FACTOR ANALYSIS AND PSYCHOMETRIC EVALUATION OF THE CONNOR-DAVIDSON RESILIENCE SCALE (CD-RISC) WITH CHINESE PEOPLE

2007 ◽  
Vol 35 (1) ◽  
pp. 19-30 ◽  
Author(s):  
Xiaonan Yu ◽  
Jianxin Zhang
Keyword(s):  
Factor Analysis ◽  
Factor Structure ◽  
Chinese Culture ◽  
Psychometric Evaluation ◽  
Chinese Version ◽  
Data Matching ◽  
Resilience Scale ◽  
Confirmatory Factor ◽  
The Usa ◽  
Trait Factors

This study examines the psychometric properties of the Chinese version of Connor and Davidson's Resilience Scale (CD-RISC; 2003), an American instrument originating from a posttraumatic stress disorder research program. Confirmatory factor analysis of the Chinese data failed to verify the original 5-factor structure of CD-RISC obtained in the USA, while exploratory factor analysis resulted in a 3-factor structure of resilience (labeled respectively as Tenacity, Strength, and Optimism). The reliability coefficient of the Chinese version of CD-RISC was 0.91. The validity of CD-RISC was also satisfying in terms of the actual data matching the expected correlation between resilience measure and the variables of selfesteem, life satisfaction, and personality trait factors of NEO-FFI. It is concluded that the construct of resilience and its measurement from the West can be helpful and applicable in understanding Chinese adaptive behaviors, however, the understanding of the construct may also need some modification according to Chinese culture.

scholarly journals An International Reading Literacy Study: Factor Structure of the Chinese Version of the Student Questionnaire (PIRLS-SQCV 2011)

2016 ◽  
Vol 2016 ◽  
pp. 1-11 ◽  
Author(s):  
Joseph W. I. Lam ◽  
W. M. Cheung ◽  
Doreen W. H. Au ◽  
Hector W. H. Tsang ◽  
Wendy W. Y. So ◽  
...  
Keyword(s):  
Factor Analysis ◽  
Factor Structure ◽  
International Comparisons ◽  
Chinese Version ◽  
Reading Literacy ◽  
Structure Model ◽  
Confirmatory Factor ◽  
Student Questionnaire ◽  
The Relationship ◽  
Home And School

The student questionnaire (PIRLS-SQ 2011) of the Progress in International Reading Literacy Study (PIRLS) was designed to gather information from pupils on reading literacy development as to aspects of pupils’ self-lives, home, and school lives across countries/districts. In order to serve the purposes of research and international comparison, the questionnaire was translated into various languages. Using exploratory factor analysis (EFA) and confirmatory factor analysis (CFA), the current study investigates the psychometric properties of the Chinese version of the student questionnaire (PIRLS-SQCV 2011) and identifies its underlying factor structure among Chinese fourth-grade pupils in Hong Kong. A 10-factor structure model was identified and much resemblance could be drawn to the original PIRLS structure. While the similarity allows international comparisons of studies in different places following the PIRLS strategy, the findings of this study add to extant literature on the relationship between student factors and reading achievement.

The Development of the Scale of Protective Factors: Resilience in a Violent Trauma Sample

2015 ◽  
Vol 30 (5) ◽  
pp. 735-755 ◽  
Author(s):  
Elisabeth Ponce-Garcia ◽  
Amy N. Madewell ◽  
Shelia M. Kennison
Keyword(s):  
College Students ◽  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Protective Factors ◽  
Factor Structure ◽  
Individual Factors ◽  
Clinical Settings ◽  
Clinical Criteria ◽  
Resilience Scale ◽  
Confirmatory Factor

This research developed the Scale of Protective Factors (SPF-24) to measure protective factors contributing to resilience. We investigated the factor structure of 35 items. After exploratory factor analysis, we subjected 25 items representing 2 social-interpersonal and 2 cognitive-individual factors to confirmatory factor analysis. The sample consisted of 942 college students from 3 studies and 2 institutions. To examine the diagnostic function of the SPF, we used clinical criteria to identify a subsample of participants who had experienced violent trauma and scored low, moderate, or high on an established resilience scale. Results showed that the low-resilient group scored significantly lower on all subscales of the SPF with marked differences in prioritizing/planning behavior. Implications for the research and clinical settings are discussed.

scholarly journals Further evidence for the structure of the Resilience Scale in portuguese language countries: An invariance study with brazilian and portuguese adolescents

Psicologia ◽  
2016 ◽  
Vol 30 (2) ◽  
pp. 33-46
Author(s):  
Paulo Dias ◽  
Irene Cadime ◽  
Paulo Castelar Perim
Keyword(s):  
Factor Analysis ◽  
Factor Structure ◽  
Cross Cultural ◽  
Short Version ◽  
Resilience Scale ◽  
Confirmatory Factor ◽  
Best Fitting ◽  
Structural Invariance ◽  
The One ◽  
Portuguese Adolescents

