Network analysis of empathy, anxiety and depression symptoms, relationship satisfaction, sensory processing sensitivity, and alexithymia
Jazyk angličtina Země Anglie, Velká Británie Médium electronic
Typ dokumentu časopisecké články
Grantová podpora
CZ.02.01.01/00/22_008/0004583
Czech Ministry of School and Education
CZ.02.01.01/00/22_008/0004583
Czech Ministry of School and Education
CZ.02.01.01/00/22_008/0004583
Czech Ministry of School and Education
PubMed
41266457
PubMed Central
PMC12635365
DOI
10.1038/s41598-025-24677-2
PII: 10.1038/s41598-025-24677-2
Knihovny.cz E-zdroje
- MeSH
- afektivní symptomy * psychologie MeSH
- deprese * psychologie MeSH
- dospělí MeSH
- empatie * MeSH
- lidé středního věku MeSH
- lidé MeSH
- mladý dospělý MeSH
- osobní uspokojení MeSH
- průzkumy a dotazníky MeSH
- úzkost * psychologie MeSH
- Check Tag
- dospělí MeSH
- lidé středního věku MeSH
- lidé MeSH
- mladý dospělý MeSH
- mužské pohlaví MeSH
- ženské pohlaví MeSH
- Publikační typ
- časopisecké články MeSH
Mood disorders, like anxiety and depression, are the most prevalent mental health issues that significantly impact both individuals and society. Thus, the exploration of risk and protective factors that may influence anxiety and depression symptoms is of great importance. Studies have shown that higher emotional empathy is often linked to increased anxiety and depression, yet results are mixed. Understanding this link in more depth may be relevant for psychotherapists, as it may help them in creating effective treatment plans for anxiety and depression. Therefore, this study aims to explore how positive and negative emotional empathy are linked with anxiety/depression symptoms once relationship satisfaction, sensory‑processing sensitivity (SPS), and alexithymia are taken into account. In 3 382 Czech adults (mean age = 31.76 ± 13.13; 66.29% Females), we administered the Overall Anxiety Severity and Impairment Scale (OASIS), Overall Depression Severity and Impairment Scale (ODSIS), Toronto Empathy Questionnaire (TEQ), Kansas Marital Satisfaction Scale (KMSS), Sensory‑Processing Sensitivity Questionnaire - SPSQ - (sensory subscale), and Perth Alexithymia Questionnaire - PAQ - (externally‑oriented‑thinking sub‑scale). Mixed Graphical Model networks were estimated for (a) total scores and (b) individual items, age, gender, and education were controlled. Accuracy and stability were explored via non‑parametric bootstrapping. At the total‑score level, higher emotional empathy was positively linked with anxiety and depression. Both links weakened after covariates were entered. Empathy nevertheless retained positive edges with SPS and relationship satisfaction, and a negative edge with alexithymia. In the item‑level network, no negative‑empathy items related to anxiety or depression. One positive‑empathy item ("When someone close to me is happy, it affects me deeply - in a positive way") showed an indirect association with lower anxiety via greater relationship satisfaction. Bootstrapping indicated acceptable stability for centrality indices but wide CIs for some edge weights. Our findings suggest that the link between emotional empathy and anxiety/depression is largely indirect. Positive empathy may buffer against anxiety via higher relationship satisfaction. Deconstructing these constructs to the item level may provide more specific insights than analyzing total scores alone. Future empathy researchers should also use longitudinal designs to examine potential causal relationships between empathy and anxiety/depression.
