Academic Journal
Psychometric Evaluation of the Norwegian Difficulties in Emotion Regulation Scale in a Multi-Site Sample of Patients With Personality Disorders and Personality Problems.
| Τίτλος: | Psychometric Evaluation of the Norwegian Difficulties in Emotion Regulation Scale in a Multi-Site Sample of Patients With Personality Disorders and Personality Problems. |
|---|---|
| Συγγραφείς: | Pedersen G; Department of Research and Innovation, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway., Hummelen B, Gulbrandsen S; Section for Group Treatment, Kronstad District Psychiatric Center, Haukeland University Hospital, Bergen, Norway., Leitemo K; Section for Group Treatment, Centre for Mental Health and Addiction, Lovisenberg Diaconal Hospital, Oslo, Norway., Oftedal E; Division of Adult Mental Health Care, Group Outpatient Clinic, Stavanger District Psychiatric Center, Stavanger University Hospital, Stavanger, Norway.; Department of Caring and Ethics, Faculty of Health Sciences, University of Stavanger, Stavanger, Norway., Tenebroso A; Fekjær Psychiatric Center, South-Eastern Norway Regional Health Authority, Hamar, Norway., Morken KTE; Department of Addiction Medicine, Haukeland University Hospital, Bergen, Norway.; Department of Clinical Psychology, University of Bergen, Bergen, Norway., Lindberget K; District Psychiatric Center Strømme, Sørlandet Hospital, Kristiansand, University of Oslo, Oslo, Norway., Ulvestad DA; Outpatient Clinic for Specialized Treatment of Personality Disorders, Nydalen District Psychiatric Center, Oslo University Hospital, Oslo, Norway.; Institute of Clinical Medicine, University of Oslo, Oslo, Norway., Wilberg T; Department of Research and Innovation, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.; Institute of Clinical Medicine, University of Oslo, Oslo, Norway., Kvarstein EH; Department of Research and Innovation, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.; Institute of Clinical Medicine, University of Oslo, Oslo, Norway. |
| Πηγή: | Journal of clinical psychology [J Clin Psychol] 2026 Sep; Vol. 82 (9), pp. 1388-1402. Date of Electronic Publication: 2026 Jun 05. |
| Τύπος έκδοσης: | Journal Article; Multicenter Study |
| Γλώσσα: | English |
| Στοιχεία περιοδικού: | Publisher: Wiley Country of Publication: United States NLM ID: 0217132 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1097-4679 (Electronic) Linking ISSN: 00219762 NLM ISO Abbreviation: J Clin Psychol Subsets: MEDLINE |
| Imprint Name(s): | Publication: <2005-> : Hoboken, N.J. : Wiley Original Publication: Brandon, Vt. [etc.] Clinical Psychology Pub. Co. |
| Ιατρικοί όροι (MeSH): | Personality Disorders*/physiopathology , Personality Disorders*/diagnosis , Psychometrics*/instrumentation , Psychometrics*/standards , Emotional Regulation*/physiology , Affective Symptoms*/diagnosis , Psychiatric Status Rating Scales*/standards, Humans ; Female ; Male ; Adult ; Norway ; Middle Aged ; Reproducibility of Results ; Young Adult |
| Περίληψη: | Objective: The validity and psychometric qualities of the Difficulties in Emotion Regulation Scale (DERS) in populations with a broader range of personality disorders (PDs) are still unclear. The aim of the current study was to analyze the factor structure and validity of DERS and two of its short-forms (DERS-SF and DERS-18), their relation to PD features and personality functioning, gender differences, and the overlap between concepts of alexithymia and emotion regulation. Method: Data were extracted from a multi-site clinical sample of patients