associated with students’ learning outcomes in mathematics, and (ii) whether student-oriented teaching might increase equality in learning outcomes between students with different backgrounds. Method. We used the Finnish PISA 2012 data (N=5052-5660) that provides a nationally representative sample of the Finnish 15-year-old students. The data were analyzed using structural equation models. Results. Frequent student-oriented teaching practices were associated with students’ weaker learning outcomes in mathematics. The effect of frequent student-oriented teaching practices was especially negative among students with risky backgrounds (i.e. risky family structure, low family wealth, low maternal education, immigrant status, student’s previous truancy behavior at school). Our additional analyses showed that also frequent inquiry-based teaching practices were related to weaker learning outcomes in science. Discussion and Conclusion. In conclusion, student-oriented teaching practices appear to be linked with students’ weaker learning outcomes in comprehensive school. Student-oriented teaching may expand the gaps in learning outcomes between students coming from different backgrounds.


Longitudinal Associations of Explosive and Adventurous Temperament Profiles With Character Development: The Modifying Effects of Social Support and Attachment

February 2018

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69 Reads

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4 Citations

The Journal of Clinical Psychiatry

Objective: The aim of this study was to examine (a) whether adventurous and explosive temperament profiles (presumed precursors of antisocial and borderline personality) are associated with character traits over a 15-year follow-up and (b) whether social support and attachment security modify the relationship between temperament profiles and character development. Methods: 2,028 subjects of the Young Finns study completed the Temperament and Character Inventory, the Multidimensional Scale of Perceived Social Support, and the Relationship Questionnaire at 3 assessment points between 1997 and 2012. Results: Both explosive and adventurous temperament profiles seemed to predispose individuals to have less mature personalities; that is, these profiles were consistently associated with lower cooperativeness (P < .001), and explosive temperament also with lower self-directedness (P < .001), over the entire follow-up period. These relationships did not vary significantly at the individual level and were sustained after controlling for age, gender, and socioeconomic status. However, the presence of high social support and secure attachment was found to decrease the likelihood that explosive temperament would lead to an immature adulthood character (P < .001). In contrast, persons with the adventurous temperament were likely to have a more mature character under low social support and an immature one under high experienced social support (P < .05). Conclusions: Individuals with the explosive temperament benefit from high social support and secure attachment. From the point of view of the therapy process, this knowledge might be of importance. In contrast, individuals with the adventurous temperament were able to direct their behavior better in social environments that were not likely to support their basic temperaments.


Perfectionism and depressive symptoms: The effects of psychological detachment from work

October 2017

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212 Reads

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26 Citations

Personality and Individual Differences

We examined the association of perfectionism with depressive symptoms and tested whether psychological detachment from work would both mediate and moderate the association. The participants were 76 primary school teachers (87% female) who responded to measures of perfectionism (Multidimensional Inventory on Perfectionism in Sports adapted for teachers), psychological detachment from work (The Recovery Experience Questionnaire), and depressive symptoms (Beck Depression Inventory-II). Perfectionism comprised both adaptive and maladaptive dimensions. Adaptive perfectionism referred to striving for perfection, whereas maladaptive perfectionism involved negative reactions to imperfection and perceived pressure to be perfect. According to our results, negative reactions to imperfection were associated with higher depressive symptoms, and lower level of psychological detachment from work played a minor mediating role in the association. There was, however, no association between negative reactions to imperfection and higher depressive symptoms when detachment from work was high. Our findings suggest that striving for perfection and perceived pressure to be perfect might not contribute to depressive symptoms in teaching. Instead, teachers experiencing negative reactions to imperfection and low psychological detachment from work could be at risk for developing depressive symptoms. Finding ways to psychologically detach from work may benefit teachers characterized by negative reactions to imperfection.


