Validation of employees' self-leadership using exploratory and confirmatory factor analysis

2020 ◽  
Vol 37 (4) ◽  
pp. 552-574
Author(s):  
Khahan Na-Nan ◽  
Salitta Saribut
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Discriminant Validity ◽  
Positive Thinking ◽  
Cross Sectional ◽  
Content Type ◽  
Convergent And Discriminant Validity ◽  
Confirmatory Factor ◽  
Average Variance ◽  
Performance Dimensions

PurposeSelf-leadership (SL) involves the strategic management of people's perceptions and behaviours to enable them to set directions, identify their needs and work effectively. Here, an instrument was developed to measure SL of employees, organisations and managers in Thailand context.Design/methodology/approachQuestions were developed for a questionnaire based on concepts and theories and validated using exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) along four performance dimensions. Research samples were employees in the accommodation industry in Thailand. Factor analysis results confirmed the questionnaire as a reliable SL instrument with acceptable composite reliability (CR), average variance extracted (AVE) and convergent and discriminant validity.FindingsFour factors of SL were identified as self-visualising and goal setting, self-reward and positive thinking, self-observation and cueing and self-talking and evaluating beliefs comprising 21 items. Factor analysis confirmed the validity of the questionnaire as a reliable SL tool as evidenced by a CR of 0.811 and AVE of 0.526 with acceptable convergent and discriminant validity criteria.Research limitations/implicationsResults were limited to a single group sample of accommodation and cross-sectional design and should be carefully considered for application in different situations.Practical implicationsFindings regarding the four performance dimensions suggest that this SL scale questionnaire can be applied to different businesses and settings either as is or with slight modifications.Originality/valueOur SL scale is novel and serves as an excellent instrument to measure the behavioural perception of employees.

Korean Translation of the Barriers to Research Utilization Scale: Psychometric Testing

2017 ◽  
Vol 31 (3) ◽  
pp. 233-246
Author(s):  
Youngshin Song ◽  
Moonhee Gang ◽  
Misook Jung
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Discriminant Validity ◽  
Factor Loading ◽  
Cronbach’S Alpha ◽  
Cronbach's Alpha ◽  
Korean Version ◽  
Convergent And Discriminant Validity ◽  
Confirmatory Factor ◽  
Average Variance

Purpose: The purpose of this study was to assess the psychometric properties of the Barriers or Facilitators to Using Research in Practice (BARRIERS) scale for use in Korea. Methods: A cross-sectional study design was used with 364 nurses working in clinical settings. Item analysis was conducted and convergent and discriminant validity were evaluated using confirmatory factor analysis. Internal consistency reliability was evaluated using Cronbach’s alpha coefficients. Results: Confirmatory factor analysis revealed a 4-factor structure with 25 items that explained 62.9% of the variance. Convergent and discriminant validity were confirmed as examining the factor loading, average variance extracted, and composite reliability. The values of factor loading for 25 items were having higher estimate than criterion and the average variance extracted value for 4 factors ranged from .575 to .667. The Cronbach’s alpha was .90 for the 25 items. Conclusion: The Korean version of the 25-item BARRIERS scale was a reliable and valid scale to measure barriers to research use in Korean health care settings. Based on this psychometric evaluation, research barriers and its associated factors will be investigated using the Korean version of the BARRIERS scale in further study.

scholarly journals Psychometric properties of the Chinese version of the TeamSTEPPS teamwork perceptions questionnaire to measure teamwork perceptions of Chinese residents: a cross-sectional study

BMJ Open ◽  
2020 ◽  
Vol 10 (11) ◽  
pp. e039566
Author(s):  
Jinglou Qu ◽  
Yaxin Zhu ◽  
Liyuan Cui ◽  
Libin Yang ◽  
Yanni Lai ◽  
...  
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Discriminant Validity ◽  
Chinese Language ◽  
Cross Sectional Study ◽  
Sectional Study ◽  
Cross Sectional ◽  
Convergent And Discriminant Validity ◽  
Confirmatory Factor ◽  
Test Retest Reliability

