Personal growth initiative (PGI) is an important predictor of well-being. In the current study, we translated the Personal Growth Initiative Scale–II (PGIS-II) into German and investigated its psychometric properties. Our sample consisted of 210 adults gathered from Germany’s Mechanical Turk. The German PGIS-II showed evidence of a bifactor structure, with the total score providing the best representation. Results also indicated measurement invariance through the partial scalar level with the English PGIS-II given to a sample of 854 college students in the United States. The PGIS-II’s scores were positively related to general self-efficacy, internal locus of control, and positive affect, as well as evidenced small relations with external locus of control, negative affect, stress, and social desirability. Together, the results showed evidence for the psychometric properties of the German PGIS-II and the potential importance of PGI in German samples.
AllportG. W. (1955). Becoming: Basic considerations for a psychology of personality. Yale University Press.
2.
BhattacharyaA.MehrotraS. (2014). Personal Growth Initiative Scale: How does it perform in Indian youth samples?Journal of the Indian Academy of Applied Psychology, 40(1), 122–129.
3.
BlackieL. E. R.JayawickremeE.ForgeardM. J. C.JayawickremeN. (2015). The protective function of personal growth initiative among a genocide-affected population in Rwanda. Psychological Trauma: Theory, Research, Practice, and Policy, 7(4), 333–339. https://doi.org/10.1037/tra0000010
BorowaD.KossakowskaM. M.HarmonK. A.RobitschekC. (2020). Personal growth initiative’s relation to life meaning and satisfaction in a Polish sample. Current Psychology, 39(1), 1648–1660. https://doi.org/10.1007/s12144-018-9862-2
6.
BreyerB.BluemkeM. (2016). Deutsche Version der Positive and Negative Affect Schedule PANAS [German version of the Positive and Negative Affect Schedule PANAS]. Zusammenstellung sozialwissenschaftlicher Items und Skalen. https://doi.org/10.6102/zis242
7.
BurnhamK. P.AndersonD. R. (2004). Multimodel inference: Understanding AIC and BIC in model selection. Sociological Methods & Research, 33(2), 261–304. https://doi.org/10.1177/0049124104268644
ByrneB. M. (2012). Structural equation modeling with Mplus. Routledge.
10.
ChenF. F. (2007). Sensitivity of goodness of fit indexes to lack of measurement invariance. Structural Equation Modeling: A Multidisciplinary Journal, 14(3), 464–504. http://doi.org/10.1080/10705510701301834
11.
CohenS.KamarckT.MermelsteinR. (1983). A global measure of perceived stress. Journal of Health and Social Behavior, 24(4), 385–396. https://doi.org/10.2307/2136404
12.
DanitzS. B.OrsilloS. M.BeardC.BjörgvinssonT. (2018). The relationship between personal growth and psychological functioning in individuals treated in a partial hospital setting. Journal of Clinical Psychology, 74(10), 1759–1774. https://doi.org/10.1002/jclp.22627
13.
DifallahD.FilatovaE.IpeirotisP. (2018). Demographics and dynamics of Mechanical Turk workers. Proceedings of WSDM 2018: The Eleventh ACM International Conference on Web Search and Data Mining. Marina Del Rey, California, USA. https://doi.org/10.1145/3159652.3159661
FischerR.KarlJ. A. (2019). A primer to (cross-cultural) multi-group invariance testing possibilities in R. Methods, Frontiers in Psychology, 10. https://doi.org/10.3389/fpsyg.2019.01507
16.
GregorM. A.WeigoldI. K.WolfeG.Campbell-HalfakerD.Martin-FernandezJ.Ganginis Del PinoH. V. (2021). Positive predictors of career adaptability among diverse community college students. Journal of Career Assessment, 29(1), 115–128. https://doi.org/10.1177/1069072720932537
International Test Commission. (2017). The ITC guidelines for translating and adapting tests (2nd ed.). www.InTestCom.org
19.
JooB.-K.ParkS.LeeS. (2020). Personal growth initiative: The effects of person–organization fit, work empowerment and authentic leadership. International Journal of Manpower, 42(3), 502–517. https://doi.org/10.1108/IJM-02-2020-0056
20.
KarwetzkyC.MichaelsenM. M.WerdeckerL.EschT. (2022). The U-curve of happiness revisited: Correlations and differences in life satisfaction over the span of life–An empirical evaluation based on data from 1,597 individuals aged 12–94 in Germany. Frontiers in Psychology, 13, Article 837638. https://doi.org/10.3389/fpsyg.2022.837638
21.
KarwetzkyC.WerdeckerL.EschT. (2021). What matters most in life? A German cohort study on the sources of meaning and their neurobiological foundations in four age groups. Frontiers in Psychology, 12, Article 777751. https://doi.org/10.3389/fpsyg.2021.777751
KimH.-Y. (2013). Statistical notes for clinical researchers: Assessing normal distribution (2) using skewness and kurtosis. Restorative Dentistry & Endodontics, 38(1), 52–54. https://doi.org/10.5395/rde.2013.38.1.52
24.
