Test anxiety; emotion regulation; executive functioning; top-down self-regulation; vagally-mediated heart rate variability; Developmental and Educational Psychology; Clinical Psychology; Arts and Humanities (miscellaneous); Psychiatry and Mental Health
Abstract :
[en] [en] BACKGROUND AND OBJECTIVES: Self-regulatory processes, namely behavioral regulation (in terms of executive functions) and emotion regulation, are assumed to be central for test anxiety. Both self-regulation components, along with vagally-mediated heart rate variability (HRV) - a proposed concomitant of top-down self-regulation - are associated with anxiety.
DESIGN: A longitudinal design was adopted to test the hypotheses that (1) higher vagally-mediated HRV, (2) adaptive emotion regulation and (3) better executive functioning (i.e., higher inhibitory control) at the semester beginning (t1) predict lower levels of test anxiety at the end of the semester (t2).
METHODS: A sample of N = 70 (58 female) university students (M [SD] age = 25.04 [7.14] years) completed a measurement of resting HRV (RMSSD), performed an affective go/no-go task, and reported on emotion regulation and test anxiety at t1. Test anxiety and certain examination characteristics were assessed at t2. A hierarchical regression analysis was conducted to test the hypotheses.
RESULTS: Supporting hypothesis 1, HRV at t1 significantly predicted test anxiety at t2, whereas emotion regulation and inhibitory control were no significant predictors.
CONCLUSIONS: As vagally-mediated HRV seems meaningful for the prediction of test anxiety, interventions designed to reduce test anxiety could benefit from incorporating HRV biofeedback training.
Disciplines :
Neurosciences & behavior
Author, co-author :
Grabo, Lena Mareen; Institute of Psychology, Department of Work and Organizational Psychology, University of Duisburg-Essen, Essen, Germany
SCHULZ, André ; University of Luxembourg > Faculty of Humanities, Education and Social Sciences (FHSE) > Department of Behavioural and Cognitive Sciences (DBCS) > Health and Behaviour
Bellingrath, Silja; Institute of Psychology, Department of Work and Organizational Psychology, University of Duisburg-Essen, Essen, Germany
External co-authors :
yes
Language :
English
Title :
Vagally-mediated heart rate variability longitudinally predicts test anxiety in university students.
Abler, B., & Kessler, H., (2009). Emotion regulation questionnaire–Eine deutschsprachige Fassung des ERQ von Gross und John. Diagnostica, 55(3), 144–152. https://doi.org/10.1026/0012-1924.55.3.144
Aldao, A., Nolen-Hoeksema, S., & Schweizer, S., (2010). Emotion-regulation strategies across psychopathology: A meta-analytic review. Clinical Psychology Review, 30(2), 217–237. https://doi.org/10.1016/j.cpr.2009.11.004
Aldao, A., Sheppes, G., & Gross, J. J., (2015). Emotion regulation flexibility. Cognitive Therapy and Research, 39(3), 263–278. https://doi.org/10.1007/s10608-014-9662-4
Amate-Romera, J., & de la Fuente, J., (2021). Relationships between test anxiety, self-regulation and strategies for coping with stress, in professional examination candidates. Anales de Psicología / Annals of Psychology, 37(2), 276–286. https://doi.org/10.6018/analesps.411131
Amstadter, A. B., (2008). Emotion regulation and anxiety disorders. Journal of Anxiety Disorders, 22(2), 211–221. https://doi.org/10.1016/j.janxdis.2007.02.004
Appelhans, B. M., & Luecken, L. J., (2006). Heart rate variability as an index of regulated emotional responding. Review of General Psychology, 10(3), 229–240. https://doi.org/10.1037/1089-2680.10.3.229
Balzarotti, S., Biassoni, F., Colombo, B., & Ciceri, M. R., (2017). Cardiac vagal control as a marker of emotion regulation in healthy adults: A review. Biological Psychology, 130, 54–66. https://doi.org/10.1016/j.biopsycho.2017.10.008
Baumeister, R. F., (2014). Self-regulation, ego depletion, and inhibition. Neuropsychologia, 65, 313–319. https://doi.org/10.1016/j.neuropsychologia.2014.08.012
Bishop, S. J., (2009). Trait anxiety and impoverished prefrontal control of attention. Nature Neuroscience, 12(1), 92–98. https://doi.org/10.1038/nn.2242
