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Article
Publication date: 7 November 2016

Multilevel structural equation modeling analysis of the servant leadership construct and its relation to job satisfaction

Zhonghua Zhang, John Chi-Kin Lee and Ping Ho Wong

The purpose of this paper is to address the statistical issues associated with the hierarchically structured data in previous studies that focused on servant leadership…

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Abstract

Purpose

The purpose of this paper is to address the statistical issues associated with the hierarchically structured data in previous studies that focused on servant leadership. To resolve these issues, multilevel modeling methods were applied to re-visit the construct validity of the servant leadership questionnaire developed by Barbuto and Wheeler (2006) and investigate the relationship between servant leadership and job satisfaction under a multilevel framework.

Design/methodology/approach

The survey data was obtained from a sample of 2,089 teachers from 117 primary and secondary schools in Hong Kong. The analyses were conducted using multilevel confirmatory factor analysis (MLCFA) and multilevel structural equation modeling (MLSEM).

Findings

The results revealed the significant and non-trivial variances that were explained at the organization level in the items measuring servant leadership, which justified the use of MLCFA and MLSEM. The results of MLCFA provided empirical support for the multidimensional construct as well as the second-order factorial structure of servant leadership measures at both the individual and organization levels. In addition, the positive relationships between servant leadership and the followers’ job satisfaction were found to vary at different levels.

Originality/value

This study reiterates the importance of using appropriate methods to capture a solid definition of the construct of servant leadership and provides new insights into the conceptual framework of servant leadership as well as the effects of servant leadership on individual and organizational outcomes.

Details

Leadership & Organization Development Journal, vol. 37 no. 8
Type: Research Article
DOI: https://doi.org/10.1108/LODJ-07-2015-0159
ISSN: 0143-7739

Keywords

  • Servant leadership
  • Job satisfaction
  • Multilevel SEM
  • Multilevel CFA
  • Second-order model

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Article
Publication date: 8 February 2016

A multilevel study of structural resilience in interfirm collaboration: A network governance approach

Robert Van de Graaff Randolph

The purpose of this paper is to develop the concept of a high performance alliance macro-culture as a multilevel construct reflective of resilient collaborative systems of…

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Abstract

Purpose

The purpose of this paper is to develop the concept of a high performance alliance macro-culture as a multilevel construct reflective of resilient collaborative systems of exchange within strategic alliances and explores the distinct capabilities of this multilevel approach in predicting alliance outcomes.

Design/methodology/approach

The hypotheses developed in this study are tested using primary data collected from 650 members of 15 non-profit organizations in two multi-organizational collaborative networks. Considering the multilevel nature of the study the structural hypotheses are tested using a multilevel confirmatory factor analysis and the predictive hypotheses are tested using multilevel structural equation modeling.

Findings

All but one structural hypothesis are supported and all predictive hypotheses are supported suggesting that a multilevel macro-cultural conceptualization is effective in exploring the relationship between collaborative exchange systems and their outcomes.

Research limitations/implications

Limitations stem from the generalizability of the data collected as the alliances formed by non-profit firms may not be wholly reflective of the alliance structures and goals of other firm types.

Originality/value

This study primarily contributes to multilevel study of strategic alliances and the study of collaborative norms and structures of allied groupings. The results of this study lend support to the importance of taking a network governance perspective and illustrate the limitations of traditional single-level approaches when studying interfirm collaborative networks and structural resilience therein.