KlineR. B. (2016). Principles and practice of structural equation modeling (4th ed.). Guilford.
25.
KolenikovS.BollenK. A. (2012). Testing negative error variances: Is a Heywood case a symptom of misspecification?Sociological Methods & Research, 41(1), 124–167. https://doi.org/10.1177/0049124112442138
26.
**KovalevaA. (2012). The IE-4: Construction and validation of a short scale for the assessment of locus of control [Dissertation, GESIS–Leibniz-Institut für Sozialwissenschaften]. Social Science Open Access Repository. https://nbn-resolving.org/urn:nbn:de:0168-ssoar-371199
Magyar-MoeJ. L.OwensR. L.ScheelM. J. (2015). Applications of positive psychology in counseling psychology: Current status and future directions. The Counseling Psychologist, 43(4), 494–507. https://doi.org/10.1177/0011000015581001
29.
MangelsdorfJ. (2017). Coping with childbirth: Brain structural associations of personal growth initiative. Frontiers in Psychology, 8, Article 1829. https://doi.org/10.3389/fpsyg.2017.01829
30.
MuthénL. K.MuthénB. O. (1998–2017). Mplus user’s guide (8th ed.).
31.
ParentM. C. (2013). Handling item-level missing data: Simpler is just as good. The Counseling Psychologist, 41(4), 568–600. https://doi.org/10.1177/0011000012445176
32.
ProchaskaJ. O.NorcrossJ. C.DiClementeC. C. (2013). Applying the stages of change. In KoocherG. P.NorcrossJ. C.GreeneB. A. (Eds.), Psychologists’ desk reference (pp. 176–181). Oxford University Press. https://doi.org/10.1093/med:psych/9780199845491.003.0034
33.
PutnickD. L.BornsteinM. H. (2016). Measurement invariance conventions and reporting: The state of the art and future directions for psychological research. Developmental Review, 41, 71–90. https://doi.org/10.1016/j.dr.2016.06.004
34.
ReisD.LehrD.HeberE.EbertD. D. (2019). The German version of the Perceived Stress Scale (PSS-10): Evaluation of dimensionality, validity, and measurement invariance with exploratory and confirmatory bifactor modeling. Assessment, 26(7), 1246–1259. https://doi.org/10.1177/1073191117715731
35.
ReiseS. P.MooreT. M.HavilandM. G. (2010). Bifactor models and rotations: Exploring the extent to which multidimensional data yield univocal scale scores. Journal of Personality Assessment, 92(6), 544–559. https://doi.org/10.1080/00223891.2010.496477
36.
ReiseS. P.ScheinesR.WidamanK. F.HavilandM. G. (2013). Multidimensionality and structural coefficient bias in structural equation modeling: A bifactor perspective. Educational and Psychological Measurement, 73(1), 5–26. https://doi.org/10.1177/0013164412449831
37.
RobitschekC. (1998). Personal growth initiative: The construct and its measure. Measurement and Evaluation in Counseling and Development, 30(4), 183–198. https://doi.org/10.1080/07481756.1998.12068941
38.
RobitschekC.AshtonM. W.SperingC. C.GeigerN.ByersD.SchottsG. C.ThoenM. A. (2012). Development and psychometric evaluation of the Personal Growth Initiative Scale–II. Journal of Counseling Psychology, 59(2), 274–287. https://doi.org/10.1037/a0027310
39.
RobitschekC.CookS. W. (1999). The influence of personal growth initiative and coping styles on career exploration and vocational identity. Journal of Vocational Behavior, 54(1), 127–141. https://doi.org/10.1006/jvbe.1998.1650
40.
RobitschekC.KashubeckS. (1999). A structural model of parental alcoholism, family functioning, and psychological health: The mediating effects of hardiness and personal growth orientation. Journal of Counseling Psychology, 46(2), 159–172. https://doi.org/10.1037/0022-0167.46.2.159
41.
RobitschekC.ThoenM. A. (2015). Personal growth and development. In WadeJ. C.MarksL. I.HetzelR. D. (Eds.), Positive psychology on the college campus (pp. 219–238). Oxford.
42.
SchwarzerR.BäβlerJ.KwiatekP.SchröderK.ZhangJ. X. (1997). The assessment of optimistic self-beliefs: Comparison of the German, Spanish, and Chinese versions of the General Self-Efficacy Scale. Applied Psychology: An International Review, 46(1), 69–88. https://doi.org/10.1111/j.1464-0597.1997.tb01096.x
43.
SchwarzerR.JerusalemM. (1995). Generalized Self-Efficacy Scale. In WeinmanJ.WrightS.JohnstonM. (Eds.), Measures in health psychology: A user’s portfolio. Causal and control beliefs (pp. 35–37). NFER-NELSON.
44.
