The present research aims to develop and validate a measure of resilience that reflects the influence of Confucian philosophies and Chinese cultural lay beliefs. Based on a representative sample of 1,419 college students from universities and a clinical sample of 214 cardiac patients in Hong Kong, reliability, construct validity, and criterion validity of the Resilience Style Questionnaire (RSQ) were examined. A two-factor structure of the RSQ was explored and validated in both samples. Results showed that the two factors of the RSQ (i.e., perseverance and optimistic approach to life) were significantly associated with a variety of mental health indicators in both samples. Furthermore, the RSQ explained additional variances above and beyond those explained by the Ego-Resiliency Scale, the Sense of Coherence Scale (SOC), and the Connor–Davidson Resilience Scale in multiple mental health indicators among college students and cardiac patients. These findings showed that the RSQ is a reliable and valid tool in assessing resilience among Chinese and other groups influenced by Confucianism.
AndrewsF. M.WitheyS. B. (1976). Social indicators of well-being: America’s perception of life quality. New York, NY: Plenum Press.
2.
AntonovskyA. (1987). Unraveling the mystery of health: How people manage stress and stay well. San Francisco, CA: Jossey-Bass.
3.
BeardenW. O.SharmaS.TeelJ. E. (1982). Sample size effects on chi square and other statistics used in evaluating causal models. Journal of Marketing Research, 19, 425-430.
4.
BeckA. T.BrownG.SteerR. A. (1996). Beck Depression Inventory–II manual. San Antonio, TX: Psychological Corporation.
5.
BentlerP. M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107, 238-246. doi:10.1037/0033-2909.107.2.238
6.
BentlerP. M. (2003). EQS for windows (Version 6.1) [Computer software]. Encino, CA: Multivariate Software.
7.
BentlerP. M.BonettD. G. (1980). Significance tests and goodness of fit in the analysis of covariance structures. Psychological Bulletin, 88, 588-606. doi:10.1037/0033-2909.88.3.588
8.
BlockJ.KremenA. M. (1996). IQ and ego-resiliency: Conceptual and empirical connections and separateness. Journal of Personality and Social Psychology, 70, 349-361. doi:10.1037/0022-3514.70.2.349
9.
BonannoG. A.PapaA.LalandeK.ZhangN.NollJ. G. (2005). Grief processing and deliberate grief avoidance: A prospective comparison of bereaved spouses and parents in the United States and the People’s Republic of China. Journal of Consulting and Clinical Psychology, 73, 86-98.
10.
BrowneM. W.CudeckR. (1989). Single sample cross-validation indices for covariance structures. Multivariate Behavioral Research, 24, 445-455. doi:10.1207/s15327906mbr2404_4
11.
CattellR. B. (1966). The scree test for the number of factors. Multivariate Behavioral Research, 1, 245-276.
12.
CattellR. B.VogelmannS. (1977). Comprehensive trial of the scree and KG criteria for determining number of factors. Multivariate Behavioral Research, 12, 289-325.
13.
ChangH. (2007). Depressive symptom manifestation and help-seeking among Chinese college students in Taiwan. International Journal of Psychology, 42, 200-206.
14.
Chinese Culture Connection. (1987). Chinese values and the search for culture-free dimensions of culture. Journal of Cross-Cultural Psychology, 18, 143-164.
15.
Clauss-EhlersC. S. (2008). Sociocultural factors, resilience, and coping: Support for a culturally sensitive measure of resilience. Journal of Applied Developmental Psychology, 29, 197-212.
16.
ConnorK. M.DavidsonJ. R. T. (2003). Development of a new resilience scale: The Connor-Davidson Resilience Scale (CD-RISC). Depression and Anxiety, 18, 76-82.
17.
CrumbaughJ. C.MaholickL. T. (1981). Manual of instructions for the Purpose in Life Test. Murfreesboro, TN: Psychometric Affiliates.
18.
DavisM. C.LueckenL.Lemery-ChalfantK. (2009). Resilience in common life: Introduction to the special issue. Journal of Personality, 77, 1637-1644.
19.
DienerE.EmmonsR. A.LarsenR. J.GriffinS. (1985). The satisfaction with life scale. Journal of Personality Assessment, 49, 71-75.
20.
DuckworthA. L.PetersonC.MatthewsM. D.KellyD. R. (2007). Grit: Perseverance and passion for long-term goals. Journal of Personality and Social Psychology, 92, 1087-1101.
21.
DuckworthA. L.QuinnP. D. (2009). Development and validation of the Short Grit Scale (GRIT-S). Journal of Personality Assessment, 91, 166-174.
22.
