Supplemental Material for Structural Equation Modeling of Multitrait–Multimethod Data: Different Models for Different Types of Methods

2011 ◽  
Vol 39 (9) ◽  
pp. 1245-1250 ◽  
Author(s):  
I-Ping Chiang ◽  
Chung-Hsien Hsieh

In this study we investigated the preferences of blog readers for the purpose of designing effective blog marketing campaigns. We surveyed 965 customers who have searched for product information via blogs before consuming, and used structural equation modeling to analyze the data. The results showed that the convenience provided by blogs is an important reason for consumers to use the medium for product research. Blog marketing elements were also analyzed in terms of interactional sharing, novelty, and professional characteristics. It was found that interactional sharing most affects consumers' intention to purchase. Additionally, for those who use blogs as a way to search for different types of products, degree of expertise is also an important factor.


2019 ◽  
Vol 17 (1) ◽  
pp. e0104 ◽  
Author(s):  
Jorge Pelegrín ◽  
Carlos González-Menorca ◽  
Lino Meraz

Wineries are using wine tourism to sell directly to consumers and develop brand equity. Studies show that emotions directly affect the purchase of products. However, they do not know the degree to which the emotions produced by the winery visit, the wine offer, or news about wine influence wine sales. The aim of this study was to compare the influence of emotions produced by the wine, the emotions produced by the winery visit and the emotions produced by the wine news on wine purchase intent. This paper applied structural equation modeling to a sample of 600 wine tourists in order to explain the influence of the emotions generated by the wine, the winery visit, and wine news on wine purchase intent. The results show that the different types of emotions affect tourists’ wine purchase intent differently. The percentage of variance explained was 34.6% for the model of the emotions produced by the wine vs. 10.3% for the model of the emotions produced by the winery visit and 6.3% for the model of the emotions produced by the wine news. The emotions produced by the wine offer have the greatest influence. The emotions produced by the winery visit were much less influential. Wine news had only a minor influence on purchase intent. Key findings for management are discussed.


2008 ◽  
Vol 13 (3) ◽  
pp. 230-253 ◽  
Author(s):  
Michael Eid ◽  
Fridtjof W. Nussbeck ◽  
Christian Geiser ◽  
David A. Cole ◽  
Mario Gollwitzer ◽  
...  

2021 ◽  
Vol 1996 (1) ◽  
pp. 012012
Author(s):  
Arianne R. Pequeña ◽  
Yogi Tri Prasetyo

Abstract Using face mask & face shield and practicing hand sanitary measures mitigate the risk of getting COVID-19. However, different types of discomfort have been long associated with these especially among healthcare workers. An online survey with 255 respondents was conducted to investigate the discomfort felt by another group of frontliners: food & beverage company workers. Based on the SEM, it was found that exposure to PPE & sanitary protocols significantly explains general discomfort. Visual discomfort, skin irritation, and breathing difficulty contribute most to general discomfort. This study linked overall discomfort to work difficulties. Parts of the face that are most prone to discomfort were identified: ears, nose, and cheeks. For demographics, age, department, and role could affect the severity of specific types of discomfort. This study aims to be the basis for more SEM models and creation of more ergonomic PPE & sanitary protocols in the F & B industry.