with PDs or personality related problems referred to specialist mental health services (n = 2093). Confirmatory factor analyses (CFA)-specifically first-order correlated and bifactor analysis, as well as analysis of measurement invariance-were applied. Linear associations and group differences were investigated by correlational analysis and independent samples t-tests. DERS and its shortforms were validated through associations with PD features (PD criteria), measures of personality functioning (LPFS-BF), and alexithymia (TAS-20). Results: CFA of the short forms revealed good model fit, while the full version of DERS showed poorer fit. None of the bifactor analyses supported a strong general factor. Gender differences were prominent, and substantial associations were found between DERS and PD criteria, LPFS-BF, and TAS-20. Conclusion: DERS and its short forms demonstrated acceptable reliability and validity in a sample of patients with PDs and personality related problems. Without support for a general factor, interpretation of the total scores of DERS should be conducted with care, especially if the subscales Awareness and Clarity are included. Given the advantages of the short forms, the selection of one version over another seems to be of limited consequence. (© 2026 Wiley Periodicals LLC.) |
| References: | Psychiatry Res. 2018 Aug;266:186-192. (PMID: 29870955) Front Psychiatry. 2023 May 09;14:1163347. (PMID: 37229394) BMC Psychiatry. 2024 Oct 1;24(1):647. (PMID: 39354408) Psychother Psychosom. 1973;22(2):255-62. (PMID: 4770536) J Psychosom Res. 1994 Jan;38(1):23-32. (PMID: 8126686) J Clin Psychol. 2022 Jun;78(6):1118-1136. (PMID: 34716595) J Pers Disord. 2009 Feb;23(1):20-8. (PMID: 19267659) Compr Psychiatry. 1983 Sep-Oct;24(5):399-411. (PMID: 6354575) J Clin Psychol. 2021 Oct;77(10):2323-2340. (PMID: 33971018) Psychol Psychother. 2017 Dec;90(4):586-599. (PMID: 28585718) J Clin Psychol. 2022 Jun;78(6):1201-1219. (PMID: 34855219) Psicol Reflex Crit. 2022 May 6;35(1):11. (PMID: 35522349) Psychiatry Res. 2019 Sep;279:278-283. (PMID: 30975439) J Pers Disord. 2005 Dec;19(6):674-89. (PMID: 16553562) J Clin Psychol. 2021 Jul;77(7):1591-1606. (PMID: 33971024) BMC Psychol. 2023 May 19;11(1):165. (PMID: 37208768) J Pers Disord. 2015 Dec;29(6):794-808. (PMID: 25562536) Int J Eat Disord. 2014 Sep;47(6):630-9. (PMID: 24659541) J Psychiatr Res. 2014 Nov;58:175-80. (PMID: 25171941) Personal Ment Health. 2019 Feb;13(1):3-14. (PMID: 30230242) Front Psychol. 2018 Apr 19;9:539. (PMID: 29725312) Psychol Bull. 1990 Mar;107(2):238-46. (PMID: 2320703) Personal Ment Health. 2013 Nov;7(4):277-87. (PMID: 24343977) J Psychopathol Behav Assess. 2016 Sep;38(3):443-455. (PMID: 41522882) J Pers Assess. 2016;98(3):223-37. (PMID: 26514921) Curr Psychiatry Rep. 2013 Jan;15(1):335. (PMID: 23250816) Multivariate Behav Res. 1990 Apr 1;25(2):173-80. (PMID: 26794479) Psychol Methods. 2016 Jun;21(2):137-50. (PMID: 26523435) Exp Aging Res. 1992 Autumn-Winter;18(3-4):117-44. (PMID: 1459160) J Psychopathol Behav Assess. 2016 Jun;38(2):284-296. (PMID: 27239096) J Pers Assess. 2013;95(2):129-40. (PMID: 23030794) Front Psychol. 2016 May 26;7:769. (PMID: 27303333) J Pers Assess. 2010 Nov;92(6):544-59. (PMID: 20954056) Compr Psychiatry. 2008 Sep-Oct;49(5):460-8. (PMID: 18702931) J Clin Psychol. 2022 Feb;78(2):201-217. (PMID: 34217149) Nord J Psychiatry. 2023 Jul;77(5):512-520. (PMID: 36409693) Personal Ment Health. 2023 Aug;17(3):232-245. (PMID: 36693422) Personal Ment Health. 2017 Nov;11(4):314-334. (PMID: 28856850) Br J Psychol. 2014 Aug;105(3):399-412. (PMID: 24844115) Psychol Assess. 2009 Dec;21(4):616-21. (PMID: 19947794) J Psychopathol Behav Assess. 2019 Sep 15;41(3):485-494. (PMID: 34446987) Psychol Assess. 2015 Sep;27(3):944-54. (PMID: 25774638) J Pers Assess. 2019 Nov-Dec;101(6):598-608. (PMID: 30142305) J Pers Disord. 2007 Aug;21(4):359-70. (PMID: 17685833) J Clin Psychol. 2016 Sep;72(9):933-46. (PMID: 27018649) Compr Psychiatry. 2012 Oct;53(7):907-14. (PMID: 22520088) Multivariate Behav Res. 2012 Sep 1;47(5):667-696. (PMID: 24049214) |