DunnD. (1994). Resilient reintegration of married women with dependent children: Employed and unemployed (Unpublished doctoral dissertation). University of Utah, Salt Lake City, UT.
23.
EgelandB.CarlsonE.SroufeL. A. (1993). Resilience as process. Development and Psychopathology, 5, 517-528.
24.
FletcherD.HantonS.MellalieuS. D. (2008). An organizational stress review: Conceptual and theoretical issues in competitive sport (HantonS.MellalieuS. D., Eds.). Hauppauge, NY: Nova Science.
25.
FletcherD.SarkarM. (2013). Psychological resilience: A review and critique of definitions, concepts, and theory. European Psychologist, 18, 12.
26.
GillespieB. M.ChaboyerW.WallisM.GrimbeekP. (2007). Resilience in the operating room: Developing and testing of a resilience model. Journal of Advanced Nursing, 59, 427-438.
27.
GreeneS.HillM. (2005). Researching children’s experience: Methods and methodological issues. In GreeneS.HoganD. (Eds.), Researching children’s experience: Methods and approaches (pp. 1-21). Thousand Oaks, CA: Sage.
28.
HaytonJ. C.AllenD. G.ScarpelloV. (2004). Factor retention decisions in exploratory factor analysis: A tutorial on parallel analysis. Organizational Research Methods, 7, 191-205. doi:10.1177/1094428104263675
29.
HerrmanH.StewartD. E.Diaz-GranadosN.BergerE. L.JacksonB.YuenT. (2011). What is resilience?Canadian Journal of Psychiatry, 56, 258-265.
30.
HofstedeG. (1991). Cultures and organizations: Software of the mind. London, England: McGraw-Hill.
31.
HofstedeG. (2001). Culture’s consequences: Comparing values, behaviors, institutions, and organizations across nations (2nd ed.). Thousand Oaks, CA: Sage.
32.
HyunK. J. (2001). Sociocultural change and traditional values: Confucian values among Koreans and Korean Americans. International Journal of Intercultural Relations, 25, 203-229.
KagitcibasiC. (2013). Family, self, and human development across cultures: Theory and applications. New York, NY: Routledge.
35.
KaiserH. F. (1960). The application of electronic computers to factor analysis. Educational and Psychological Measurement, 20, 141-151.
36.
KlineR. B. (2005). Principles and practice of structural equation modeling. New York, NY: Guilford.
37.
KwanV. S. Y.BondM. H.SingelisT. M. (1997). Pancultural explanations for life satisfaction: Adding relationship harmony to self-esteem. Journal of Personality and Social Psychology, 73, 1038-1051. doi:10.1037/0022-3514.73.5.1038
38.
LeungJ. T. Y.ShekD. T. L. (2013). Psychometric properties of the Chinese Cultural Beliefs About Adversity Scale. Research on Social Work Practice, 23, 326-335. doi:10.1177/1049731512473782
39.
LovibondS. H.LovibondP. F. (1995). Manual for the depression anxiety stress scales. Sydney, Australia: Psychology Foundation.
40.
LutharS. S.CicchettiD. (2000). The construct of resilience: Implications for interventions and social policies. Development and Psychopathology, 12, 857-885.
41.
LutharS. S.CicchettiD.BeckerB. (2000). The construct of resilience: A critical evaluation and guideline for future work. Child Development, 71, 543-562. doi:10.1111/1467-8624.00164
42.
MaddiS. R.MatthewsM. D.KellyD. R.VillarrealB.WhiteM. (2012). The role of hardiness and grit in predicting performance and retention of USMA cadets. Military Psychology, 24, 19-28.
43.
MahoneyJ. L.BergmanL. R. (2002). Conceptual and methodological considerations in a developmental approach to the study of positive adaptation. Journal of Applied Developmental Psychology, 23, 195-217.
44.
MakW. W. S.NgI. S. W.WongC. C. Y. (2011). Resilience: Enhancing well-being through the positive cognitive triad. Journal of Counseling Psychology, 58, 610-617. doi:10.1037/a0025195
45.
MastenA. S.NarayanA. J. (2012). Child development in the context of disaster, war, and terrorism: Pathways of risk and resilience. Annual Review of Psychology, 63, 227-257.
46.
NeffL. A.BroadyE. F. (2011). Stress resilience in early marriage: Can practice make perfect?Journal of Personality and Social Psychology, 101, 1050-1067.
47.
Robertson-KraftC.DuckworthA. L. (2014). True grit: Trait-level perseverance and passion for long-term goals predicts effectiveness and retention among novice teachers. Teachers College Record (1970), 116(3). Retrieved from http://www.tcrecord.org/Content.asp?ContentId=17352
48.