Zobrazit více v PubMed
Bandelow, B. et al. The German guidelines for the treatment of anxiety disorders: first revision. PubMed DOI PMC
Lépine, J. P. The epidemiology of anxiety disorders: prevalence and societal costs. PubMed
Niermann, H. C. M. et al. Anxiety disorders among adolescents and young adults: prevalence and mental health care service utilization in a regional epidemiological study in Germany. PubMed DOI
Rice, D. P. & Miller, L. S. Health economics and cost implications of anxiety and other mental disorders in the united States. PubMed DOI
Konnopka, A. & König, H. Economic burden of anxiety disorders: A systematic review and Meta-Analysis. PubMed DOI
Goodwin, R. D. et al. The relationship between anxiety and substance use disorders among individuals with severe affective disorders. PubMed DOI
Olatunji, B. O., Cisler, J. M. & Tolin, D. F. Quality of life in the anxiety disorders: A meta-analytic review. PubMed DOI
Alfano, C. A., Zakem, A. H., Costa, N. M., Taylor, L. K. & Weems, C. F. Sleep problems and their relation to cognitive factors, anxiety, and depressive symptoms in children and adolescents. PubMed
Liu, J. et al. Influence of comorbid anxiety symptoms on cognitive deficits in patients with major depressive disorder. PubMed DOI
Kanwar, A. et al. The association between anxiety disorders and suicidal behaviors: A systematic review and Meta-Analysis. PubMed
Kariuki-Nyuthe, C. & Stein, D. J. DOI
Kandola, A. & Stubbs, B. Exercise and Anxiety. in
El-Gabalawy, R., Mackenzie, C. S., Shooshtari, S. & Sareen, J. Comorbid physical health conditions and anxiety disorders: a population-based exploration of prevalence and health outcomes among older adults. PubMed DOI
Baxter, A. J. et al. Challenging the myth of an epidemic of common mental disorders: trends in the global prevalence of anxiety and depression between 1990 and 2010. PubMed DOI
Liu, Q. et al. Changes in the global burden of depression from 1990 to 2017: findings from the global burden of disease study. PubMed DOI
Javaid, S. F. et al. Epidemiology of anxiety disorders: global burden and sociodemographic associations. DOI
Xiong, P., Liu, M., Liu, B. & Hall, B. J. Trends in the incidence and dalys of anxiety disorders at the global, regional, and National levels: estimates from the global burden of disease study 2019. PubMed DOI
Santomauro, D. F. et al. Global prevalence and burden of depressive and anxiety disorders in 204 countries and territories in 2020 due to the COVID-19 pandemic. PubMed DOI PMC
Cuff, B. M. P., Brown, S. J., Taylor, L., Howat, D. J. & Empathy A review of the concept. DOI
Ringshaw, J. E., Hamilton, K. & Malcolm-Smith, S. Theory of Mind and moral Decision-Making in the context of autism spectrum disorder. PubMed DOI
Morelli, S. A., Lieberman, M. D. & Zaki, J. The emerging study of positive empathy. DOI
Yan, Z., Zeng, X., Su, J. & Zhang, X. The dark side of empathy: Meta-analysis evidence of the relationship between empathy and depression. PubMed DOI
Nair, T. K. et al. A meta-analytic review of the relations between anxiety and empathy. PubMed DOI
Burger, J. et al. Reporting standards for psychological network analyses in cross-sectional data. PubMed DOI
Aron, E. N., Aron, A. & Jagiellowicz, J. Sensory processing sensitivity: A review in the light of the evolution of biological responsivity. PubMed DOI
Assary, E., Zavos, H. M. S., Krapohl, E., Keers, R. & Pluess, M. Genetic architecture of environmental sensitivity reflects multiple heritable components: a twin study with adolescents. PubMed DOI PMC
Lionetti, F., Aron, E. N., Aron, A., Klein, D. N. & Pluess, M. Observer-Rated environmental sensitivity moderates children’s response to parenting quality in early childhood. PubMed DOI PMC