Table 1 shows details of the data collected at each center 
Figure 2 of 2
Neuroticism Associates with Cerebral in Vivo Serotonin Transporter Binding Differently in Males and Females

August 2017

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149 Reads

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21 Citations

The International Journal of Neuropsychopharmacology

Background: Neuroticism is a major risk factor for affective disorders. This personality trait has been hypothesized to associate with synaptic availability of the serotonin transporter (5-HTT), which critically controls serotonergic tone in the brain. However, earlier studies linking neuroticism and 5-HTT have failed to produce converging findings. Because sex affects both the serotonergic system and the risk that neuroticism poses to the individual, sex may modify the association between neuroticism and 5-HTT, but this question has not been investigated by previous studies. Methods: Here, we combined data from four different positron emission tomography imaging centers to address whether neuroticism is related to 5-HTT binding in vivo. The data set included 5-HTT binding potential (BPND) values from the thalamus and striatum, and personality scores from 91 healthy males and 56 healthy females. We specifically tested if the association between neuroticism and 5-HTT is different in females and males. Results: We found that neuroticism and thalamic 5-HTT BPND were associated in both males and females, but with opposite directionality. Higher neuroticism associated with higher 5-HTT BPND in males (standardized beta 0.292, p = .008), whereas in females, higher neuroticism associated with lower 5-HTT BPND (standardized beta -0.288, p = .014). Conclusions: The finding is in agreement with recent studies showing that the serotonergic system is involved in affective disorders differently in males and females and suggests that contribution of thalamic 5-HTT to the risk of affective disorders depends on sex.






Citations (76)


... Social behaviors mainly include posting, replying, and following other users in the community. These social effort behaviors of users may reap the sympathy of other users (Tolonen et al., 2021), thus making it easier to receive replies from others in OPIC. ...

Reference:

Exploring user interaction patterns in an online physician interactive community based on exponential random graph models
Rewards of Compassion: Dispositional Compassion Predicts Lower Job Strain and Effort-Reward Imbalance Over a 11-Year Follow-Up

... Giving teachers the responsibility of designing an integrated curriculum increases the demands placed on them significantly. The same holds true for students when their role as curriculum makers expands (Kirschner et al., 2006;Kirschner & van Merriënboer, 2013;Saarinen et al., 2020;Schneider & Stern, 2010). This does not necessarily mean that integration cannot be part of curriculum implementation; but it does mean that its implementation benefits from a well-integrated written curriculum that supports the coherent organisation of educational knowledge. ...

Student-oriented teaching practices and educational equality: a population-based study
  • Citing Article
  • September 2020

Electronic Journal of Research in Educational Psychology

... These comorbid problems are often more common in females than in males with ADHD (Quinn, 2008), as is the case in the general population (Craske et al., 2017;Malhi & Mann, 2018). Although there is some evidence of high genetic correlations (r g > 0.7) between "internalizing" problems in childhood and diagnosed anxiety and depression in adults (Jami et al., 2020), these correlations were examined in the context of psychiatric symptoms in children in the general population. An unresolved question is whether comorbid anxiety and depression in individuals with ADHD are aetiologically similar to typical anxiety and depression in non-ADHD samples and whether this differs by sex. ...

Genome-wide association meta-analysis of childhood and adolescent internalising symptoms

... The dynamics of personality development is complex with feedback interactions among many biogenetic, psychosocial, environmental influences, and sociocultural influences [63,74,78]. Consequently, its development is meta-stable and saltatory; that is, personality development occurs abruptly in jumps to higher or lower levels of well-being at the extremes of tipping points due to changes in a person's internal and external conditions [63,79,80]. ...

Longitudinal Associations of Explosive and Adventurous Temperament Profiles With Character Development: The Modifying Effects of Social Support and Attachment
  • Citing Article
  • February 2018

The Journal of Clinical Psychiatry

... In vivo neuroimaging studies using positron emission tomography (PET) have linked trait Neuroticism to features of the 5-HT systems in healthy individuals. Several studies have shown a negative association between Neuroticism and the 5-HT 1A receptor (5-HT 1A R) (Tauscher et al., 2001;Frokjaer et al., 2008Frokjaer et al., , 2010Takano et al., 2007;Hirvonen et al., 2015;Tuominen et al., 2017) and a positive association with the 5-HT 2A receptor (5-HT 2A R) (Frokjaer et al., 2008(Frokjaer et al., , 2010 and 5-HT transporter (5-HTT) (Takano et al., 2007;Tuominen et al., 2017). However, other studies reported no associations between personality and 5-HT 1A R (Rabiner et al., 2002;Karlsson et al., 2009) and personality and 5-HTT (Reimold et al., 2008), suggesting that the link between Neuroticism and 5-HT neurotransmission is not straightforward. ...

