Skip to main content
Top
Published in: BMC Psychiatry 1/2017

Open Access 01-12-2017 | Research article

Factor structure and psychometric evaluation of the Connor-Davidson resilience scale in a new employee population of China

Authors: Lei Wu, Yan Tan, Yan Liu

Published in: BMC Psychiatry | Issue 1/2017

Login to get access

Abstract

Background

In order to find a suitable instrument to evaluate psychological resilience in Chinese new employee population, we intended to propose a possible factorial structure of Connor-Davidson Resilience Scale (CD-RISC). Furthermore, we administered to explore its reliability and validity in the present population.

Methods

Participants were derived from the male new employees who had started working in the last 2–3 months from 12 machinery factories across 8 different provinces of China. Chinese version of CD-RISC was used to assess the resilience of the study participants. Exploratory factor analysis (EFA) was conducted to assess the possible factor structure, and confirmatory factor analysis (CFA) was used to determine which factor structure was the most suitable among the present study sample.

Results

The present 4-factor model (tolerance for stress, tenacity, and goal orientation; adaptability and acceptance of change; optimism and sense of security; and trust in one’s instinct) of CD-RISC showed good internal consistency, concurrent validity and consistent structure validity, and had presented better data fit than the original 5-factor and the Chinese 3-factor patterns. Each of the present 4-factor structure and the total score of CD-RISC were negatively and significantly associated with Global Severity Index T score and Personality Diagnostic Questionnaire-4+ score.