| Contributed Indexing: | Keywords: DERS; bifactor analysis; emotion dysregulation; personality disorder; validity |
| Entry Date(s): | Date Created: 20260605 Date Completed: 20260805 Latest Revision: 20260902 |
| Update Code: | 20260902 |
| PubMed Central ID: | PMC13441393 |
| DOI: | 10.1002/jclp.70165 |
| PMID: | 42247633 |
| Βάση Δεδομένων: | MEDLINE |
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| Items | – Name: Title Label: Title Group: Ti Data: Psychometric Evaluation of the Norwegian Difficulties in Emotion Regulation Scale in a Multi-Site Sample of Patients With Personality Disorders and Personality Problems. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Pedersen+G%22">Pedersen G</searchLink>; Department of Research and Innovation, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Hummelen+B%22">Hummelen B</searchLink><br /><searchLink fieldCode="AU" term="%22Gulbrandsen+S%22">Gulbrandsen S</searchLink>; Section for Group Treatment, Kronstad District Psychiatric Center, Haukeland University Hospital, Bergen, Norway.<br /><searchLink fieldCode="AU" term="%22Leitemo+K%22">Leitemo K</searchLink>; Section for Group Treatment, Centre for Mental Health and Addiction, Lovisenberg Diaconal Hospital, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Oftedal+E%22">Oftedal E</searchLink>; Division of Adult Mental Health Care, Group Outpatient Clinic, Stavanger District Psychiatric Center, Stavanger University Hospital, Stavanger, Norway.; Department of Caring and Ethics, Faculty of Health Sciences, University of Stavanger, Stavanger, Norway.<br /><searchLink fieldCode="AU" term="%22Tenebroso+A%22">Tenebroso A</searchLink>; Fekjær Psychiatric Center, South-Eastern Norway Regional Health Authority, Hamar, Norway.<br /><searchLink fieldCode="AU" term="%22Morken+KTE%22">Morken KTE</searchLink>; Department of Addiction Medicine, Haukeland University Hospital, Bergen, Norway.; Department of Clinical Psychology, University of Bergen, Bergen, Norway.<br /><searchLink fieldCode="AU" term="%22Lindberget+K%22">Lindberget K</searchLink>; District Psychiatric Center Strømme, Sørlandet Hospital, Kristiansand, University of Oslo, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Ulvestad+DA%22">Ulvestad DA</searchLink>; Outpatient Clinic for Specialized Treatment of Personality Disorders, Nydalen District Psychiatric Center, Oslo University Hospital, Oslo, Norway.; Institute of Clinical Medicine, University of Oslo, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Wilberg+T%22">Wilberg T</searchLink>; Department of Research and Innovation, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.; Institute of Clinical Medicine, University of Oslo, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Kvarstein+EH%22">Kvarstein EH</searchLink>; Department of Research and Innovation, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.; Institute of Clinical Medicine, University of Oslo, Oslo, Norway. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%220217132%22">Journal of clinical psychology</searchLink> [J Clin Psychol] 2026 Sep; Vol. 82 (9), pp. 1388-1402. <i>Date of Electronic Publication: </i>2026 Jun 05. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Multicenter Study – Name: Language Label: Language Group: Lang Data: English – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Wiley%22">Wiley </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>0217132 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1097-4679 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2200219762%22">00219762 </searchLink><i>NLM ISO Abbreviation: </i>J Clin Psychol <i>Subsets: </i>MEDLINE – Name: PublisherInfo Label: Imprint Name(s) Group: PubInfo Data: <i>Publication</i>: <2005-> : Hoboken, N.J. : Wiley<br /><i>Original Publication</i>: Brandon, Vt. [etc.] Clinical Psychology Pub. Co. – Name: SubjectMESH Label: MeSH Terms Group: Su Data: <searchLink fieldCode="MM" term="%22Personality+Disorders%22">Personality Disorders*</searchLink>/<searchLink fieldCode="MM" term="%22Personality+Disorders+physiopathology%22">physiopathology</searchLink> <br /><searchLink fieldCode="MM" term="%22Personality+Disorders%22">Personality Disorders*</searchLink>/<searchLink fieldCode="MM" term="%22Personality+Disorders+diagnosis%22">diagnosis</searchLink> <br /><searchLink fieldCode="MM" term="%22Psychometrics%22">Psychometrics*</searchLink>/<searchLink fieldCode="MM" term="%22Psychometrics+instrumentation%22">instrumentation</searchLink> <br /><searchLink fieldCode="MM" term="%22Psychometrics%22">Psychometrics*</searchLink>/<searchLink fieldCode="MM" term="%22Psychometrics+standards%22">standards</searchLink> <br /><searchLink fieldCode="MM" term="%22Emotional+Regulation%22">Emotional Regulation*</searchLink>/<searchLink fieldCode="MM" term="%22Emotional+Regulation+physiology%22">physiology</searchLink> <br /><searchLink fieldCode="MM" term="%22Affective+Symptoms%22">Affective Symptoms*</searchLink>/<searchLink fieldCode="MM" term="%22Affective+Symptoms+diagnosis%22">diagnosis</searchLink> <br /><searchLink fieldCode="MM" term="%22Psychiatric+Status+Rating+Scales%22">Psychiatric Status Rating Scales*</searchLink>/<searchLink fieldCode="MM" term="%22Psychiatric+Status+Rating+Scales+standards%22">standards</searchLink><br /><searchLink fieldCode="MH" term="%22Humans%22">Humans</searchLink> ; <searchLink fieldCode="MH" term="%22Female%22">Female</searchLink> ; <searchLink fieldCode="MH" term="%22Male%22">Male</searchLink> ; <searchLink fieldCode="MH" term="%22Adult%22">Adult</searchLink> ; <searchLink fieldCode="MH" term="%22Norway%22">Norway</searchLink> ; <searchLink fieldCode="MH" term="%22Middle+Aged%22">Middle Aged</searchLink> ; <searchLink fieldCode="MH" term="%22Reproducibility+of+Results%22">Reproducibility of Results</searchLink> ; <searchLink fieldCode="MH" term="%22Young+Adult%22">Young Adult</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: Objective: The validity and psychometric qualities of the Difficulties in Emotion Regulation Scale (DERS) in populations with a broader range of personality disorders (PDs) are still unclear. The aim of the current study was to analyze the factor structure and validity of DERS and two of its short-forms (DERS-SF and DERS-18), their relation to PD features and personality functioning, gender differences, and the overlap between concepts of alexithymia and emotion regulation.