Evaluating the Efficacy of a Guided and Unguided Internet-Based Self-help Intervention for Chronic Loneliness: Protocol for a 3-Arm Randomized Controlled Trial

Noëmi Seewer, Andrej Skoko, Anton Käll, Gerhard Andersson, Maike Luhmann, Thomas Berger, Tobias Krieger, Noëmi Seewer, Andrej Skoko, Anton Käll, Gerhard Andersson, Maike Luhmann, Thomas Berger, Tobias Krieger

Abstract

Background: Loneliness, or perceived social isolation, is prevalent in both the general population and clinical practice. Although loneliness has repeatedly been associated with mental and physical health, research on interventions that reduce loneliness effectively is still rather scarce.

Objective: This study aims to evaluate the efficacy of a guided and an unguided version of the same internet-based cognitive behavioral self-help program for loneliness (SOLUS-D) for adults.

Methods: A total of 250 participants will be randomly assigned to 1 of 2 intervention groups (SOLUS-D with guidance or SOLUS-D without guidance) or a wait-list control group (2:2:1 allocation ratio). Adult participants experiencing high levels of loneliness will be recruited from the general population. Individuals currently experiencing at least moderately severe depressive symptoms, an ongoing severe substance use disorder, previous or current bipolar or psychotic disorder, or acute suicidality will be excluded from the trial. Assessments will take place at baseline, 5 weeks (midassessment), and 10 weeks (postassessment). The primary outcome is loneliness assessed using the 9-item University of California, Los Angeles Loneliness Scale at the posttreatment time point. Secondary outcomes include depressive symptoms, symptoms of social anxiety, satisfaction with life, social network size, and variables assessing cognitive bias and social behavior. The maintenance of potentially achieved gains will be assessed and compared at 6 and 12 months after randomization in the 2 active conditions. Potential moderators and mediators will be tested exploratorily. Data will be analyzed on an intention-to-treat basis.

Results: Recruitment and data collection started in May 2021 and are expected to be completed by 2022, with the 12-month follow-up to be completed by 2023. As of the time of submission of the manuscript, 134 participants were randomized.

Conclusions: This 3-arm randomized controlled trial will add to the existing research on the efficacy of loneliness interventions. Furthermore, it will shed light on the role of human guidance in internet-based treatments for individuals with increased levels of loneliness and the possible mechanisms of change. If SOLUS-D proves effective, it could provide a low-threshold, cost-efficient method of helping and supporting individuals with increased levels of loneliness.

Trial registration: ClinicalTrials.gov NCT04655196; https://ichgcp.net/clinical-trials-registry/NCT04655196.

International registered report identifier (irrid): DERR1-10.2196/36358.

Keywords: guidance; internet-based intervention; loneliness; mobile phone; online; self-help; subjective social isolation.

Conflict of interest statement

Conflicts of Interest: None declared.

©Noëmi Seewer, Andrej Skoko, Anton Käll, Gerhard Andersson, Maike Luhmann, Thomas Berger, Tobias Krieger. Originally published in JMIR Research Protocols (https://www.researchprotocols.org), 22.07.2022.

Figures

Figure 1
Figure 1
Participant flow. FU: follow-up; ICBT: internet-based cognitive behavioral therapy; Mini-DIPS: Mini Diagnostic Interview for Mental Disorders; PHQ-9: Patient Health Questionnaire-9; T0: time point 0; T1: time point 1; T2: time point 2; T3: time point 3; T4: time point 4; UCLA: University of California, Los Angeles.

