A Mediation Analysis of Self-Esteem in the Relationship between Dark Triad and Loneliness among Future Science Educators
##plugins.themes.bootstrap3.article.main##
Abstract
This study examined the structural relationships among Dark Triad traits, self-esteem, and loneliness, with particular emphasis on the mediating role of self-esteem. A quantitative cross-sectional survey design was employed, involving 165 prospective science teachers (M_age = 18.53, SD = 1.10) enrolled in the Science Education Study Program at Universitas Negeri Semarang. Participants meeting predefined inclusion criteria voluntarily completed three validated self-report measures: the Short Dark Triad (SD3), the UCLA Loneliness Scale, and the Rosenberg Self-Esteem Scale. Data were analyzed using Partial Least Squares Structural Equation Modelling (PLS-SEM) and hierarchical regression analysis. The results indicated that Dark Triad traits negatively predicted self-esteem (β = −0.93, p < .001) and positively predicted loneliness (β = 0.97, p < .001), whereas self-esteem negatively predicted loneliness (β = −0.96, p < .001). When self-esteem was included in the model, the direct effect of Dark Triad traits on loneliness decreased (β = 0.63), and the Sobel test confirmed a significant partial mediation effect (Z = 6.13, SE = 0.04, p < .001). These findings suggest that self-esteem functions as a protective psychological mechanism that attenuates the adverse effects of Dark Triad traits on loneliness. Accordingly, interventions aimed at strengthening self-esteem may contribute to enhancing the social and emotional well-being of prospective science educators.
Downloads
##plugins.themes.bootstrap3.article.details##
Copyright (c) 2026 Rizki Nor Amelia, Prasetyo Listiaji, Parmin Parmin, Amnan Haris, Tiara Dwi Wulandari, Luky Hidayat, Ahmad Dif Fairuz Zaidan

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
References
R. Zaman, A. Hankir, and M. Jemni. “Lifestyle factors and mental health”. Psychiatria Danubina 31.3 (2019), pp. 217–220.
A. E. Maharani, C. P. Kharisma, and F. Salsabila. “Pengaruh mengerjakan skripsi terhadap tingkat stress pada mahasiswa tingkat akhir”. Observasi: Jurnal Publikasi Ilmu Psikologi 2.4 (2024), pp. 68–80.
D. Perlman and L. A. Peplau. “Toward a social psychology of loneliness”. In: Personal Relationships. Vol. 3. 1981, pp. 31–56.
B. E. Stoliker and K. D. Lafreniere. “The influence of perceived stress, loneliness, and learning burnout on university students’ educational experience”. College Student Journal 49.1 (2015), pp. 146–160.
T. Franssen, M. Stijnen, F. Hamers, and F. Schneider. “Age differences in demographic, social and health-related factors associated with loneliness across the adult life span (19–65 years): a cross-sectional study in the Netherlands”. BMC Public Health 20.20 (2020), pp. 1–12. doi:10.1186/s12889-020-09208-0.
M. Balážová, I. Gallová, J. Praško, M. Šlepecký, and A. Kotianová. “Family environment as predictor of adolescents’ loneliness”. European Psychiatry 41.1 (2017), pp. 6–11. doi:10.1016/j.eurpsy.2017.01.259.
P. Qualter, S. L. Brown, K. J. Rotenberg, J. Vanhalst, R. A. Harris, L. Goossens, M. Bangee, and P. Munn. “Trajectories of loneliness during childhood and adolescence: Predictors and health outcomes”. Journal of Adolescence 36.6 (2013), pp. 1283–1293. doi:10.1016/j.adolescence.2013.01.005.
M. Kipli, S. Rahman, and S. Surat. “Kebimbangan dan kemahiran sosial dalam kalangan pelajar di sebuah institusi pendidikan islam di Sarawak”. Jurnal Dunia Pendidikan 4.2 (2022), pp. 49–62.
H. M. A. Suhairi, N. A. M. Khatib, S. Rajaratnam, and S. M. Hoesni. “Relationship between loneliness and mental health among local university students”. International Journal of Academic Research in Business & Social Sciences 13.12 (2023), pp. 331–341. doi:10.6007/IJARBSS/v13-i12/19791.
Y. Ganesan, P. Talwar, N. Fauzan, and Y. B. Oon. “A study on stress level and coping strategies among undergraduate students”. Journal of Cognitive Sciences and Human Development 3.2 (2018), pp. 37–47.
