scholarly journals Developing a Big Data Success Model in Organizations: A Grounded Theory Method [Abstract]

10.28945/4772 ◽  
2021 ◽  
Author(s):  
Tao "Eric" Hu ◽  
Hua Dai ◽  
Ping Zhang
Keyword(s):  
Big Data ◽  
Grounded Theory ◽  
Literature Review ◽  
Critical Success Factors ◽  
Success Factors ◽  
Future Research ◽  
Organizational Contexts ◽  
Critical Success ◽  
Is Theory ◽  
Cumulative Knowledge

Aim/Purpose: In spite of the insights in paving solid grounds and avenues for meaningful studies, the predicament of the literature in lacking fruitful understanding of the critical success factors and models of Big Data remain elusive and unexplored. A systematic literature review of research topics, perspectives, and substantial findings of Big Data is needed, so an overarching framework of Big Data success can be developed to integrate findings and systematically guide future research for advancing IS theoretical and practical progressing. Background: This study (1) uses the grounded theory as a literature review method to search and collect Big Data studies in the AIS “Senior Scholars’ Basket of Journals” over the period of twenty years from 2000 to 2020, (2) employs data coding and content analysis of the grounded theory to conduct a systematic literature review of research concepts, categories, topics, methodologies, and models and paradigms of Big Data in IS discipline, and (3) up-on synthesis of theoretical perspectives and empirical findings, develops a Big Data success theory with a research agenda to enrich the cumulative knowledge of critical success factors and interrelationships of Big Data in the organizational contexts. Methodology: A grounded theory-based review of Big Data literature helps investigate the emerging and evolving theoretical foundations of the subject, and create a roadmap for advancing IS theory and business relevance. Contribution The research in critical success factors and models of Big Data presents a novel opportunity for advancing IS theory across different IS traditions and paradigms. Findings: While this study is still in progress, currently we report preliminary findings in research methodologies, topics, and abstractions of open coding. Re-search of next steps toward a Big Data success theory is also reported in the submitted abstract. As the study proceeds, we expect more in-depth findings to be reported in the conference presentation in July, 2021. Recommendations for Practitioners: The findings of this study shall enrich our understanding of how organizations transform Big Data potentials into organizational performance and economic value. Recommendations for Researchers: The research in critical success factors and models of Big Data presents a novel opportunity for advancing IS theory across different IS traditions and paradigms. Impact on Society: The findings of this study shall enrich the cumulative knowledge of critical success factors and interrelationships of Big Data in the organizational contexts. Future Research: Future research may consider collecting the literature data from a wider variety of journal outlets and capture more relevant critical success factors and interrelationships of Big Data for the theory development.

A Review on Critical Success Factors for Big Data Projects

2021 ◽  
pp. 160-185
Author(s):  
Naciye Güliz Uğur ◽  
Aykut Hamit Turan
Keyword(s):  
Big Data ◽  
Literature Review ◽  
Case Studies ◽  
Critical Success Factors ◽  
Success Factors ◽  
Data Sources ◽  
Vast Number ◽  
Business Partners ◽  
Critical Success ◽  
Project Lifecycle

For an organization every year, a large amount of information is generated regarding its employees, customers, business partners, suppliers, etc. Volume, which is one of the attributes of big data, is aptly named because of the vast number of data sources and the size of data generated by these sources. Big data solutions should not only focus on the technological aspects, but also on the challenges that may occur during the project lifecycle. The main purpose of this research is to build on the current diverse literature around big data by contributing discussion on factors that influence successful big data projects. The systematic literature review adopted in this study includes relevant research regarding such critical success factors that are validated in previous studies. The study compiled these critical success factors as provided in the literature regarding big data projects. Notable success factors for big data projects were compiled from literature such as case studies, theoretical observations, or experiments.

Measuring the readiness of a megaproject

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Dinesh Shenoy ◽  
Biswajit Mahanty
Keyword(s):  
Literature Review ◽  
Design Methodology ◽  
Critical Success Factors ◽  
Success Factors ◽  
Real Life ◽  
Future Research ◽  
Content Type ◽  
Critical Success ◽  
Measurement Framework ◽  
Comprehensive Literature Review

PurposeA vast proportion of global megaprojects have not performed up to the expectations of their stakeholders. A failed megaproject has the potential even to derail the economy of a country where it was implemented. Stakeholders must, therefore, ensure that they do not invest in megaprojects that are bound to fail. But, how can stakeholders consistently identify such megaprojects? This paper develops a framework for a metric that can help stakeholders measure the readiness of a megaproject.Design/methodology/approachA comprehensive literature review identified 19 critical success factors of megaprojects. These success factors were integrated into a fuzzy-based model to develop the megaproject readiness metric. An assessment team studied the levels of presence and importance of these success factors in a candidate megaproject to derive its readiness.FindingsThe readiness-based model provides stakeholders valuable insights into the strong and weak areas of a megaproject. It can help stakeholders prioritize and systematically eliminate the identified weaknesses and improve megaproject readiness. While the model was tested on a metro rail megaproject, it can be used on any megaproject across domains.Originality/valueThis paper adopts the concept of readiness for the domain of megaprojects. Besides the readiness measurement framework, a vital contribution of this research is its application to a real-life case. Future research can include more granular success factors to improve the estimate of megaproject readiness.

