Emotion Differentiation as a Protective Factor Against the Behavioral Consequences of Rumination: A Conceptual Replication and Extension in the Context of Social Anxiety
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Rumination is thought to play a central role in affective disorders such as social anxiety disorder (SAD). Past research indicates that rumination tends to exacerbate negative emotions and increase the risk of engaging in maladaptive coping behaviors (e.g., avoiding social activities). However, little is known on how to effectively protect against the negative outcomes of rumination. Previously, Zaki, Coifman, Rafaeli, Berenson, and Downey (2013) found that negative emotion differentiation (NED) protected against rumination and nonsuicidal self-injury in borderline personality disorder. Nevertheless, it is unclear whether this protective effect would extend to other populations and behaviors. Therefore, the present investigation sought to replicate and extend Zaki et al.'s (2013) findings in the context of SAD. In two studies, we examined if NED would moderate the positive association between rumination and frequency of social avoidance. Study 1 involved 29 individuals who met criteria for SAD with or without co-occurring major depressive episode, while Study 2 involved a nonclinical sample of 190 college students. All participants completed a measure of rumination and an experience-sampling diary which provided indices of NED and social avoidance. The results from both studies were unanimous: NED significantly moderated the relationship between rumination and social avoidance such that the positive association between rumination and social avoidance was significant for low but not moderate to high NED. Overall, the findings provide a conceptual replication of Zaki et al. (2013) and further evidence for the protective effects of NED against the maladaptive behavioral consequences of rumination across populations.
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1% (1/70) of the studies ran ordinary least squares regression.
“1% (1/70) of the studies ran ordinary least squares regression [48]”
From Studies of Social Anxiety Using Ambulatory Assessment: Systematic Review (2024) · cites this paper as [48]
Seah et al conducted 2 studies that showed that negative emotion differentiation moderated the positive relationship between rumination and social avoidance.
“Seah et al [48] conducted 2 studies that showed that negative emotion differentiation moderated the positive relationship between rumination and social avoidance.”
From Studies of Social Anxiety Using Ambulatory Assessment: Systematic Review (2024) · cites this paper as [48]
A total of 4% (3/70) of the studies examined emotion differentiation in individuals with social anxiety disorder.
“A total of 4% (3/70) of the studies examined emotion differentiation in individuals with SAD [19,37,48].”
From Studies of Social Anxiety Using Ambulatory Assessment: Systematic Review (2024) · cites this paper as [48]
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Cites
Diagnostic and Statistical Manual of Mental Disorders
Williams, J. B. W., & First, M. B. (2013) · Oxford University Press eBooks · doi:10.1093/acrefore/9780199975839.013.104 · Cited by 109,841 · see citing works
The CES-D Scale: A Self-Report Depression Scale for Research in the General Population
Radloff, L. S. (1977) · Applied Psychological Measurement · doi:10.1177/014662167700100306 · Cited by 53,267 · see citing works
Russell, J. A. (1980) · Journal of Personality and Social Psychology · doi:10.1037/h0077714 · Cited by 16,334 · see citing works
A new scale of social desirability independent of psychopathology.
Crowne, D. P., & Marlowe, D. (1960) · Journal of Consulting Psychology · doi:10.1037/h0047358 · Cited by 8,686 · see citing works
Responses to depression and their effects on the duration of depressive episodes
Nolen-Hoeksema, S. (1991) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.100.4.569 · Cited by 4,529 · see citing works
Kim, H.-Y. (2013) · Restorative Dentistry & Endodontics · doi:10.5395/rde.2013.38.1.52 · Cited by 4,035 · see citing works
Diary Methods: Capturing Life as it is Lived
Bolger, N., Davis, A., & Rafaeli, E. (2003) · Annual Review of Psychology · doi:10.1146/annurev.psych.54.101601.145030 · Cited by 3,843 · see citing works
Rumination reconsidered: a psychometric analysis.