References

    1. Jeste DV, Lee EE, Cacioppo S. Battling the modern behavioral epidemic of loneliness: suggestions for research and interventions. JAMA Psychiatry. 2020 Jun 01;77(6):553–4. doi: 10.1001/jamapsychiatry.2020.0027. 2762469
    1. Lippke S, Keller F, Derksen C, Kötting L, Ratz T, Fleig L. Einsam(er) seit der Coronapandemie: Wer ist besonders betroffen? – psychologische Befunde aus Deutschland. Präv Gesundheitsf. 2021 Mar 11;17(1):84–95. doi: 10.1007/s11553-021-00837-w.
    1. van der Velden PG, Hyland P, Contino C, von Gaudecker HM, Muffels R, Das M. Anxiety and depression symptoms, the recovery from symptoms, and loneliness before and after the COVID-19 outbreak among the general population: Findings from a Dutch population-based longitudinal study. PLoS One. 2021;16(1):e0245057. doi: 10.1371/journal.pone.0245057. PONE-D-20-31580
    1. d'Hombres B, Schnepf S, Barjakovà M, Teixeira Mendonça F. Loneliness - an unequally shared burden in Europe*. European Commission. 2018. [2022-06-16]. .
    1. Beutel ME, Klein EM, Brähler E, Reiner I, Jünger C, Michal M, Wiltink J, Wild PS, Münzel T, Lackner KJ, Tibubos AN. Loneliness in the general population: prevalence, determinants and relations to mental health. BMC Psychiatry. 2017 Mar 20;17(1):97. doi: 10.1186/s12888-017-1262-x. 10.1186/s12888-017-1262-x
    1. Buecker S, Mund M, Chwastek S, Sostmann M, Luhmann M. Is loneliness in emerging adults increasing over time? A preregistered cross-temporal meta-analysis and systematic review. Psychol Bull. 2021 Aug;147(8):787–805. doi: 10.1037/bul0000332.2022-09577-002
    1. Luhmann M, Hawkley LC. Age differences in loneliness from late adolescence to oldest old age. Dev Psychol. 2016 Jun;52(6):943–59. doi: 10.1037/dev0000117. 2016-22442-001
    1. Hawkley LC, Capitanio JP. Perceived social isolation, evolutionary fitness and health outcomes: a lifespan approach. Philos Trans R Soc Lond B Biol Sci. 2015 May 26;370(1669):20140114. doi: 10.1098/rstb.2014.0114. rstb.2014.0114
    1. Holt-Lunstad J, Smith TB, Baker M, Harris T, Stephenson D. Loneliness and social isolation as risk factors for mortality: a meta-analytic review. Perspect Psychol Sci. 2015 Mar;10(2):227–37. doi: 10.1177/1745691614568352.10/2/227
    1. Rico-Uribe LA, Caballero FF, Martín-María N, Cabello M, Ayuso-Mateos JL, Miret M. Association of loneliness with all-cause mortality: a meta-analysis. PLoS One. 2018;13(1):e0190033. doi: 10.1371/journal.pone.0190033. PONE-D-16-49272
    1. Mann F, Bone JK, Lloyd-Evans B, Frerichs J, Pinfold V, Ma R, Wang J, Johnson S. A life less lonely: the state of the art in interventions to reduce loneliness in people with mental health problems. Soc Psychiatry Psychiatr Epidemiol. 2017 Jun;52(6):627–38. doi: 10.1007/s00127-017-1392-y. 10.1007/s00127-017-1392-y
    1. Baumeister RF, Leary MR. The need to belong: desire for interpersonal attachments as a fundamental human motivation. Psychol Bull. 1995 May;117(3):497–529.
    1. Peplau La, Perlman D. Perspective on loneliness. In: Peplau LA, Perlman D, editors. Lonelinss: A Sourcebook of Current Theory, Research and Therapy. New York, NY, USA: John Wiley and Sons; 1982. pp. 1–18.
    1. Hyland P, Shevlin M, Cloitre M, Karatzias T, Vallières F, McGinty G, Fox R, Power JM. Quality not quantity: loneliness subtypes, psychological trauma, and mental health in the US adult population. Soc Psychiatry Psychiatr Epidemiol. 2019 Sep;54(9):1089–99. doi: 10.1007/s00127-018-1597-8.10.1007/s00127-018-1597-8
    1. Young JE. Loneliness, depression and cognitive therapy: theory and application. In: Peplau LA, Perlman D, editors. Lonelinss: A Sourcebook of Current Theory, Research and Therapy. New York, NY, USA: John Wiley & Sons; 1982. pp. 379–405.
    1. Cacioppo JT, Hawkley LC, Ernst JM, Burleson M, Berntson GG, Nouriani B, Spiegel D. Loneliness within a nomological net: an evolutionary perspective. J Res Pers. 2006 Dec;40(6):1054–85. doi: 10.1016/j.jrp.2005.11.007.
