scholarly journals Using factor analysis to validate a questionnaire to explore self-regulation in learner-generated digital media (LGDM) assignments in science education

2019 ◽  
Author(s):  
Jorge Reyna ◽  
Jose Hanham ◽  
Panos Vlachopoulos ◽  
Peter Meier
Keyword(s):  
Factor Analysis ◽  
Digital Media ◽  
Exploratory Factor Analysis ◽  
Student Attitudes ◽  
Self Regulation ◽  
Questionnaire Data ◽  
Online Questionnaire ◽  
Future Studies ◽  
Confirmatory Factor ◽  
Practical Implications

This research is a validation study of a survey instrument to assess student self-regulation which aims to fill a methodological gap by capturing self-regulation processes while completing learner-generated digital media (LGDM) assignments. For this purpose, the study developed and validated a self-regulation learning questionnaire. Data were gathered from seven science subjects (Years 1 to 3, n = 341) which used LGDM assignments during Semester 1, 2017. Students were asked to complete a 40-item online questionnaire. The questionnaire was administered at three times during the semester (Weeks 2, 6, and 10). Exploratory factor analysis was used to identify factor structures, followed by confirmatory factor analysis to test the validity of the constructs defined by exploratory factor analysis. Analysis of the data revealed a ten-factor structure – six concerning self-regulation, two concerning student attitudes towards LGDM assignments, one concerning assignment ownership, and one concerning assignment motivation. The variables empirically verified in this study have important practical implications, as they could provide educators with the direction in which to target interventions to improve learners’ experiences with LDGM. The study findings also contribute to the field by providing scholars with a validated research instrument that can be used in future studies.

LMX as a negative predictor of presenteeism climate

2015 ◽  
Vol 2 (3) ◽  
pp. 282-302 ◽  
Author(s):  
Aristides I Ferreira ◽  
Luis F. Martinez ◽  
Cary Cooper ◽  
Diana M. Gui
Keyword(s):  
Factor Analysis ◽  
Design Methodology ◽  
Factor Model ◽  
Content Type ◽  
Future Studies ◽  
Confirmatory Factor ◽  
Member Exchange ◽  
Underlying Mechanisms ◽  
Negative Predictor ◽  
Practical Implications

Purpose – Some underlying mechanisms regarding presenteeism still remain unclear, namely, the construct of “presenteeism climate” and the importance of “leadership” Leader-Member Exchange (LMX) for presenteeism. In order to shed some light into this phenomenon, the purpose of this paper is to develop and apply a new scale of presenteeism climate. Design/methodology/approach – In Study 1, the authors identified a pool of items from the literature and, in Study 2 (n=147) the authors tested 26 items that were pilot studied with exploratory factor analysis. In Study 3 (n=293) the authors tested a three-factor model – extra-time valuation, supervision distrust and co-workers competitiveness – with confirmatory factor analysis. Findings – Results showed that LMX has a negative correlation with presenteeism climate. Study 3 also showed that this structure remained invariant with additional samples from employees working in hospitals from Ecuador (n=90) and China (n=237). Finally, the authors included suggestions for future studies to overcome the limitations of this research. Practical implications – This study has implications for managers and academics, as it emphasizes the importance of favorable behaviors between leaders and employees in order to decrease presenteeism and its adverse consequences. Originality/value – The main contribution consists of identifying dimensions of presenteeism climate and developing measures. Additionally, the authors contribute to the literature on leadership by studying the influence of LMX on presenteeism climate.

Latent structure of the symptomatology of hospitalized patients with bipolar mania

2014 ◽  
Vol 29 (7) ◽  
pp. 431-436 ◽  
Author(s):  
A. Filgueiras ◽  
A.L.S. Nunes ◽  
L.A.S. Silveira ◽  
R. de Assis da Silva ◽  
R.O. da Silva ◽  
...  
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Exploratory Factor Analysis ◽  
Psychiatric Symptoms ◽  
Latent Structure ◽  
Future Studies ◽  
Confirmatory Factor ◽  
Separate Dimension ◽  
Manic Patients ◽  
Best Fit