van den Boogert, F. et al. Sensory processing difficulties in psychiatric disorders: A meta-analysis. PubMed DOI
Mac, A., Kim, M. K. & Sevak, R. J. A review of the impact of sensory processing sensitivity on mental health in university students. PubMed DOI PMC
de Villiers, B., Lionetti, F. & Pluess, M. Vantage sensitivity: a framework for individual differences in response to psychological intervention. PubMed DOI PMC
Slagt, M., Dubas, J. S., van Aken, M. A. G., Ellis, B. J. & Deković, M. Sensory processing sensitivity as a marker of differential susceptibility to parenting. PubMed DOI
Acevedo, B. et al. The highly sensitive brain: an fMRI study of sensory processing sensitivity and response to others’ emotions. PubMed DOI PMC
Greven, C. U. et al. Sensory processing sensitivity in the context of environmental sensitivity: A critical review and development of research agenda. PubMed DOI
Turjeman-Levi, Y. & Kluger, A. N. Sensory-processing sensitivity versus the sensory-processing theory: convergence and divergence. PubMed PMC
Liu, Z., He, S. & Hou, C. The effect of alexithymia on depression: evidence from meta-analysis. PubMed PMC
Brett, J. et al. How Alexithymia Increases Mental Health Symptoms in Adolescence: Longitudinal Evidence for the Mediating Role of Emotion Regulation. (2024). PubMed PMC
Oakley, B. F. M. et al. Alexithymia in autism: cross-sectional and longitudinal associations with social-communication difficulties, anxiety and depression symptoms. PubMed DOI PMC
Di Tella, M., Benfante, A., Castelli, L., Adenzato, M. & Ardito, R. B. On the relationship between alexithymia and social cognition: A systematic review. PubMed PMC
Sened, H. et al. Empathic accuracy and relationship satisfaction: A meta-analytic review. PubMed DOI
Whitton, S. W. & Whisman, M. A. Relationship satisfaction instability and depression. PubMed DOI PMC
South, S. C., Krueger, R. F. & Iacono, W. G. Understanding general and specific connections between psychopathology and marital distress: A model based approach. PubMed DOI PMC
Saxbe, D. & Repetti, R. L. For better or worse? Coregulation of couples’ cortisol levels and mood States. PubMed DOI
Norman, S. B., Cissell, H., Means-Christensen, S., Stein, M. B. & A. J. & Development and validation of an overall anxiety severity and impairment scale (OASIS). PubMed DOI
Sandora, J. et al. The abbreviated overall anxiety severity and impairment scale (OASIS) and the abbreviated overall depression severity and impairment scale (ODSIS): psychometric properties and evaluation of the Czech versions. PubMed DOI PMC
Bentley, K. H., Gallagher, M. W., Carl, J. R. & Barlow, D. H. Development and validation of the overall depression severity and impairment scale. PubMed DOI
Spreng, R. N., McKinnon, M. C., Mar, R. A. & Levine, B. The Toronto empathy questionnaire: scale development and initial validation of a factor-analytic solution to multiple empathy measures. PubMed DOI PMC
Shiomi, H. H. K. The structure of empathy in Japanese adolescents: construction and examination of an empathy scale. DOI
Novak, L. et al. Psychometric analysis of the Czech version of the Toronto empathy questionnaire. PubMed DOI PMC
Cernovska, A., Novak, L., Zidkova, R., Tavel, P. & Malinakova, K. What is the structure of alexithymia? - Modern test theory analysis of the Perth alexithymia questionnaire 10.31234/osf.io/a24uz. (2024).
Schumm, W. R., Nichols, C. W., Schectman, K. L. & Grigsby, C. C. Characteristics of responses to the Kansas marital satisfaction scale by a sample of 84 married mothers. DOI
Novák, L. et al. Psychometric examination of modified version of Kansas Marital Satisfaction Scale (KMSS). (2024).
