Modelling turn away intention of information technology professionals in Bangladesh: a partial least squares approach

Arman, Md. Shohel; Akter, Rozina; Mahmud, Imran; Ramayah, T.

doi:10.11591/ijece.v10i5.pp4973-4981

Cited by 3 publications

(4 citation statements)

References 28 publications

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“…Smart partial least square (PLS) has been used to analyze the current study based on the understanding that it is an alternate of ordinary least square regression and applies partial least square path modeling. Scholars considered it suitable for the studies examining causal associations with hypothesis testing (Arman et al, 2020;Mansoor and Noor, 2019). Thus, to test the hypothesized paths and check for the results of the direct and mediation paths, the authors of the current study applied structural equation modelling through SMART PLS 3 (Yuan et al, 2020).…”

Section: Control Variablesmentioning

confidence: 99%

“…Thus, to test the hypothesized paths and check for the results of the direct and mediation paths, the authors of the current study applied structural equation modelling through SMART PLS 3 (Yuan et al, 2020). Serval recent studies applied this software and data analysis technique to assess the theoretical foundations of the constructs (Noor et al, 2021;Arman et al, 2020).…”

Section: Control Variablesmentioning

confidence: 99%

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Perceived effectiveness of e-governance as an underlying mechanism between good governance and public trust: a case of Indonesia

Hartanto

Dalle

Akrim

et al. 2021

DPRG

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Purpose This study aims to investigate the association of perceived accountability, perceived responsiveness and perceived transparency, and public trust in local government. Additionally, mediation of the perceived effectiveness of e-governance was also tested between these relationships. Design/methodology/approach Using a quantitative cross-sectional field survey, primary data was collected at local administration levels from two cities in Indonesia. The final data set of 355 respondents was then analyzed using SmartPls3 and the measurement and structural models were tested. Findings Positive results were obtained for all the hypothesized links (direct and indirect relationships). The study’s findings revealed useful insights for policymakers and researchers regarding the public’s perception of good governance and their expectations from the government, which further lead toward trust in local governments. Practical implications The study concluded that good governance practices develop and enhance the public’s trust in the government, thus provided key policy directions. Originality/value This study contributes to the body of knowledge related to good governance elements and their impact on public trust in the local government via the underlying mechanism of perceived e-governance effectiveness in developing countries in general and particularly the Indonesian context. Moreover, it is a unique study in the good governance domain while considering three good governance elements into a single theoretical framework. Previous studies have explored these elements individually with public trust, so this combined framework advances the body of knowledge. This research’s findings also contributed toward validating good governance theory with e-governance effectiveness and public trust integration in a single comprehensive framework. This research also helped answer the questions arising from past literature about declining public trust trends in local governments.

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Section: Control Variablesmentioning

confidence: 99%

Section: Control Variablesmentioning

confidence: 99%

Perceived effectiveness of e-governance as an underlying mechanism between good governance and public trust: a case of Indonesia

Hartanto

Dalle

Akrim

et al. 2021

DPRG

View full text Add to dashboard Cite

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“…The IS literature has found that the work exhaustion dimension of burnout positively influences turnover intention (e.g. Ahuja et al, 2007;Ford et al, 2013;Moore, 2000) and turnaway intention (Arman et al, 2020;Armstrong et al, 2015). While exhaustion has been most often used as a proxy for burnout, cynicism is a powerful predictor of turnover intention (Leiter and Maslach, 2009).…”

Section: Turnover and Turnaway Intentionmentioning

confidence: 99%

The drivers and effects of burnout within an information technology work context: a job demands-resources framework

Zaza

Riemenschneider

Armstrong

2021

ITP

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PurposeThe purpose of this empirical study is to explore the drivers and effects of a multidimensional conceptualization of burnout for information technology (IT) personnel using the job demands-resources framework.Design/methodology/approachUsing survey data from 247 IT professionals, the authors analyzed our model using partial least squares structural equation modeling (PLS-SEM), a composite-based method.FindingsThe authors find that job demands and job resources differently influence the dimensions of burnout, and the burnout dimensions influenced turnover intention (leave the organization) and turnaway intention (leave the field) except for cynicism, which did not affect turnover intention. The authors’ findings suggest that managers and human resource professionals may want to look beyond managing work exhaustion and consider focusing on the professional efficacy dimension of burnout to keep their IT professionals from leaving the organization and the IT industry.Originality/valueThis study highlights the need for researchers in the information systems field to rethink using exhaustion as a proxy for the burnout construct as focusing on work exhaustion does not tell the full story for IT professionals. Additionally, the findings indicate that job-related burnout affects not only IT professional's turnover intention but also turnaway intention. Last, psychosocial mentoring did not directly influence any of the burnout components but indirectly influenced all three components.

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“…SEM is a comprehensive statistical method that examines relationships between observed and latent factors [12]. It has been widely used in confirmatory factory analysis in many topics and fields [13]- [15].…”

Section: Introductionmentioning

confidence: 99%

A systematic review of structural equation modeling in augmented reality applications

Nguyen

2022

IJEECS

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The purpose of this study is to present a comprehensive review of the use of structural equation modeling (SEM) in augmented reality (AR) studies in the context of the COVID-19 pandemic. IEEE Xplore Scopus, Wiley Online Library, Emerald Insight, and ScienceDirect are the main five data sources for data collection from Jan 2020 to May 2021. The preferred reporting items for systematic reviews and meta-analyses (PRISMA) approach was used to conduct the analysis. At the final stage, 53 relevant publications were included for analysis. Variables such as the number of participants in the study, original or derived hypothesized model, latent variables, direct/indirect contact with users, country, limitation/suggestion, and keywords were extracted. The results showed that a variety of external factors were used to construct the SEM models rather than using the parsimonious ones. The reports showed a fair balance between the direct and indirect methods to contact participants. Despite the COVID-19 pandemic, few publications addressed the issue of data collection and evaluation methods, whereas video demonstrations of the augmented reality (AR) apps were utilized. The current work influences new AR researchers who are searching for a theory-based research model in their studies.

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Modelling turn away intention of information technology professionals in Bangladesh: a partial least squares approach

Cited by 3 publications

References 28 publications

Perceived effectiveness of e-governance as an underlying mechanism between good governance and public trust: a case of Indonesia

Perceived effectiveness of e-governance as an underlying mechanism between good governance and public trust: a case of Indonesia

The drivers and effects of burnout within an information technology work context: a job demands-resources framework

A systematic review of structural equation modeling in augmented reality applications

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