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Article
Publication date: 19 November 2018

Wesley Herscelle Gallant and Nico Martins

The testing of measurement invariance is important in cross-cultural research to establish whether the psychometric properties of an instrument remain valid and reliable across…

Abstract

Purpose

The testing of measurement invariance is important in cross-cultural research to establish whether the psychometric properties of an instrument remain valid and reliable across different sample groups as these assumptions are rarely tested statistically. The purpose of this paper is to determine the factorial invariance of the employee engagement questionnaire across the various race groups by means of structural equation modelling.

Design/methodology/approach

Cross-sectional and descriptive research designs were followed in this study in the form of non-probability, convenience sampling to attract a sample of 1,175 employees in financial institutions. The employee engagement instrument (EEI) was electronically administered to 285,000 people who form part of a research database.

Findings

The results confirmed the reliability and validity of the instrument as determined by the exploratory and confirmatory factor analysis. Lastly, the results indicated that invariance can be assumed across race groups for financial institutions.

Practical implications

It is important for organisations to take cognisance of how specific socio-demographic variables influence the measurement of employee engagement, in this case race. The conclusion reached was that the EEI can be used with confidence in the financial sector for future employee engagement assessments.

Originality/value

These findings add to the current body of literature that exists on employee engagement and race in the South African work context and addresses one of the complexities assessment practitioners might have to comply with regarding questionnaire validity across race groups.

Details

International Journal of Productivity and Performance Management, vol. 67 no. 9
Type: Research Article
ISSN: 1741-0401

Keywords

Book part
Publication date: 12 November 2021

Kaylee Litson and David Feldon

There is currently a great deal of attention in psychometric and statistical methods on ensuring measurement invariance when examining measures across time or populations. When…

Abstract

There is currently a great deal of attention in psychometric and statistical methods on ensuring measurement invariance when examining measures across time or populations. When measurement invariance is established, changes in scores over time or across groups can be attributed to changes in the construct rather than changes in reaction to or interpretation of the measurement instrument. When measurement in not invariant, it is possible that measured differences are due to the measurement instrument itself and not to the underlying phenomenon of interest. This chapter discusses the importance of establishing measurement invariance specifically in postsecondary settings, where it is anticipated that individuals' perspectives will change over time as a function of their higher education experiences. Using examples from several measures commonly used in higher education research, the concepts and processes underlying tests of measurement invariance are explained and analyses are interpreted using data from a US-based longitudinal study on bioscience PhD students. These measures include sense of belonging over time and across groups, mental well-being over time, and perceived mentorship quality over time. The chapter ends with a discussion about the implications of longitudinal and group measurement invariance as an important conceptual property for moving forward equitable, reproducible, and generalizable quantitative research in higher education. Invariance methods may further be relevant for addressing criticisms about quantitative analyses being biased toward majority populations that have been discussed by critical theorists engaging quantitative research strategies.

Details

Theory and Method in Higher Education Research
Type: Book
ISBN: 978-1-80262-441-0

Keywords

Article
Publication date: 8 September 2023

Maryam Nasser Al-Nuaimi

Despite the ever-increasing importance of cultivating information, communication and technology literacy skills among college students, they have yet to be related to…

Abstract

Purpose

Despite the ever-increasing importance of cultivating information, communication and technology literacy skills among college students, they have yet to be related to comprehensive measuring instruments. A glance at the empirical literature reveals that most pertinent scales have been confined to measuring Internet literacy skills, whereas educators in the 21st century advocate an inclusive conceptualization of ICT literacy. Such a comprehensive conceptualization embodies technical, critical, cognitive and emotional competencies. Additionally, more empirical evidence is needed to indicate gaps in testing measurement invariance of ICT literacy scales across genders or cultures. To that end, the current study aims to adapt and cross-validate an ICT literacy self-efficacy scale across gender by testing the measurement invariance using a multiple-sampling confirmatory factor analysis (MCFA). Furthermore, the current study aims to verify the ICT literacy self-efficacy scale's psychometric properties to establish its construct validity and understand the scale's underlying factorial structure.