Blair, C., & Ku, S., (2022). A hierarchical integrated model of self-regulation. Frontiers in Psychology, 13, Article 725828. https://doi.org/10.3389/fpsyg.2022.725828
Bonanno, G. A., & Burton, C. L., (2013). Regulatory flexibility: An individual differences perspective on coping and emotion regulation. Perspectives on Psychological Science, 8(6), 591–612. https://doi.org/10.1177/1745691613504116
Bradley, R. T., McCraty, R., Atkinson, M., Tomasino, D., Daugherty, A., & Arguelles, L., (2010). Emotion self-regulation, psychophysiological coherence, and test anxiety: Results from an experiment using electrophysiological measures. Applied Psychophysiology and Biofeedback, 35(4), 261–283. https://doi.org/10.1007/s10484-010-9134-x
Brehl, A.-K., Schene, A., Kohn, N., & Fernández, G., (2021). Maladaptive emotion regulation strategies in a vulnerable population predict increased anxiety during the COVID-19 pandemic: A pseudo-prospective study. Journal of Affective Disorders Reports, 4, 100113. https://doi.org/10.1016/j.jadr.2021.100113
Bridgett, D. J., Burt, N. M., Edwards, E. S., & Deater-Deckard, K., (2015). Intergenerational transmission of self-regulation: A multidisciplinary review and integrative conceptual framework. Psychological Bulletin, 141(3), 602–654. https://doi.org/10.1037/a0038662
Bugg, J. M., & Crump, M. J., (2012). In support of a distinction between voluntary and stimulus-driven control: A review of the literature on proportion congruent effects. Frontiers in Psychology, 3, Article 367. https://doi.org/10.3389/fpsyg.2012.00367
Cacioppo, J. T., & Tassinary, L. G., (1990). Inferring psychological significance from physiological signals. American Psychologist, 45(1), 16–28. https://doi.org/10.1037/0003-066X.45.1.16
Campbell, R., Soenens, B., Beyers, W., & Vansteenkiste, M., (2018). University students’ sleep during an exam period: The role of basic psychological needs and stress. Motivation and Emotion, 42(5), 671–681. https://doi.org/10.1007/s11031-018-9699-x
Castaneda, A. E., Suvisaari, J., Marttunen, M., Perälä, J., Saarni, S. I., Aalto-Setälä, T., Lönnqvist, J., & Tuulio-Henriksson, A., (2011). Cognitive functioning in a population-based sample of young adults with anxiety disorders. European Psychiatry, 26(6), 346–353. https://doi.org/10.1016/j.eurpsy.2009.11.006
Chalmers, J. A., Quintana, D. S., Abbott, M. J.-A., & Kemp, A. H., (2014). Anxiety disorders are associated with reduced heart rate variability: A meta-analysis. Frontiers in Psychiatry, 5(80), 1–11. https://doi.org/10.3389/fpsyt.2014.00080
Chambers, C. D., Garavan, H., & Bellgrove, M. A., (2009). Insights into the neural basis of response inhibition from cognitive and clinical neuroscience. Neuroscience & Biobehavioral Reviews, 33(5), 631–646. https://doi.org/10.1016/j.neubiorev.2008.08.016
Chen, S., & Bonanno, G. A., (2021). Components of emotion regulation flexibility: Linking latent profiles to depressive and anxious symptoms. Clinical Psychological Science, 9(2), 236–251. https://doi.org/10.1177/2167702620956972
Cisler, J. M., Olatunji, B. O., Feldner, M. T., & Forsyth, J. P., (2010). Emotion regulation and the anxiety disorders. An Integrative Review: Journal of Psychopathology and Behavioral Assessment, 32(1), 68–82. https://doi.org/10.1007/s10862-009-9161-1
Conroy, K., Curtiss, J. E., Barthel, A. L., Lubin, R., Wieman, S., Bui, E., Simon, N. M., & Hofmann, S. G., (2020). Emotion regulation flexibility in generalized anxiety disorder. Journal of Psychopathology and Behavioral Assessment, 42, 93–100. https://doi.org/10.1007/s10862-019-09773-8
Davis, H., DiStefano, C., & Schutz, P., (2008). Identifying patterns of appraising tests in first-year college students: Implications for anxiety and emotion regulation during test taking. Journal of Educational Psychology, 100(4), 942–960. https://doi.org/10.1037/a0013096
Edwards, M. S., Edwards, E. J., & Lyvers, M., (2016). Cognitive trait anxiety, stress and effort interact to predict inhibitory control. Cognition and Emotion, 31(4), 671–686. https://doi.org/10.1080/02699931.2016.1152232
