scholarly journals Empirical Investigation to assess the impact of ICT deployment in SCM using SEM

2022 ◽  
Vol 15 (1) ◽  
pp. 0-0
Keyword(s):  
Supply Chain ◽  
Communication Technology ◽  
Structural Equation ◽  
Empirical Investigation ◽  
Equation Modeling ◽  
Domain Experts ◽  
Service Companies ◽  
Confirmatory Factor ◽  
Level I ◽  
The Impact

The adoption of Information & Communication Technology (ICT) is becoming increasingly ubiquitous and it is prominent in Supply Chain too. The objective of this paper is to perform an empirical investigation to assess the impact of ICT in Supply Chain Management (SCM) using Structural Equation Modeling (SEM). A Survey questionnaire was administered and collected from 200+ SCM professionals in sectors such as manufacturing, services, MSMEs, international companies as well as SCM/ERP professionals working as domain experts in IT and service companies. Confirmatory Factor Analysis was used to validate the suggested empirical model & hypothesis based on the impact of ICT deployment on SCOR Level I metrics/indicators as constructs. This research appends to the literature on supply chain performance measures and addresses a recognized gap in terms of rubrics, constructs, assessment frameworks and metrics of these ICT benefits and capabilities in SCM. This framework can be used by any enterprise irrespective of the geography or country, vertical or domain, manufacturing or services.

scholarly journals Application of Blockchain for Supply Chain Financing: Explaining the Drivers Using SEM

2021 ◽  
Vol 7 (3) ◽  
pp. 167
Author(s):  
Mohammad Rokibul Kabir ◽  
Md. Aminul Islam ◽  
Marniati ◽  
Herawati
Keyword(s):  
Supply Chain ◽  
Technology Acceptance ◽  
Structural Equation ◽  
Research Work ◽  
Partial Least Square ◽  
Least Square ◽  
Equation Modeling ◽  
Innovation Research ◽  
Supply Chain Financing ◽  
The Impact

Owing to the lack of research in emerging Asian nations, this research aimed to unearth the determinants of blockchain acceptance for supply chain financing by a Bangladeshi financing company called IPDC. Centred on a technology acceptance framework called UTAUT (unified theory of acceptance and use of technology) and open innovation research, an expanded model with a mediating variable is developed for this study. This research work employs the deductive inference method in conjunction with the positivism paradigm. A structural questionnaire was used to gather data, which were then processed through Smart-PLS (partial least square) for SEM (structural equation modeling). The survey includes all the people who are directly or indirectly involved in the supply chain financing platform of IPDC. The study consists of seven direct hypotheses and one mediating hypothesis. The results show that all the direct hypotheses except the impact of social influence on the behavioural intention to use (BINTU) blockchain are significant. The mediating hypothesis indicating the role of BINTU in the relationship between facilitating conditions (FCON) and the actual use of blockchain is also supported. FCON and BINTU together explain 88.7% variation in blockchain use behaviour for supply chain financing. The research advances past findings by employing an expanded UTAUT framework and validating observations with the other relevant studies throughout the world.

scholarly journals Antecedents to Employee Attrition Behavior in Indian IT/ITES Sector

2019 ◽  
Vol 9 (1) ◽  
pp. 1132-1142
Keyword(s):  
Factor Analysis ◽  
Structural Equation ◽  
Group Analysis ◽  
Equation Modeling ◽  
Path Coefficients ◽  
Confirmatory Factor ◽  
Career Growth ◽  
Employee Attrition ◽  
Hr Managers ◽  
The Impact

Attrition is the biggest challenges being faced by the HR managers in today’s competitive environment especially with IT/ITES sectors. The study identifies clarity, career growth and advancement, personal priorities and organizational environment as the vital antecedent factors which impacts employee attrition. Further through multi-group analysis the paper studies the impact of agile environment on the said relationships in low and high agile environment. The study uses exploratory factor analysis, confirmatory factor analysis and structural equation modeling for obatinig path linkages. In high agile group all the path linkages were highly significant and the path coefficients were stronger

scholarly journals Impact of big data and predictive analytics capability on supply chain sustainability