Treynor, W., Gonzalez, R., & Nolen-Hoeksema, S. (2003) · Cognitive Therapy and Research · doi:10.1023/a:1023910315561 · Cited by 3,808 · see citing works
(1997) · American Psychiatric Press eBooks · Cited by 3,056 · see citing works
A cognitive model of social phobia
Adrian Wells, A. (1995) · Research Explorer (The University of Manchester) · Cited by 2,701 · see citing works
Tugade, M. M., Fredrickson, B. L., & Feldman Barrett, L. (2004) · Journal of Personality · doi:10.1111/j.1467-6494.2004.00294.x · Cited by 1,610 · see citing works
Social phobia: Diagnosis, assessment, and treatment
Franklin, M. E. (1996) · Clinical Psychology Review · doi:10.1016/s0272-7358(96)00036-0 · Cited by 1,389 · see citing works
Lieberman, M. D., Eisenberger, N. I., Crockett, M. J., Tom, S. M., Pfeifer, J. H., & Way, B. M. (2007) · Psychological Science · doi:10.1111/j.1467-9280.2007.01916.x · Cited by 1,150 · see citing works
Barrett, L. F., Gross, J., Christensen, T. C., & Benvenuto, M. (2001) · Cognition & Emotion · doi:10.1080/02699930143000239 · Cited by 1,077 · see citing works
Hofmann, S. G. (2007) · Cognitive Behaviour Therapy · doi:10.1080/16506070701421313 · Cited by 1,064 · see citing works
Explicit and implicit emotion regulation: a dual-process framework.
Gyurak, A., Gross, J. J., & Etkin, A. (2011) · Cognition and Emotion · doi:10.1080/02699931.2010.544160 · Cited by 1,015 · see citing works
Everyday temptations: an experience sampling study of desire, conflict, and self-control
Hofmann, W., Baumeister, R. F., Förster, G., & Vohs, K. D. (2012) · Journal of Personality and Social Psychology · doi:10.1037/a0026545 · Cited by 986 · see citing works
Mood as information: 20 years later.
Schwarz, N., & Clore, G. L. (2003) · Psychological Inquiry · doi:10.1080/1047840x.2003.9682896 · Cited by 907 · see citing works
FRESCO, D. M., COLES, M. E., HEIMBERG, R. G., LIEBOWITZ, M. R., HAMI, S., STEIN, M. B., & GOETZ, D. (2001) · Psychological Medicine · doi:10.1017/s0033291701004056 · Cited by 874 · see citing works
Cranford, J. A., Shrout, P. E., Iida, M., Rafaeli, E., Yip, T., & Bolger, N. P. (2006) · Personality and Social Psychology Bulletin · doi:10.1177/0146167206287721 · Cited by 869 · see citing works
Rumination as a transdiagnostic factor in depression and anxiety
McLaughlin, K. A., & Nolen-Hoeksema, S. (2011) · Behaviour Research and Therapy · doi:10.1016/j.brat.2010.12.006 · Cited by 842 · see citing works
Clinical Handbook of Psychological Disorders: A Step-by-Step Treatment Manual
Barnaby, B. (2015) · Occupational Medicine · doi:10.1093/occmed/kqv128 · Cited by 816 · see citing works
Emotional, Social, and Academic Adjustment of College Students: A Longitudinal Study of Retention
Gerdes, H., & Mallinckrodt, B. (1994) · Journal of Counseling & Development · doi:10.1002/j.1556-6676.1994.tb00935.x · Cited by 773 · see citing works
Nolen–Hoeksema, S., Stice, E. M., Wade, E., & Bohon, C. (2007) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.116.1.198 · Cited by 677 · see citing works
Joormann, J., Dkane, M., & Gotlib, I. (2006) · The Behavior Therapist · doi:10.1016/j.beth.2006.01.002 · Cited by 488 · see citing works
Kashdan, T. B., Barrett, L. F., & McKnight, P. E. (2015) · Current Directions in Psychological Science · doi:10.1177/0963721414550708 · Cited by 463 · see citing works
Making meaning out of negative experiences by self-distancing
Kross, E., & Ayduk, O. (2011) · Current Directions in Psychological Science · doi:10.1177/0963721411408883 · Cited by 460 · see citing works
Understanding the relationship between emotional and behavioral dysregulation: Emotional cascades
Selby, E. A., Anestis, M. D., & Joiner, T. E. (2008) · Behaviour Research and Therapy · doi:10.1016/j.brat.2008.02.002 · Cited by 443 · see citing works
Feelings Into Words: Contributions of Language to Exposure Therapy
Kircanski, K., Lieberman, M. D., & Craske, M. G. (2012) · Psychological Science · doi:10.1177/0956797612443830 · Cited by 249 · see citing works
Rumination, negative cognition, and their interactive effects on depressed mood.