Neuroticism Associates with Cerebral in Vivo Serotonin Transporter Binding Differently in Males and Females

The International Journal of Neuropsychopharmacology

... For example, it is not uncommon for educational policy decisions to change, for teachers to struggle with student misbehavior, or for there to be insufficient support from the school administration in professional, psychological, and leadership terms (Preechawong et al., 2021). Teacher stress can be contagious through social interactions, impairing teacher-student interactions and the school or classroom climate (Guin, 2004;Elovainio et al., 2011), and hence has a negative influence on students' learning achievements and well-being (Gluschkoff et al., 2017). ...

Perfectionism and depressive symptoms: The effects of psychological detachment from work
  • Citing Article
  • October 2017

Personality and Individual Differences

... Both sets of associations affirm the utility of ideal CVH in identifying primordial and primary prevention strategies in public health to improve cardiac outcomes [16,17]. cc A growing body of evidence has identified complex relationships between ideal CVH, social risk, psychosocial risk factors, and adverse cardiovascular outcomes (Fig. 1) [2,15,[18][19][20][21][22][23]. Studies have reported disparities by sex, race, educational attainment, and income in achievement of ideal CVH [18,24,25]. ...

Intergenerational Transmission of Socioeconomic Position and Ideal Cardiovascular Health: 32-Year Follow-Up Study

Health Psychology

... For more details on the included GWAS see Supplementary Table 1. After filtering, the 13 traits included in our analyses include psychiatric disorders (PGC GWAS for: ADHD 35 , Autism 36 , bipolar disorder 13 , schizophrenia 12 , cross-disorder, a joint analyses of severe mental illness 37 , major depression 38 ; other psychiatric GWAS for: self-reported depression from 23andMe 39 major depressive disorder from CONVERGE 40 ) brain traits (ENIGMA Caudate volume and Putamen volume 41 ) and behavioural traits (Morningness 23andMe 42 , Neuroticism 43 and subjective well-being 43 (SWB)). ...

Corrigendum: Genetic variants associated with subjective well-being, depressive symptoms, and neuroticism identified through genome-wide analyses
  • Citing Article
  • November 2016

Nature Genetics

... Entre las consecuencias generadas por los riesgos psicosociales se encuentran: baja Satisfacción laboral (Akin et al., 2014), Síndrome de Quemarse por el Trabajo (SQT) (Alvarado y Bretones, 2018; Bedoya et al., 2018;Gil-Monte et al., 2016;Guerrero-Barona et al., 2018), o problemas de Salud (Moriana y Herruzo, 2004), (problemas para dormir (18%) (Törnroos et al., 2017), sensación de cansancio (40%), cefaleas (45%), o tensión e irritabilidad (67%)) (INSHT, 2017). En relación con la Satisfacción laboral, se encontraron prevalencias de baja Satisfacción laboral en un 21% de personal docente (Wang et al., 2022), asociándose positivamente con Conflicto de rol y Ambigüedad de rol (Orgambídez-Ramos et al., 2017), y negativamente con Autonomía (Baluyos, et al., 2019;Johari et al., 2018), disponibilidad de Recursos (Han et al., 2020), y Apoyo Social en el Trabajo (Edinger y Edinger, 2018). ...

Reciprocal Relationships Between Psychosocial Work Characteristics and Sleep Problems: A Two-wave Study

... This pattern has been replicated across multiple large-sample studies and multiple psychometric instruments (Anglim et al., 2020). These personality-SWB associations seem to have a genetic foundation, as inferred from genetically informative studies, such as twin studies (Hahn et al., 2013;Pelt et al., 2024;Røysamb et al., 2018;Weiss et al., 2008) and molecular genetic studies (Baselmans, Jansen, et al., 2019;Weiss et al., 2016). Open questions arise in terms of possible age differences in SWB heritability (Bartels, 2015) and the extent to which quantitative genetic and molecular genetic evidence align concerning the genetic links between personality traits and well-being. ...

Personality Polygenes, Positive Affect, and Life Satisfaction

Twin Research and Human Genetics