AbstractSeveral studies have attempted to understand the dimensions of psychiatric symptoms in manic episodes, but only a few have been able to model the latent structure of mania in bipolar disorder patients using confirmatory factor analysis. The objective of the present study was to search for the best model of the symptomatology of hospitalized manic patients. To achieve this goal, 117 manic inpatients during a manic crisis participated in this research. Exploratory factor analysis was conducted followed by confirmatory factor analysis using an exploratory factor analysis solution and three other theory-based models. The exploratory factor analysis results revealed a six-factor structure: depression, suicide, insomnia, mania, psychosis, and anxiety. This solution also presented the best fit to the data when tested with confirmatory factor analysis. A five-factor solution, without suicide as a separate dimension, appeared to be more theoretically suitable. Another important finding was that anxiety was an independent dimension in mania. Some hypotheses are discussed in light of contemporary theories, and future studies should investigate this aspect further.

scholarly journals The Fourth Dimension of Happiness and Work Satisfaction

2021 ◽  
Vol 16 (2) ◽  
pp. 118-133
Author(s):  
Eyal Eckhaus
Keyword(s):  
Job Satisfaction ◽  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Empirical Evidence ◽  
Exploratory Factor Analysis ◽  
Goal Setting ◽  
Work Satisfaction ◽  
Fourth Dimension ◽  
Confirmatory Factor ◽  
Practical Implications

Abstract Happiness and work satisfaction have been the focus of many studies in the last decade. The literature suggests three main dimensions of the quest for happiness ― pleasure, meaning, and engagement. While goal setting has been identified as a prominent process that may support happiness as well as work satisfaction, it has never been addressed as a dimension in the quest for happiness. This study addressed the literature gap, by presenting empirical evidence for the fourth dimension and its effect on work satisfaction. Based on 1077 respondents, Exploratory Factor Analysis (EFA) followed by Confirmatory Factor Analysis (CFA) were employed. Results confirm the existence of an independent fourth dimension, and its effect on job satisfaction and happiness. Although goal setting is a prominent construct to achieve happiness, especially in western culture, this is the first study that validates it as the fourth dimension in the search for happiness, followed by practical implications in the workforce.

scholarly journals Identifying Destination Attractiveness of Kuala Terengganu Perceived by Domestic Tourist

2021 ◽  
Vol 11 (9) ◽  
pp. 399-408
Author(s):  
Nur Izzati Ab Ghani ◽  
Muhamad Nasyat Muhamad Nasir ◽  
Zanariah Mohd Nor ◽  
Raja Noor Syuhaida Raja Yahya ◽  
Rafazila Ramli ◽  
...  
Keyword(s):  
Factor Analysis ◽  
Data Collection ◽  
Confirmatory Factor Analysis ◽  
Exploratory Factor Analysis ◽  
Online Questionnaire ◽  
High Quality ◽  
Confirmatory Factor ◽  
Advertising Strategies ◽  
Destination Attractiveness ◽  
Domestic Tourist

The mission of Terengganu Tourism Department is to attract and increase tourists so that they will spend on the increased attractiveness and delivery of high-quality services, create an unforgettable experience, and make Terengganu a great destination. However, the last statistics proved that Terengganu is among the states that received a small number of domestic tourists, including tourism receipts, as compared to other states. Terengganu was ranked in the ninth place of visited domestic tourists and receipts in 2018. Therefore, this study aims to identify the underlying factors of destination attractiveness of Kuala Terengganu: assuring that the advertising strategies will use the best strategy which has been formulated to attract the groups of domestics’ tourists to visit Kuala Terengganu. Data collection has been carried out using a Google Forms online questionnaire. A total of 90 respondents who had experience visiting Kuala Terengganu were involved in this study. The method of Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA) divided destination attractiveness construct into three factors namely 1) recreation, leisure and amenities; 2) accessible and; 3) attractions. The findings of this study are very useful to marketing practitioners in designing promotional campaigns of destination attractiveness towards Kuala Terengganu.