Ciesla, J. A., & Roberts, J. E. (2007) · Emotion · doi:10.1037/1528-3542.7.3.555 · Cited by 231 · see citing works
Ruminative coping and post-event processing in social anxiety.
Kocovski, N. L., Endler, N. S., Rector, N., & Flett, G. (2005) · Behaviour Research and Therapy · doi:10.1016/j.brat.2004.06.015 · Cited by 226 · see citing works
Feeling blue or turquoise? Emotional differentiation in major depressive disorder
Demiralp, E., Thompson, R. J., Mata, J., Jaeggi, S. M., Buschkuehl, M., Barrett, L. F., Ellsworth, P. C., Demiralp, M., Hernandez-Garcia, L., Deldin, P. J., et al. (2012) · Psychological Science · doi:10.1177/0956797612444903 · Cited by 205 · see citing works
Kashdan, T. B., Ferssizidis, P., Collins, R. L., & Muraven, M. (2010) · Psychological Science · doi:10.1177/0956797610379863 · Cited by 199 · see citing works
Emotion differentiation moderates aggressive tendencies in angry people: A daily diary analysis.
Pond, R. S., Kashdan, T. B., DeWall, C. N., Savostyanova, A., Lambert, N. M., & Fincham, F. D. (2012) · Emotion · doi:10.1037/a0025762 · Cited by 187 · see citing works
Integrating an emotion-focused approach to treatment into psychotherapy integration.
Greenberg, L. S. (2002) · Journal of Psychotherapy Integration · doi:10.1037/1053-0479.12.2.154 · Cited by 178 · see citing works
Kashdan, T. B., & Farmer, A. S. (2014) · Emotion · doi:10.1037/a0035796 · Cited by 162 · see citing works
Comorbidity and social phobia: evidence from clinical, epidemiologic, and genetic studies
Merikangas, K. R., & Angst, J. (1995) · European Archives of Psychiatry and Clinical Neuroscience · doi:10.1007/bf02190407 · Cited by 162 · see citing works
Zaki, L. F., Coifman, K. G., Rafaeli, E., Berenson, K. R., & Downey, G. (2013) · Behavior Therapy · doi:10.1016/j.beth.2013.04.008 · Cited by 161 · see citing works
Self-citationThe social phobia and anxiety inventory: Concurrent and external validity
Beidel, D. C., Turner, S. M., Stanley, M. A., & Dancu, C. V. (1989) · Behavior Therapy · doi:10.1016/s0005-7894(89)80060-7 · Cited by 153 · see citing works
Russell, G. C., & Shaw, S. R. (2009) · Journal of Mental Health · doi:10.1080/09638230802522494 · Cited by 152 · see citing works
Nonsuicidal Self‐Injury in College Students: The Role of Perfectionism and Rumination
Hoff, E. R., & Muehlenkamp, J. J. (2009) · Suicide and Life-Threatening Behavior · doi:10.1521/suli.2009.39.6.576 · Cited by 138 · see citing works
Wong, Q. J. J., & Moulds, M. L. (2009) · Behaviour Research and Therapy · doi:10.1016/j.brat.2009.06.014 · Cited by 135 · see citing works
Are emotional clarity and emotion differentiation related?