Conclusions

The measure of resilience is useful in screening high-risk employees who are vulnerable to stress. Optimal and tailored interventions can be further applied to avoid potential adverse events in this population. Longitudinal research should be required to determine whether aging and long-term health events can change the nature of resilience.
Appendix
Available only for authorised users
Literature
1.
2.
go back to reference Tugade MM, Fredrickson BL. Resilient individuals use positive emotions to bounce back from negative emotional experiences. J Pers Soc Psychol. 2004;86(2):320–33.CrossRefPubMedPubMedCentral Tugade MM, Fredrickson BL. Resilient individuals use positive emotions to bounce back from negative emotional experiences. J Pers Soc Psychol. 2004;86(2):320–33.CrossRefPubMedPubMedCentral
3.
go back to reference Yi-Frazier JP, Smith RE, Vitaliano PP, et al. A person-focused analysis of resilience resources and coping in patients with diabetes. Stress Health. 2010;26(1):51–60.CrossRefPubMedPubMedCentral Yi-Frazier JP, Smith RE, Vitaliano PP, et al. A person-focused analysis of resilience resources and coping in patients with diabetes. Stress Health. 2010;26(1):51–60.CrossRefPubMedPubMedCentral
4.
go back to reference Seligman MEP, Csikszentmihalyi M. Positive psychology. Am Psychologist. 2000;55(1):5–14.CrossRef Seligman MEP, Csikszentmihalyi M. Positive psychology. Am Psychologist. 2000;55(1):5–14.CrossRef
5.
go back to reference Werner E, Smith R. Overcoming odds: high risk children from birth to adulthood. Ithaca: Cornell University Press; 1992. Werner E, Smith R. Overcoming odds: high risk children from birth to adulthood. Ithaca: Cornell University Press; 1992.
6.
go back to reference Rutter M. Resilience in the face of adversity: protective factors and resilience to psychiatric disorders. Br J Psychiatry. 1985;147:598–611.CrossRefPubMed Rutter M. Resilience in the face of adversity: protective factors and resilience to psychiatric disorders. Br J Psychiatry. 1985;147:598–611.CrossRefPubMed
7.
go back to reference Wagnild GM. Resilience and successful aging: comparison among low and high income older adults. J Gerontol Nurs. 2003;29:42–9.CrossRefPubMed Wagnild GM. Resilience and successful aging: comparison among low and high income older adults. J Gerontol Nurs. 2003;29:42–9.CrossRefPubMed
8.
9.
go back to reference Richardson GE, Neiger B, Jensen S, et al. The resiliency model. Health Educ. 1990;21(6):33–9. Richardson GE, Neiger B, Jensen S, et al. The resiliency model. Health Educ. 1990;21(6):33–9.
10.
go back to reference Connor KM, Davidson JR. Development of a new resilience scale: the Connor-Davidson resilience scale (CD-RISC). Depress Anxiety. 2003;18(2):76–82.CrossRefPubMed Connor KM, Davidson JR. Development of a new resilience scale: the Connor-Davidson resilience scale (CD-RISC). Depress Anxiety. 2003;18(2):76–82.CrossRefPubMed
11.
go back to reference Yu XN, Lau JT, Mak WW, et al. Factor structure and psychometric properties of the Connor-Davidson resilience scale among Chinese adolescents. Compr Psychiatry. 2011;52(2):218–24.CrossRefPubMed Yu XN, Lau JT, Mak WW, et al. Factor structure and psychometric properties of the Connor-Davidson resilience scale among Chinese adolescents. Compr Psychiatry. 2011;52(2):218–24.CrossRefPubMed
12.
go back to reference Jung YE, Min JA, Shin AY, et al. Positiveness research team of Korea. The Korean version of the Connor-Davidson resilience scale: an extended validation. Stress Health. 2012;28(4):319–26.CrossRefPubMed Jung YE, Min JA, Shin AY, et al. Positiveness research team of Korea. The Korean version of the Connor-Davidson resilience scale: an extended validation. Stress Health. 2012;28(4):319–26.CrossRefPubMed
13.
go back to reference Manzano-García G, Ayala Calvo JC. Psychometric properties of Connor-Davidson resilience scale in a Spanish sample of entrepreneurs. Psicothema. 2013;25(2):245–51.PubMed Manzano-García G, Ayala Calvo JC. Psychometric properties of Connor-Davidson resilience scale in a Spanish sample of entrepreneurs. Psicothema. 2013;25(2):245–51.PubMed
14.
go back to reference Lamond AJ, Depp CA, Allison M, et al. Measurement and predictors of resilience among community-dwelling older women. J Psychiatr Res. 2008;43(2):148–54.CrossRefPubMedPubMedCentral Lamond AJ, Depp CA, Allison M, et al. Measurement and predictors of resilience among community-dwelling older women. J Psychiatr Res. 2008;43(2):148–54.CrossRefPubMedPubMedCentral
15.
go back to reference Green KT, Hayward LC, Williams AM, et al. Mid-Atlantic mental illness research, education and clinical center workgroup. Examining the factor structure of the Connor-Davidson resilience scale (CD-RISC) in a post-9/11 U.S. Military veteran sample. Assessment. 2014;21(4):443–51.CrossRefPubMedPubMedCentral Green KT, Hayward LC, Williams AM, et al. Mid-Atlantic mental illness research, education and clinical center workgroup. Examining the factor structure of the Connor-Davidson resilience scale (CD-RISC) in a post-9/11 U.S. Military veteran sample. Assessment. 2014;21(4):443–51.CrossRefPubMedPubMedCentral
16.
go back to reference Mealer M, Schmiege SJ, Meek P. The Connor-Davidson Resilience Scale in critical care nurses: a psychometric analysis. J Nurs Meas. 2016;24(1):28–39.CrossRefPubMed Mealer M, Schmiege SJ, Meek P. The Connor-Davidson Resilience Scale in critical care nurses: a psychometric analysis. J Nurs Meas. 2016;24(1):28–39.CrossRefPubMed
17.
go back to reference Sexton MB, Byrd MR, von Kluge S. Measuring resilience in women experiencing infertility using the CD-RISC: examining infertility-related stress, general distress, and coping styles. J Psychiatr Res. 2010;44(4):236–41.CrossRefPubMed Sexton MB, Byrd MR, von Kluge S. Measuring resilience in women experiencing infertility using the CD-RISC: examining infertility-related stress, general distress, and coping styles. J Psychiatr Res. 2010;44(4):236–41.CrossRefPubMed