Malinakova, K., Novak, L., Trnka, R. & Tavel, P. Sensory processing sensitivity questionnaire: A psychometric evaluation and associations with experiencing the COVID-19 pandemic. PubMed PMC
Seyedi, S. Z. et al. Translation of the sensory processing sensitivity questionnaire into Persian for adults aged 18–45 years: validity and reliability. DOI
Epskamp, S. & Fried, E. I. A tutorial on regularized partial correlation networks. PubMed DOI
Costantini, G. et al. State of the aRt personality research: A tutorial on network analysis of personality data in R. DOI
Epskamp, S., Borsboom, D. & Fried, E. I. Estimating psychological networks and their accuracy: A tutorial paper. PubMed DOI PMC
Christensen, A. P., Garrido, L. E. & Golino, H. Unique variable analysis: A network psychometrics method to detect local dependence. PubMed DOI
Haslbeck, J. M. B. & Waldorp, L. J. Mgm: estimating Time-Varying mixed graphical models in High-Dimensional data. DOI
Isvoranu, A. M. & Epskamp, S. Which Estimation method to choose in network psychometrics? Deriving guidelines for applied researchers. PubMed DOI
Liu, D. et al. Network analysis of physical and psychiatric symptoms of hospital discharged patients infected with COVID-19. PubMed DOI PMC
Forbes, M. K., Wright, A. G. C., Markon, K. E. & Krueger, R. F. Evidence that psychopathology symptom networks have limited replicability. PubMed DOI PMC
Haslbeck, J. M. B. & Fried, E. I. How predictable are symptoms in psychopathological networks? A reanalysis of 18 published datasets. PubMed DOI
Haslbeck, J. M. B. & Waldorp, L. J. How well do network models predict observations? On the importance of predictability in network models. PubMed DOI PMC
Robinaugh, D. J., Millner, A. J. & McNally, R. J. Identifying highly influential nodes in the complicated grief network. PubMed DOI PMC
Solmi, M. et al. Age at onset of mental disorders worldwide: large-scale meta-analysis of 192 epidemiological studies. PubMed DOI PMC
Varma, P., Junge, M., Meaklim, H. & Jackson, M. L. Younger people are more vulnerable to stress, anxiety and depression during COVID-19 pandemic: A global cross-sectional survey. PubMed DOI PMC
Wickersham, A. et al. Systematic review and Meta-analysis: the association between child and adolescent depression and later educational attainment. PubMed DOI PMC
O’Brien, E., Konrath, S. H., Grühn, D. & Hagen, A. L. Empathic concern and perspective taking: linear and quadratic effects of age across the adult life span. PubMed DOI
Christov-Moore, L. et al. Empathy: gender effects in brain and behavior. PubMed DOI PMC
R Core Team.
Novak, L.
Trentini, C., Tambelli, R., Maiorani, S. & Lauriola, M. Gender differences in empathy during adolescence: does emotional Self-Awareness matter? PubMed DOI
Cai, X. L. et al. Chinese version of the Perth alexithymia questionnaire: psychometric properties and clinical applications. PubMed DOI PMC
Alkan Härtwig, E., Aust, S., Heekeren, H. R. & Heuser, I. No words for feelings? Not only for my own: diminished emotional empathic ability in alexithymia. PubMed PMC
Lyvers, M., McCann, K., Coundouris, S., Edwards, M. S. & Thorberg, F. A. Alexithymia in relation to alcohol Use, emotion Recognition, and empathy: the role of externally oriented thinking. DOI
McQuarrie, A. M., Smith, S. D. & Jakobson, L. S. Alexithymia and sensory processing sensitivity account for unique variance in the prediction of emotional contagion and empathy. PubMed PMC
Schaefer, M., Kühnel, A. & Gärtner, M. Sensory processing sensitivity and somatosensory brain activation when feeling touch. PubMed DOI PMC
Assary, E., Krebs, G., Eley, T. C. & Practitioner Review Differential susceptibility theory: might it help in Understanding and treating mental health problems in youth? PubMed DOI PMC
Van Reyn, C., Koval, P. & Bastian, B. Sensory processing sensitivity and reactivity to daily events. DOI
Pluess, M. & Belsky, J. Vantage sensitivity: individual differences in response to positive experiences. PubMed DOI
Pluess, M. & Boniwell, I. Sensory-Processing sensitivity predicts treatment response to a school-based depression prevention program: evidence of vantage sensitivity. DOI
Łada, A. B. & Kaźmierczak, M. Negative arousability and relationship satisfaction: the mediating role of empathy.