Boden, M. T., Thompson, R. J., Dizén, M., Berenbaum, H., & Baker, J. P. (2013) · Cognition & Emotion · doi:10.1080/02699931.2012.751899 · Cited by 126 · see citing works
Tomko, R. L., Lane, S. P., Pronove, L. M., Padovano, H. T., Brown, W. C., Solhan, M. B., Wood, P. K., & Trull, T. J. (2015) · Journal of Abnormal Psychology · doi:10.1037/abn0000064 · Cited by 119 · see citing works
Affect labeling enhances exposure effectiveness for public speaking anxiety
Niles, A. N., Craske, M. G., Lieberman, M. D., & Hur, C. (2015) · Behaviour Research and Therapy · doi:10.1016/j.brat.2015.03.004 · Cited by 115 · see citing works
Gilman, T. L., Shaheen, R., Nylocks, K. M., Halachoff, D. J., Chapman, J., Flynn, J. J., Matt, L. M., & Coifman, K. G. (2017) · Behavior Research Methods · doi:10.3758/s13428-016-0842-x · Cited by 110 · see citing works
Self-citationEmotional disorders: A unified protocol.
Allen, L. B., McHugh, R. K., & Barlow, D. H. (2008) · Cited by 107 · see citing works
Wong, Q. J. J., & Moulds, M. L. (2011) · Behaviour Research and Therapy · doi:10.1016/j.brat.2011.07.007 · Cited by 68 · see citing works
Guttman, I. (1973) · Technometrics · doi:10.1080/00401706.1973.10489051 · Cited by 36 · see citing works
Shields, M. C., Matt, L. M., & Coifman, K. G. (2015) · Journal of Health Psychology · doi:10.1177/1359105315587139 · Cited by 13 · see citing works
Self-citationNegative Affect Differentiation and Adherence During Treatment for Thalassemia
Coifman, K. G., Ross, G. S., Kleinert, D. A., & Giardina, P. J. (2012) · International Journal of Behavioral Medicine · doi:10.1007/s12529-012-9277-7 · Cited by 13 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 36
- Aldao, A., & Nolen-Hoeksema, S. (2010). Specificity of cognitive emotion regulation strategies: A transdiagnostic examination. Behaviour Research and Therapy, 48(10), 974-983.
- American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (5 th edition). Arlington, VA: American Psychiatric Publishing.
- Boden, M. T., Irons, J. G., Feldner, M. T., Bujarski, S., & Bonn-Miller, M. O. (2015). An investigation of relations among quality of life and individual facets of emotional awareness and mindfulness. Mindfulness, 6(4), 700-707.
- Cacioppo, J. T., Ernst, J. M., Burleson, M. H., McClintock, M. K., Malarkey, W. B., Hawkley, L. C., ... & Spiegel, D. (2000). Lonely traits and concomitant physiological processes: The MacArthur social neuroscience studies. International Journal of Psychophysiology, 35(2- 3), 143-154.
- Cohen, J., Cohen, P., West, S. G., & Aiken, L. S. (2003). Applied multiple correlation/regression analysis for the behavioral sciences. UK: Taylor & Francis.
- DiTommaso, E., & Spinner, B. (1997). Social and emotional loneliness: A re-examination of Weiss' typology of loneliness. Personality and Individual Differences, 22(3), 417-427.
- Donaldson, C., & Lam, D. (2004). Rumination, mood and social problem-solving in major depression. Psychological Medicine, 34(7), 1309-1318.
- Ehring, T., & Watkins, E. R. (2008). Repetitive negative thinking as a transdiagnostic process. International Journal of Cognitive Therapy, 1(3), 192-205.
- Erbas, Y., Ceulemans, E., Lee Pe, M., Koval, P., & Kuppens, P. (2014). Negative emotion differentiation: Its personality and well-being correlates and a comparison of different assessment methods. Cognition and Emotion, 28(7), 1196-1213.
- Hawkley, L. C., Burleson, M. H., Berntson, G. G., & Cacioppo, J. T. (2003). Loneliness in everyday life: Cardiovascular activity, psychosocial context, and health behaviors. Journal of Personality and Social Psychology, 85(1), 105-120.