The Hierarchical Model of Exercise Dependence

2015 ◽  
Vol 36 (4) ◽  
pp. 247-257 ◽  
Author(s):  
Gayatri Kotbagi ◽  
Laurence Kern ◽  
Lucia Romo ◽  
Ramesh Pathare
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Physical Exercise ◽  
Exploratory Factor Analysis ◽  
Convergent Validity ◽  
Large Population ◽  
Assessment Tools ◽  
Negative Consequences ◽  
Confirmatory Factor ◽  
Preliminary Version

Abstract. Physical exercise when done excessively may have negative consequences on physical and psychological wellbeing. There exist many scales to measure this phenomenon. The purpose of this article is to create a scale measuring the problematic practice of physical exercise (PPPE Scale) by combining two assessment tools already existing in the field of exercise dependency but anchored in different approaches (EDS-R and EDQ). This research consists of three studies carried out on three independent sample populations. The first study (N = 341) tested the construct validity (exploratory factor analysis); the second study (N = 195) tested the structural validity (confirmatory factor analysis) and the third study (N = 104) tested the convergent validity (correlations) of the preliminary version of the PPPE scale. Exploratory factor analysis identified six distinct dimensions associated with exercise dependency. Furthermore, confirmatory factor analysis validated a second order model consisting of 25 items with six dimensions and four sub-dimensions. The convergent validity of this scale with other constructs (GLTEQ, EAT26, and The Big Five Inventory [BFI]) is satisfactory. The preliminary version of the PPPE must be administered to a large population to refine its psychometric properties and develop scoring norms.

Equivalent Factorial Structure of the Brief Symptom Inventory (BSI) in Clinical and Nonclinical Jordanian Populations

2010 ◽  
Vol 26 (2) ◽  
pp. 116-121 ◽  
Author(s):  
Fawzi S. Daoud ◽  
Amjed A. Abojedi
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Exploratory Factor Analysis ◽  
Clinical Sample ◽  
Brief Symptom Inventory ◽  
Factorial Structure ◽  
Symptom Inventory ◽  
Confirmatory Factor ◽  
Item Checklist ◽  
General Psychological Distress

This study investigates the equivalent factorial structure of the Brief Symptom Inventory (BSI) in clinical and nonclinical Jordanian populations, using both exploratory factor analysis (EFA) and confirmatory factor analysis (CFA). The 53-item checklist was administered to 647 nonclinical participants and 315 clinical participants. Eight factors emerged from the exploratory factor analysis (EFA) for the nonclinical sample, and six factors emerged for the clinical sample. When tested by parallel analysis (PA) and confirmatory factor analysis (CFA), the results reflected a unidimensional factorial structure in both samples. Furthermore, multigroup CFA showed invariance between clinical and nonclinical unidimensional models, which lends further support to the evidence of the unidimensionality of the BSI. The study suggests that the BSI is a potentially useful measure of general psychological distress in clinical and nonclinical population. Ideas for further research are recommended.

Understanding Perception of Weight Stigma: Development and Validation of Perceived Weight Stigmatization Scale

2020 ◽  
Vol 34 (4) ◽  
pp. 869-897
Author(s):  
Atiqa Rafeh ◽  
Rubina Hanif
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
University Students ◽  
Exploratory Factor Analysis ◽  
Internal Consistency ◽  
Weight Stigma ◽  
Principal Component Factor Analysis ◽  
Confirmatory Factor ◽  
Perceived Weight ◽  
Weight Stigmatization

The present study was intended to develop a scale to measure perceived weight stigmatization among people with obesity. The study was conducted in five steps. In first step, three focus group discussions were conducted with female obese university students to get the first-hand information related to weight stigmatization. Step two involved four interviews which were conducted with male obese university students to collect detailed information about weight stigmatization experiences of men. Step three included content analysis of qualitative data for item generation. In step four, judge’s opinion was taken, and a committee approach was carried out to select the items for the initial form of the scale. Items for final form of the scale were selected through exploratory factor analysis and confirmatory factor analysis in step five. For exploratory factor analysis, 150 university students (men = 61, women = 89) were included in the sample, whereas, for confirmatory factor analysis, another group of students (men = 78, women = 72) participated in the study. Principal Component Factor Analysis revealed three meaningful structures including Self-Perception, Perceived Social Rejection, and Perceived Impact containing 43 items. Confirmatory factor analysis confirmed this factor structure and all 43 items possessed factor loadings greater than .40. Moreover, results indicated that perceived weight stigmatization had high internal consistency (Cronbach’s alpha = .96) with three subscales having internal consistency .95, .83, and .92 respectively. Therefore, Perceived Weight Stigmatization Scale turned out to be a reliable and valid instrument for measuring perception of weight stigma in adults with obesity.

