Clustering somatic symptoms based on psychological risk factors

Afshari, Afrooz, & Mir Mohammadi, Mahboobeh. (2019). The role of psychological symptoms, attachment styles and Cognitive Emotion Regulation of mothers in prediction of anthropometric indices in Children. Health Psychology, 8(30), 54-68. https://doi.org/10.30473/hpj.2019.40593.4015

Aggarwal, Vishal R, McBeth, John, Zakrzewska, Joanna M, Lunt, Mark, & Macfarlane, Gary J. (2006). The epidemiology of chronic syndromes that are frequently unexplained: do they have common associated factors? International journal of epidemiology, 35(2), 468-476. https://doi.org/10.1093/ije/dyi265

Andrews, G., Singh, M., & Bond, M. (1993). The defense style questionnaire. Journal of Nervous and mental Disease. 181(4), 246-256. https://doi.org/10.1097/00005053-199304000-00006

Berezowski, Lukas, Ludwig, Lea, Martin, Alexandra, Löwe, Bernd, & Shedden-Mora, Meike C. (2022). Early psychological interventions for somatic symptom disorder and functional somatic syndromes: a systematic review and meta-analysis. Psychosomatic medicine, 84(3), 325. https://doi.org/10.1097%2FPSY.0000000000001011

Besharat, Mohammad Ali. (2011). Development and validation of adult attachment inventory. Procedia-Social and Behavioral Sciences, 30, 475-479. https://doi.org/10.1016/j.sbspro.2011.10.093

Dol, Sunita M, & Jawandhiya, Pradip M. (2023). Classification Technique and its Combination with Clustering and Association Rule Mining in Educational Data Mining—A survey. Engineering Applications of Artificial Intelligence, 122, 106071. https://doi.org/10.1016/j.engappai.2023.106071

Fink, Per, Rosendal, Marianne, & Olesen, Frede. (2005). Classification of somatization and functional somatic symptoms in primary care. Australian & New Zealand Journal of Psychiatry, 39(9), 772-781. https://doi.org/10.1080/j.1440-1614.2005.01682.x

Gillath, Omri, & Karantzas, Gery. (2019). Attachment security priming: A systematic review. Current opinion in psychology, 25, 86-95. https://doi.org/10.1016/j.copsyc.2018.03.001

Govrin, Aner. (2022). When Mutual Imbeddedness is Impossible–Persecutory Anxiety and Splitting in Times of Perceived Danger-A Discussion of “Mutual Imbeddedness: The Foundation for a Relational World” by Daniel Perlitz. Psychoanalysis, Self and Context, 17(1), 23-29. https://doi.org/10.1080/24720038.2021.1996579

Hazan, Cindy, & Shaver, Phillip. (2017). Romantic love conceptualized as an attachment process Interpersonal Development (pp. 283-296): Routledge.

Heidari Nasab, L, Mansouri, M, Azadfallah, P, & Shaieeri, MR. (2007). Validity and reliability of Defens Style Questionaire (DSQ-40) in Iranian samples. Clinical Psychology and Personality, 5(1), 11-27. https://dorl.net/dor/20.1001.1.23452188.1386.5.1.2.6

Hennissen, Vicky Christina, Meganck, Reitske, Van Nieuwenhove, Kimberly, Norman, Ufuoma Angelica, Loeys, Tom, & Desmet, Mattias. (2019). Therapists’ responses toward dependent (anaclitic) and self-critical (introjective) depressed outpatients: A multilevel approach. Psychotherapy, 56(2), 193. https://psycnet.apa.org/doi/10.1037/pst0000213

Huang, Wei-Lieh, Chang, Shu-Sen, & Liao, Shih-Cheng. (2022). The psychological features of distinct somatic syndromes: A cluster analysis according to population-based somatic symptom profiles in Taiwan. Journal of the Formosan Medical Association, 121(9), 1813-1822. https://doi.org/10.1016/j.jfma.2022.03.009

Jadhakhan, Ferozkhan, Romeu, Daniel, Lindner, Oana, Blakemore, Amy, & Guthrie, Elspeth. (2022). Prevalence of medically unexplained symptoms in adults who are high users of healthcare services and magnitude of associated costs: a systematic review. BMJ open, 12(10), e059971. http://dx.doi.org/10.1136/bmjopen-2018-027922

Kalamatianos, A, & Canellopoulos, L. (2022). The congruency hypothesis and symptom specificity in depression The relationship between personality vulnerability and stress. Archives of Hellenic Medicine/Arheia Ellenikes Iatrikes, 39(2).