- Hayes, S. C., Strosahl, K. D., & Wilson, K. G. (1999). Acceptance and commitment therapy. New York: Guilford Press.
- Heimberg, R. G., Brozovich, F. A., & Rapee, R. M. (2010). A cognitive behavioral model of social anxiety disorder: Update and extension. In Social Anxiety (Second Edition) (pp. 395-422).
- Heimberg, R. G., Horner, K. J., Juster, H. R., Safren, S. A., Brown, E. J., Schneier, F. R., & Liebowitz, M. R. (1999). Psychometric properties of the Liebowitz social anxiety scale. Psychological Medicine, 29(1), 199-212.
- Heinrich, L. M., & Gullone, E. (2006). The clinical significance of loneliness: A literature review. Clinical Psychology Review, 26(6), 695-718.
- Hill, C. L., & Updegraff, J. A. (2012). Mindfulness and its relationship to emotional regulation. Emotion, 12(1), 81-90.
- Hofmann, S. G., & Asmundson, G. J. (2008). Acceptance and mindfulness-based therapy: New wave or old hat?. Clinical Psychology Review, 28(1), 1-16.
- Jenness, J. L., Jager-Hyman, S., Heleniak, C., Beck, A. T., Sheridan, M. A., & McLaughlin, K. A. (2016). Catastrophizing, rumination, and reappraisal prospectively predict adolescent PTSD symptom onset following a terrorist attack. Depression and Anxiety, 33(11), 1039- 1047.
- Kashdan, T. B., Barrios, V., Forsyth, J. P., & Steger, M. F. (2006). Experiential avoidance as a generalized psychological vulnerability: Comparisons with coping and emotion regulation strategies. Behaviour Research and Therapy, 44(9), 1301-1320.
- Kashdan, T. B., & Collins, R. L. (2010). Social anxiety and the experience of positive emotion and anger in everyday life: An ecological momentary assessment approach. Anxiety, Stress, & Coping, 23(3), 259-272.
- Kross, E., Ayduk, O., & Mischel, W. (2005). When asking "why" does not hurt distinguishing rumination from reflective processing of negative emotions. Psychological Science, 16(9), 709-715.
- Kross, E., Gard, D., Deldin, P., Clifton, J., & Ayduk, O. (2012). "Asking why" from a distance: Its cognitive and emotional consequences for people with major depressive disorder. Journal of Abnormal Psychology, 121(3), 559.
- Lasgaard, M., Goossens, L., Bramsen, R. H., Trillingsgaard, T., & Elklit, A. (2011). Different sources of loneliness are associated with different forms of psychopathology in adolescence. Journal of Research in Personality, 45(2), 233-237.
- Lieberman, M. D., Inagaki, T. K., Tabibnia, G., & Crockett, M. J. (2011). Subjective responses to emotional stimuli during labeling, reappraisal, and distraction. Emotion, 11(3), 468- 480.
- Mennin, D. S., & Fresco, D. M. (2013). What, me worry and ruminate about DSM-5 and RDoC? The importance of targeting negative self-referential processing. Clinical Psychology: Science and Practice, 20(3), 258-267.
- Moberly, N. J., & Watkins, E. R. (2008). Ruminative self-focus and negative affect: an experience sampling study. Journal of Abnormal Psychology, 117(2), 314.
- Moulds, M. L., Kandris, E., Starr, S., & Wong, A. C. (2007). The relationship between rumination, avoidance and depression in a non-clinical sample. Behaviour Research and Therapy, 45(2), 251-261.
- Mowrer, O. H. (1960). Learning theory and behavior. New York: John Wiley & Sons, Inc.
- O'Toole, M. S., Jensen, M. B., Fentz, H. N., Zachariae, R., & Hougaard, E. (2014). Emotion differentiation and emotion regulation in high and low socially anxious individuals: An experience-sampling study. Cognitive Therapy and Research, 38(4), 428-438.