<br />Method: Data were extracted from a multi-site clinical sample of patients with PDs or personality related problems referred to specialist mental health services (n = 2093). Confirmatory factor analyses (CFA)-specifically first-order correlated and bifactor analysis, as well as analysis of measurement invariance-were applied. Linear associations and group differences were investigated by correlational analysis and independent samples t-tests. DERS and its shortforms were validated through associations with PD features (PD criteria), measures of personality functioning (LPFS-BF), and alexithymia (TAS-20).<br />Results: CFA of the short forms revealed good model fit, while the full version of DERS showed poorer fit. None of the bifactor analyses supported a strong general factor. Gender differences were prominent, and substantial associations were found between DERS and PD criteria, LPFS-BF, and TAS-20.<br />Conclusion: DERS and its short forms demonstrated acceptable reliability and validity in a sample of patients with PDs and personality related problems. Without support for a general factor, interpretation of the total scores of DERS should be conducted with care, especially if the subscales Awareness and Clarity are included. Given the advantages of the short forms, the selection of one version over another seems to be of limited consequence.<br /> (© 2026 Wiley Periodicals LLC.) – Name: Ref Label: References Group: RefInfo Data: Psychiatry Res. 2018 Aug;266:186-192. (PMID: <searchLink fieldCode="PM" term="%2229870955%22">29870955)</searchLink><br />Front Psychiatry. 2023 May 09;14:1163347. (PMID: <searchLink fieldCode="PM" term="%2237229394%22">37229394)</searchLink><br />BMC Psychiatry. 2024 Oct 1;24(1):647. (PMID: <searchLink fieldCode="PM" term="%2239354408%22">39354408)</searchLink><br />Psychother Psychosom. 1973;22(2):255-62. (PMID: <searchLink fieldCode="PM" term="%224770536%22">4770536)</searchLink><br />J Psychosom Res. 1994 Jan;38(1):23-32. (PMID: <searchLink fieldCode="PM" term="%228126686%22">8126686)</searchLink><br />J Clin Psychol. 2022 Jun;78(6):1118-1136. (PMID: <searchLink fieldCode="PM" term="%2234716595%22">34716595)</searchLink><br />J Pers Disord. 2009 Feb;23(1):20-8. (PMID: <searchLink fieldCode="PM" term="%2219267659%22">19267659)</searchLink><br />Compr Psychiatry. 1983 Sep-Oct;24(5):399-411. (PMID: <searchLink fieldCode="PM" term="%226354575%22">6354575)</searchLink><br />J Clin Psychol. 2021 Oct;77(10):2323-2340. (PMID: <searchLink fieldCode="PM" term="%2233971018%22">33971018)</searchLink><br />Psychol Psychother. 2017 Dec;90(4):586-599. (PMID: <searchLink fieldCode="PM" term="%2228585718%22">28585718)</searchLink><br />J Clin Psychol. 2022 Jun;78(6):1201-1219. (PMID: <searchLink fieldCode="PM" term="%2234855219%22">34855219)</searchLink><br />Psicol Reflex Crit. 2022 May 6;35(1):11. (PMID: <searchLink fieldCode="PM" term="%2235522349%22">35522349)</searchLink><br />Psychiatry Res. 2019 Sep;279:278-283. (PMID: <searchLink fieldCode="PM" term="%2230975439%22">30975439)</searchLink><br />J Pers Disord. 2005 Dec;19(6):674-89. (PMID: <searchLink fieldCode="PM" term="%2216553562%22">16553562)</searchLink><br />J Clin Psychol. 2021 Jul;77(7):1591-1606. (PMID: <searchLink fieldCode="PM" term="%2233971024%22">33971024)</searchLink><br />BMC Psychol. 2023 May 19;11(1):165. (PMID: <searchLink fieldCode="PM" term="%2237208768%22">37208768)</searchLink><br />J Pers Disord. 2015 Dec;29(6):794-808. (PMID: <searchLink fieldCode="PM" term="%2225562536%22">25562536)</searchLink><br />Int J Eat Disord. 2014 Sep;47(6):630-9. (PMID: <searchLink fieldCode="PM" term="%2224659541%22">24659541)</searchLink><br />J Psychiatr Res. 2014 Nov;58:175-80. (PMID: <searchLink fieldCode="PM" term="%2225171941%22">25171941)</searchLink><br />Personal Ment Health. 