R. Prowse, F. Sherratt, A. Abizaid, R. L. Gabrys, K. G. Hellemans, Z. R. Patterson, and R. J. McQuaid. “Coping with the COVID-19 pandemic: Examining gender differences in stress and mental health among university students”. Frontiers in Psychiatry 12 (2021), pp. 1–11. doi:10.3389/fpsyt.2021.650759.
T. Richardson, P. Elliott, and R. Roberts. “Relationship between loneliness and mental health in students”. Journal of Public Mental Health 16.2 (2017), pp. 48–54. doi:10.1108/JPMH-03-2016-0013.
J. Z. Lui, N. P. Young, J. O. Ebbert, J. K. Rosedahl, and L. M. Philpot. “Loneliness and migraine self-management: A cross-sectional assessment”. Journal of Primary Care & Community Health 11 (2020), pp. 1–9. doi:10.1177/2150132720924874.
M. L. Westergaard, C. J. Lau, K. Allesøe, A. H. Andreasen, and R. H. Jensen. “Poor social support and loneliness in chronic headache: Prevalence and effect modifiers”. Cephalalgia 41.13 (2021), pp. 1318–1331. doi:10.1177/033310242110203.
I. I. Pasha, A. I. Syahidah, and H. Ulfa. “The role of loneliness towards academic stress end-level students at University X”. European Journal of Psychological Research 7.2 (2020), pp. 43–49.
S. Slimmen, O. Timmermans, K. Mikolajczak-Degrauwe, and A. Oenema. “How stress-related factors affect mental wellbeing of university students: A cross-sectional study to explore the associations between stressors, perceived stress, and mental wellbeing”. PLoS One 17.11 (2022), pp. 1–16. doi:10.1371/journal.pone.0275925.
M. Z. Arifin and H. H. Rohan. “Meta-analysis the effects of loneliness on depression in elderly”. Indonesian Journal of Global Health Research 5.2 (2023), pp. 335–344.
S. L. Kraav, S. M. Lehto, N. Junttila, A. Ruusunen, J. Kauhanen, S. Hantunen, and T. Tolmunen. “Depression and loneliness may have a direct connection without mediating factors”. Nordic Journal of Psychiatry 75.7 (2021), pp. 553–557. doi:10.1080/08039488.2021.1894231.
R. W. Moeller and M. Seehuus. “Loneliness as a mediator for college students’ social skills and experiences of depression and anxiety”. Journal of Adolescence 73 (2019), pp. 1–13. doi:10.1016/j.adolescence.2019.03.006.
A. Fauziyyah and S. Ampuni. “Depression tendencies, social skills, and loneliness among college students in Yogyakarta”. Jurnal Psikologi 45.2 (2018), pp. 98–106.
E. C. Chang, L. J. Sanna, R. Chang, and M. R. Bodem. “A preliminary look at loneliness as a moderator of the link between perfectionism and depressive and anxious symptoms in college students: Does being lonely make perfectionistic strivings more distressing?” Behaviour Research and Therapy 46.7 (2008), pp. 877–886.
H. Odacı and M. Kalkan. “Problematic internet use, loneliness, and dating anxiety among young adult university students”. Computers & Education 55.3 (2010), pp. 1091–1097. doi:10.1016/j.compedu.2010.05.006.
S. C. Griffin, A. B. Williams, S. G. Ravyts, S. N. Mladen, and B. D. Rybarczyk. “Loneliness and sleep: A systematic review and meta-analysis”. Health Psychology Open 7.1 (2020), pp. 1–11. doi:10.1177/20551029209132.
T. Matthews, A. Danese, A. M. Gregory, A. Caspi, T. E. Moffitt, and L. Arseneault. “Sleeping with one eye open: Loneliness and sleep quality in young adults”. Psychological Medicine 47.12 (2017), pp. 2177–2186. doi:10.1017/S0033291717000629.
P. Meneguzzo, S. Terlizzi, L. Maggi, and P. Todisco. “The loneliness factor in eating disorders: Implications for psychopathology and biological signatures”. Comprehensive Psychiatry 132 (2024), pp. 1–8. doi:10.1016/j.comppsych.2024.152493.
E. Makri, I. Michopoulos, and F. Gonidakis. “Investigation of loneliness and social support in patients with eating disorders: A case-control study”. Psychiatry International 3.2 (2022), pp. 142–157. doi:10.3390/psychiatryint3020012.