SarasonI. G. (Ed.). (2013). Social support: Theory, research and applications (Vol. 24). Berlin, Germany: Springer Science & Business Media.
49.
ScheierM. F.CarverC. S. (1993). On the power of positive thinking: The benefits of being optimistic. Current Directions in Psychological Science, 2, 26-30.
50.
Schermelleh-EngelK.MoosbruggerH.MüllerH. (2003). Evaluating the fit of structural equation models: Tests of significance and descriptive goodness-of-fit measures. Methods of Psychological Research Online, 8, 23-74.
51.
SchwarzerR.BäßlerJ.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, 46, 69-88.
52.
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). Windsor, England: NFER-NELSON.
53.
ShekD. T. L. (2004). Chinese cultural beliefs about adversity—Its relationship to psychological well-being, school adjustment and problem behaviour in Hong Kong adolescents with and without economic disadvantage. Childhood, 11, 63-80. doi:10.1177/0907568204040185
54.
SingelisT. M.HubbardC.HerP.AnS. (2003). Convergent validation of the social axioms survey. Personality and Individual Differences, 34, 269-282.
55.
SinghK.JhaS. D. (2008). Positive and negative affect, and grit as predictors of happiness and life satisfaction. Journal of the Indian Academy of Applied Psychology, 34(2), 40-45.
56.
SnyderC. R.SympsonS. C.YbascoF. C.BordersT. F.BabyakM. A.HigginsR. L. (1996). Development and validation of the State Hope Scale. Journal of Personality and Social Psychology, 70, 321-335. doi:10.1037/0022-3514.70.2.321
57.
TangP. L.ChiouC. P.LinH. S.WangC.LiandS. L. (2011). Correlates of death anxiety among Taiwanese cancer patients. Cancer Nursing, 34, 286-292.
58.
TangS. T.DixonJ. (2002). Instrument Translation and Evaluation of Equivalence and Psychometric Properties: The Chinese Sense of Coherence Scale. Journal of Nursing Measurement, 10, 59-76.
59.
TaoukM.LovibondP. F.LaubeR. (2001). Psychometric properties of a Chinese version of the short Depression Anxiety Stress Scales (DASS21) (Report for New South Wales Transcultural Mental Health Centre). Sydney, Australia: New South Wales Transcultural Mental Health Center, Cumberland Hospital.
60.
ThoitsP. A. (2011). Mechanisms linking social ties and support to physical and mental health. Journal of Health and Social Behavior, 52, 145-161.
61.
TsaiD. F. C. (2001). How should doctors approach patients? A Confucian reflection on personhood. Journal of Medical Ethics, 27, 44-50. doi:10.1136/jme.27.1.44
62.
UngarM.LiebenbergL. (2011). Assessing resilience across cultures using mixed methods: Construction of the child and youth resilience measure. Journal of Mixed Methods Research, 5, 126-149.
63.
Van de VijverF. J.LeungK. (1997). Methods and data analysis for cross-cultural research (Vol. 1). Thousand Oaks, CA: Sage.
64.
VandenbergR. J. (2006). Statistical and methodological myths and urban legends: Where, pray tell, did they get this idea?Organizational Research Methods, 9, 194-201.
65.
WallerM. A. (2001). Resilience in ecosystemic context: Evolution of the concept. American Journal of Orthopsychiatry, 71, 290-297. doi:10.1037/0002-9432.71.3.290
66.
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, 6, 1063-1070.
67.
WindleG.BennettK. M.NoyesJ. (2011). A methodological review of resilience measurement scales. Health and Quality of Life Outcomes, 9, 8. doi:10.1186/1477-7525-9-8
68.
YuX.LauJ. T.MakW. W.ZhangJ.LuiW. W.ZhangJ. (2011). Factor structure and psychometric properties of the Connor-Davidson Resilience Scale among Chinese adolescents. Comprehensive Psychiatry, 52, 218-224.
69.
YuX.ZhangJ. (2007a). A comparison between the Chinese version of the Ego-Resiliency Scale and Connor-Davidson Resilience Scale. Psychological Science, 30, 1169-1171.
70.
YuX.ZhangJ. (2007b). Factor analysis and psychometric evaluation of the Connor-Davidson Resilience Scale (CD-RISC) with Chinese people. Social Behavior and Personality, 35, 19-30.
71.
YumJ. O. (1988). The impact of Confucianism on interpersonal relationships and communication patterns in East Asia. Communications Monographs, 55, 374-388.
72.
ZhangJ.YangY.WangH. (2009). Measuring subjective well-being: A comparison of China and the USA. Asian Journal of Social Psychology, 12, 221-225.
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