2019 Feb;13(1):3-14. (PMID: <searchLink fieldCode="PM" term="%2230230242%22">30230242)</searchLink><br />Front Psychol. 2018 Apr 19;9:539. (PMID: <searchLink fieldCode="PM" term="%2229725312%22">29725312)</searchLink><br />Psychol Bull. 1990 Mar;107(2):238-46. (PMID: <searchLink fieldCode="PM" term="%222320703%22">2320703)</searchLink><br />Personal Ment Health. 2013 Nov;7(4):277-87. (PMID: <searchLink fieldCode="PM" term="%2224343977%22">24343977)</searchLink><br />J Psychopathol Behav Assess. 2016 Sep;38(3):443-455. (PMID: <searchLink fieldCode="PM" term="%2241522882%22">41522882)</searchLink><br />J Pers Assess. 2016;98(3):223-37. (PMID: <searchLink fieldCode="PM" term="%2226514921%22">26514921)</searchLink><br />Curr Psychiatry Rep. 2013 Jan;15(1):335. (PMID: <searchLink fieldCode="PM" term="%2223250816%22">23250816)</searchLink><br />Multivariate Behav Res. 1990 Apr 1;25(2):173-80. (PMID: <searchLink fieldCode="PM" term="%2226794479%22">26794479)</searchLink><br />Psychol Methods. 2016 Jun;21(2):137-50. (PMID: <searchLink fieldCode="PM" term="%2226523435%22">26523435)</searchLink><br />Exp Aging Res. 1992 Autumn-Winter;18(3-4):117-44. (PMID: <searchLink fieldCode="PM" term="%221459160%22">1459160)</searchLink><br />J Psychopathol Behav Assess. 2016 Jun;38(2):284-296. (PMID: <searchLink fieldCode="PM" term="%2227239096%22">27239096)</searchLink><br />J Pers Assess. 2013;95(2):129-40. (PMID: <searchLink fieldCode="PM" term="%2223030794%22">23030794)</searchLink><br />Front Psychol. 2016 May 26;7:769. (PMID: <searchLink fieldCode="PM" term="%2227303333%22">27303333)</searchLink><br />J Pers Assess. 2010 Nov;92(6):544-59. (PMID: <searchLink fieldCode="PM" term="%2220954056%22">20954056)</searchLink><br />Compr Psychiatry. 2008 Sep-Oct;49(5):460-8. (PMID: <searchLink fieldCode="PM" term="%2218702931%22">18702931)</searchLink><br />J Clin Psychol. 2022 Feb;78(2):201-217. (PMID: <searchLink fieldCode="PM" term="%2234217149%22">34217149)</searchLink><br />Nord J Psychiatry. 2023 Jul;77(5):512-520. (PMID: <searchLink fieldCode="PM" term="%2236409693%22">36409693)</searchLink><br />Personal Ment Health. 2023 Aug;17(3):232-245. (PMID: <searchLink fieldCode="PM" term="%2236693422%22">36693422)</searchLink><br />Personal Ment Health. 2017 Nov;11(4):314-334. (PMID: <searchLink fieldCode="PM" term="%2228856850%22">28856850)</searchLink><br />Br J Psychol. 2014 Aug;105(3):399-412. (PMID: <searchLink fieldCode="PM" term="%2224844115%22">24844115)</searchLink><br />Psychol Assess. 2009 Dec;21(4):616-21. (PMID: <searchLink fieldCode="PM" term="%2219947794%22">19947794)</searchLink><br />J Psychopathol Behav Assess. 2019 Sep 15;41(3):485-494. (PMID: <searchLink fieldCode="PM" term="%2234446987%22">34446987)</searchLink><br />Psychol Assess. 2015 Sep;27(3):944-54. (PMID: <searchLink fieldCode="PM" term="%2225774638%22">25774638)</searchLink><br />J Pers Assess. 2019 Nov-Dec;101(6):598-608. (PMID: <searchLink fieldCode="PM" term="%2230142305%22">30142305)</searchLink><br />J Pers Disord. 2007 Aug;21(4):359-70. (PMID: <searchLink fieldCode="PM" term="%2217685833%22">17685833)</searchLink><br />J Clin Psychol. 2016 Sep;72(9):933-46. (PMID: <searchLink fieldCode="PM" term="%2227018649%22">27018649)</searchLink><br />Compr Psychiatry. 2012 Oct;53(7):907-14. (PMID: <searchLink fieldCode="PM" term="%2222520088%22">22520088)</searchLink><br />Multivariate Behav Res. 2012 Sep 1;47(5):667-696. 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