ObjectivesThe purpose of this research was to evaluate the psychometric properties of the TeamSTEPPS Teamwork Perception Questionnaire (T-TPQ) among the Chinese residents.DesignCross-sectional study.SettingA clinical hospital of the China Medical University in Liaoning Province, China.ParticipantsA total of 664 residents were enrolled in this research. The valid response rate was 83.0% (664 of 800 residents).Main outcome measuresInternal consistency and test–retest reliability were used to assess the reliability of the questionnaire. The construct validity of the Chinese T-TPQ was evaluated by confirmatory factor analysis. Furthermore, the concurrent, convergent and discriminant validity were analysed.ResultsCronbach’s α coefficient of the T-TPQ in Chinese language was 0.923. Except for the communication dimension (0.649), the Cronbach’s α coefficient of all dimensions were satisfactory. The T-TPQ and its five dimensions reported a good test–retest reliability (0.740–0.881, p<0.01). Moreover, the results of the confirmatory factor analysis demonstrated that the construct validity of the Chinese T-TPQ was satisfactory. All dimensions significantly correlated with the Hospital Survey on Patient Safety Culture (HSOPSC) teamwork within units dimension and the Safety Attitudes Questionnaire (SAQ) teamwork climate dimension (p<0.01), and the questionnaire showed satisfactory convergent and discriminant validity.ConclusionsThe T-TPQ in Chinese language demonstrated good psychometric characteristics and was a reliable and valid questionnaire to measure the Chinese health professionals’ perception of teamwork. Thus, the Chinese version of the T-TPQ could be applied in teamwork training programmes and medical education research.

Convergent and Discriminant Validity of the Rahim Leader Power Inventory

1994 ◽  
Vol 78 (2) ◽  
pp. 488-490 ◽  
Author(s):  
M. Afzalur Rahim ◽  
Clement Psenicka
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Discriminant Validity ◽  
Convergent And Discriminant Validity ◽  
Confirmatory Factor ◽  
Instrument Measuring ◽  
Organizational Levels

Confirmatory factor analysis with LISREL 7 of data from 578 organizational members on the 29 items of the Rahim Leader Power Inventory provided support for the convergent and discriminant validities of the instrument measuring the bases of leaders' power and their invariance across organizational levels.

scholarly journals The Effects of Participant Motivational Behavioural Intention: The MARBLE Case

2020 ◽  
Vol 16 (4) ◽  
pp. 15-22
Author(s):  
Yilmaz Akgunduz ◽  
◽  
Ovunc Bardakoglu ◽  
Yesim Koba ◽  
◽  
...  
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Information Search ◽  
Discriminant Validity ◽  
Regression Analyses ◽  
Behavioural Intentions ◽  
Participant Satisfaction ◽  
Convergent And Discriminant Validity ◽  
Confirmatory Factor ◽  
Convenience Sampling

This study investigates the motivational factors underlying participation in trade fairs, and their effects on participant satisfaction and behavioural intentions. Data were collected through a questionnaire to 608 participants, selected by convenience sampling, at the International Natural Stone and Technologies Fair (MARBLE), held on 22-25 March 2017 in İzmir, Turkey. Confirmatory factor analysis (CFA) was used to verify the convergent and discriminant validity of the scales while multiple regression analyses were used to test the research hypotheses. The results indicate that the trade fair participants were motivated by commercial attractiveness, financial attractiveness, information search, and city attractiveness. Participant satisfaction was significantly influenced by commercial attractiveness, financial attractiveness, and information search while behavioural intentions were determined by city attractiveness and information search.

scholarly journals Heat and temperature metacognition awareness inventory: A confirmatory factor analysis

