scholarly journals Understanding Rural Women’s Domestic Work Experiences (DWE) in Ibadan, Nigeria: Development of a Measurement Tool Using Confirmatory Factor Analysis

2021 ◽  
Vol 18 (21) ◽  
pp. 11043
Author(s):  
Abisola Osinuga ◽  
Brandi Janssen ◽  
Nathan B Fethke ◽  
William T Story ◽  
John A Imaledo ◽  
...  
Keyword(s):  
Developing Countries ◽  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Domestic Work ◽  
Domestic Labor ◽  
Measurement Tool ◽  
Factor Scores ◽  
Latent Factors ◽  
Stress Appraisal ◽  
Confirmatory Factor

Gender norms prescribe domestic labor as primarily a female’s responsibility in developing countries. Many domestic tasks depend on access to water, so the physical, emotional, and time demands of domestic labor may be exacerbated for women living in water-insecure environments. We developed a set of domestic work experience (DWE) measures tailored to work in rural areas in developing countries, assessed rural Nigerian women’s DWE, and examined relationships among the measures. Interviewer-administered survey data were collected between August and September from 256 women in four rural Nigerian communities. Latent factors of DWE were identified by analyzing survey items using confirmatory factor analysis. Pearson’s correlation was used to examine relationships among latent factor scores, and multivariate linear regression models were used to determine if factor scores significantly differed across socio-demographic characteristics. The DWE measures consisted of latent factors of the physical domain (frequency of common domestic tasks, water sourcing and carriage, experience of water scarcity), the psychosocial domain (stress appraisal and demand–control), and the social domain (social support). Significant correlations were observed among the latent factors within and across domains. Results revealed the importance of measuring rural Nigerian women’s DWE using multiple and contextual approaches rather than relying solely on one exposure measure. Multiple inter-related factors contributed to women’s DWE. Water insecurity exacerbated the physical and emotional demands of domestic labor DWE varied across age categories and pregnancy status among rural Nigerian women.

scholarly journals Assessment of locomotive syndrome among older individuals: a confirmatory factor analysis of the 25-question Geriatric Locomotive Function Scale

PeerJ ◽  
2020 ◽  
Vol 8 ◽  
pp. e9026 ◽  
Author(s):  
Chaochen Wang ◽  
Tatsunori Ikemoto ◽  
Atsuhiko Hirasawa ◽  
Young-Chang Arai ◽  
Shogo Kikuchi ◽  
...  
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Factor Structure ◽  
Factor Model ◽  
Cognitive Status ◽  
Locomotive Syndrome ◽  
Latent Factors ◽  
Alternative Models ◽  
Body Pain ◽  
Confirmatory Factor

Background The 25-question Geriatric Locomotive Function Scale (GLFS-25) is widely used in daily clinical practice in evaluating locomotive syndrome (LS). The questionnaire contains 25 questions aiming to describe 6 aspects, including body pain, movement-related difficulty, usual care, social activities, cognitive status, and daily activities. However, its potential underlying latent factor structure of the questionnaire has not been fully examined so far. Methods Five hundred participants who were 60 years or older and were able to walk independently with or without a cane but had complaints of musculoskeletal disorders were recruited face to face at the out-patient ward of Aichi Medical University Hospital between April 2018 and June 2019. All participants completed the GLFS-25. Confirmatory factor analysis (CFA) models (single-factor model, 6-factor model as designed by the developers of the GLFS-25) were fitted and compared using Mplus 8.3 with a maximum likelihood minimization function. Modification indices, standardized expected parameter change were used, a standard strategy for scale development was followed in the search for an alternative and simpler model that could well fit the collected data. Cronbach’s α and its 95% confidence interval (CI) were also calculated. Results Mean (standard deviation) participants age was 72.6 (7.4) years old; 63.6% of them were women. Under the current criteria, 132 (26.4%) and 262 (52.4%) of the study subjects would be classified as LS stage 1 and stage 2, respectively. Overall, the Cronbach’s α (95% CI) for GLFS-25 evaluated using these data was 0.959 (0.953, 0.964). The single- and 6-factor models were rejected due to poor fit. The alternative models with either full 25 questions or a shortened GLFS-16 were found to fit the data better. These alternative models included three latent factors (body pain, movement-related difficulty, and psycho-social complication) and allowed for cross-loading and residual correlations. Discussion The findings of the CFA models provided evidence that the factor structure of the GLFS-25 might be simpler than the 6-factor model as suggested by the designers. The complex relationships between the latent factors and the observed items may also indicate that individual sub-scale use or simply combining the raw scores for evaluation is likely to be inadequate or unsatisfactory. Thus, future revisions of the scoring algorithm or questions of the GLFS-25 may be required.