    1. Asher SR, Paquette JA. Loneliness and peer relations in childhood. Curr Dir Psychol Sci. 2016 Jun 23;12(3):75–8. doi: 10.1111/1467-8721.01233.
    1. Shiovitz-Ezra S, Ayalon L. Situational versus chronic loneliness as risk factors for all-cause mortality. Int Psychogeriatr. 2010 May;22(3):455–62. doi: 10.1017/S1041610209991426.S1041610209991426
    1. Cacioppo JT, Hawkley LC. Perceived social isolation and cognition. Trends Cogn Sci. 2009 Oct;13(10):447–54. doi: 10.1016/j.tics.2009.06.005. S1364-6613(09)00147-8
    1. Qualter P, Vanhalst J, Harris R, Van Roekel E, Lodder G, Bangee M, Maes M, Verhagen M. Loneliness across the life span. Perspect Psychol Sci. 2015 Mar;10(2):250–64. doi: 10.1177/1745691615568999.10/2/250
    1. Gardner WL, Pickett CL, Jefferis V, Knowles M. On the outside looking in: loneliness and social monitoring. Pers Soc Psychol Bull. 2005 Nov;31(11):1549–60. doi: 10.1177/0146167205277208.31/11/1549
    1. Watson J, Nesdale D. Rejection sensitivity, social withdrawal, and loneliness in young adults. J Appl Soc Psychol. 2012 Jun 14;42(8):1984–2005. doi: 10.1111/j.1559-1816.2012.00927.x.
    1. Spithoven AW, Bijttebier P, Goossens L. It is all in their mind: a review on information processing bias in lonely individuals. Clin Psychol Rev. 2017 Dec;58:97–114. doi: 10.1016/j.cpr.2017.10.003.S0272-7358(16)30333-6
    1. Bryan JL, Baker ZG, Tou RY. Prevent the blue, be true to you: authenticity buffers the negative impact of loneliness on alcohol-related problems, physical symptoms, and depressive and anxiety symptoms. J Health Psychol. 2017 Apr;22(5):605–16. doi: 10.1177/1359105315609090.1359105315609090
    1. Burke TJ, Woszidlo A, Segrin C. Social skills, family conflict, and loneliness in families. Commun Rep. 2012 Jul 8;25(2):75–87. doi: 10.1080/08934215.2012.719461.
    1. Leung L. Loneliness, self-disclosure, and ICQ ("I seek you") use. Cyberpsychol Behav. 2002 Jun;5(3):241–51. doi: 10.1089/109493102760147240.
    1. Preece DA, Goldenberg A, Becerra R, Boyes M, Hasking P, Gross JJ. Loneliness and emotion regulation. Pers Individ Dif. 2021 Oct;180:110974. doi: 10.1016/j.paid.2021.110974.
    1. Best T, Herring L, Clarke C, Kirby J, Gilbert P. The experience of loneliness: the role of fears of compassion and social safeness. Pers Individ Dif. 2021 Dec;183:111161. doi: 10.1016/j.paid.2021.111161.
    1. Collins NL, Miller LC. Self-disclosure and liking: a meta-analytic review. Psychol Bull. 1994 Nov;116(3):457–75. doi: 10.1037/0033-2909.116.3.457.
    1. Laurenceau JP, Barrett LF, Pietromonaco PR. Intimacy as an interpersonal process: the importance of self-disclosure, partner disclosure, and perceived partner responsiveness in interpersonal exchanges. J Pers Soc Psychol. 1998 May;74(5):1238–51. doi: 10.1037//0022-3514.74.5.1238.
    1. Butler EA, Egloff B, Wilhelm FH, Smith NC, Erickson EA, Gross JJ. The social consequences of expressive suppression. Emotion. 2003 Mar;3(1):48–67. doi: 10.1037/1528-3542.3.1.48.
    1. Plasencia ML, Taylor CT, Alden LE. Unmasking one’s true self facilitates positive relational outcomes. Clin Psychol Sci. 2016 Jun 23;4(6):1002–14. doi: 10.1177/2167702615622204.
    1. Neff KD, Beretvas SN. The role of self-compassion in romantic relationships. Self Identity. 2013 Jan;12(1):78–98. doi: 10.1080/15298868.2011.639548.
    1. Lathren CR, Rao SS, Park J, Bluth K. Self-compassion and current close interpersonal relationships: a scoping literature review. Mindfulness. 2021 May;12(5):1078–93. doi: 10.1007/s12671-020-01566-5.
    1. Bellucci G. Positive attitudes and negative expectations in lonely individuals. Sci Rep. 2020 Oct 29;10(1):18595. doi: 10.1038/s41598-020-75712-3. doi: 10.1038/s41598-020-75712-3.10.1038/s41598-020-75712-3
    1. Tsai FF, Reis HT. Perceptions by and of lonely people in social networks. Pers Relatsh. 2009 Jun;16(2):221–38. doi: 10.1111/j.1475-6811.2009.01220.x.