Design/methodology/approach

The current study has administered the scale to a cross-sectional sample of 3560 undergraduate students enrolled in six universities in the Sultanate of Oman.

Findings

The results have revealed that the ICT literacy self-efficacy exhibits satisfactory indices of construct validity. On the other hand, the results of MCFA demonstrate that the differences in the goodness of fit indices between the nested models and the baseline model were below the cut-off criterion of 0.01, indicating invariance. Therefore, the scale has proved to be amenable for comparing genders on their ICT literacy self-efficacy using an one-way multivariate analysis of variance.

Originality/value

The study has several implications for research and pedagogical practices. The study provides empirical evidence for establishing ICT literacy self-efficacy as a distinct high-domain construct of task-specific self-efficacy beliefs.

Article
Publication date: 17 September 2019

Hyo Jin Eom and Zhenqiu (Laura) Lu

Researchers have used the construct of consumers’ perceived value to examine the behavioral attitudes or outcomes from different shopping experiences. The purpose of this paper is…

Abstract

Purpose

Researchers have used the construct of consumers’ perceived value to examine the behavioral attitudes or outcomes from different shopping experiences. The purpose of this paper is to investigate the equivalence of psychometric characteristics of consumers’ perceived value across groups of consumers to support the underlying assumption that the construct is universally equivalent across different shopping contexts.

Design/methodology/approach

Confirmatory factor analyses were performed to examine the measurement invariance of consumers’ perceived value in the different types of brand and retailer collaborations in a sample of 856 American consumers.

Findings

Based on the sequential tests, the results confirmed the consistent structure of the measurement instrument of consumers’ perceived value. In practical applications, although the invariance of monetary value could not be established at the metric level, the findings suggest that social value, convenient value and epistemic value were invariant across groups of consumers in the different shopping contexts.

Originality/value

This research may provide valuable insights into the measurement invariance of consumers’ perceived value, as well as suggestions for researchers before conducting substantive tests of theories with the construct.

Details

Asia Pacific Journal of Marketing and Logistics, vol. 32 no. 5
Type: Research Article
ISSN: 1355-5855

Keywords

Article
Publication date: 28 April 2020

Agustín Freiberg Hoffmann and Mercedes Fernández Liporace

The study analyses psychometric features of the Grasha–Riechmann student learning style scale. It measures the instructional preferences of students attending different…

Abstract

Purpose

The study analyses psychometric features of the Grasha–Riechmann student learning style scale. It measures the instructional preferences of students attending different educational stages.

Design/methodology/approach

The scale was translated from English to Spanish. Content and face validity evidences were analysed. After that, construct validity evidences – exploratory factor analysis, confirmatory factor analysis, factorial invariance analysis – and internal consistency were examined. Data were collected from samples composed of high school and college students from Argentina.

Findings

The adapted version, a four-factor 12-item scale, suitable to be used in local students, measures four learning styles – competitive, independent, dependent and collaborative. The model showed a better fit when compared to rival models – three-factor and six-factor. Besides, the four-factor model verified its factorial invariance in high school and college students' groups composing the sample. The internal consistency indices were adequate for every dimension (ordinal α > 0.70).

Research limitations/implications

Despite satisfactory results of the internal validity evidences and the internal consistency analysis, further studies should analyse external validity evidences – criterion and predictive evidences.

Practical implications

The adapted version of the scale is suitable to be used by teachers in order to examine learning preferences in their students. Such information will allow the adaptation of teaching methods regarding the actual students' needs.

Originality/value

The Grasha–Riechmann student learning style scale’s Argentinian adaptation is presented. It is a valid and reliable measure of learning styles suitable to be used in high school and college.