An investigation into the factor structure of the Cognitive Therapy Scale – Revised (CTS-R) in a CBT training sample

2021 ◽  
pp. 1-11
Author(s):  
Sarah Beale ◽  
Silia Vitoratou ◽  
Sheena Liness
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Cognitive Therapy ◽  
Exploratory Factor Analysis ◽  
Factor Structure ◽  
Factor Model ◽  
Single Factor ◽  
Behaviour Therapy ◽  
Cognitive Behaviour ◽  
Confirmatory Factor

Abstract Background: Effective monitoring of cognitive behaviour therapy (CBT) competence depends on psychometrically robust assessment methods. While the UK Cognitive Therapy Scale – Revised (CTS-R; Blackburn et al., 2001) has become a widely used competence measure in CBT training, practice and research, its underlying factor structure has never been investigated. Aims: This study aimed to present the first investigation into the factor structure of the CTS-R based on a large sample of postgraduate CBT trainee recordings. Method: Trainees (n = 382) provided 746 mid-treatment audio recordings for depression (n = 373) and anxiety (n = 373) cases scored on the CTS-R by expert markers. Tapes were split into two equal samples counterbalanced by diagnosis and with one tape per trainee. Exploratory factor analysis was conducted. The suggested factor structure and a widely used theoretical two-factor model were tested with confirmatory factor analysis. Measurement invariance was assessed by diagnostic group (depression versus anxiety). Results: Exploratory factor analysis suggested a single-factor solution (98.68% explained variance), which was supported by confirmatory factor analysis. All 12 CTS-R items were found to contribute to this single factor. The univariate model demonstrated full metric invariance and partial scalar invariance by diagnosis, with one item (item 10 – Conceptual Integration) demonstrating scalar non-invariance. Conclusions: Findings indicate that the CTS-R is a robust homogenous measure and do not support division into the widely used theoretical generic versus CBT-specific competency subscales. Investigation into the CTS-R factor structure in other populations is warranted.

scholarly journals Validation of the Spanish-Mexican Version of the Australian Breastfeeding Attitude Questionnaire in Higher Education Health Students

2021 ◽  
Vol 18 (9) ◽  
pp. 4609
Author(s):  
Gabriela Alejandra Grover-Baltazar ◽  
Gabriela Macedo-Ojeda ◽  
Ana Sandoval-Rodríguez ◽  
Marianne Martínez-Vizmanos ◽  
Lucrecia Carrera-Quintanar ◽  
...  
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Exploratory Factor Analysis ◽  
Cronbach’S Alpha ◽  
Cronbach's Alpha ◽  
Positive Attitudes ◽  
Confirmatory Factor ◽  
Valid Instrument ◽  
The One ◽  
Breastfeeding Attitudes

Positive attitudes towards breastfeeding in health professionals/students have been associated with increasing their confidence to provide support and accompaniment to mothers. In Mexico, there is no valid/reliable tool to assess attitudes towards breastfeeding in this population. The Australian Breastfeeding Attitudes (and Knowledge) Questionnaire (ABAQ) measures attitudes in the Australian population. We aimed to adapt and validate the ABAQ in Mexican health students. We included 264 health students (nursing, nutrition, and medicine) from the University of Guadalajara. Bilingual translators carried out the Spanish adaptation with a reverse translation into English. Experts evaluated the content validity. Reliability was evaluated through an internal consistency analysis (Cronbach’s alpha) and construct validity through convergent–divergent validation, item–total correlation, exploratory factor analysis (by principal components), and confirmatory factor analysis. According to the exploratory factor analysis, only one component was identified. Seven items were removed (low correlation between items ≤0.2 and low factor load ≤0.3). The Cronbach’s alpha was 0.78. According to the confirmatory factor analysis, the one-factor solution of the ABAQ-13Mx showed a good model fit (X2 = 98.41, G = 62, p = 0.02, CFI = 0.940, and RMSEA = 0.048). The ABAQ-13Mx is a reliable and valid instrument for evaluating attitudes towards breastfeeding in Mexican health degree students.

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