    1. Wei M, Russell DW, Zakalik RA. Adult attachment, social self-efficacy, self-disclosure, loneliness, and subsequent depression for freshman college students: a longitudinal study. J Couns Psychol. 2005 Oct;52(4):602–14. doi: 10.1037/0022-0167.52.4.602.
    1. Käll A, Shafran R, Lindegaard T, Bennett S, Cooper Z, Coughtrey A, Andersson G. A common elements approach to the development of a modular cognitive behavioral theory for chronic loneliness. J Consult Clin Psychol. 2020 Mar;88(3):269–82. doi: 10.1037/ccp0000454.2020-10232-007
    1. Santini ZI, Jose PE, York Cornwell E, Koyanagi A, Nielsen L, Hinrichsen C, Meilstrup C, Madsen KR, Koushede V. Social disconnectedness, perceived isolation, and symptoms of depression and anxiety among older Americans (NSHAP): a longitudinal mediation analysis. Lancet Public Health. 2020 Jan;5(1):e62–70. doi: 10.1016/S2468-2667(19)30230-0. S2468-2667(19)30230-0
    1. Michalska da Rocha B, Rhodes S, Vasilopoulou E, Hutton P. Loneliness in psychosis: a meta-analytical review. Schizophr Bull. 2018 Jan 13;44(1):114–25. doi: 10.1093/schbul/sbx036. 3076228
    1. Ernst M, Klein EM, Beutel ME, Brähler E. Gender-specific associations of loneliness and suicidal ideation in a representative population sample: young, lonely men are particularly at risk. J Affect Disord. 2021 Nov 01;294:63–70. doi: 10.1016/j.jad.2021.06.085.S0165-0327(21)00673-X
    1. Gomboc V, Krohne N, Lavrič M, Podlogar T, Poštuvan V, Zadravec Šedivy N, De Leo D. Emotional and social loneliness as predictors of suicidal ideation in different age groups. Community Ment Health J. 2022 Feb;58(2):311–20. doi: 10.1007/s10597-021-00823-8.10.1007/s10597-021-00823-8
    1. Griffin SC, Williams AB, Ravyts SG, Mladen SN, Rybarczyk BD. Loneliness and sleep: a systematic review and meta-analysis. Health Psychol Open. 2020;7(1):2055102920913235. doi: 10.1177/2055102920913235. 10.1177_2055102920913235
    1. VanderWeele TJ, Hawkley LC, Cacioppo JT. On the reciprocal association between loneliness and subjective well-being. Am J Epidemiol. 2012 Nov 01;176(9):777–84. doi: 10.1093/aje/kws173. kws173
    1. Cacioppo JT, Hawkley LC, Thisted RA. Perceived social isolation makes me sad: 5-year cross-lagged analyses of loneliness and depressive symptomatology in the Chicago Health, Aging, and Social Relations Study. Psychol Aging. 2010 Jun;25(2):453–63. doi: 10.1037/a0017216. 2010-11857-019
    1. Cacioppo JT, Hughes ME, Waite LJ, Hawkley LC, Thisted RA. Loneliness as a specific risk factor for depressive symptoms: cross-sectional and longitudinal analyses. Psychol Aging. 2006 Mar;21(1):140–51. doi: 10.1037/0882-7974.21.1.140.2006-03906-014
    1. Lim MH, Rodebaugh TL, Zyphur MJ, Gleeson JF. Loneliness over time: the crucial role of social anxiety. J Abnorm Psychol. 2016 Jul;125(5):620–30. doi: 10.1037/abn0000162.2016-21271-001
    1. Hickin N, Käll A, Shafran R, Sutcliffe S, Manzotti G, Langan D. The effectiveness of psychological interventions for loneliness: a systematic review and meta-analysis. Clin Psychol Rev. 2021 Aug;88:102066. doi: 10.1016/j.cpr.2021.102066.S0272-7358(21)00109-4
    1. Masi CM, Chen HY, Hawkley LC, Cacioppo JT. A meta-analysis of interventions to reduce loneliness. Pers Soc Psychol Rev. 2011 Aug;15(3):219–66. doi: 10.1177/1088868310377394. 1088868310377394
    1. Poscia A, Stojanovic J, La Milia DI, Duplaga M, Grysztar M, Moscato U, Onder G, Collamati A, Ricciardi W, Magnavita N. Interventions targeting loneliness and social isolation among the older people: an update systematic review. Exp Gerontol. 2018 Feb;102:133–44. doi: 10.1016/j.exger.2017.11.017.S0531-5565(17)30520-X
    1. Ma R, Mann F, Wang J, Lloyd-Evans B, Terhune J, Al-Shihabi A, Johnson S. The effectiveness of interventions for reducing subjective and objective social isolation among people with mental health problems: a systematic review. Soc Psychiatry Psychiatr Epidemiol. 2020 Jul;55(7):839–76. doi: 10.1007/s00127-019-01800-z. 10.1007/s00127-019-01800-z
    1. Andersson G. Internet-delivered psychological treatments. Annu Rev Clin Psychol. 2016;12:157–79. doi: 10.1146/annurev-clinpsy-021815-093006.