Details

Management Decision, vol. 54 no. 1
Type: Research Article
DOI: https://doi.org/10.1108/MD-06-2015-0247
ISSN: 0025-1747

Keywords

  • Strategic alliances
  • Network governance

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Book part
Publication date: 24 November 2010

Structural modeling of heterogeneous data with partial least squares

Edward E. Rigdon, Christian M. Ringle and Marko Sarstedt

Alongside structural equation modeling (SEM), the complementary technique of partial least squares (PLS) path modeling helps researchers understand relations among sets of…

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Abstract

Alongside structural equation modeling (SEM), the complementary technique of partial least squares (PLS) path modeling helps researchers understand relations among sets of observed variables. Like SEM, PLS began with an assumption of homogeneity – one population and one model – but has developed techniques for modeling data from heterogeneous populations, consistent with a marketing emphasis on segmentation. Heterogeneity can be expressed through interactions and nonlinear terms. Additionally, researchers can use multiple group analysis and latent class methods. This chapter reviews these techniques for modeling heterogeneous data in PLS, and illustrates key developments in finite mixture modeling in PLS using the SmartPLS 2.0 package.

Details

Review of Marketing Research
Type: Book
DOI: https://doi.org/10.1108/S1548-6435(2010)0000007011
ISBN: 978-0-85724-475-8

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Article
Publication date: 4 February 2019

The empowerment–organizational performance link in local governments

Beatriz García-Juan, Ana B. Escrig-Tena and Vicente Roca-Puig

The purpose of this paper is to contribute to the understanding of how to raise organizational performance in public sector organizations through human resource…

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Abstract

Purpose

The purpose of this paper is to contribute to the understanding of how to raise organizational performance in public sector organizations through human resource management. Specifically, this paper aims to investigate the link between structural empowerment and organizational performance, and the mediating role of the psychological empowerment of employees.

Design/methodology/approach

The authors apply multilevel structural equation modeling using a sample of 103 local governments’ managers and 461 employees from Spain.

Findings

The results show that structural empowerment is positively associated with organizational performance. Surprisingly, this relationship is not mediated by psychological empowerment, although it is a powerful antecedent of organizational performance.

Originality/value

In the context of new public management, structural empowerment emerges as a useful component of human resource management for improving organizational performance in public sector organizations. Nevertheless, scant research has combined structural empowerment practices and employees’ feelings of empowerment, which would create a global view to shed light on their role to increase organizational performance. Therefore, this paper examines the mediating function of psychological empowerment (individual level) in the structural empowerment–organizational performance link (organizational level) in the context of public sector organizations.

Details

Personnel Review, vol. 48 no. 1
Type: Research Article
DOI: https://doi.org/10.1108/PR-09-2017-0273
ISSN: 0048-3486

Keywords

  • Quantitative
  • Psychological empowerment
  • Public administration
  • Organizational performance
  • Structural empowerment
  • Multilevel design

Content available
Article
Publication date: 1 July 2019

National cultural value models and reputation of MNCs

Bernhard Swoboda and Nadine Batton

The purpose of this paper is to provide a theoretical and empirical comparison of four major national cultural value models for perceived corporate reputation (CR) of…

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Abstract

Purpose

The purpose of this paper is to provide a theoretical and empirical comparison of four major national cultural value models for perceived corporate reputation (CR) of multinational corporations (MNCs) across nations: Hofstede, Schwartz, the GLOBE study and Inglehart.

Design/methodology/approach

Two consumer surveys on an MNC and on competitors in 25 countries in the year 2015 (n=20,288 and 25,397) were used for the first time to compare the roles of the cultural value models as antecedents of CR, using multilevel structural equation modeling (MSEM), which disentangles the explained variances on the country level and on the individual level.

Findings

National culture is strongly attributed to individual CR perceptions of MNCs across nations. However, the four conceptual cultural value models explain the variance differently (46.2–84.6 percent) as do particular cultural value dimensions within each model. The results are stable for both surveys.

Research limitations/implications

Novel insights into the roles of cultural value models are provided for international business research. For MNCs aiming to use their CR to attract target groups in foreign countries, this study identifies the most influential cultural value model and particular dimensions.

Originality/value

This study contributes to cultural research by deepening the understanding of the various cultural value models and their importance for MNCs. Moreover, the authors add to the CR research by providing new insights into perception differences and using the still novel MSEM.