2018 ◽  
Vol 29 (2) ◽  
pp. 513-538 ◽  
Author(s):  
Shirish Jeble ◽  
Rameshwar Dubey ◽  
Stephen J. Childe ◽  
Thanos Papadopoulos ◽  
David Roubaud ◽  
...  
Keyword(s):  
Big Data ◽  
Supply Chain ◽  
Theoretical Model ◽  
Performance Measures ◽  
Structural Equation ◽  
Predictive Analytics ◽  
Equation Modeling ◽  
Sustainable Supply Chain ◽  
Content Type ◽  
The Impact

PurposeThe purpose of this paper is to develop a theoretical model to explain the impact of big data and predictive analytics (BDPA) on sustainable business development goal of the organization.Design/methodology/approachThe authors have developed the theoretical model using resource-based view logic and contingency theory. The model was further tested using partial least squares-structural equation modeling (PLS-SEM) following Peng and Lai (2012) arguments. The authors gathered 205 responses using survey-based instrument for PLS-SEM.FindingsThe statistical results suggest that out of four research hypotheses, the authors found support for three hypotheses (H1-H3) and the authors did not find support forH4. Although the authors did not find support forH4(moderating role of supply base complexity (SBC)), however, in future the relationship between BDPA, SBC and sustainable supply chain performance measures remain interesting research questions for further studies.Originality/valueThis study makes some original contribution to the operations and supply chain management literature. The authors provide theory-driven and empirically proven results which extend previous studies which have focused on single performance measures (i.e. economic or environmental). Hence, by studying the impact of BDPA on three performance measures the authors have attempted to answer some of the unresolved questions. The authors also offer numerous guidance to the practitioners and policy makers, based on empirical results.

Analyzing the post-harvest supply chain enablers of vertical integration for rural employability and marketability

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Rahul Priyadarshi ◽  
Srikanta Routroy ◽  
Girish Kant
Keyword(s):  
Factor Analysis ◽  
Supply Chain ◽  
Vertical Integration ◽  
Rural Areas ◽  
Structural Equation ◽  
Equation Modeling ◽  
Value Addition ◽  
Content Type ◽  
Post Harvest ◽  
The Impact

Purpose The purpose of this study is to analyze the post-harvest supply chain enablers (PHSCEs) for vertical integration to enhance rural employability, farmer profitability and rural produce marketability (i.e. market prospects) in the post-harvest supply chain (PHSC). The impact of vertical integration is also explored for various commercial produces. Design/methodology/approach A structural equation modeling (SEM) of PHSCEs for vertical integration was developed to enhance market prospects, rural employability and farmer profitability. The impact of business-to-business (B2B) and business-to-customer market prospects are explored in various dimensions for stakeholders such as farmers, manufacturers (processors), distributors and retailers. The fuzzy technique for order of preference by similarity to ideal solution (F-TOPSIS) was used to prioritize these PHSCEs to improve market prospects and rural employability. Findings The PHSCEs are clustered into three groups, namely, initiatives at the strategic frontier, initiatives at the tactical frontier and concerns for rural employability via vertical integration using exploratory factor analysis, confirmatory factor analysis and SEM to prove the null hypothesis. With F-TOPSIS results, the availability of warehousing was found to be the most crucial enabler when observing the PHSCEs from the initiatives’ perspective. The technology adaptability and availability, institute for training and research and information infrastructure and information visibility were found to be the key PHSCEs when observed from PHSC stakeholders’ perspectives. Research limitations/implications The implementation of this study will improve the rural produce marketability, rural employability, B2B marketing (i.e. effective distribution) and subsequent value chains with the practice of vertical integration for fresh produce at the rural level. Practical implications The outcomes of this study have a key role in developing the rural regions and improving rural livelihoods via value addition. The awareness of commercial cultivation and value addition in rural areas needs to be improved. This will help farmers to earn better revenues with improved market prospects in comparison to the revenues obtained from the cultivation of staple/conventional crops. Originality/value In an era of cold chains and food processing, this study aims to disseminate awareness about value addition for commercial and fresh produces at the rural level. The implication of this study will improve rural produce marketability, rural employability and farmer profitability at the rural level with the level of vertical integration.