    1. Lau S, Gruen GE. The social stigma of loneliness: effect of target person's and perceiver's sex. Pers Soc Psychol Bull. 1992 Apr;18(2):182–9. doi: 10.1177/0146167292182009.
    1. Käll A, Jägholm S, Hesser H, Andersson F, Mathaldi A, Norkvist BT, Shafran A, Andersson S. Internet-based cognitive behavior therapy for loneliness: a pilot randomized controlled trial. Behav Ther. 2020 Jan;51(1):54–68. doi: 10.1016/j.beth.2019.05.001.S0005-7894(19)30047-4
    1. Soucy JN, Hadjistavropoulos HD. Treatment acceptability and preferences for managing severe health anxiety: perceptions of Internet-delivered cognitive behaviour therapy among primary care patients. J Behav Ther Exp Psychiatry. 2017 Dec;57:14–24. doi: 10.1016/j.jbtep.2017.02.002.S0005-7916(16)30257-9
    1. Käll A, Backlund U, Shafran R, Andersson A. Lonesome no more? A two-year follow-up of internet-administered cognitive behavioral therapy for loneliness. Internet Interv. 2020 Mar;19:100301. doi: 10.1016/j.invent.2019.100301. S2214-7829(19)30126-5
    1. Käll A, Bäck M, Welin C, Åman H, Bjerkander R, Wänman M, Lindegaard T, Berg A, Moche M, Shafran H, Andersson M. Therapist-guided internet-based treatments for loneliness: a randomized controlled three-arm trial comparing cognitive behavioral therapy and interpersonal psychotherapy. Psychother Psychosom. 2021;90(5):351–8. doi: 10.1159/000516989. 000516989
    1. Bouwman TE, Aartsen MJ, van Tilburg TG, Stevens NL. Does stimulating various coping strategies alleviate loneliness? Results from an online friendship enrichment program. J Soc Pers Relat. 2017 Sep;34(6):793–811. doi: 10.1177/0265407516659158. 10.1177_0265407516659158
    1. Bouwman T, van Tilburg T, Aartsen M. Attrition in an online loneliness intervention for adults aged 50 years and older: survival analysis. JMIR Aging. 2019 Jul 24;2(2):e13638. doi: 10.2196/13638. v2i2e13638
    1. Moshe I, Terhorst Y, Philippi P, Domhardt M, Cuijpers P, Cristea I, Pulkki-Råback L, Baumeister H, Sander L. Digital interventions for the treatment of depression: a meta-analytic review. Psychol Bull. 2021 Aug;147(8):749–86. doi: 10.1037/bul0000334.2022-09577-001
    1. Study Website SOLUS. SOLUS. [2022-06-16]. .
    1. Online self-help and psychotherapy at the University of Bern. Department of Clinical Psychology and Psychotherapy, University of Bern. 2021. [2022-06-16].
    1. Bur OT, Krieger T, Moritz S, Klein JP, Berger T. Optimizing the context of support of Web-based self-help in individuals with mild to moderate depressive symptoms: a randomized full factorial trial. Behav Res Ther. 2022 May;152:104070. doi: 10.1016/j.brat.2022.104070. S0005-7967(22)00041-9
    1. Brog NA, Hegy JK, Berger T, Znoj H. Effects of an Internet-based self-help intervention for psychological distress due to COVID-19: results of a randomized controlled trial. Internet Interv. 2022 Mar;27:100492. doi: 10.1016/j.invent.2021.100492. S2214-7829(21)00132-9
    1. Mohr DC, Cuijpers P, Lehman K. Supportive accountability: a model for providing human support to enhance adherence to eHealth interventions. J Med Internet Res. 2011 Mar 10;13(1):e30. doi: 10.2196/jmir.1602. v13i1e30
    1. Luhmann M, Bohn J, Holtmann J, Koch T, Eid M. I’m lonely, can’t you tell? Convergent validity of self- and informant ratings of loneliness. J Res Pers. 2016 Apr;61:50–60. doi: 10.1016/j.jrp.2016.02.002.
    1. Döring N, Bortz J. Psychometrische Einsamkeitsforschung: Deutsche Neukonstruktion der UCLA Loneliness Scale. Diagnostica. 1993;39(3):224–39.
    1. Russell DW. UCLA Loneliness Scale (Version 3): reliability, validity, and factor structure. J Pers Assess. 1996 Feb;66(1):20–40. doi: 10.1207/s15327752jpa6601_2.
    1. Hawkley LC, Browne MW, Cacioppo JT. How can I connect with thee? Let me count the ways. Psychol Sci. 2005 Oct;16(10):798–804. doi: 10.1111/j.1467-9280.2005.01617.x.PSCI1617