scholarly journals Democracy Scale For Teacher Candidates: A Validity And Reliability Study

2021 ◽  
Author(s):  
Fatih Kaya
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Teacher Candidates ◽  
Study Groups ◽  
Independent Study ◽  
Measurement Tool ◽  
Study Group ◽  
Validity And Reliability ◽  
Confirmatory Factor ◽  
Faculty Of Education

The aim of this study was to develop a valid and reliable measurement tool in order to determine the democracy levels of teacher candidates. During the scale development process in the research, the validity and reliability studies were conducted through three independent study groups. The first study group consisted of 627 students studying at the Faculty of Education in Inonu University in the 2020-2021 academic year, the second study group consisted of 324 students, and the third study group consisted of 87 students. “The Democracy Scale for Teacher Candidates” was used in the research. In the process of data analysis, SPSS 25 software was used for exploratory factor analysis and AMOS 21 software for confirmatory factor analysis. An item pool consisting of 50 items was created for the scale. The number of items was reduced to 40 by obtaining expert opinion in order to ensure the content validity of the scale. As a result of the factor analysis, it was determined that the total variance ratio explained by the single-factor scale with 17 items was 49.640%, and the internal consistency coefficient was .88. In addition to these, the values obtained as a result of the confirmatory factor analysis conducted to test the construct validity of the scale showed that the scale developed to determine the democracy levels of teacher candidates was valid and reliable.

Adaptation of the Competencies for Disaster Nursing Management Questionnaire: Turkish Version

2021 ◽  
pp. 1-7
Author(s):  
Utku Durgut ◽  
Tulin Yildiz
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Content Validity ◽  
Goodness Of Fit ◽  
Measurement Tool ◽  
Nursing Management ◽  
Validity And Reliability ◽  
Validity Index ◽  
Content Validity Index ◽  
Confirmatory Factor

Abstract Objective: This study aimed to carry out the validity and reliability study for the adaptation of the Competencies for Disaster Nursing Management Questionnaire (CDNMQ), which was developed by Al Thobaity and others in 2016, (https://pubmed.ncbi.nlm.nih.gov/26778698/) to Turkish, and to be able to use in the nursing literature. Method: This study was conducted in a methodological approach. The scale used in this study was a 10-point Likert scale with 43 items and 3 subfactors. The questionnaire was applied to 450 nurses. The validity and reliability of the scale were evaluated using the exploratory and confirmatory factor analysis. The content validity index was measured within the scope of the internal consistency measurements, and the Pearson’s product-moment correlation coefficient was examined for the test-retest. Results: The content validity index score was found to be 0.98. As a result of the confirmatory factor analysis of the CDNMQ, it was found that the 3-factor structure of the scale was valid and the goodness of fit tests was appropriate. Conclusion: The findings have shown that the CDNMQ study is similar to the original scale and an adequate measurement tool in determining competencies in disaster nursing management.

scholarly journals Occupational risk perception: A scale development study

2018 ◽  
Vol 9 (4) ◽  
pp. 98
Author(s):  
Berna Aksoy ◽  
Eylem Pasli Gurdogan
Keyword(s):  
Factor Analysis ◽  
Risk Perception ◽  
Nursing Students ◽  
Confirmatory Factor Analysis ◽  
Risk Perceptions ◽  
Occupational Risk ◽  
Measurement Tool ◽  
Cronbach’S Alpha ◽  
Cronbach's Alpha ◽  
Confirmatory Factor