Eisenberg, I. W., Bissett, P. G., Zeynep Enkavi, A., Li, J., MacKinnon, D. P., Marsch, L. A., & Poldrack, R. A., (2019). Uncovering the structure of self-regulation through data-driven ontology discovery. Nature Communications, 10, 2319. https://doi.org/10.1038/s41467-019-10301-1
Eysenck, M., Payne, S., & Santos, R., (2006). Anxiety and depression: Past, present, and future events. Cognition & Emotion, 20(2), 274–294. https://doi.org/10.1080/02699930500220066
Faul, L., Baumann, M. G., & LaBar, K. S., (2023). The representation of emotional experience from imagined scenarios. Emotion, 23(6), 1670–1686. https://doi.org/10.1037/emo0001192
Fulkerson, F. E., & Martin, G., (1981). Effects of exam frequency on student performance, evaluations of instructor, and text anxiety. Teaching of Psychology, 8(2), 90–93. https://doi.org/10.1207/s15328023top0802_7
Goessl, V. C., Curtiss, J. E., & Hofmann, S. G., (2017). The effect of heart rate variability biofeedback training on stress and anxiety: A meta-analysis. Psychological Medicine, 47(15), 2578–2586. https://doi.org/10.1017/S0033291717001003
Goldstein, M., Brendel, G., Tuescher, O., Pan, H., Epstein, J., Beutel, M., Yang, Y., Thomas, K., Levy, K., Silverman, M., Clarkin, J., Posner, M., Kernberg, O., Stern, E., & Silbersweig, D., (2007). Neural substrates of the interaction of emotional stimulus processing and motor inhibitory control: An emotional linguistic go/no-go fMRI study. NeuroImage, 36(3), 1026–1040. https://doi.org/10.1016/j.neuroimage.2007.01.056
Gross, J. J., (1998). Antecedent- and response-focused emotion regulation: Divergent consequences for experience, expression, and physiology. Journal of Personality and Social Psychology, 74(1), 224–237. https://doi.org/10.1037/0022-3514.74.1.224
Gross, J. J., & John, O. P., (2003). Individual differences in two emotion regulation processes: Implications for affect, relationships, and well-being. Journal of Personality and Social Psychology, 85(2), 348–362. https://doi.org/10.1037/0022-3514.85.2.348
Hofmann, W., Schmeichel, B. J., & Baddeley, A. D., (2012). Executive functions and self-regulation. Trends in Cognitive Sciences, 16(3), 174–180. https://doi.org/10.1016/j.tics.2012.01.006
Holzman, J. B., & Bridgett, D. J., (2017). Heart rate variability indices as bio-markers of top-down self-regulatory mechanisms: A meta-analytic review. Neuroscience & Biobehavioral Reviews, 74, 233–255. https://doi.org/10.1016/j.neubiorev.2016.12.032
Jacobs, B., (1981). Angst in der Prüfung: Beiträge zu einer kognitiven Theorie der Angstentstehung in Prüfungssituationen. Fischer.
Ji, J. L., Heyes, S. B., MacLeod, C., & Holmes, E. A., (2016). Emotional mental imagery as simulation of reality: Fear and beyond–A tribute to Peter Lang. Behavior Therapy, 47(5), 702–719. https://doi.org/10.1016/j.beth.2015.11.004
Kamel, O. M., (2018). The relationship between adaptive / maladaptive cognitive emotion regulation strategies and cognitive test anxiety among university students. Psycho-Educational Research Reviews, 100–105.
Kiehl, K. A., Smith, A. M., Hare, R. D., & Liddle, P. F., (2000). An event-related potential investigation of response inhibition in schizophrenia and psychopathy. Biological Psychiatry, 48(3), 210–221. https://doi.org/10.1016/S0006-3223(00)00834-9
Kim, M.-S., Kim, Y. Y., Yoo, S. Y., & Kwon, J. S., (2007). Electrophysiological correlates of behavioral response inhibition in patients with obsessive-compulsive disorder. Depression and Anxiety, 24(1), 22–31. https://doi.org/10.1002/da.20195
Kofman, O., Meiran, N., Greenberg, E., Balas, M., & Cohen, H., (2006). Enhanced performance on executive functions associated with examination stress: Evidence from task-switching and Stroop paradigms. Cognition and Emotion, 20(5), 577–595. https://doi.org/10.1080/02699930500270913
Koole, S. L., van Dillen, L. F., & Sheppes, G., (2011). The self-regulation of emotion. In K. D., Vohs, & R. F., Baumeister (Eds.), Handbook of self-regulation: Research, theory, and applications (pp. 22–40). Guilford Press.