    1. Cacioppo JT, Adler AB, Lester PB, McGurk D, Thomas JL, Chen HY, Cacioppo S. Building social resilience in soldiers: a double dissociative randomized controlled study. J Pers Soc Psychol. 2015 Jul;109(1):90–105. doi: 10.1037/pspi0000022.2015-27324-002
    1. Shiovitz-Ezra S, Ayalon L. Use of direct versus indirect approaches to measure loneliness in later life. Res Aging. 2011 Dec 14;34(5):572–91. doi: 10.1177/0164027511423258.
    1. Hughes ME, Waite LJ, Hawkley LC, Cacioppo JT. A short scale for measuring loneliness in large surveys: results from two population-based studies. Res Aging. 2004;26(6):655–72. doi: 10.1177/0164027504268574.
    1. Klein E, Zenger M, Tibubos AN, Ernst M, Reiner I, Schmalbach B, Brähler E, Beutel ME. Loneliness and its relation to mental health in the general population: validation and norm values of a brief measure. J Affect Disord Rep. 2021 Apr;4:100120. doi: 10.1016/j.jadr.2021.100120.
    1. Kroenke K, Spitzer RL, Williams JB. The PHQ-9: validity of a brief depression severity measure. J Gen Intern Med. 2001 Sep;16(9):606–13. doi: 10.1046/j.1525-1497.2001.016009606.x. jgi01114
    1. Löwe B, Kroenke K, Herzog B, Gräfe K. Measuring depression outcome with a brief self-report instrument: sensitivity to change of the Patient Health Questionnaire (PHQ-9) J Affect Disord. 2004 Jul;81(1):61–6. doi: 10.1016/S0165-0327(03)00198-8.S0165032703001988
    1. Peters L, Sunderland M, Andrews G, Rapee RM, Mattick RP. Development of a short form Social Interaction Anxiety (SIAS) and Social Phobia Scale (SPS) using nonparametric item response theory: the SIAS-6 and the SPS-6. Psychol Assess. 2012 Mar;24(1):66–76. doi: 10.1037/a0024544.2011-13975-001
    1. Diener E, Emmons RA, Larsen RJ, Griffin S. The satisfaction with life scale. J Pers Assess. 1985 Feb;49(1):71–5. doi: 10.1207/s15327752jpa4901_13.
    1. Schumacher J. Satisfaction with life scale. In: Schumacher J, Klaiberg A, Brähler E, editors. Diagnostische Verfahren zu Lebensqualität und Wohlbefinden. Göttingen, Germany: Hogrefe Publishing; 2003. pp. 305–9.
    1. Hinz A, Conrad I, Schroeter ML, Glaesmer H, Brähler E, Zenger M, Kocalevent RD, Herzberg E. Psychometric properties of the Satisfaction with Life Scale (SWLS), derived from a large German community sample. Qual Life Res. 2018 Jun;27(6):1661–70. doi: 10.1007/s11136-018-1844-1.10.1007/s11136-018-1844-1
    1. von Collani G, Herzberg PY. Eine revidierte Fassung der deutschsprachigen Skala zum Selbstwertgefühl von Rosenberg. Zeitschrift für Differentielle und Diagnostische Psychologie. 2003 Mar;24(1):3–7. doi: 10.1024//0170-1789.24.1.3.
    1. Rosenberg M. Society and the Adolescent Self-Image. Princeton, NJ, USA: Princeton University Press; 1965.
    1. Cohen S, Doyle WJ, Skoner DP, Rabin BS, Gwaltney JM. Social ties and susceptibility to the common cold. JAMA. 1997 Jun 25;277(24):1940–4.
    1. Liebke L, Bungert M, Thome J, Hauschild S, Gescher DM, Schmahl C, Bohus M, Lis S. Loneliness, social networks, and social functioning in borderline personality disorder. Personal Disord. 2017 Oct;8(4):349–56. doi: 10.1037/per0000208.2016-38176-001
    1. Kerber A, Schultze M, Müller S, Rühling RM, Wright AG, Spitzer C, Krueger RF, Knaevelsrud S, Zimmermann RM. Development of a short and ICD-11 compatible measure for maladaptive personality traits using ant colony optimization algorithms. Assessment. 2022 Apr;29(3):467–87. doi: 10.1177/1073191120971848.
    1. Krueger RF, Derringer J, Markon KE, Watson D, Skodol AE. Initial construction of a maladaptive personality trait model and inventory for DSM-5. Psychol Med. 2012 Sep;42(9):1879–90. doi: 10.1017/S0033291711002674. S0033291711002674
    1. Zimmermann J, Müller S, Bach B, Hutsebaut J, Hummelen B, Fischer F. A common metric for self-reported severity of personality disorder. Psychopathology. 2020 May 19;53(3-4):168–78. doi: 10.1159/000507377.
    1. Ladwig I, Rief W, Nestoriuc Y. Welche Risiken und Nebenwirkungen hat Psychotherapie? - Entwicklung des Inventars zur Erfassung Negativer Effekte von Psychotherapie (INEP) Verhaltenstherapie. 2014 Oct 30;24(4):252–63. doi: 10.1159/000367928.