The impact of information security initiatives on supply chain robustness and performance: an empirical study

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Sindhuja P.N.
Keyword(s):  
Supply Chain ◽  
Information Security ◽  
Supply Chains ◽  
Structural Equation ◽  
Essential Element ◽  
Equation Modeling ◽  
Content Type ◽  
And Performance ◽  
The Impact ◽  
Supply Chain Robustness

Purpose Information security is an essential element in all business activities. The damage to businesses from information security breaches has become pervasive. The scope of information security has widened as information has become a critical supply chain asset, making it more important to protect the organization’s data. Today’s global supply chains rely upon the speedy and robust dissemination of information among supply chain partners. Hence, processing of accurate supply chain information is quintessential to ensure the robustness and performance of supply chains. An effective information security management (ISM) is deemed to ensure the robustness of supply chains. The purpose of the paper is to examine the impact of information security initiatives on supply chain robustness and performance. Design/methodology/approach Based on extant literature, a research model was developed and validated using a questionnaire survey instrument administered among information systems/information technology managers. Data collected were analyzed using exploratory and confirmatory factor analysis. Further, to test the hypotheses and to fit the theoretical model, Structural equation modeling techniques were used. Findings Results of this study indicated that information security initiatives are positively associated with supply chain robustness and performance. These initiatives are likely to enhance the robustness and performance of the supply chains. Originality/value With the advancements in internet technologies and capabilities as well as considering the dynamic environment of supply chains, this study is relevant in terms of the capability that an organization needs to acquire with regards to ISM. Benefiting from the resource dependency theory, information security initiatives could be considered as a critical resource having an influence on the internal and external environment of supply chains.

Beyond the Game: Dimensions of Esports Online Spectator Demand

2019 ◽  
Vol 8 (6) ◽  
pp. 825-851 ◽  
Author(s):  
Tyreal Yizhou Qian ◽  
James Jianhui Zhang ◽  
Jerred Junqi Wang ◽  
John Hulland
Keyword(s):  
Factor Analysis ◽  
Structural Equation ◽  
Behavioral Outcomes ◽  
The Other ◽  
Equation Modeling ◽  
Chat Room ◽  
Semistructured Interviews ◽  
Confirmatory Factor ◽  
Stream Quality ◽  
The Impact

This study explored and evaluated the dimensions and consequences of esports online spectator demand. In doing so, we identified preliminary dimensions of esports online spectator demand based on semistructured interviews and online open-ended surveys. Findings resulted from the qualitative study were adopted as the foundation to develop the Scale for Esports Spectator Demand (SESD). To validate the SESD and assess the impact of the SESD factors on consumers’ cognitive and behavioral outcomes, a sample of esports online spectators ( N = 1,309) responded to a survey containing the SESD, which was randomly split into two halves, with one half for an exploratory factor analysis and the other half for a confirmatory factor analysis and structural equation modeling analyses. A total of 32 items under eight SESD factors were confirmed. While demand factors including commentary features, player characteristics, event attractiveness, and schedule convenience have been found in traditional sport contexts, chat room, streamer traits, stream quality, and virtual rewards appeared to be unique in esports. All eight SESD factors, excluding schedule convenience, were significantly predictive of one or more of the outcomes associated with esports consumption.

scholarly journals The Model of Knowledge Management Based on Organizational Climate

2020 ◽  
Vol 12 (8) ◽  
pp. 3273
Author(s):  
Bojana Jokanović ◽  
Nikola Zivlak ◽  
Andrea Okanović ◽  
Jelena Ćulibrk ◽  
Ljubica Duđak
Keyword(s):  
Knowledge Management ◽  
Organizational Climate ◽  
Structural Equation ◽  
Knowledge Work ◽  
Equation Modeling ◽  
Organizational Sustainability ◽  
Confirmatory Factor ◽  
Climate Influences ◽  
The Impact ◽  
Collaborative Climate