ShigemotoY.ThoenM. A.RobitschekC.AshtonM. W. (2015). Assessing measurement invariance of the Personal Growth Initiative Scale-II among Hispanics, African Americans, and European Americans. Journal of Counseling Psychology, 62(3), 537–544. http://doi.org/10.1037/cou0000075
45.
StöberJ. (1999). Die Soziale-Erwünschtheits-Skala-17 (SES-17): Entwicklung und erste Befunde zu Reliabilität und Validität [The Social Desirability Scale-17 (SDS-17): Development and first findings on reliability and validity]. Diagnostica, 45(4), 173–177. https://doi.org/10.1026//0012-1924.45.4.173
46.
ThoenM. A.RobitschekC. (2013). Intentional growth training: Developing an intervention to increase personal growth initiative. Applied Psychology: Health and Well-Being, 5(2), 149–170. http://doi.org/10.1111/aphw.12001
47.
WagnerB.MaerckerA. (2010). Trauma and posttraumatic growth in Germany. In WeissT.BergerR. (Eds.), Posttraumatic growth and culturally competent practice: Lessons learned from around the globe. John Wiley & Sons.
48.
WaltherL.AmannJ.FlickU.TaT. M. T.BajboujM.HahnE. (2021). A qualitative study on resilience in adult refugees in Germany. BMC Public Health, 21, Article 828. https://doi.org/10.1186/s12889-021-10817-6
49.
WatsonD.ClarkL. A.TellegenA. (1988). Development and validation of brief measures of positive and negative affect: The PANAS scales. Journal of Personality and Social Psychology, 54(6), 1063–1070. http://doi.org/10.1037/0022-3514.54.6.1063
50.
WattsA.MakolB. A.PalumboI. M.De Los ReyesA.OlinoT. M.LatzmanR. D.DeYoungC. G.WoodP. K.SherK. J. (2022). How robust is the p factor? Using multitrait-multimethod modeling to inform the meaning of general factors of youth psychopathology. Clinical Psychological Science, 10(4), 640–661. https://doi.org/10.1177/21677026211055170
51.
WehrleK.KleheU.-C.KiraM.ZikicJ. (2018). Can I come as I am? Refugees’ vocational identity threats, coping, and growth. Journal of Vocational Behavior, 105, 83–101. https://doi.org/10.1016/J.JVB.2017.10.010
52.
WeigoldI. K.BoyleR. A.WeigoldA.AntonucciS. Z.MitchellH. B.Martin-WagarC. A. (2018). Personal growth initiative in the therapeutic process: An exploratory study. The Counseling Psychologist, 46(4), 481–504. https://doi.org/10.1177/0011000018774541
53.
WeigoldI. K.PorfeliE. J.WeigoldA. (2013). Examining tenets of personal growth initiative using the Personal Growth Initiative Scale–II. Psychological Assessment, 25(4), 1396–1403. https://doi.org/10.1037/a0034104
54.
WeigoldI. K.WeigoldA.BoyleR. A.Martin-WagarC. A.AntonucciS. Z. (2018). Factor structure of the Personal Growth Initiative Scale–II: Evidence of a bifactor model. Journal of Counseling Psychology, 65(2), 259–266. https://doi.org/10.1037/cou0000254
55.
WeigoldI. K.WeigoldA.LingS.JangM. (2021). College as a growth opportunity: Assessing personal growth initiative and self-determination theory. Journal of Happiness Studies, 22(5), 2143–2163. https://doi.org/10.1007/s10902-020-00312-x
56.
WeigoldI. K.WeigoldA.RussellE. J.DrakefordN. M. (2014). Examination of the psychometric properties of the Personal Growth Initiative Scale–II in African American college students. Assessment, 21(6), 754–764. https://doi.org/10.1177/1073191114524019
57.
WeigoldI. K.WeigoldA.RussellE. J.WolfeG. L.ProwellJ. L.Martin-WagarC. A. (2020). Personal growth initiative and mental health: A meta-analysis. Journal of Counseling & Development, 98(4), 376–390.
58.
WullenkordM. C.TrögerJ.HamannK. R. S.LoyL. S.ReeseG. (2021). Anxiety and climate change: A validation of the Climate Anxiety Scale in a German-speaking quota sample and an investigation of psychological correlates. Climate Change, 168(20), 1–23. https://doi.org/10.1007/s10584-021-03234-6
59.
YakuninaE. S.WeigoldI. K.WeigoldA. (2013). Personal growth initiative: Relations with acculturative stress and international student adjustment. International Perspectives in Psychology: Research, Practice, Consultation, 2(1), 62–71. https://doi.org/10.1037/a0030888
60.
YangH.ChangE. C. (2014). Examining the structure, reliability, and validity of the Chinese Personal Growth Initiative Scale-II: Evidence for the importance of intentional self-change among Chinese. Journal of Personality Assessment, 96(5), 1–8. https://doi.org/10.1080/00223891.2014.886256
61.
ZamanS.NaqviI. (2018). Role of personal growth initiative as a moderator between stress and mental health among adolescents. Pakistan Journal of Psychological Research, 33(1), 123–147.
