On the Relative Small-Sample Properties of Several Structural-Equation Estimators

Econometrica ◽  
1967 ◽  
Vol 35 (1) ◽  
pp. 89 ◽  
Author(s):  
J. G. Cragg
Keyword(s):  
Structural Equation ◽  
Small Sample ◽  
Small Sample Properties

Validating the Factor Structure of the Stigma of Suicide Scale–Short Form Spanish Version Among Healthcare Students

Crisis ◽  
2020 ◽  
pp. 1-5
Author(s):  
Ruthmarie Hernández-Torres ◽  
Paola Carminelli-Corretjer ◽  
Nelmit Tollinchi-Natali ◽  
Ernesto Rosario-Hernández ◽  
Yovanska Duarté-Vélez ◽  
...  
Keyword(s):  
Factor Structure ◽  
Structural Equation ◽  
Short Form ◽  
Small Sample Size ◽  
Small Sample ◽  
Spanish Version ◽  
Equation Modeling ◽  
Cross Sectional ◽  
Healthcare Students ◽  
Spanish Speaking

Abstract. Background: Suicide is a leading cause of death among Spanish-speaking individuals. Suicide stigma can be a risk factor for suicide. A widely used measure is the Stigma of Suicide Scale-Short Form (SOSS-SF; Batterham, Calear, & Christensen, 2013 ). Although the SOSS-SF has established psychometric properties and factor structure in other languages and cultural contexts, no evidence is available from Spanish-speaking populations. Aim: This study aims to validate a Spanish translation of the SOSS-SF among a sample of Spanish-speaking healthcare students ( N = 277). Method: We implemented a cross-sectional design with quantitative techniques. Results: Following a structural equation modeling approach, a confirmatory factor analysis (CFA) supported the three-factor model proposed by Batterham and colleagues (2013) . Limitations: The study was limited by the small sample size and recruitment by availability. Conclusion: Findings suggest that the Spanish version of the SOSS-SF is a valid and reliable tool with which to examine suicide stigma among Spanish-speaking populations.

The intersectionality of teacher immediacy, emotioncy and willingness to communicate in higher education context

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Asieh Amini ◽  
Hiwa Weisi
Keyword(s):  
Second Language ◽  
Second Language Acquisition ◽  
Structural Equation ◽  
English Language ◽  
Pearson Correlation ◽  
Small Sample ◽  
Willingness To Communicate ◽  
Equation Modeling ◽  
Teacher Immediacy ◽  
Content Type

PurposeGiven the significance of willingness to communicate and its integral role in the field of foreign/second language acquisition (F/SLA), this quantitative study intends to examine the relationship between sensory emotioncy types and teacher immediacy with second language learners' willingness to communicate (WTC).Design/methodology/approachA total number of 280 students majoring in teaching English as a Foreign Language (TEFL), and English Language and Literature completed three scales of Sensory Emotioncy Type (SET), Willingness to Communicate and Teacher Immediacy (TI). For data analysis, Pearson correlation coefficient, multiple regression analysis and structural equation modeling (SEM) were employed.FindingsThe results of SEM showed that learners' WTC was significantly predicted by emotioncy and teacher immediacy. Further, reports from correlational and regression analyses revealed a significantly positive correlation, first, between teacher immediacy and learners' WTC, secondly, between emotioncy and learners' WTC.Research limitations/implicationsThe main limitation of this study was that the participants were selected from one context with relatively a small sample which might restrict the generalization. Nonetheless, the present study findings might extend ancillary horizons and provided worthwhile insights into the perception of teacher immediacy and emotioncy on students' willingness to communicate.Practical implicationsThe significance of the current study lies in its theoretical contribution to the notion of WTC and its pedagogical implications and suggestions to the benefits of rejuvenating second language teaching and learning. Findings of this study help pre-service and in-service teachers in providing them more robust picture of learners' individual differences; and hence exert the most appropriate tasks which learners have the most degree of familiarity and better to say, emotioncy.Originality/valueIn the current study notable results were obtained which would be efficacious to the present literature on the EFL teacher immediacy, emotioncy and willingness to communicate. First and foremost, the findings added to a growing body of literature on emotioncy as a relatively novel concept in academic settings and teacher immediacy , and willingness to communicate which have gained scant attention in the field.

Small-Sample Properties of Factor Mimicking Portfolio Estimates

2013 ◽  
Author(s):  
Zhuo Chen ◽  
Gregory Connor ◽  
Robert A. Korajczyk
Keyword(s):  
Small Sample ◽  
Small Sample Properties
Sign in / Sign up

Export Citation Format

Share Document