Details

Cross Cultural & Strategic Management, vol. 26 no. 2
Type: Research Article
DOI: https://doi.org/10.1108/CCSM-05-2018-0061
ISSN: 2059-5794

Keywords

  • National culture
  • Cultural value models
  • Hofstede
  • Schwartz
  • GLOBE
  • Inglehart
  • Corporate reputation
  • Multilevel structural equation modelling

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Article
Publication date: 9 May 2020

From brand identity to brand equity: a multilevel analysis of the organization–employee bidirectional effects in upscale hotels

Andy Xiaofeng Liu, Cathy H.C. Hsu and Daisy X.F. Fan

This study aims to examine the mechanism of how hotel executive brand identity influences physical facility quality, customer-based brand equity (CBBE) and employee-based…

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Abstract

Purpose

This study aims to examine the mechanism of how hotel executive brand identity influences physical facility quality, customer-based brand equity (CBBE) and employee-based brand equity (EBBE).

Design/methodology/approach

The study introduces a multilevel model and collects 925 executive and 1,978 employee responses from 62 upscale hotels in China.

Findings

Executive brand identity positively affects employee brand internalization, which leads to positive EBBE. Meanwhile, executive brand identity positively influences the physical facility quality, which leads to positive CBBE.

Originality/value

This study considers the tangible (physical facilities) and intangible (employees) elements of hotel services to comprehensively investigate the brand equity formation. By applying multilevel structural equation modeling, the study examines the bidirectional relationship between organizations and employees in the brand value transformation process.

Details

International Journal of Contemporary Hospitality Management, vol. 32 no. 7
Type: Research Article
DOI: https://doi.org/10.1108/IJCHM-08-2019-0680
ISSN: 0959-6119

Keywords

  • Multilevel SEM
  • Brand identity
  • Customer-based brand equity
  • Employee brand internalization
  • Employee-based brand equity
  • Physical facility quality

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Article
Publication date: 12 March 2018

Multilevel influences of team identification and transactive memory on team effectiveness

Estelle Michinov and Jacques Juhel

The purpose of this study was to examine the mediating effect of transactive memory between team identification and two outcomes of team effectiveness (i.e. team member…

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Abstract

Purpose

The purpose of this study was to examine the mediating effect of transactive memory between team identification and two outcomes of team effectiveness (i.e. team member satisfaction and team performance).

Design/methodology/approach

Data were obtained from a survey among 502 employees working in 53 teams, and analyzed by Multilevel Structural Equation Modeling.

Findings

Results showed that transactive memory partially mediated the relationship between team identification and team effectiveness at the individual level. Moreover, transactive memory, specifically the coordination component, fully mediated the relationship between team identification and team effectiveness at the team level.

Research limitations/implications

The study used a cross-sectional design for the questionnaire and no objective measure of team performance.

Practical implications

Managers who want to develop effective work teams may be advised to organize team-building activities to strengthen both affective and cognitive aspects.

Originality value

This is the first empirical study to examine the relationships between team identification, transactive memory and team effectiveness from a multilevel perspective.

Details

Team Performance Management: An International Journal, vol. 24 no. 1/2
Type: Research Article
DOI: https://doi.org/10.1108/TPM-05-2017-0021
ISSN: 1352-7592

Keywords

  • Transactive memory
  • Team identification
  • Team effectiveness
  • Team member satisfaction

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Article
Publication date: 4 November 2019

Psychological contract and attitudinal outcomes: multilevel mediation model

Yolanda Estreder, Inés Tomás, Maria José Chambel and José Ramos

The purpose of this paper is to examine the link between employer psychological contract (PC) fulfillment and employee attitudes (job satisfaction, organizational…

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Abstract

Purpose

The purpose of this paper is to examine the link between employer psychological contract (PC) fulfillment and employee attitudes (job satisfaction, organizational commitment and intention to leave the organization) by using employees’ perceptions of PC violation and organizational justice as serial mediators.

Design/methodology/approach

Data from 44 managers and 880 employees from 44 Spanish organizations were analyzed through multilevel structural equation modeling.