Kotabe, H. P., & Hofmann, W., (2015). On integrating the components of self-control. Perspectives on Psychological Science, 10(5), 618–638. https://doi.org/10.1177/1745691615593382
Laborde, S., Mosley, E., & Thayer, J. F., (2017). Heart rate variability and cardiac vagal tone in psychophysiological research–Recommendations for experiment planning, data analysis, and data reporting. Frontiers in Psychology, 8(213), Article 213. https://doi.org/10.3389/fpsyg.2017.00213
Lee, H.-J., Turkel, J. E., Woods, D. W., Coffey, S. F., & Goetz, A. R., (2012). Elevated affective lability and poor response inhibition: An investigation based on emotional and non-emotional Go/No-Go tasks. Journal of Experimental Psychopathology, 3(5), 750–767. https://doi.org/10.5127/jep.021611
Licht, C. M. M., de Geus, E. J. C., van Dyck, R., & Penninx, B. W. J. H., (2009). Association between anxiety disorders and heart rate variability in the Netherlands study of depression and anxiety (NESDA). Psychosomatic Medicine, 71(5), 508–518. https://doi.org/10.1097/PSY.0b013e3181a292a6
Liu, Y., Pan, H., Yang, R., Wang, X., Rao, J., Zhang, X., & Pan, C., (2021). The relationship between test anxiety and emotion regulation: The mediating effect of psychological resilience. Annals of General Psychiatry, 20(1), 40. https://doi.org/10.1186/s12991-021-00360-4
Lotz, C., & Sparfeldt, J. R., (2017). Does test anxiety increase as the exam draws near? Students’ state test anxiety recorded over the course of one semester. Personality and Individual Differences, 104, 397–400. https://doi.org/10.1016/j.paid.2016.08.032
Majeed, N. M., Chua, Y. J., Kothari, M., Kaur, M., Quek, F. Y. X., Ng, M. H. S., Ng, W. Q., & Hartanto, A., (2023). Anxiety disorders and executive functions: A three-level meta-analysis of reaction time and accuracy. Psychiatry Research Communications, 3(1), 100100. https://doi.org/10.1016/j.psycom.2022.100100
Martin, R. C., & Dahlen, E. R., (2005). Cognitive emotion regulation in the prediction of depression, anxiety, stress, and anger. Personality and Individual Differences, 39(7), 1249–1260. https://doi.org/10.1016/j.paid.2005.06.004
Mather, M., & Thayer, J. F., (2018). How heart rate variability affects emotion regulation brain networks. Current Opinion in Behavioral Sciences, 19, 98–104. https://doi.org/10.1016/j.cobeha.2017.12.017
Meule, A., (2017). Reporting and interpreting task performance in Go/No-Go affective shifting tasks. Frontiers in Psychology, 8(701), Article 701. https://doi.org/10.3389/fpsyg.2017.00701
Miyake, A., Friedman, N. P., Emerson, M. J., Witzki, A. H., Howerter, A., & Wager, T. D., (2000). The unity and diversity of executive functions and their contributions to complex “Frontal Lobe” tasks: A latent variable analysis. Cognitive Psychology, 41(1), 49–100. https://doi.org/10.1006/cogp.1999.0734
Moulton, S. T., & Kosslyn, S. M., (2009). Imagining predictions: Mental imagery as mental emulation. Philosophical Transactions of the Royal Society B: Biological Sciences, 364(1521), 1273–1280. https://doi.org/10.1098/rstb.2008.0314
Multrus, F., Majer, S., Bargel, T., & Schmidt, M., (2017). Studiensituation und studentische Orientierungen—13. Studierendensurvey an Universitäten und Fachhochschulen. Bundesministerium für Bildung und Forschung. http://nbn-resolving.de/urn:nbn:de:bsz:352-2-1uaz30xmqhwx23.