    1. Schmidt J, Lamprecht F, Wittmann WW. Zufriedenheit mit der stationären Versorgung. Entwicklung eines Fragebogens und erste Validitätsuntersuchungen. Psychother Psychosom Med Psychol. 1989 Jul;39(7):248–55.
    1. Kriz D, Nübling R, Steffanowski A, Wittmann WW, Schmidt J. Patientenzufriedenheit in der stationären rehabilitation: psychometrische Reanalyse des ZUF-8 auf der Basis multizentrischer Stichproben verschiedener Indikation. Z Med Psychol. 2008;17(2-3):67–79.
    1. Brooke J. SUS: a 'quick and dirty' usability scale. In: Jordan PW, Thomas B, McClelland IL, Weerdmeester B, editors. Usability Evaluation in Industry. London, UK: Taylor & Francis; 1996. pp. 189–94.
    1. Margraf J, Cwik JC, Pflug V, Schneider S. Strukturierte klinische Interviews zur Erfassung psychischer Störungen über die Lebensspanne. Z Klin Psychol Psychother. 2017 Jul;46(3):176–86. doi: 10.1026/1616-3443/a000430.
    1. Brettschneider M, Neumann P, Berger T, Renneberg B, Boettcher J. Internet-based interpretation bias modification for social anxiety: a pilot study. J Behav Ther Exp Psychiatry. 2015 Dec;49(Pt A):21–9. doi: 10.1016/j.jbtep.2015.04.008.S0005-7916(15)00055-5
    1. Voncken MJ, Bögels SM, de Vries K. Interpretation and judgmental biases in social phobia. Behav Res Ther. 2003 Dec;41(12):1481–8. doi: 10.1016/s0005-7967(03)00143-8.S0005796703001438
    1. Badra M, Schulze L, Becker ES, Vrijsen JN, Renneberg B, Zetsche U. The association between ruminative thinking and negative interpretation bias in social anxiety. Cogn Emot. 2017 Sep;31(6):1234–42. doi: 10.1080/02699931.2016.1193477.
    1. Berenson KR, Gyurak A, Ayduk O, Downey G, Garner MJ, Mogg K, Bradley BP, Pine DS. Rejection sensitivity and disruption of attention by social threat cues. J Res Pers. 2009 Dec 01;43(6):1064–72. doi: 10.1016/j.jrp.2009.07.007.
    1. Downey G, Feldman SI. Implications of rejection sensitivity for intimate relationships. J Pers Soc Psychol. 1996 Jun;70(6):1327–43. doi: 10.1037//0022-3514.70.6.1327.
    1. Bungert M, Liebke L, Thome J, Haeussler K, Bohus M, Lis S. Rejection sensitivity and symptom severity in patients with borderline personality disorder: effects of childhood maltreatment and self-esteem. Borderline Personal Disord Emot Dysregul. 2015;2:4. doi: 10.1186/s40479-015-0025-x. 25
    1. Ottenbreit ND, Dobson KS. Avoidance and depression: the construction of the cognitive-behavioral avoidance scale. Behav Res Ther. 2004 Mar;42(3):293–313. doi: 10.1016/S0005-7967(03)00140-2.S0005796703001402
    1. Röthlin P, Grosse Holtforth M, Bergomi C, Berking M, Ottenbreit ND, Caspar F. Vermeidung und depression. Diagnostica. 2010 Jan 22;56(1):46–55. doi: 10.1026/0012-1924/a000008.
    1. Kahn JH, Hessling RM. Measuring the tendency to conceal versus disclose psychological distress. J Soc Clin Psychol. 2001 Mar;20(1):41–65. doi: 10.1521/jscp.20.1.41.22254.
    1. Kahn JH, Hucke BE, Bradley AM, Glinski AJ, Malak BL. The Distress Disclosure Index: a research review and multitrait-multimethod examination. J Couns Psychol. 2012 Jan;59(1):134–49. doi: 10.1037/a0025716.2011-24371-001
    1. Bond MJ, Strauss NE, Wickham RE. Development and validation of the Kernis-Goldman authenticity inventory-short form (KGAI-SF) Pers Individ Dif. 2018 Nov;134:1–6. doi: 10.1016/j.paid.2018.05.033.
    1. Kernis MH, Goldman BM. A multicomponent conceptualization of authenticity: theory and research. Adv Exp Soc Psychol. 2006;38:283–357. doi: 10.1016/s0065-2601(06)38006-9.
    1. Gu J, Baer R, Cavanagh K, Kuyken W, Strauss C. Development and psychometric properties of the Sussex-Oxford Compassion Scales (SOCS) Assessment. 2020 Jan;27(1):3–20. doi: 10.1177/1073191119860911.
    1. Znoj H. Berner Verbitterungs-Inventar. Göttingen, Germany: Hogrefe Publishing; 2008.
    1. Thomas V, Azmitia M. Motivation matters: development and validation of the Motivation for Solitude Scale - Short Form (MSS-SF) J Adolesc. 2019 Jan;70:33–42. doi: 10.1016/j.adolescence.2018.11.004.S0140-1971(18)30195-7