- Olatunji, B. O., Naragon-Gainey, K., & Wolitzky-Taylor, K. B. (2013). Specificity of rumination in anxiety and depression: A multimodal meta-analysis. Clinical Psychology: Science and Practice, 20(3), 225-257.
- Plonsker, R., Gavish Biran, D., Zvielli, A., & Bernstein, A. (2017). Cognitive fusion and emotion differentiation: does getting entangled with our thoughts dysregulate the generation, experience and regulation of emotion?. Cognition and Emotion, 31(6), 1286-1293.
- Rusting, C. L., & Nolen-Hoeksema, S. (1998). Regulating responses to anger: Effects of rumination and distraction on angry mood. Journal of Personality and Social Psychology, 74(3), 790.
- Salkovskis, P. M. (1991). The importance of behaviour in the maintenance of anxiety and panic: A cognitive account. Behavioural and Cognitive Psychotherapy, 19(1), 6-19.
- Suvak, M. K., Litz, B. T., Sloan, D. M., Zanarini, M. C., Barrett, L. F., & Hofmann, S. G. (2011). Emotional granularity and borderline personality disorder. Journal of Abnormal Psychology, 120(2), 414-426.
- Taylor, G. J., Bagby, R. M., & Parker, J. D. A. (1997). Disorders of affect regulation: Alexithymia in medical and psychiatric illness. Cambridge, England: Cambridge University Press.
- Thomsen, D. K. (2006). The association between rumination and negative affect: A review. Cognition and Emotion, 20(8), 1216-1235.
- Zimmerman, M. (1994). Interview guide for evaluating DSM-IV psychiatric disorders and the mental status examination. East Greenwich, RI: Psych Products Press.
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Lian, W., Zhu, X., Xu, T., Fan, L., & Sun, Y. (2025) · Depression and Anxiety · doi:10.1155/da/8658973 · Cited by 8 · see citing works
Aurora, P., LoSavio, S. T., Kimbrel, N., Beckham, J., Calhoun, P., & Dillon, K. H. (2023) · Drug and Alcohol Dependence Reports · doi:10.1016/j.dadr.2023.100174 · Cited by 5 · see citing works
Self-citationSeah, T. H. S., Silk, J., Forbes, E., & Ladouceur, C. D. (2024) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2024.102942 · Cited by 4 · see citing works
Self-citationRumination as a psychological mechanism in the suicidal behavior formation and maintenance
Анатольевна, С. О., Truevtsev, D. V., & Zhirnova, O. V. (2022) · Journal of Modern Foreign Psychology · doi:10.17759/jmfp.2022110112 · Cited by 4 · see citing works
Sayer, M. A., Baugher, B. J., Jasnow, A. M., & Coifman, K. G. (2025) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2025.107282 · Cited by 3 · see citing works
Self-citationWang, L., Guan, H., Fu, J., & Yu, W. (2026) · The Journal of Psychology · doi:10.1080/00223980.2026.2616286 · Cited by 2 · see citing works
Kara, B. C., & Eryılmaz, A. (2026) · Psikiyatride Guncel Yaklasimlar - Current Approaches in Psychiatry · doi:10.18863/pgy.1847669 · Cited by 2 · see citing works
Negative emotional granularity: Its mechanisms and related interventions
Weihao, Y. E., Meiqi, Y. U., ZHANG, L., Qi, G. A. O., Mingzhu, F. U., & Lu, J. (2023) · Advances in Psychological Science · doi:10.3724/sp.j.1042.2023.01030 · Cited by 1 · see citing works
Emotional Differentiation and Its Relationship to Emotion Regulation: Research Overview
Рассказова, М. (2024) · Journal of Modern Foreign Psychology · doi:10.17759/jmfp.2024130306 · Cited by 1 · see citing works
Hoemann, K. (2020) · doi:10.17760/d20382016 · Cited by 1 · see citing works