Background and objective: The determination of occupational risk perception is the basic tool for making attitude and behaviour changes, for improving health and safety sense.  In the present paper, we aim to develop a reliable and valid occupational risk perception measurement.Methods: Cross-sectional survey design was used in the 2015-2016 academic year with a sample of involved students studying in the 2nd, 3rd and 4th grades (N = 439). 423 nursing students was recruited in the study. We evaluated the reliability and validity, consistency by using explanatory and confirmatory factor analysis, Cronbach’s alpha values and The Pearson correlation coefficients of the new scale.Results: After the explanatory factor analysis the scale was composed of 17 items and 3 subscales which named psychological and ergonomic risks subscale and person and institution-related risks subscale and the physical environment subscale. The Cronbach’s alpha of the scale was 0.826. The scale’s confirmatory factor analysis showed good conformance.Conclusions: The scale is a valid and reliable measurement tool for measuring occupational risk perceptions among nursing students. This scale is used to determine the occupational risk perceptions in the field of healthcare.

scholarly journals Bayesian confirmatory factor analysis and higher-level scores of interpersonal problems with circumplex structure

2021 ◽  
Author(s):  
Anneke Cleopatra Weide ◽  
Vera Scheuble ◽  
André Beauducel
Keyword(s):  
Factor Analysis ◽  
Maximum Likelihood ◽  
Confirmatory Factor Analysis ◽  
Factor Structure ◽  
Level Structure ◽  
Interpersonal Problems ◽  
Factor Scores ◽  
Correlation Pattern ◽  
Confirmatory Factor ◽  
Three Factor

Difficulties in interpersonal behavior are often measured by the circumplex-based Inventory of Interpersonal Problems. Its eight scales can be represented by a three-factor structure with two circumplex factors, Dominance and Love, and a general problem factor, Distress. Bayesian confirmatory factor analysis is well-suited to evaluate the higher-level structure of interpersonal problems because circumplex loading priors allow for data-driven adjustments and a more flexible investigation of the ideal circumplex pattern than maximum likelihood confirmatory factor analysis. Using a nonclinical sample from an online questionnaire study (N = 822), we replicated the three-factor structure of the IIP by maximum likelihood and Bayesian confirmatory factor analysis and found great proximity of the Bayesian loadings to perfect circumplexity. We also investigated higher-level scores for Dominance, Love, and Distress using traditional regression factor scores, posterior mean factor scores from Bayesian confirmatory factor analysis, and weighted sum scores. We found excellent reliability (with Rtt ≥ .90) for Dominance, Love, and Distress for all scoring methods. We found high congruence of the higher-level scores with the underlying factors and good circumplex properties of the scoring models. The correlation pattern with external measures – Agreeableness, Extraversion, and Neuroticism from the Big Five and subclinical grandiose narcissism – were in line with theoretical expectations. We encourage the use of Bayesian modeling when dealing with circumplex structure and recommend the use of higher-level scores for interpersonal problems as parsimonious, reliable, and valid measures.

scholarly journals Maslach Burnout Inventory-Human Services Survey (MBI-HSS) Versi Bahasa Indonesia: Studi Validasi Konstruk pada Anggota Polisi

2020 ◽  
Vol 9 (1) ◽  
pp. 19-29
Author(s):  
Heri Yulianto
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Emotional Exhaustion ◽  
Police Officers ◽  
Human Services ◽  
Maslach Burnout Inventory ◽  
Personal Accomplishment ◽  
Measurement Tool ◽  
Confirmatory Factor ◽  
The Impact