2021 ◽  
Vol 12 ◽  
Author(s):  
Huy P. Phan ◽  
Bing H. Ngu

We tested a theoretical-conceptual model that introduced our recently developed psychological concept, termed as psychological processes, which is defined as “a person’s continuing frame of mind to focus on disposition toward strong resolute, structured thoughts and organization, and aspiration to strive for educational success.” This proposition is innovative as it considers the notion that a person’s mindset is malleable and, importantly, subjects to social experiences derived from a situated social context. Moreover, from our definition, we contend that psychological processes, as a distinct construct, is “latent,” or underlying, with three comparable psychological attributes: personal resolve, effective functioning, and personal striving. Our conceptualization, acknowledging the importance of social contexts and individualized experience and personal belief, proposed that perceived social experiences (i.e., positive versus negative), as a source of information, would shape a student’s psychological processes, his/her state of motivation, and engagement in different types of adaptive outcomes. Moreover, from our point of view, psychological processes would act as a predictor as well as a potential mediator of motivation and engagement in different types of adaptive outcomes. In a similar vein, from the positive effect of psychological processes, motivation could act as a predictor as well as a mediator of adaptive outcomes. Structural equation modeling, from Taiwanese university students’ (N = 739) responses to various Likert-scale measures, showed support for our original a priori model – for example, the positive effects of perceived social experiences on psychological processes (β = 0.81, p < 0.001) motivation (β = 0.61, p < 0.001), and adaptive outcomes (β = 0.36, p < 0.01), and the positive effect of psychological processes on motivation (β = 0.31, p < 0.01). Interestingly, we also found some interesting findings with regard to the effects of measured indicators – for example, the positive effect of personal resolve, as a measured indicator, on adaptive outcomes (β = 0.28, p < 0.001), and the effect of self-efficacy, as a measured indicator, on academic liking experience, also a measured indicator (β = 0.12, p < 0.01). Overall, the results established have a wide range of implications for consideration – for example, the development of an educational program and/or instructional design that could promote and foster positive learning experiences.


2014 ◽  
Vol 35 (4) ◽  
pp. 201-211 ◽  
Author(s):  
André Beauducel ◽  
Anja Leue

It is shown that a minimal assumption should be added to the assumptions of Classical Test Theory (CTT) in order to have positive inter-item correlations, which are regarded as a basis for the aggregation of items. Moreover, it is shown that the assumption of zero correlations between the error score estimates is substantially violated in the population of individuals when the number of items is small. Instead, a negative correlation between error score estimates occurs. The reason for the negative correlation is that the error score estimates for different items of a scale are based on insufficient true score estimates when the number of items is small. A test of the assumption of uncorrelated error score estimates by means of structural equation modeling (SEM) is proposed that takes this effect into account. The SEM-based procedure is demonstrated by means of empirical examples based on the Edinburgh Handedness Inventory and the Eysenck Personality Questionnaire-Revised.


2020 ◽  
Vol 41 (4) ◽  
pp. 207-218
Author(s):  
Mihaela Grigoraș ◽  
Andreea Butucescu ◽  
Amalia Miulescu ◽  
Cristian Opariuc-Dan ◽  
Dragoș Iliescu

Abstract. Given the fact that most of the dark personality measures are developed based on data collected in low-stake settings, the present study addresses the appropriateness of their use in high-stake contexts. Specifically, we examined item- and scale-level differential functioning of the Short Dark Triad (SD3; Paulhus & Jones, 2011 ) measure across testing contexts. The Short Dark Triad was administered to applicant ( N = 457) and non-applicant ( N = 592) samples. Item- and scale-level invariances were tested using an Item Response Theory (IRT)-based approach and a Structural Equation Modeling (SEM) approach, respectively. Results show that more than half of the SD3 items were flagged for Differential Item Functioning (DIF), and Exploratory Structural Equation Modeling (ESEM) results supported configural, but not metric invariance. Implications for theory and practice are discussed.


2016 ◽  
Vol 37 (2) ◽  
pp. 105-111 ◽  
Author(s):  
Adrian Furnham ◽  
Helen Cheng

Abstract. This study used a longitudinal data set of 5,672 adults followed for 50 years to determine the factors that influence adult trait Openness-to-Experience. In a large, nationally representative sample in the UK (the National Child Development Study), data were collected at birth, in childhood (age 11), adolescence (age 16), and adulthood (ages 33, 42, and 50) to examine the effects of family social background, childhood intelligence, school motivation during adolescence, education, and occupation on the personality trait Openness assessed at age 50 years. Structural equation modeling showed that parental social status, childhood intelligence, school motivation, education, and occupation all had modest, but direct, effects on trait Openness, among which childhood intelligence was the strongest predictor. Gender was not significantly associated with trait Openness. Limitations and implications of the study are discussed.


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