Findings

Results showed that employees’ feelings of PC violation and justice perceptions mediated the relationships between the employers’ PC fulfillment assessed by managers and job satisfaction and organizational commitment assessed by employees. The mediation effect was not significant for employees’ intention to leave the organization.

Originality/value

This study contributes to understand the process through which PC influences work outcomes, outlining the relevance of organizational justice as social exchange theory and PC theory (Guest, 2004) stated. In addition, present results extend the influence of PC on work outcomes from the individual to the organizational level.

Details

Personnel Review, vol. 48 no. 7
Type: Research Article
DOI: https://doi.org/10.1108/PR-07-2018-0237
ISSN: 0048-3486

Keywords

  • Psychological contract
  • Organizational justice
  • Job attitudes
  • Multilevel mediation
  • Multilevel SEM

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Article
Publication date: 6 August 2020

Structural empowerment and serving culture as determinants of organizational identification and turnover intention

Radoslaw Nowak

This paper aims to provide an alternative explanation for how organizations could increase levels of organizational identification, in turn reducing employee turnover…

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Abstract

Purpose

This paper aims to provide an alternative explanation for how organizations could increase levels of organizational identification, in turn reducing employee turnover intention. Specifically, the study empirically tests the joint effect of two types of organizational resources – structural empowerment and serving culture (SE*SC) – on employee identification. Moreover, it investigates the mediating effect of organizational identification on the relationship between the joint effect (SE*SC) and turnover intention.

Design/methodology/approach

The data were collected in 2018 from employees working in a higher education institution located in the USA. Structural equation modeling was used to test the proposed model.

Findings

Statistical analysis reveals the positive joint effect (SE*SC) on organizational identification and the mediating effect of identification on the relationship between the joint effect (SE*SC) and turnover intention.

Originality/value

This study contributes to past research by revealing a new important mechanism. Business organizations could increase levels of employee identification and, in turn, reduce turnover by providing empowering resources that allow employees to successfully complete their jobs. Moreover, the study also contributes to practice by providing some recommendations that managers may implement to improve internal effectiveness in their respective organizations.

Details

Management Research Review, vol. ahead-of-print no. ahead-of-print
Type: Research Article
DOI: https://doi.org/10.1108/MRR-02-2020-0064
ISSN: 2040-8269

Keywords

  • Organizational identification
  • Organizational culture
  • Employee turnover
  • Workplace empowerment
  • Structural empowerment
  • Serving culture

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Article
Publication date: 23 March 2010

The influence of school leadership styles and culture on students' achievement in Cyprus primary schools

Andreas Kythreotis, Petros Pashiardis and Leonidas Kyriakides

This study aims to examine the validation of both the model of direct effects and the model of indirect effects of principals' leadership on student academic achievement.

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Abstract

Purpose

This study aims to examine the validation of both the model of direct effects and the model of indirect effects of principals' leadership on student academic achievement.

Design/methodology/approach

A longitudinal study was conducted in which 22 schools, 55 classes and 1,224 Cypriot primary students participated. Specifically, achievements in Greek Language and Mathematics were assessed at the beginning and at the end of the same school year. Moreover, leadership style of school principals and teachers as well as school and classroom culture was measured.

Findings

The findings provide some empirical support for the model of direct effects of principals' leadership on student academic achievement. Moreover, student achievement gains were found to be related with five factors at the school level: the principals' human resource leadership style and four dimensions of organizational culture. At the classroom level, three dimensions of learning culture significantly influence student achievement in each subject. Finally, relationships between effectiveness factors operating at different levels were identified.

Originality/value

The article presents an original empirical study which examined the relationship among school leadership, school culture and student achievement in order to validate both the model of direct effects and the model of indirect effects of school principals on student achievement.

Details

Journal of Educational Administration, vol. 48 no. 2
Type: Research Article
DOI: https://doi.org/10.1108/09578231011027860
ISSN: 0957-8234

Keywords

  • Schools
  • Leadership
  • Organizational culture
  • Learning methods
  • Principals
  • Cyprus

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