2021 ◽  
Vol 10 (2) ◽  
pp. 389
Author(s):  
Moh. Irma Sukarelawan ◽  
Dwi Sulisworo ◽  
Jumadi Jumadi ◽  
Heru Kuswanto ◽  
Siti Anisatur Rofiqah
Keyword(s):  
Factor Analysis ◽  
High School Students ◽  
Confirmatory Factor Analysis ◽  
Discriminant Validity ◽  
Sampling Technique ◽  
Factor Loading ◽  
Cross Sectional Study ◽  
School Students ◽  
Cross Sectional ◽  
Confirmatory Factor

<span lang="EN-US">This cross-sectional study aimed to validate students' metacognition awareness inventory in Heat and Temperature material. A total of 167 public senior high school students in Yogyakarta, Indonesia were selected through convenience sampling technique. The heat and temperature metacognition awareness inventory (HeTMAI) inventory consists of six factors, namely: 1) Knowledge of cognition; 2) Planning; 3) Monitoring; 4) Evaluation; 5) Debugging; and 6) Information management. HeTMAI used a 5-point Likert scale. The data was analyzed using the confirmatory factor analysis (CFA) method through the Maximum Likelihood approach. All statistics were found to meet acceptance values. The four GOF indices (χ2/df=2.36, CFI=0.97, TLI=0.97, and SRMR=0.06) have supported the fit of the six-factor HeTMAI model. Standardized factor loading (SFL), construct reliability (CR), average variance extracted (AVE) and discriminant values provide evidence that HeTMAI has sufficient convergent and discriminant validity. Cronbach's alpha value of 0.96 indicated HeTMAI has very adequate evidence of reliability.</span>

scholarly journals Psychometric Properties and Measurement Invariance of the Arabic Version of the Flourishing Scale

2021 ◽  
Vol 13 (2) ◽  
pp. 20
Author(s):  
Saeed Abdullah AL-Dossary
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Psychometric Properties ◽  
Measurement Invariance ◽  
Discriminant Validity ◽  
Well Being ◽  
Full Time ◽  
Arabic Version ◽  
Convergent And Discriminant Validity ◽  
Confirmatory Factor

The flourishing Scale (FS) is a measure of overall life well-being. The aim of the study was to assess the psychometric properties and measurement invariance of the Arabic version of the FS in the Saudi Arabian context. Data was collected from two samples: 969 students at two universities and 299 full-time employees working in multiple sectors. Internal consistency of the FS was examined by calculating Cronbach&rsquo;s alpha coefficient to test relaibility. To evaluate convergent and discriminant validity, the FS was compared with other measures of well-being, happiness, and depression. In order to examine the factor structure and the measurement invariance of the FS across study samples, confirmatory factor analysis and multi-group confirmatory factor analysis were performed. The FS showed good internal reliability as well as convergent and discriminant validity. Results also provided support for a one-factor and an invariant structure of the FS. Taken together, these results suggest that the FS Arabic version is a reliable and valid measure for the Arabic cultural context.

Structure of ADHD/ODD Symptoms in Spanish Preschool Children: Dangers of Confirmatory Factor Analysis for Evaluation of Rating Scales

Assessment ◽  
2019 ◽  
Vol 27 (8) ◽  
pp. 1748-1757 ◽  
Author(s):  
Jonatan Molina ◽  
Mateu Servera ◽  
G. Leonard Burns
Keyword(s):  
Factor Analysis ◽  
Preschool Children ◽  
Confirmatory Factor Analysis ◽  
Discriminant Validity ◽  
Rating Scales ◽  
Oppositional Defiant ◽  
Odd Symptoms ◽  
Convergent And Discriminant Validity ◽  
Confirmatory Factor ◽  
Three Factor