N. D. K. Norazizi, M. A. C. Amat, M. Hanafi, N. Hafizah, and S. N. Salam. “Influence of depression and loneliness on suicidal behaviour among public university students in Malaysia”. Pertanika Journal of Social Sciences & Humanities 32.S3 (2024), pp. 55–70. doi:10.47836/pjssh.32.S3.04.
S. Shoib, T. W. Amanda, F. Saeed, R. Ransing, S. S. Bhandari, A. Y. U. Armiya’u, A. Gürcan, and M. Chandradasa. “Association between loneliness and suicidal behaviour: A scoping review”. Turkish Journal of Psychiatry 34.2 (2023), pp. 125–132. doi:10.5080/u27080.
M. R. Leary. “Responses to social exclusion: social anxiety, jealousy, loneliness, depression, and low self-esteem”. Journal of Social and Clinical Psychology 9.2 (1990), pp. 221–229. doi:10.1521/jscp.1990.9.2.221.
P. M. Wisesa and E. Purwandari. “Self-esteem and loneliness: A meta-analysis study”. Jurnal Penelitian Ilmu-Ilmu Sosial 5.2 (2024), pp. 144–160.
X. Xie, X. Tang, H. Rapp, D. Tong, and P. Wang. “Does forgiveness alleviate depression after being phubbed for emerging adults? The mediating role of self-esteem”. Computers in Human Behavior 109 (2020), pp. 1–7. doi:10.1016/j.chb.2020.106362.
M. R. Leary. “Sociometer theory and the pursuit of relational value: Getting to the root of self-esteem”. European Review of Social Psychology 16.1 (2005), pp. 75–111. doi:10.1080/10463280540000007.
J. T. Cacioppo, L. C. Hawkley, J. M. Ernst, M. Burleson, G. G. Berntson, B. Nouriani, and D. Spiegel. “Loneliness within a nomological net: An evolutionary perspective”. Journal of Research in Personality 40.6 (2006), pp. 1054–1085. doi:10.1016/j.jrp.2005.11.007.
S. L. Marshall, P. D. Parker, J. Ciarrochi, and P. C. Heaven. “Is self-esteem a cause or consequence of social support? A 4-year longitudinal study”. Child Development 85.3 (2014), pp. 1275–1291. doi:10.1111/cdev.12176.
M. A. Jayanthi, R. L. Kumar, and S. Swathi. “Investigation on association of self-esteem and students’ performance in academics”. International Journal of Grid and Utility Computing 9.3 (2018), pp. 211–219.
J. Lane, A. M. Lane, and A. Kyprianou. “Self-efficacy, self-esteem, and their impact on academic performance”. Social Behavior and Personality: An International Journal 32.3 (2004), pp. 247–256. doi:10.2224/sbp.2004.32.3.247.
A. Kurtović. “Relationship between attributions for success and failure and self-esteem, hopelessness, and depression in secondary school students”. Croatian Journal of Education 14.4 (2012), pp. 771–797.
E. Navarro, J. M. Tomás, and A. Oliver. “Factores personales, familiares y académicos en niños y adolescentes con baja autoestima”. Boletín de Psicología 88.1 (2006), pp. 7–25.
E. De Prada, M. Mareque, and M. Pino-Juste. “Self-esteem among university students: How it can be improved through teamwork skills”. Education Sciences 14.1 (2024), pp. 1–15. doi:10.3390/educsci14010108.
E. C. L. Chaves, T. P. Simão, I. S. de Oliveira, I. Prado de Souza, D. H. Iunes, and D. A. Nogueira. “Assessment of nursing students’ self-esteem at a university in the South of Minas Gerais (Brazil)”. Investigación y Educación en Enfermería 31.2 (2013), pp. 261–269.
S. Jakobwitz and V. Egan. “The dark triad and normal personality traits”. Personality and Individual Differences 40.2 (2006), pp. 331–339. doi:10.1016/j.paid.2005.07.006.
P. K. Jonason and G. D. Webster. “The dirty dozen: a concise measure of the dark triad”. Psychological Assessment 22.2 (2010), pp. 420–432. doi:10.1037/a0019265.
C. Savard, C. Simard, and P. K. Jonason. “Psychometric properties of the French-Canadian version of the dark triad dirty dozen”. Personality and Individual Differences 119 (2017), pp. 122–128. doi:10.1016/j.paid.2017.06.044.
D. Preotiuc-Pietro, J. Carpenter, S. Giorgi, and L. Ungar. “Studying the Dark Triad of personality through Twitter behavior”. In: Proceedings of the 25th ACM International on Conference on Information and Knowledge Management. 2016, pp. 761–770. doi:10.1145/2983323.2983822.