AbstractOne of the professions that has a high risk, stress and burnout rate is the police. To find out the extent of police officers against the impact of burnout, we need a valid and reliable measurement tool. This research seeks to test the construct validity of the Maslach Burnout Inventory-Human-Services Survey (MBI-HSS). The data used are data obtained from 504 police officers serving in the Metro Jaya Regional Police (Polda Metro Jaya); age between 21 and 56 years old (M = 33.04, SD = 8.533); male sex (99.8%) and female (0.2%); and length of work from 3–38 years (M = 15.04, SD = 8.533). The analytical method used is Confirmatory Factor Analysis (CFA) using Mplus 7.11. The test results prove that the data fit with the 3-correlated factor model that shows the correlation of emotional exhaustion and depersonalization factors = 0.966, emotional exhaustion and personal accomplishment = -0.590 and personal accomplishment and depersonalization =  -0.701, with RMSEA = 0.048, CFI = 0.943 and TLI = 0.934, indicating good fit.AbstrakSalah satu profesi yang memiliki resiko, stress dan tingkat burnout yang tinggi adalah polisi. Untuk mengetahui sejauh mana anggota polisi terhadap dampak burnout, dibutuhkan alat ukur yang valid dan reliabel. Oleh karena itu penelitian ini bertujuan untuk menguji validitas konstruk dari skala Maslach Burnout Inventory-Human-Services Survey (MBI-HSS). Data yang digunakan adalah data yang diperoleh dari 504 anggota polisi yang bertugas di Polda Metro Jaya; rentang usia 21 hingga 56 tahun (M = 33,04; SD = 8,533); jenis kelamin laki-laki (99,8%) dan wanita (0,2%); masa dinas mulai 3 hingga 38 tahun (M = 15,04; SD = 8,533). Metode analisis yang digunakan adalah Confirmatory Factor Analysis (CFA) dengan menggunakan software Mplus version 7.11. Hasil pengujian membuktikan bahwa data fit dengan model 3-correlated factor yang menunjukkan korelasi faktor emotional exhaustion dan depersonalisation = 0,966, emotional exhaustion dan personal accomplishment = -0,590 dan personal accomplishment dan depersonalisation = -0,701, dengan indeks kesesuaian RSMEA = 0,048; CFI = 0,943; dan TLI = 0,934. 

scholarly journals Democracy Scale For Teacher Candidates: A Validity And Reliability Study

2021 ◽  
Vol 4 (2) ◽  
Author(s):  
Fatih Kaya ◽  
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Teacher Candidates ◽  
Study Groups ◽  
Independent Study ◽  
Measurement Tool ◽  
Study Group ◽  
Validity And Reliability ◽  
Confirmatory Factor ◽  
Faculty Of Education

The aim of this study was to develop a valid and reliable measurement tool in order to determine the democracy levels of teacher candidates. During the scale development process in the research, the validity and reliability studies were conducted through three independent study groups. The first study group consisted of 627 students studying at the Faculty of Education in Inonu University in the 2020-2021 academic year, the second study group consisted of 324 students, and the third study group consisted of 87 students. “The Democracy Scale for Teacher Candidates” was used in the research. In the process of data analysis, SPSS 25 software was used for exploratory factor analysis and AMOS 21 software for confirmatory factor analysis. An item pool consisting of 50 items was created for the scale. The number of items was reduced to 40 by obtaining expert opinion in order to ensure the content validity of the scale. As a result of the factor analysis, it was determined that the total variance ratio explained by the single-factor scale with 17 items was 49.640%, and the internal consistency coefficient was .88. In addition to these, the values obtained as a result of the confirmatory factor analysis conducted to test the construct validity of the scale showed that the scale developed to determine the democracy levels of teacher candidates was valid and reliable.

Confirmatory Factor Analysis of the French Translation of the Abbreviated Form of the Revised Eysenck Personality Questionnaire (EPQR-A)

2002 ◽  
Vol 18 (2) ◽  
pp. 179-185 ◽  
Author(s):  
Christopher Alan Lewis ◽  
Leslie J. Francis ◽  
Nark Shevlin ◽  
Sarah Forrest
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Eysenck Personality Questionnaire ◽  
French Translation ◽  
Personality Questionnaire ◽  
English Version ◽  
Latent Factors ◽  
Original English Version ◽  
Confirmatory Factor ◽  
Undergraduate University Students

Summary: There is increasing interest in the abbreviated form of the Revised Eysenck Personality Questionnaire Revised (EPQR-A) as a research tool for psychologists. The present study evaluates the psychometric properties of a French translation of the EPQR-A in order to facilitate its use among French researchers. Data from a sample of French undergraduate university students were used. The dimensionality of the EPQR-A was examined in terms of the underlying latent factors. Using confirmatory factor analysis, we found evidence for the unidimensionality of the four EPQR-A subscales of extraversion, neuroticism, psychoticism, and the lie scale. These results are consistent with those of previous research with the original English version of the EPQR-A ( Francis, Brown, & Philipchalk, 1992 ; Forrest, Lewis, & Shevlin, 2000 ). It is concluded that the French translation of the EPQR-A can be recommended for further use.

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