Murphy, F. C., Sahakian, B. J., Rubinsztein, J. S., Michael, A., Rogers, R. D., Robbins, T. W., & Paykel, E. S., (1999). Emotional bias and inhibitory control processes in mania and depression. Psychological Medicine, 29(6), 1307–1321. https://doi.org/10.1017/s0033291799001233
Nunan, D., Sandercock, G. R. H., & Brodie, D. A., (2010). A quantitative systematic review of normal values for short-term heart rate variability in healthy adults. Pacing and Clinical Electrophysiology, 33(11), 1407–1417. https://doi.org/10.1111/j.1540-8159.2010.02841.x
O’Donnell, P. S., (2017). Executive functioning profiles and test anxiety in college students. Journal of Psychoeducational Assessment, 35(5), 447–459. https://doi.org/10.1177/0734282916641554
Ottaviani, C., Zingaretti, P., Petta, A., Antonucci, G., Thayer, J., & Spitoni, G., (2018). Resting heart rate variability predicts inhibitory control above and beyond impulsivity. Journal of Psychophysiology, 33(3), 198–206. https://doi.org/10.1027/0269-8803/a000222
Porges, S. W., (2001). The polyvagal theory: Phylogenetic substrates of a social nervous system. International Journal of Psychophysiology, 42(2), 123–146. https://doi.org/10.1016/S0167-8760(01)00162-3
Porges, S. W., (2007). The polyvagal perspective. Biological Psychology, 74(2), 116–143. https://doi.org/10.1016/j.biopsycho.2006.06.009
Putwain, D. W., (2019). An examination of the self-referent executive processing model of test anxiety: Control, emotional regulation, self-handicapping, and examination performance. European Journal of Psychology of Education, 34(2), 341–358. https://doi.org/10.1007/s10212-018-0383-z
Raffety, B. D., Smith, R. E., & Ptacek, J. T., (1997). Facilitating and debilitating trait anxiety, situational anxiety, and coping with an anticipated stressor: A process analysis. Journal of Personality and Social Psychology, 72(4), 892–906. https://doi.org/10.1037//0022-3514.72.4.892
Raud, L., Westerhausen, R., Dooley, N., & Huster, R. J., (2020). Differences in unity: The go/no-go and stop signal tasks rely on different mechanisms. NeuroImage, 210, 116582. https://doi.org/10.1016/j.neuroimage.2020.116582
R Core Team. (2020). R: A language and environment for statistical computing. [R Foundation for Statistical Computing]. https://www.R-project.org/.
Roos, A.-L., Goetz, T., Voracek, M., Krannich, M., Bieg, M., Jarrell, A., & Pekrun, R., (2021). Test anxiety and physiological arousal: A systematic review and meta-analysis. Educational Psychology Review, 33(2), 579–618. https://doi.org/10.1007/s10648-020-09543-z
Sammito, S., Thielmann, B., Seibt, R., Klussmann, A., Weippert, M., & Böckelmann, I., (2014). Leitlinien-Report zur Entwicklung der S2k Leitlinie Nutzung der Herzschlagfrequenz und der Herzfrequenzvariabilität in der Arbeitsmedizin und der Arbeitswissenschaft. Deutsche Gesellschaft für Arbeitsmedizin und Umweltmedizin e.V. (DGAUM).
Schulz, K. P., Fan, J., Magidina, O., Marks, D. J., Hahn, B., & Halperin, J. M., (2007). Does the emotional Go/No-Go task really measure behavioral inhibition? Convergence with measures on a non-emotional analog. Archives of Clinical Neuropsychology, 22(2), 151–160. https://doi.org/10.1016/j.acn.2006.12.001
Schutz, P. A., & Davis, H. A., (2000). Emotions and self-regulation during test taking. Educational Psychologist, 35(4), 243–256. https://doi.org/10.1207/S15326985EP3504_03
Sheridan, D. C., Dehart, R., Lin, A., Sabbaj, M., & Baker, S. D., (2020). Heart rate variability analysis: How much artifact can we remove?Psychiatry Investigation, 17(9), 960–965. https://doi.org/10.30773/pi.2020.0168
SR Research Ltd. (2015). Experiment builder for eye-tracking experiments [Computer software]. https://www.sr-research.com/experiment-builder/.