P. K. Jonason and C. H. Kroll. “A multidimensional view of the relationship between empathy and the dark triad”. Journal of Individual Differences 36.3 (2015), pp. 150–156. doi:10.1027/1614-0001/a000166.
W. Zhang, H. Zou, M. Wang, and M. S. Finy. “The role of the dark triad traits and two constructs of emotional intelligence on loneliness in adolescents”. Personality and Individual Differences 75 (2015), pp. 74–79. doi:10.1016/j.paid.2014.10.025.
E. Andreou. “Bully/victim problems and their association with machiavellianism and self-efficacy in Greek primary school children”. British Journal of Educational Psychology 74.2 (2004), pp. 297–309.
R. Čopková. “The dark triad in helping professions–Comparison of teachers and pedagogy students”. Journal of Women’s Entrepreneurship and Education 1–2 (2020), pp. 125–141. doi:10.28934/jwee20.12.pp125-141.
R. Čopková. “Burnout syndrome and dark triad at schools: Engineers as teachers of vocational technical subjects”. Journal on Efficiency and Responsibility in Education and Science 14.3 (2021), pp. 195–203. doi:10.7160/eriesj.2021.140306.
D. L. Paulhus and K. M. Williams. “The dark triad of personality: Narcissism, machiavellianism, and psychopathy”. Journal of Research in Personality 36.6 (2002), pp. 556–563. doi:10.1016/S0092-6566(02)00505.
D. N. Jones and D. L. Paulhus. “Introducing the short dark triad (SD3) a brief measure of dark personality traits”. Assessment 21.1 (2014), pp. 28–41. doi:10.1177/1073191113514105.
D. W. Russel. “UCLA loneliness scale (version 3): Reliability, validity, and factor structure”. Journal of Personality Assessment 66.1 (1996), pp. 20–40. doi:10.1207/s15327752jpa6601_2.
M. Rosenberg. Society and the adolescent self-image. New Jersey: Princeton University Press, 1965.
J. Hair and A. Alamer. “Partial least squares structural equation modeling (PLS-SEM) in second language and education research: Guidelines using an applied example”. Research Methods in Applied Linguistics 1.3 (2022), pp. 1–16. doi:10.1016/j.rmal.2022.100027.
W. W. Chin. “The partial least squares approach for structural equation modeling”. In: Modern Methods for Business Research. Ed. by G. A. Marcoulides. Lawrence Erlbaum Associates Publishers, 1998, pp. 295–336.
M. Tenenhaus, V. E. Vinzi, Y. M. Chatelin, and C. Lauro. “PLS path modeling”. Computational Statistics & Data Analysis 48.1 (2005), pp. 159–205. doi:10.1016/j.csda.2004.03.005.
K. K. K. Wong. “Partial least squares structural equation modeling (PLS-SEM) techniques using SmartPLS”. Marketing Bulletin 24.1 (2013), pp. 1–32.
R. M. Baron and D. A. Kenny. “The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations”. Journal of Personality and Social Psychology 51.6 (1986), pp. 1173–1182.
G. W. Cheung, H. D. Cooper-Thomas, R. S. Lau, and L. C. Wang. “Reporting reliability, convergent and discriminant validity with structural equation modeling: A review and best-practice recommendations”. Asia Pacific Journal of Management 41.2 (2024), pp. 745–783.
G. D. Garson. Factor analysis and dimension reduction in R: A social scientist’s toolkit. London: Routledge, 2022.
J. F. Hair Jr, G. T. M. Hult, C. M. Ringle, M. Sarstedt, N. P. Danks, and S. Ray. “Mediation Analysis”. In: Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R. Classroom Companion: Business. Cham: Springer, 2021. doi:10.1007/978-3-030-80519-7_7.
F. Al-Zwainy and M. Al-Marsomi. “Structural equation modeling of critical success factors in the programs of development regional”. Journal of Project Management 8.2 (2023), pp. 119–132.
V. Zeigler-Hill. “Discrepancies between implicit and explicit self-esteem: Implications for narcissism and self-esteem instability”. Journal of Personality 74.1 (2006), pp. 119–143. doi:10.1111/j.1467-6494.2005.00371.x.
L. Stenason. “Implicit and explicit self-esteem in relation to the Dark Triad”. Western Undergraduate Psychology Journal 2.1 (2014), pp. 1–15.