18.
go back to reference Jørgensen IE, Seedat S. Factor structure of the Connor-Davidson resilience scale in South African adolescents. Int J Adolesc Med Health. 2008;20(1):23–32.CrossRefPubMed Jørgensen IE, Seedat S. Factor structure of the Connor-Davidson resilience scale in South African adolescents. Int J Adolesc Med Health. 2008;20(1):23–32.CrossRefPubMed
19.
go back to reference Yu X, Zhang J. Factor analysis and psychometric evaluation of the Connor-Davidson resilience scale (CD-RISC) in Chinese people. Soc Behav Pers. 2007;35:19–30.CrossRef Yu X, Zhang J. Factor analysis and psychometric evaluation of the Connor-Davidson resilience scale (CD-RISC) in Chinese people. Soc Behav Pers. 2007;35:19–30.CrossRef
20.
go back to reference Xie Y, Peng L, Zuo X, et al. The psychometric evaluation of the Connor-Davidson resilience scale using a Chinese military sample. PLoS One. 2016;11(2):e0148843.CrossRefPubMedPubMedCentral Xie Y, Peng L, Zuo X, et al. The psychometric evaluation of the Connor-Davidson resilience scale using a Chinese military sample. PLoS One. 2016;11(2):e0148843.CrossRefPubMedPubMedCentral
21.
go back to reference Tan Y, Liu Y, Wu L. Screening results and correlates of personality disorder traits in a new employee population of China. Neuropsychiatr Dis Treat. 2016;12:2553–60.CrossRefPubMedPubMedCentral Tan Y, Liu Y, Wu L. Screening results and correlates of personality disorder traits in a new employee population of China. Neuropsychiatr Dis Treat. 2016;12:2553–60.CrossRefPubMedPubMedCentral
22.
go back to reference Derogatis LR. Symptom checklist-90-R: Administrative scoring and procedures manual. Minneapolis: NCS Pearson; 1994. p. 167–8. Derogatis LR. Symptom checklist-90-R: Administrative scoring and procedures manual. Minneapolis: NCS Pearson; 1994. p. 167–8.
23.
go back to reference Tang QP, Tang ZH, Yuan AH, et al. The use and reanalysis of SCL −90 in China. Chinese J Clin Psych. 1999;7(1):16–20. Tang QP, Tang ZH, Yuan AH, et al. The use and reanalysis of SCL −90 in China. Chinese J Clin Psych. 1999;7(1):16–20.
24.
go back to reference Delara M, Woodgate RL. Psychological distress and its correlates among university students: a cross-sectional study. J Pediatr Adolesc Gynecol. 2015;28(4):240–4.CrossRefPubMed Delara M, Woodgate RL. Psychological distress and its correlates among university students: a cross-sectional study. J Pediatr Adolesc Gynecol. 2015;28(4):240–4.CrossRefPubMed
25.
go back to reference Hyler SE. PDQ-4+ personality questionnaire. New York: Author; 1994. Hyler SE. PDQ-4+ personality questionnaire. New York: Author; 1994.
26.
go back to reference Yang J, McCrae RR, Costa PT, et al. The cross-cultural generalizability of axis-II constructs: an evaluation of two personality disorder assessment instruments in the Peoples republic of china. J Personal Disord. 2000;14:249–63.CrossRef Yang J, McCrae RR, Costa PT, et al. The cross-cultural generalizability of axis-II constructs: an evaluation of two personality disorder assessment instruments in the Peoples republic of china. J Personal Disord. 2000;14:249–63.CrossRef
27.
go back to reference Hooper D, Coughlan J, Mullen M. Structural equation modelling: guidelines for determining model fit. Dublin Inst Techno. 2008;6(1):141–6. Hooper D, Coughlan J, Mullen M. Structural equation modelling: guidelines for determining model fit. Dublin Inst Techno. 2008;6(1):141–6.
28.
go back to reference Khoshouei MS. Psychometric evaluation of the Connor-Davidson resilience scale (CD-RISC) using Iranian students. Int J Test. 2009;9(1):60–6.CrossRef Khoshouei MS. Psychometric evaluation of the Connor-Davidson resilience scale (CD-RISC) using Iranian students. Int J Test. 2009;9(1):60–6.CrossRef
29.
go back to reference Hubbard R, Allen SJ. An empirical comparison of alternative methods for principal component extraction. J Bus Res. 1987;15(2):173–90.CrossRef Hubbard R, Allen SJ. An empirical comparison of alternative methods for principal component extraction. J Bus Res. 1987;15(2):173–90.CrossRef
30.
go back to reference Friedman SE, Baum N. The role of positive psychology in the modern medical practice. J Med Pract Manage. 2016;31(5):287–91.PubMed Friedman SE, Baum N. The role of positive psychology in the modern medical practice. J Med Pract Manage. 2016;31(5):287–91.PubMed
31.
go back to reference Tindle HA, Chang YF, Kuller LH, et al. Optimism, cynical hostility, and incident coronary heart disease and mortality in the Women’s Health Initiative. Circulation. 2009;120(8):656–62.CrossRefPubMedPubMedCentral Tindle HA, Chang YF, Kuller LH, et al. Optimism, cynical hostility, and incident coronary heart disease and mortality in the Women’s Health Initiative. Circulation. 2009;120(8):656–62.CrossRefPubMedPubMedCentral
32.
go back to reference Sprinks J. Staff on new course told to use ‘gut instinct’ to avoid work stress. Nurs Stand. 2012;26(46):8.CrossRef Sprinks J. Staff on new course told to use ‘gut instinct’ to avoid work stress. Nurs Stand. 2012;26(46):8.CrossRef
33.
go back to reference Askeland KG, Hysing M, Aarø LE, et al. Mental health problems and resilience in international adoptees: Results from a population-based study of Norwegian adolescents aged 16–19 years. J Adolesc. 2015;44:48–56.CrossRefPubMed Askeland KG, Hysing M, Aarø LE, et al. Mental health problems and resilience in international adoptees: Results from a population-based study of Norwegian adolescents aged 16–19 years. J Adolesc. 2015;44:48–56.CrossRefPubMed
Metadata
Title
Factor structure and psychometric evaluation of the Connor-Davidson resilience scale in a new employee population of China
Authors
Lei Wu
Yan Tan
Yan Liu
Publication date
01-12-2017
Publisher
BioMed Central
Published in
BMC Psychiatry / Issue 1/2017
Electronic ISSN: 1471-244X
DOI
https://doi.org/10.1186/s12888-017-1219-0

Other articles of this Issue 1/2017

BMC Psychiatry 1/2017 Go to the issue