Kaushik, Minakshi, Sharma, Rahul, Peious, Sijo Arakkal, Shahin, Mahtab, Yahia, Sadok Ben, & Draheim, Dirk. (2021). A systematic assessment of numerical association rule mining methods. SN Computer Science, 2(5), 1-13. https://doi.org/10.1007/s42979-021-00725-2

Kitselaar, Willeke M, Van Der Vaart, Rosalie, Perschl, Johanna, Numans, Mattijs E, & Evers, Andrea WM. (2023). Predictors of persistent somatic symptoms in the general population: a systematic review of cohort studies. Psychosomatic medicine, 85(1), 71-78. http://creativecommons.org/licenses/by/4.0/

Lacourt, Tamara, Houtveen, Jan, & van Doornen, Lorenz. (2013). “Functional somatic syndromes, one or many?”: an answer by cluster analysis. Journal of psychosomatic research, 74(1), 6-11. https://doi.org/10.1016/j.jpsychores.2012.09.013

Lane, R. D. (2006, April). Theory of emotional awareness and brain processing of emotion. In International Congress Series (Vol. 1287, pp. 116-121). Elsevier. https://doi.org/10.1016/j.ics.2005.12.041

Lane, Richard D, & Smith, Ryan. (2021). Levels of emotional awareness: Theory and measurement of a socio-emotional skill. Journal of Intelligence, 9(3), 42. https://doi.org/10.3390/jintelligence9030042

Luyten, Patrick, Campbell, Chloe, & Fonagy, Peter. (2019). Reflections on the contributions of Sidney J. Blatt: The dialectical needs for autonomy, relatedness, and the emergence of epistemic trust. Psychoanalytic Psychology, 36(4), 328. https://psycnet.apa.org/doi/10.1037/pap0000243

Luyten, Patrick, Campbell, Chloe, & Fonagy, Peter. (2021). Rethinking the relationship between attachment and personality disorder. Current Opinion in Psychology, 37, 109-113. https://doi.org/10.1016/j.copsyc.2020.11.003  

McHugh, Laura, & Egan, Jonathan. (2023). Psychological and somatic manifestations of dissociation: The role of childhood trauma, attachment, and alexithymia. European Journal of Trauma & Dissociation, 100316. https://doi.org/10.1016/j.ejtd.2023.100316

Monden, Rei, Rosmalen, Judith GM, Wardenaar, Klaas J, & Creed, Francis. (2022). Predictors of new onsets of irritable bowel syndrome, chronic fatigue syndrome and fibromyalgia: the lifelines study. Psychological medicine, 52(1), 112-120. https://doi.org/10.1017/S0033291720001774

Nimnuan, Chaichana, Hotopf, Matthew, & Wessely, Simon. (2001). Medically unexplained symptoms: an epidemiological study in seven specialities. Journal of psychosomatic research, 51(1), 361-367. https://doi.org/10.1016/S0022-3999(01)00223-9

Nohi, Soheila, & Hasani, Jafar. (2017). The relationship between cognitive emotion regulation strategies and defense mechanisms with borderline personality disorder. Thoughts and Behavior in Clinical Psychology, 12(43), 57-66.

Reis, Samantha, & Grenyer, Brin FS. (2002). Pathways to anaclitic and introjective depression. Psychology and Psychotherapy: Theory, Research and Practice, 75(4), 445-459. https://doi.org/10.1348/147608302321151934

Rief, Winfried, & Martin, Alexandra. (2014). How to use the new DSM-5 somatic symptom disorder diagnosis in research and practice: a critical evaluation and a proposal for modifications. Annual Review of Clinical Psychology, 10, 339-367. https://doi.org/10.1146/annurev-clinpsy-032813-153745

Romeo, Annunziata, Benfante, Agata, Geminiani, Giuliano Carlo, & Castelli, Lorys. (2022). Personality, defense mechanisms and psychological distress in women with fibromyalgia. Behavioral Sciences, 12(1), 10. https://doi.org/10.3390/bs12010010

Santoso, M Hamdani. (2021). Application of Association Rule Method Using Apriori Algorithm to Find Sales Patterns Case Study of Indomaret Tanjung Anom. Brilliance: Research of Artificial Intelligence, 1(2), 54-66. https://doi.org/10.47709/brilliance.v1i2.1228

Sattel, Heribert, Häuser, Winfried, Schmalbach, Bjarne, Brähler, Elmar, Henningsen, Peter, & Hausteiner-Wiehle, Constanze. (2023). Functional Somatic Disorders, Their Subtypes, and Their Association With Self-Rated Health in the German General Population. Psychosomatic Medicine, 85(4), 366-375. https://doi.org/10.1097/PSY.0000000000001187

Schauenburg, Henning, Willenborg, Verena, Sammet, Isa, & Ehrenthal, Johannes C. (2007). Self‐reported defence mechanisms as an outcome measure in psychotherapy: A study on the German version of the Defence Style Questionnaire DSQ 40. Psychology and Psychotherapy: Theory, Research and Practice, 80(3), 355-366. https://doi.org/10.1348/147608306X146068

Subic-Wrana, Claudia, Thomas, Walther, Huber, Michael, & Köhle, Karl. (2001). Levels of emotional awareness scale (LEAS). Psychotherapeut, 46(3), 176-181. https://doi.org/10.1007/s002780100157

Tsai, Chung-Huang. (2010). Factor analysis of the clustering of common somatic symptoms: a preliminary study. BMC Health Services Research, 10, 1-8. https://doi.org/10.1186/1472-6963-10-160

Wessely, Simon, Nimnuan, Chaichana, & Sharpe, Michael. (1999). Functional somatic syndromes: one or many? The Lancet, 354(9182), 936-939. https://doi.org/10.1016/S0140-6736(98)08320-2

Yousefi, Farideh. (2004). Levels of emotional awareness scale among Iranian gifted and nongifted high school students. Psychological reports, 95(2), 504-506. https://doi.org/10.2466/pr0.95.2.504-506