Especially since the last decades of the 20th century, research about resilience provided some insights into how people deal and overcome adversity in a positive way. Given the recent research history on this topic, discussion about theories and measures is still ongoing. In this study we aim to explore the structural invariance of the Wagnild and Young’s Resilience Scale (RS), one of the most widely used measures of resilience, across Portuguese and Brazilian adolescents. A sample of 969 adolescents with ages ranging between 13 and 18 years old completed the RS. A five- and a two-factor structure for the full RS version with 25 items and a one-factor structure for a RS short version, composed of 14 items, were tested using confirmatory factor analysis (CFA). After determining the best fitting structure, a multi-group CFA was performed to test the invariance of the instrument across the Portuguese and Brazilian samples.  The five- and two-factor structures for the full version revealed a poor fit. The one-factor structure revealed a good fit in both samples. Moreover, evidence for the partial measurement invariance of the short version across both samples was found. Our results indicate that the RS short version can be used for cross-cultural studies of resilience in both countries and that the five- and two-factor structures might be inadequate for comparison purposes.

scholarly journals Psychometric Properties of the 25-Item Connor-Davison Resilience Scale: Preliminary Data for a Romanian Military Population

2021 ◽  
Vol 26 (1) ◽  
pp. 31-38
Author(s):  
Iulia-Clarisa Giurcă ◽  
Adriana Baban ◽  
Sebastian Pintea ◽  
Bianca Macavei
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Construct Validity ◽  
Psychometric Properties ◽  
Factor Structure ◽  
Preliminary Data ◽  
Model Fit ◽  
Military Population ◽  
Resilience Scale ◽  
Confirmatory Factor

AbstractThe following study is aimed at investigating the construct validity of the 25-item Connor-Davidson Resilience Scale (CD-RISC 25) on a Romanian military population. The exploratory factor analysis was conducted on 434 male military participants, aged between 24 and 50 years (M = 34.83, S.D. = 6.14) and the confirmatory factor analysis was conducted on a sample of 679 military participants, of 605 men and 74 women, aged between 18 and 59 years (M = 38.37, S.D. = 9.07). Factor analysis of the scale showed it to be a bidimensional, rather than a multidimensional instrument, as the original five-factor structure was not replicated in this military Romanian sample. Moreover, EFAs suggested that a 14-item bidimensional model should be retained and CFA confirmed that this model fit the data best.

Factor structure and psychometric properties of Chinese version of Beck Anxiety Inventory in Chinese doctors

2016 ◽  
Vol 23 (5) ◽  
pp. 657-666 ◽  
Author(s):  
Ying Liang ◽  
Lei Wang ◽  
Jianbo Zhu
Keyword(s):  
Factor Analysis ◽  
Psychometric Properties ◽  
Factor Structure ◽  
Eastern China ◽  
Reliability And Validity ◽  
Public Hospitals ◽  
Chinese Version ◽  
Beck Anxiety Inventory ◽  
Confirmatory Factor ◽  
Potential Factor

This study analyses the factor structure and psychometric properties of the Chinese version of Beck Anxiety Inventory on Chinese doctors. Participants include 762 doctors sampled in 18 public hospitals in three cities in Eastern China. Exploratory factor analysis is employed to identify the potential factor structure of the inventory. Confirmatory factor analysis is referred to for model fit. The results indicate that the Chinese version of Beck Anxiety Inventory has satisfactory reliability and validity, but its factor structure is unstable and has great differences compared with international versions. Naming the four extracted factors is difficult. In general, the Chinese version of Beck Anxiety Inventory is appropriate for Chinese doctors and can be used as a good screener to detect the anxiety of Chinese doctors.

scholarly journals The Connor-Davidson Resilience Scale in Critical Care Nurses: A Psychometric Analysis

2016 ◽  
Vol 24 (1) ◽  
pp. 28-39 ◽  
Author(s):  
Meredith Mealer ◽  
Sarah J. Schmiege ◽  
Paula Meek
Keyword(s):  
Factor Analysis ◽  
Critical Care ◽  
Factor Structure ◽  
Model Comparison ◽  
Factor Model ◽  
The United States ◽  
Critical Care Nurses ◽  
Group Differences ◽  
Resilience Scale ◽  
Confirmatory Factor

Objective: (a) To investigate the factor structure of the Connor-Davidson Resilience Scale (CD-RISC) in critical care nurses, using exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) and (b) to assess reliability and known group differences of the CD-RISC on critical care nurses. Methods: CD-RISC surveys were collected on 744 critical care nurses across the United States. An abridged version of the CD-RISC was used for the EFA and CFA. Further reliability and known group differences were also tested. Results: EFA identified 3 factors with eigenvalues >1.0 and an explained variance of 59%. The factors were labeled personal competence, perseverance, and leadership, and each factor had salient loadings. The 3-factor CFA provided good fit to the data, χ2 = 243.1, p < .001; RMSEA = .062; CFI = .935, although correlations among the 3 factors were high (.78–.86). A 1-factor model was subsequently tested but did not produce a better fit, and model comparison analyses supported retention of the 3-factor model. Known group differences was supported as intensive care unit (ICU) nurses with a diagnosis of posttraumatic stress disorder (PTSD) had significantly lower total resilience scores (M = 75.43) compared to those without a diagnosis of PTSD (M = 83.21; t = 5.01; p < .001). Discussion: The current investigation found that the 3-factor structure provided the best fit for the data on the abridged version of the CD-RISC in a population of ICU nurses. Analyses also supported the reliability and known group differences of the 16-item measure. Further research is needed to examine trait and capacity features of resilience as it relates to this population.