Details

Journal of Applied Research in Higher Education, vol. 13 no. 1
Type: Research Article
ISSN: 2050-7003

Keywords

Article
Publication date: 1 April 2014

Laura Lucia-Palacios, Victoria Bordonaba-Juste, Yolanda Polo-Redondo and Marko Grünhagen

The purpose of this paper is to examine the impact of e-business implementation (in terms of internal integration and external diffusion) on organizational performance through the…

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Abstract

Purpose

The purpose of this paper is to examine the impact of e-business implementation (in terms of internal integration and external diffusion) on organizational performance through the mediating effects of differentiation, enterprise agility, customer relationship development and partner attraction.

Design/methodology/approach

A survey of franchisors was conducted across the USA and Spain. Before running the model, the paper tests for measurement invariance across the two country samples. The paper uses structural equation modeling to test the conceptual model.

Findings

The results of the measurement invariance suggest that all the constructs supported this characteristic, except for internal integration. External diffusion leads to differentiation, enterprise agility, relationship development and partner attraction for American and Spanish firms. However, internal integration has no impact on any outcome in the USA while, for Spanish firms, it has a positive and direct effect on economic performance. The full mediating role of non-financial performance between external diffusion and organizational performance depends on the country analyzed. While differentiation and relationship development fully mediate this relationship in the US sample, in the Spanish sample, the advantages of external diffusion are transferred through differentiation, enterprise agility and partner attraction.

Practical implications

–The paper suggests that franchise firms should not focus on the direct effect of e-business implementation on performance. Instead, franchisors should consider that its effect on performance is achieved through greater differentiation, relationship development, enterprise agility and partner attraction. So, the paper suggests that franchisors should think about the long-term effects of the advantages obtained from implementing e-business.

Originality/value

This study contributes to IS research by identifying the link between internal integration and external diffusion and organizational performance through the examination of the mediating role of non-financial performance measures in two countries. Compared with previous research, the paper first analyzes measurement invariance across countries to provide unbiased results.

Details

Internet Research, vol. 24 no. 2
Type: Research Article
ISSN: 1066-2243

Keywords

Article
Publication date: 23 May 2018

Mónica Haro-González, Raquel Pérez-Ordás, Alberto Grao-Cruces, Román Nuviala and Alberto Nuviala

The purpose of this paper is to determine how an instrument – designed to assess quality, value, and satisfaction – works, and compare results obtained in female users of unisex…

Abstract

Purpose

The purpose of this paper is to determine how an instrument – designed to assess quality, value, and satisfaction – works, and compare results obtained in female users of unisex sports services and fitness centres and female users of exclusively female sports services and fitness centres.

Design/methodology/approach

A total of 745 women belonging to 62 sports services and fitness centres took part in this study; 36.60 per cent were members of female-exclusive centres. The average age was 32.97±14.11 years. In total, 38.70 per cent of the women surveyed used the sports services and fitness centres twice a week for 66.37±32.87 minutes on average. The EPOD2 questionnaire was used. This instrument is made up of 25 items and measures quality, value, and satisfaction. The invariance of the factorial structure in the two groups was verified and regression coefficients were calculated for the relationships in the model.

Findings

The model is stable in both of the groups. Quality is a predecessor of value and satisfaction. Value is related to a large extent to Satisfaction. The dimensions of quality (activity, sports instructors, service personnel, and space) are directly related to value and/or satisfaction. There are significant differences in the standardised values that relate quality and its dimensions with the value and satisfaction between women users of female-exclusive centres and women users of unisex centres.

Originality/value

This paper is important because the findings of this study can be applicable to help sports services and fitness centres, whether unisex centres or female-exclusive centres, obtain better assessments from female users.

Details

International Journal of Sports Marketing and Sponsorship, vol. 19 no. 4
Type: Research Article
ISSN: 1464-6668

Keywords

Article
Publication date: 1 February 2013

Jens Rowold and Lars Borgmann

The aim of this study is to contribute to the construct validity of leadership styles. Although several theories of leadership emerged in the past decades, integrative research on…

5040

Abstract

Purpose

The aim of this study is to contribute to the construct validity of leadership styles. Although several theories of leadership emerged in the past decades, integrative research on leadership constructs is rare. Thus, for the first time, the present study critically tests whether the leadership constructs of transformational and transactional leadership, consideration and initiating structure, and leader‐member‐exchange are convergent, or whether they exhibit discriminant validities, as hypothesized by theory.