    1. Munder T, Wilmers F, Leonhart R, Linster HW, Barth J. Working Alliance Inventory-Short Revised (WAI-SR): psychometric properties in outpatients and inpatients. Clin Psychol Psychother. 2010;17(3):231–9. doi: 10.1002/cpp.658.
    1. Gómez Penedo JM, Berger T, Grosse Holtforth M, Krieger T, Schröder J, Hohagen F, Meyer B, Moritz S, Klein JP. The Working Alliance Inventory for guided Internet interventions (WAI-I) J Clin Psychol. 2020 Jun;76(6):973–86. doi: 10.1002/jclp.22823.
    1. Bührlen B, Gerdes N, Jäckel WH. [Development and psychometric testing of a patient questionnaire for medical rehabilitation (IRES-3)] Rehabilitation (Stuttg) 2005 Apr;44(2):63–74. doi: 10.1055/s-2004-834687.
    1. Schmidt S, Strauss B, Höger D, Brähler E. Die Adult Attachment Scale (AAS) - Teststatistische Prüfung und Normierung der deutschen Version. Psychother Psychosom Med Psychol. 2004;54(9-10):375–82. doi: 10.1055/s-2003-815000.
    1. Collins NL, Read SJ. Adult attachment, working models, and relationship quality in dating couples. J Pers Soc Psychol. 1990 Apr;58(4):644–63. doi: 10.1037//0022-3514.58.4.644.
    1. Wingenfeld K, Spitzer C, Mensebach C, Grabe HJ, Hill A, Gast U, Schlosser N, Höpp H, Beblo T, Driessen M. Die deutsche Version des Childhood Trauma Questionnaire (CTQ): Erste Befunde zu den psychometrischen Kennwerten. Psychother Psychosom Med Psychol. 2010 Nov;60(11):442–50. doi: 10.1055/s-0030-1247564.
    1. Bernstein DP, Stein JA, Newcomb MD, Walker E, Pogge D, Ahluvalia T, Stokes J, Handelsman L, Medrano M, Desmond D, Zule W. Development and validation of a brief screening version of the Childhood Trauma Questionnaire. Child Abuse Negl. 2003 Feb;27(2):169–90. doi: 10.1016/s0145-2134(02)00541-0.S0145213402005410
    1. Faul F, Erdfelder E, Lang A, Buchner A. G*Power 3: a flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behav Res Methods. 2007 May;39(2):175–91. doi: 10.3758/bf03193146.
    1. Baumeister H, Reichler L, Munzinger M, Lin J. The impact of guidance on Internet-based mental health interventions — a systematic review. Internet Interv. 2014 Oct;1(4):205–15. doi: 10.1016/j.invent.2014.08.003.
    1. Graham JW. Missing data analysis: making it work in the real world. Annu Rev Psychol. 2009;60:549–76. doi: 10.1146/annurev.psych.58.110405.085530.
    1. Cohen J. A power primer. Psychol Bull. 1992 Jul;112(1):155–9. doi: 10.1037//0033-2909.112.1.155.
    1. Jacobson NS, Truax P. Clinical significance: a statistical approach to defining meaningful change in psychotherapy research. J Consult Clin Psychol. 1991 Feb;59(1):12–9. doi: 10.1037//0022-006x.59.1.12.
    1. Preacher KJ, Hayes AF. SPSS and SAS procedures for estimating indirect effects in simple mediation models. Behav Res Methods Instrum Comput. 2004 Nov;36(4):717–31. doi: 10.3758/bf03206553.
    1. Aiken LS, West SG. Multiple Regression: Testing and Interpreting Interactions. Thousand Oaks, CA, USA: Sage Publications; 1991.
    1. Hayes AF. Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-based Approach. 2nd edition. New York, NY, USA: The Guilford Press; 2018.
    1. Wang J, Mann F, Lloyd-Evans B, Ma R, Johnson S. Associations between loneliness and perceived social support and outcomes of mental health problems: a systematic review. BMC Psychiatry. 2018 May 29;18(1):156. doi: 10.1186/s12888-018-1736-5. 10.1186/s12888-018-1736-5
    1. Holt-Lunstad J. Why social relationships are important for physical health: a systems approach to understanding and modifying risk and protection. Annu Rev Psychol. 2018 Jan 04;69:437–58. doi: 10.1146/annurev-psych-122216-011902.
    1. Holt-Lunstad J. Social connection as a public health issue: the evidence and a systemic framework for prioritizing the "social" in social determinants of health. Annu Rev Public Health. 2022 Apr 05;43:193–213. doi: 10.1146/annurev-publhealth-052020-110732.

Source: PubMed

3
Tilaa