Keeping in mind the fact that organizations in the region of Vojvodina are moving from a negotiated to market economy, this study aims to analyze how the dimensions of collaborative climate affect the various activities of knowledge management. The degree to which collaborative climate influences knowledge work is investigated on 190 participants in the region of the Province of Vojvodina (Serbia). Two standardized questionnaires were used to collect data: a knowledge management questionnaire, which included 32 questions, and a collaborative climate questionnaire of 20 questions. To test the hypothesis of the study, the technique used was descriptive statistics, confirmatory factor analysis, and structural equation modeling. The results show that only the organizational culture as a dimension of collaborative climate contributes to the explanation of all the activities of knowledge management, except the activity of leaving knowledge, which fails to achieve a statistical relationship with any dimension of collaborative climate. This study provides useful insights for practitioners wanting to improve an organization’s performance and to increase organizational sustainability and learning. It is a useful base to expand further research in a way of better understanding the impact that collaborative climate has on the implementation of knowledge management in a transition towards a knowledge economy.

scholarly journals MODEL OF EXPERIENCE OF GLOBALIZATION/PSYCHOLOGICAL MODEL OF GLOBALIZATION (MDG) AND PRELIMINARY VERSION OF THE GLOBALIZATION EXPERIENCE SCALE (SDG)

2019 ◽  
Vol 24 (3) ◽  
Author(s):  
Romuald Derbis ◽  
◽  
Grzegorz Pajestka ◽  
Arkadiusz Jasiński
Keyword(s):  
Factor Analysis ◽  
Structural Equation ◽  
Equation Modeling ◽  
Social Rules ◽  
Confirmatory Factor ◽  
Preliminary Version ◽  
Fit Indexes ◽  
The Individual ◽  
Individual Self ◽  
The Impact

The aim of article is attempt to answer for the question: what effects does globalization have on the individual self-realization and psychological development? In this paper globalization is understood among others as the process of universalizing economic and social rules. Individual effects of this process are varied. Relationship between globalization and psychological condition of man is theoretically describe by the Model of Experience of Globalization (MDG). Based on the original model was constructed Globalization Experience Scale (SDG). This scale can measure the cognitive and affective reaction to globalization. Globalization Experience Scale (SDG) have a 14 statements which measure the influence of globalization on the three theoretical dimensions of personality: 1) Self-realization and self-creation (development), 2) The psychological safety (safety), 3) The sense of influence on the processes and effects of globalization (influence). Three-factor structure of theoretical model and Scale was confirmed by results of Exploratory Factor Analysis and Confirmatory Factor Analysis. Structural equation modeling fit indexes (RMSEA=.024; GFI=.978; AGFI=.956; CFI=.991), Reliability: (Cronbach’s α=.80). The research results indicate that Globalization Experience Scale (SDG) is a useful scale for studying the impact of globalization on the human personality. Key words: globalization, Model of Experience of Globalization, Globalization Experience Scale

scholarly journals The Effect of Lean Manufacturing on a Supply Chain Relationship and Performance

2019 ◽  
Vol 11 (20) ◽  
pp. 5751 ◽  
Author(s):  
Assadej Vanichchinchai
Keyword(s):  
Supply Chain ◽  
Lean Manufacturing ◽  
Structural Equation ◽  
Reliability And Validity ◽  
Manufacturing Industries ◽  
Equation Modeling ◽  
Measurement Instruments ◽  
Literature Reviews ◽  
And Performance ◽  
The Impact

This study aims to explore the impact of lean manufacturing (LM) or transaction-based supply chain management (SCM) on a supply chain relationship (SCR) and supply performance (SP) in manufacturing industries in Thailand. The measurement instruments for LM, SCR, and SP were developed from comprehensive literature reviews, verified by experts, and statistical techniques to assure reliability and validity. The hypothesized model was tested with path analysis of structural equation modeling. It was found that the set of LM, SCR, and SP frameworks were reliable and valid for Thai manufacturing industries. LM had not only a direct effect on the SCR and SP but also an indirect effect on the SP through the SCR. The SCR also had a direct impact on the SP. This paper presents insights into the debate concerning the impact of transaction-based SCM on relationship-based SCM and SP.

Sign in / Sign up

Export Citation Format

Share Document