Confirmatory factor analysis (CFA) is often used to evaluate attention-deficit/hyperactivity disorder (ADHD) and oppositional defiant disorder (ODD) symptom ratings by parents and teachers. An ADHD-inattention (IN), ADHD-hyperactivity/impulsivity (HI), and ODD three-factor model is usually the best model. Acceptable CFA models, however, can hide symptoms with poor convergent and discriminant validity. To demonstrate this issue, CFA models (i.e., cross-loadings set to zero) along with exploratory CFA models (i.e., cross-loadings allowed) were applied to parent ( n = 308) and teacher ( n = 258) ratings of ADHD/ODD symptoms with Spanish preschool children ( Mage = 4.78, SD = .84, 56% boys). While the three-factor CFA model provided an acceptable-fit with moderate to substantial symptom-factor loadings, the three-factor exploratory CFA model, however, found a large number of the symptoms failed to show convergent and discriminant validity. These outcomes argue for the use of exploratory CFA procedures in the initial evaluation of ADHD/ODD rating scales.

Convergent and Discriminant Validity of the Rahim Organizational Conflict Inventory

1995 ◽  
Vol 81 (3_suppl) ◽  
pp. 1075-1078 ◽  
Author(s):  
M. Afzalur Rahim ◽  
Clement Psenicka
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Discriminant Validity ◽  
Organizational Conflict ◽  
Convergent And Discriminant Validity ◽  
Confirmatory Factor

Confirmatory factor analysis with LISREL 7 of data from 1,188 managers on the 21 items of the Rahim Organizational Conflict Inventory-I provided support for the convergent and discriminant validities of this measure of the three types of organizational conflict (intrapersonal, intragroup, and intergroup).

scholarly journals Validity of zakat ratios as Islamic performance indicators in Islamic banking: a congeneric model and confirmatory factor analysis

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Naji Mansour Nomran ◽  
Razali Haron
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
United Arab Emirates ◽  
Discriminant Validity ◽  
Business Models ◽  
Annual Reports ◽  
Islamic Banking ◽  
Content Type ◽  
Confirmatory Factor ◽  
Conventional Banks

Purpose There is much debate in the literature about how the performance of Islamic banks (IBs) should be measured. Basically, IBs’ business models are different from that of conventional banks; thus, the performance of IBs should be measured by using a Sharīʿah-based approach. This paper considers zakat (Islamic tax) as an alternative indicator to measure the performance of IBs. This paper aims to examine whether zakat ratios can be used as Islamic performance (ISPER) indicators for IBs besides the conventional performance (COPER) indicators. Design/methodology/approach The investigation covered a sample of 214 yearly observations of 37 IBs located in Indonesia, Malaysia, Bahrain, Saudi Arabia and the United Arab Emirates for the period 2007–2015. This study used a single-factor congeneric model and confirmatory factor analysis, performed using the AMOS 23.0 software. Findings The findings assert that the discriminant validity of multi-bank performance, as measured by ISPER [zakat on assets (ZOA) and zakat on equity (ZOE)] and COPER indicators (return on assets, return on equity and operational efficiency in terms of assets), is very high. Hence, ISPER and COPER measurements are valid, either together to measure the multi-performance of IBs from both the Islamic and conventional perspectives, or independently as each measurement is valid to measure the Islamic and conventional performance if it is used separately. Research limitations/implications This paper does not investigate whether the findings are constant across time. This represents one of the limitations of this study. Practical implications It is strongly recommended that IBs calculate and disclose zakat ratios, particularly ZOA and ZOE, in their annual reports. Researchers and academicians should use these ratios for measuring the ISPER of IBs, either along with COPER or separately. Originality/value Empirical evidence is provided in this paper on the development and validity of zakat ratios as ISPER indicators in the Islamic banking industry. Zakat ratios are suitable indicators that can measure IBs’ performance and achieve the goals of IBs as well as those of Islamic economics. Technically, zakat has a dynamic ability to reflect the profitability of IBs. The more the IBs generate profit, the more they pay zakat. Furthermore, the greater the total assets of IBs, the higher the amount of zakat that they should pay. Thus, zakat ratios can be used as profitability measurements as in the case of tax ratios.

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