Design/methodology/approach

Applying hierarchical structural equation modeling to the multitrait‐multimethod (MTMM) approach, the present study explored the convergent and discriminant validity of leadership constructs based on data from multiple sources. Altogether, N=148 dyads of leaders and subordinates from various industries in Germany participated in the present study.

Findings

Results demonstrated evidence for the convergence of the leadership constructs.

Practical implications

In leadership feedback projects in organizations, practitioners should utilize multiple rating perspectives for adequate descriptions of leadership behaviors.

Originality/value

Interestingly, approximately the same amount of variance in the data was due to the rating sources as it was to the leadership constructs, suggesting strong method effects in leadership research. The present study was among the first MTMM approaches that addressed the construct validity of several leadership constructs simultaneously and thus, allows new insight into the overall network of leadership theories.

Details

Leadership & Organization Development Journal, vol. 34 no. 1
Type: Research Article
ISSN: 0143-7739

Keywords

Article
Publication date: 31 July 2019

Anupriya Kaur and Preeti Thakur

The purpose of this paper is to validate the conceptual model that presents the determinants of Tier 2 consumer’s online shopping attitude and the interrelationships among the…

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Abstract

Purpose

The purpose of this paper is to validate the conceptual model that presents the determinants of Tier 2 consumer’s online shopping attitude and the interrelationships among the constructs across the three Tier 2 cities in India.

Design/methodology/approach

The paper uses survey-based data from three Tier 2 cities of North India – Kota, Agra and Jalandhar and uses a combination of statistical techniques to assess psychometric properties of the scales and conduct the measurement and structural invariance.

Findings

The findings of the paper reveals that technology readiness, consumer innovativeness, fondness for branded products and perceived brand unavailability act as determinants of online shopping attitude and there is a positive relationship between online shopping attitude and online purchase intention among Tier 2 consumers in India while perceived offline hedonic value do not have any significant impact.

Research limitations/implications

Future researchers can use this model with additional confidence given its cross-segment robustness.

Practical implications

Online marketers can use the antecedents identified in this study to develop and encourage positive online shopping attitude in small town India.

Originality/value

This research paper is the first one that investigated online shopping attitudes of Indian Tier 2 consumers. Importantly, it validated the determinants of online shopping attitude among Tier 2 consumers. National and international e-tailers aiming to develop and expand their operations to India now have the critical empirical verification concerned with the determinants of online shopping attitude and behaviour in India which would be meaningful to develop a sound marketing strategy.

Details

Asia Pacific Journal of Marketing and Logistics, vol. 33 no. 6
Type: Research Article
ISSN: 1355-5855

Keywords

Article
Publication date: 2 March 2012

Zhang Han and Xu Erming

The purpose of this paper is to explore the factors impacting corporate knowledge's assimilation and exploitation; to posit the relationship between assimilation and exploitation…

Abstract

Purpose

The purpose of this paper is to explore the factors impacting corporate knowledge's assimilation and exploitation; to posit the relationship between assimilation and exploitation, and build up a research model to compare the differences of these relationships in companies with different ownership identities.

Design/methodology/approach

Structure equation model.

Findings

The paper finds that the function of communicational capability and social capital on knowledge's assimilation and exploitation is impacted by ownership identity.

Practical implications

In China, persons making decisions on innovation strategy of knowledge should consider the ownership identity.

Originality/value

The paper shows that the institutional factor indeed impacts knowledge transfer and innovation. Social capital and communicational capability can reduce the obstacles to knowledge's capture and diffusion, however, the institutional distance will change their function's direction and degree.

1 – 10 of 673