Liu, Y. & Tian, F. Emotion regulation goals and strategies among individuals with varying levels of sensory processing sensitivity: a latent profile analysis. PubMed PMC
Guilera, T., Batalla, I., Forné, C. & Soler-González, J. Empathy and big five personality model in medical students and its relationship to gender and specialty preference: a cross-sectional study. PubMed DOI PMC
Wan, Q., Jiang, L., Zeng, Y. & Wu, X. A big-five personality model-based study of empathy behaviors in clinical nurses. PubMed DOI
Cramer, D. & Jowett, S. Perceived empathy, accurate empathy and relationship satisfaction in heterosexual couples. DOI
Kimmes, J. G., Edwards, A. B., Wetchler, J. L. & Bercik, J. Self and other ratings of dyadic empathy as predictors of relationship satisfaction. DOI
Ulloa, E. C., Hammett, J. F., Meda, N. A. & Rubalcaba, S. J. Empathy and romantic relationship quality among cohabitating couples: an Actor–Partner interdependence model. PubMed DOI PMC
Gambin, M. & Sharp, C. Relations between empathy and anxiety dimensions in inpatient adolescents. PubMed DOI
Salo, V. C., Schunck, S. J. & Humphreys, K. L. Depressive symptoms in parents are associated with reduced empathy toward their young children. PubMed DOI PMC
Alvi, T. et al. Examining unique associations of social anxiety and depression on behaviorally assessed affective empathy. DOI
Zhang, M. et al. Associations of affective and cognitive empathy with depressive symptoms among a sample of Chinese college freshmen. PubMed DOI
Novák, L. et al. Supplementary materials for the article: Psychometric Analysis of the Czech Version of the Toronto Empathy Questionnaire. (2025). PubMed PMC
Hwang, J. Y., Plante, T. & Lackey, K. The development of the Santa Clara brief compassion scale: an abbreviation of sprecher and fehr’s compassionate love scale. DOI
Zickfeld, J. H., Schubert, T. W., Seibt, B. & Fiske, A. P. Empathic concern is part of a more general communal emotion. PubMed PMC
Caycho-Rodríguez, T. et al. Spanish version of the Santa Clara brief compassion scale: evidence of validity and factorial invariance in Peru. DOI
McDonald, B. & Kanske, P. Gender differences in empathy, compassion, and prosocial donations, but not theory of Mind in a naturalistic social task. PubMed DOI PMC
Albert, P. R. Why is depression more prevalent in women? PubMed DOI PMC
Kessler, R. C. et al. Age differences in major depression: results from the National comorbidity survey replication (NCS-R). PubMed DOI PMC
Peyrot, W. et al. The association between lower educational attainment and depression owing to shared genetic effects? Results in ~ 25,000 subjects. PubMed DOI PMC
Sommerlad, A., Huntley, J., Livingston, G., Rankin, K. P. & Fancourt, D. Empathy and its associations with age and sociodemographic characteristics in a large UK population sample. PubMed DOI PMC
Borsboom, D. & Cramer, A. O. J. Network analysis: an integrative approach to the structure of psychopathology. PubMed DOI
Epskamp, S. et al. Personalized network modeling in psychopathology: the importance of contemporaneous and Temporal connections. PubMed DOI PMC
Epskamp, S., Waldorp, L. J., Mõttus, R. & Borsboom, D. The Gaussian graphical model in Cross-Sectional and Time-Series data. PubMed DOI
Robinaugh, D. J., Hoekstra, R. H. A., Toner, E. R. & Borsboom, D. The network approach to psychopathology: a review of the literature 2008–2018 and an agenda for future research. PubMed DOI PMC
Caughlin, J. P., Huston, T. L. & Houts, R. M. How does personality matter in marriage? An examination of trait anxiety, interpersonal negativity, and marital satisfaction. PubMed DOI
Gable, S. L., Reis, H. T., Impett, E. A. & Asher, E. R. What do you do when things go right? The intrapersonal and interpersonal benefits of sharing positive events. PubMed DOI
Walsh, C. M., Neff, L. A. & Gleason, M. E. J. The role of emotional capital during the early years of marriage: why everyday moments matter. PubMed DOI
Schreiter, S. & Pijnenborg, G. H. M. Aan Het Rot, M. Empathy in adults with clinical or subclinical depressive symptoms. PubMed DOI
Li, J. et al. The relationship between dimensions of empathy and symptoms of depression among university students during the COVID-19 pandemic: A network analysis. PubMed DOI PMC
Mikoska, P. et al. A Czech version of the overall anxiety severity and impairment scale (OASIS): standardization and psychometric properties. PubMed DOI PMC
Mikoška, P. et al. Validation of the overall depression severity and impairment scale (ODSIS) in the Czech Republic. DOI