Williams, G. E. (2020) · TSpace (University of Toronto)
Poorgholamy, F., Mohannaee, S., Raeissaadi, R., Moji, M., & Farashbandi, R. (2022) · Iranian Evolutionary Educational Psychology Journal · doi:10.52547/ieepj.4.1.63
DeLap, G. A. L., Vine, V., Santee, A. C., & Starr, L. R. (2024) · doi:10.31234/osf.io/gc27n
Chentsova-Dutton, Y. E., & Ryder, A. G. (2024) · doi:10.31234/osf.io/49bxs
The Role of Emotional Granularity in Vulnerability to Post-traumatic Stress Disorder
Vazifehkhorani, A. K., Mahmoodalilou, M., Davatgari, P., Aslanabadi, S., Faezi, S. A., Kamalighasemabadi, H., Hanzaei, B. D., & Raeisian, F. S. (2025) · Practice in Clinical Psychology · doi:10.32598/jpcp.13.1.990.1
Carolus, A. E., & Starr, L. R. (2025) · Cognition & Emotion · doi:10.1080/02699931.2025.2523812
Bakır, V., & Dilmaç, B. (2025) · Asia Pacific Journal of Counselling and Psychotherapy · doi:10.1080/21507686.2025.2589102
Wu, P., Cao, K., Feng, W., & Lv, S. (2024) · Figshare · doi:10.6084/m9.figshare.26668416
Wu, P., Cao, K., Feng, W., & Lv, S. (2024) · Figshare · doi:10.6084/m9.figshare.26668413
Liu, S., Zabag, R., Xu, J., Wang, Y., Deng, W., Joormann, J., & Polack, R. G. (2026) · Journal of Research on Adolescence · doi:10.1111/jora.70131
Sistiaga, S., Yan, X., Dousset, C., & Campanella, S. (2026) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2026.111794
Seah, T. H. S., Gupta, T., Lenniger, C. J., Eckstrand, K., Rengasamy, M. L., Horter, C. M., Lindenmuth, M., Nance, M., & Forbes, E. E. (2026) · Journal of Child and Adolescent Psychopharmacology · doi:10.1177/10445463261462417
Self-citationEmotion differentiation in social anxiety disorder: A comparison with panic disorder
Oren‐Yagoda, R., Laps, I., & Aderka, I. M. (2026) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2026.103218
Zhou, H., Zhang, S., Yang, J., & Ren, S. (2026) · Journal of Nonverbal Behavior · doi:10.1007/s10919-026-00529-z
- Authors
- Seah, T. H. S., Aurora, P., & Coifman, K. G.
- Affiliations
- Kent State University (US)
- Corresponding author
- Seah, T. H. Stanley
- Venue
- Behavior Therapy
- Publisher
- Elsevier BV
- Published
- 2020-01
- Volume
- 51
- Issue
- 1
- Pages
- 135-148
- ISSN
- 0005-7894 (ISSN-L)
- OpenAlex
- W2946950457
- Cited by
- 51
- References
- 51
- Citations by year
- 2026: 8 · 2025: 6 · 2024: 12 · 2023: 6 · 2022: 6 · 2021: 10 · 2020: 3
- FWCI
- 5.58
- Type
- journal article
- Language
- en
- Open access
- green
- rave.ohiolink.edu
- Licence
- Locations
- Behavior Therapy (publishedVersion)
- PubMed (publishedVersion)
- OhioLink ETD Center (Ohio Library and Information Network) (submittedVersion)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Social Sciences › Psychology › Clinical Psychology › Personality Disorders and Psychopathology
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Mental Health Research Topics
- Keywords
- rumination, emotion differentiation, social anxiety, social avoidance, protective factors, moderation, major depressive episode, non-suicidal self-injury, borderline personality disorder, maladaptive coping, ecological momentary assessment
- MeSH terms
- Phobia, Social, Rumination, Cognitive, Adaptation, Psychological, Adolescent, Adult, Emotions, Fear, Female, Humans, Male, Middle Aged, Social Behavior, Students, Young Adult, Protective Factors
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