scholarly journals Factor structure and construct validity of the short form of managing the emotions of others (MEOS-SF) scale in the Chinese sample

PLoS ONE ◽  
2021 ◽  
Vol 16 (4) ◽  
pp. e0249774
Author(s):  
Qianglong Wang ◽  
Zhuo Zhang ◽  
Ping Song ◽  
Zhenbiao Liu ◽  
Qingyun Zhang ◽  
...  
Keyword(s):  
Factor Analysis ◽  
Psychometric Properties ◽  
Factor Structure ◽  
Big Five ◽  
Factor Model ◽  
Short Form ◽  
Chinese Version ◽  
Chinese Sample ◽  
Eastern Culture ◽  
Confirmatory Factor

Objectives Emotional manipulation is an important strategy in social interaction. The English version of MEOS-SF has been developed to make the measurement of such manipulation ability more efficient. The purpose of the current study was to assess the psychometric properties of the Chinese version of MEOS-SF. Methods Explore factor analysis and Confirmatory factor analysis were adopted to examine the Chinese version of the MEOS-SF factor structure in 645 Chinese participants (mean age = 24.68 ± 6.01 years) recruited online. Results Factor analysis supported a new three-factor model that included Conceal, Prosocial, and Non-prosocial, different from the original English MEOS-SF. Enhance and Divert merged to Prosocial factor while Worsen and Inauthentic merged to Non-prosocial factor because both prosocial and non-prosocial pairs had similar objectives, which would be perceived as the same thing by people in Eastern culture. As expected, MEOS-SF factors were found to be correlated with the Big Five, psychopathy, narcissism, Machiavellianism, and trait EI. Conclusions Our results suggested that the Chinese version of MEOS-SF had acceptable psychometric properties and could be used to assess emotional manipulation.

scholarly journals The Turkish Adaptation of the Mathematical Resilience Scale: Validity and Reliability Study

2018 ◽  
Vol 6 (4) ◽  
pp. 38
Author(s):  
Nejla Gürefe ◽  
Veysel Akçakın
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Factor Structure ◽  
Undergraduate Students ◽  
Validity And Reliability ◽  
Measurement Instruments ◽  
Resilience Scale ◽  
Confirmatory Factor ◽  
Alpha Reliability ◽  
Mathematical Resilience

Persistent in mathematical studies is an important element allowing students to be successful in their STEM careers, and there is a need for affective measurement instruments to assess persistence in mathematics in spite of problems. For this reason, this study aims to adapt the Mathematical Resilience Scale developed to assess resilience, which is described as having a positive attitude towards mathematics, to Turkish. The fitness of the factor structure of the scale consisting of three factors was investigated using the confirmatory factor analysis. The reliability of the scale and its factors was assessed using the Cronbach’s Alpha reliability coefficient. The reliability value was found to be .92, .80, .76, and .87 for the value factor, the struggle factor, the growth factor, and the entire scale, respectively. The confirmatory factor analysis validated the factor structure of the scale, and the second-level confirmatory factor analysis was performed to show that the factors of the scale were components of resilience. As a result, it was found that the resilience consisted of three components, namely value, struggle, and growth, and the scale was capable of measuring mathematical resilience of undergraduate students validly and reliably.

scholarly journals Examining Factor Structure of the Chinese Version of the PIRLS 2011 Home Questionnaire

2016 ◽  
Vol 2016 ◽  
pp. 1-11 ◽  
Author(s):  
Wai Ming Cheung ◽  
Joseph W. I. Lam ◽  
Doreen W. H. Au ◽  
Hector W. H. Tsang ◽  
Stephanie W. Y. Chan
Keyword(s):  
Factor Analysis ◽  
Factor Structure ◽  
Primary Caregivers ◽  
Fourth Grade ◽  
Chinese Version ◽  
Reading Literacy ◽  
Structure Model ◽  
Underlying Factor ◽  
Confirmatory Factor ◽  
The Relationship

The home questionnaire of the Progress in International Reading Literacy Study (PIRLS-HQ 2011) was designed to gather information from parents or primary caregivers of fourth-grade pupils on their reading literacy development related to aspects of pupils’ home lives across countries/districts. The questionnaire was translated into different languages for international comparison and research purposes. This study aims to assess the psychometric properties of the Chinese version of the PIRLS 2011 home questionnaire (PIRLS-HQCV 2011) and identify the underlying factor structure using exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) among Chinese fourth-grade pupils in Hong Kong. A 7-factor structure model has been identified by EFA and confirmed to resemble much to the original PIRLS structure by CFA. Additional conceptually important domains have been identified which add further insights into the inconclusive results in the literature regarding the relationship between home factors and reading achievement. Implications for further studies are discussed.

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