J. D. Miller, D. R. Lynam, C. Vize, M. Crowe, C. Sleep, J. L. Maples-Keller, and W. K. Campbell. “Vulnerable narcissism is (mostly) a disorder of neuroticism”. Journal of Personality 86.2 (2018), pp. 186–199. doi:10.1111/jopy.12303.
S. J. Heine, D. R. Lehman, H. R. Markus, and S. Kitayama. “Is there a universal need for positive self-regard?” Psychological Review 106.4 (1999), pp. 766–794. doi:10.1037/0033-295X.106.4.766.
C. Sedikides, L. Gaertner, and H. Cai. “On the panculturality of self-enhancement and self-protection motivation: The case for the universality of self-esteem”. In: Advances in Motivation Science. Vol. 2. Elsevier, 2015, pp. 185–241.
A. Juhásová and V. Gatial. “The dark triad in relation to teachers’ interaction styles”. International Journal of Professional Business Review 9.11 (2024), pp. 1–12. doi:10.26668/businessreview/2024.v9i11.5134.
P. K. Jonason and L. Krause. “The emotional deficits associated with the dark triad traits: Cognitive empathy, affective empathy, and alexithymia”. Personality and Individual Differences 55.5 (2013), pp. 532–537. doi:10.1016/j.paid.2013.04.027.
L. A. Jensen-Campbell, J. M. Knack, and A. M. Waldrip. “The association between teachers’ dark personality traits and teacher-student relationships”. Teaching and Teacher Education 81 (2019), pp. 44–53.
L. Venya and S. Pushparaj. “Relationship between self esteem and loneliness among college hostel students”. International Journal of Indian Psychology 12.1 (2024), pp. 497–516. doi:10.25215/1201.046.
F. Geukens, M. Maes, A. Spithoven, J. L. Pouwels, S. Danneel, A. H. Cillessen, and L. Goossens. “Changes in adolescent loneliness and concomitant changes in fear of negative evaluation and self-esteem”. International Journal of Behavioral Development 46.1 (2022), pp. 10–17.
U. K. Moksnes, H. N. Bjørnsen, R. Ringdal, M. E. B. Eilertsen, and G. A. Espnes. “Association between loneliness, self-esteem, and outcome of life satisfaction in Norwegian adolescents aged 15–21”. Scandinavian Journal of Public Health 50.8 (2022), pp. 1089–1096. doi:10.1177/14034948221081287.
D. Suryadi. “Hubungan antara harga diri dengan kesepian pada remaja akhir di Jabodetabek selama pandemi covid-19”. Jurnal Muara Medika dan Psikologi Klinis 1.2 (2022), p. 169. doi:10.24912/jmmpk.v1i2.17894.
J. Vanhalst, L. Goossens, K. Luyckx, R. H. Scholte, and R. C. Engels. “The development of loneliness from mid-to late adolescence: Trajectory classes, personality traits, and psychosocial functioning”. Journal of Adolescence 36.6 (2013), pp. 1305–1312. doi:10.1016/j.adolescence.2012.04.002.
A. F. Hayes and N. J. Rockwood. “Regression-based statistical mediation and moderation analysis in clinical research: Observations, recommendations, and implementation”. Behaviour Research and Therapy 3 (2017), pp. 1–19. doi:10.1016/j.brat.2016.11.001.
A. Alsina, R. Batllori, M. Falgàs, and I. Vidal. “Marcas de autorregulación para la construcción del perfil docente durante la formación inicial de maestros”. Revista Complutense de Educación 30.1 (2018), pp. 55–74. doi:10.5209/RCED.55466.
J. Ro. “On the matter of teacher quality: lessons from Singapore”. Journal of Curriculum Studies 53.4 (2021), pp. 500–515. doi:10.1080/00220272.2020.1808903.
A. N. Jasmi and L. C. Hin. “Student-teacher relationship and student academic motivation”. Journal for Interdisciplinary Research in Education (JIRE) 4.1 (2014), pp. 75–82. doi:10.7603/s40933-014-0006-0.
A. E. Kheruniah. “A teacher personality competence contribution to a student study motivation and discipline to fiqh lesson”. International Journal of Scientific & Technology Research 2.2 (2013), pp. 108–112.
S. Sahid. “The influence of teachers personality on students motivation in learning english in West Papua: Based on university students perspective”. IDEAS: Journal on English Language Teaching and Learning, Linguistics and Literature 12.1 (2024), pp. 236–243.
Rizki Nor Amelia
Prasetyo Listiaji