Stapelberg, N. J. C., Neumann, D. L., Shum, D. H. K., McConnell, H., & Hamilton-Craig, I., (2018). The sensitivity of 38 heart rate variability measures to the addition of artifact in human and artificial 24-hr cardiac recordings. Annals of Noninvasive Electrocardiology, 23(1), e12483. https://doi.org/10.1111/anec.12483
Steinfurth, E. C. K., Wendt, J., Geisler, F., Hamm, A. O., Thayer, J. F., & Koenig, J., (2018). Resting state vagally-mediated heart rate variability is associated with neural activity during explicit emotion regulation. Frontiers in Neuroscience, 12(794), Article 794. https://doi.org/10.3389/fnins.2018.00794
Steinmayr, R., Crede, J., McElvany, N., & Wirthwein, L., (2016). Subjective well-being, test anxiety, academic achievement: Testing for reciprocal effects. Frontiers in Psychology, 6(1994), Article 1994. https://doi.org/10.3389/fpsyg.2015.01994
Symes, W., & Putwain, D. W., (2020). The four Ws of test anxiety: What is it, why is it important, where does it come from, and what can be done about it?Psychologica, 63(2), 31–52. https://doi.org/10.14195/1647-8606_63-2_2
Tarvainen, M. P., Niskanen, J.-P., Lipponen, J. A., Ranta-aho, P. O., & Karjalainen, P. A., (2014). Kubios HRV–Heart rate variability analysis software. Computer Methods and Programs in Biomedicine, 113(1), 210–220. https://doi.org/10.1016/j.cmpb.2013.07.024
Taylor, J., & Deane, F. P., (2002). Development of a short form of the test anxiety inventory (TAI). The Journal of General Psychology, 129(2), 127–136. https://doi.org/10.1080/00221300209603133
Thayer, J. F., Friedman, B. H., & Borkovec, T. D., (1996). Autonomic characteristics of generalized anxiety disorder and worry. Biological Psychiatry, 39(4), 255–266. https://doi.org/10.1016/0006-3223(95)00136-0
Thayer, J. F., Hansen, A. L., Saus-Rose, E., & Johnsen, B. H., (2009). Heart rate variability, prefrontal neural function, and cognitive performance: The neurovisceral integration perspective on self-regulation, adaptation, and health. Annals of Behavioral Medicine, 37(2), 141–153. https://doi.org/10.1007/s12160-009-9101-z
Thayer, J. F., & Lane, R. D., (2000). A model of neurovisceral integration in emotion regulation and dysregulation. Journal of Affective Disorders, 61(3), 201–216. https://doi.org/10.1016/s0165-0327(00)00338-4
Thomas, C. L., Cassady, J. C., & Finch, W. H., (2018). Identifying severity standards on the cognitive test anxiety scale: Cut score determination using latent class and cluster analysis. Journal of Psychoeducational Assessment, 36(5), 492–508. https://doi.org/10.1177/0734282916686004
von der Embse, N., Jester, D., Roy, D., & Post, J., (2018). Test anxiety effects, predictors, and correlates: A 30-year meta-analytic review. Journal of Affective Disorders, 227, 483–493. https://doi.org/10.1016/j.jad.2017.11.048
von der Embse, N., Mata, A. D., Segool, N., & Scott, E.-C., (2014). Latent profile analyses of test anxiety: A pilot study. Journal of Psychoeducational Assessment, 32(2), 165–172. https://doi.org/10.1177/0734282913504541
Wood, J., Mathews, A., & Dalgleish, T., (2001). Anxiety and cognitive inhibition. Emotion, 1(2), 166–181. https://doi.org/10.1037/1528-3542.1.2.166
Xia, L., Mo, L., Wang, J., Zhang, W., & Zhang, D., (2020). Trait anxiety attenuates response inhibition: Evidence from an ERP study using the Go/NoGo task. Frontiers in Behavioral Neuroscience, 14(28), Article 28. https://doi.org/10.3389/fnbeh.2020.00028
Yerkes, R. M., & Dodson, J. D., (1908). The relation of strength of stimulus to rapidity of habit-formation. Journal of Comparative Neurology and Psychology, 18, 459–482. https://doi.org/10.1002/cne.920180503
Young, M. E., Sutherland, S. C., & McCoy, A. W., (2018). Optimal go/no-go ratios to maximize false alarms. Behavior Research Methods, 50(3), 1020–1029. https://doi.org/10.3758/s13428-017-0923-5
Zeidner, M., (1994). Personal and contextual determinants of coping and anxiety in an evaluative situation: A prospective study. Personality and Individual Differences, 16(6), 899–918. https://doi.org/10.1016/0191-8869(94)90234-8
Zeidner, M., (2007). Test anxiety in educational contexts: Concepts, findings, and future directions. In P. A., Schutz, & R., Pekrun (Eds.), Emotion in education (pp. 165–184). Academic Press. https://doi.org/10.1016/B978-012372545-5/50011-3
Zeidner, M., (2014). Anxiety in education. In R., Pekrun, & L., Linnenbrink-Garcia (Eds.), International handbook of emotions in education (pp. 265–288). Routledge.
Zeidner, M., & Matthews, G., (2005). Evaluation anxiety: Current theory and research. In A. J., Elliot, & C. S., Dweck (Eds.), Handbook of competence and motivation (pp. 141–163). Guilford Publications.