Halal supply chain critical success factors: a literature review

2015 ◽  
Vol 6 (1) ◽  
pp. 44-71 ◽  
Author(s):  
Mohamed Syazwan Ab Talib ◽  
Abu Bakar Abdul Hamid ◽  
Mohd Hafiz Zulfakar
Keyword(s):  
Supply Chain ◽  
Literature Review ◽  
Design Methodology ◽  
Critical Success Factors ◽  
Success Factors ◽  
Government Support ◽  
Future Research ◽  
Content Type ◽  
Critical Success ◽  
Practical Implications

Purpose – The aim of this study is to discover the critical success factors (CSFs) for the Halal supply chain management because this area is gaining recognition. Plus, the aim is to use the CSFs for future research. Design/methodology/approach – The study is based on the application of CSFs on the Halal supply chain. A comprehensive literature review is undertaken to discover the CSFs of conventional supply chain and to apply it to the Halal supply chain. Findings – Government support, transportation planning, information technology, human resource management, collaborative relationship, Halal certification and Halal traceability are the CSFs for the Halal supply chain. Research limitations/implications – This study only discusses the CSFs related to the Halal supply chain and ignoring other forms of Halal businesses. This study only concerns on English literatures and omit other languages. The study lacks empirical evidence and future research should be done to test the CSFs relevancy. Practical implications – This study addresses stakeholders of the Halal supply chain CSFs, which have not been fully understand and appreciated. Originality/value – CSFs concept has never been attempted on the Halal supply chain. Therefore, this study appraises the concept of CSFs and adds value to the knowledge on the Halal supply chain.

Critical success factors for sustainable construction: a literature review

2019 ◽  
Vol 30 (1) ◽  
pp. 176-196 ◽  
Author(s):  
Eleni Sfakianaki
Keyword(s):  
Literature Review ◽  
Critical Success Factors ◽  
Success Factors ◽  
Empirical Work ◽  
Research Area ◽  
Sustainable Construction ◽  
Future Research ◽  
Successful Implementation ◽  
Content Type ◽  
Critical Success

Purpose The purpose of this paper is to synthesize and evaluate the available literature with respect to critical success factors (CSFs) for sustainable construction (SC). Design/methodology/approach A systematic literature review (SLR) was undertaken to assist in the identification of the most pertinent papers from three publishers: Emerald, Elsevier and Wiley. The literature findings were assessed and presented relative to publication, author and contents as determined by review. Findings The SLR was conducted using a number of search criteria. A final set of 31 publications were detected for further examination. The characteristics in terms of publications, authors and contents of the extracted publication set were examined and discussed. A total of 35 factors were identified, distributed in five research categories. The frequency of the extracted factors within the publication set was investigated and enabled valuable quantitative and qualitative observations of current trends for SC. Interestingly, all research categories were represented in the top-counted factors, demonstrating a holistic perception of SC. Given the publication set, in most aspects, the research area examined seems to demonstrate features of an emerging field, which is not yet well established. Research limitations/implications SLR cannot ensure that all pertinent publications were identified, because it was tailored to a number of search criteria, although certain actions were taken to moderate this limitation. However, the outcome adequately identifies trends and offers valuable information and knowledge for SC and its successful implementation. Originality/value The present study presents a broad list of factors for SC, integrated from a variety of disciplines and stakeholders. The findings, therefore, provide a valuable reference for both construction professionals and practitioners attempting to implement SC. Furthermore, the list can be of use to academic scholars for further empirical work and basis for future research.

scholarly journals Critical Success Factors for Big Data: A Systematic Literature Review

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 118940-118956 ◽  
Author(s):  
Zaher Ali Al-Sai ◽  
Rosni Abdullah ◽  
Mohd Heikal Husin
Keyword(s):  
Big Data ◽  
Literature Review ◽  
Systematic Literature Review ◽  
Critical Success Factors ◽  
Success Factors ◽  
Critical Success

scholarly journals EVALUATION OF CRITICAL SUCCESS FACTORS FOR CONSTRUCTION PROJECTS – AN EMPIRICAL STUDY IN LITHUANIA

2013 ◽  
Vol 17 (1) ◽  
pp. 21-31 ◽  
Author(s):  
Neringa Gudienė ◽  
Audrius Banaitis ◽  
Nerija Banaitienė
Keyword(s):  
Project Management ◽  
Literature Review ◽  
Construction Projects ◽  
Critical Success Factors ◽  
Success Factors ◽  
Project Manager ◽  
Management Team ◽  
Team Members ◽  
Critical Success ◽  
Survey Results

This paper aims to identify a comprehensive list of critical success factors for construction projects in Lithuania. Based on the available literature review, this paper identified 71 success factors under 7 broad groups. Based on the survey results, ten factors including project manager competence, project management team members' competence, project manager coordinating skills, client clear and precise goals/objectives, project value, project management team members' relevant past experience, project manager organising skills, project manager effective and timely conflict resolution, client ability to make timely decision, and project manager experience were determined as the most important success factors for construction projects. These critical success factors are of great significance both to researchers and industry practitioners.

A review on the identification of total productive maintenance critical success factors for effective implementation in the manufacturing sector

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Sudhir Chaurey ◽  
Shyamkumar D. Kalpande ◽  
R.C. Gupta ◽  
Lalit K. Toke
Keyword(s):  
Literature Review ◽  
Critical Success Factors ◽  
Success Factors ◽  
Manufacturing Sector ◽  
Successful Implementation ◽  
Critical Factors ◽  
Total Productive Maintenance ◽  
Content Type ◽  
Effective Implementation ◽  
Critical Success

PurposeThe purpose of this paper is to carry out the literature search on manufacturing organizations and total productive maintenance (TPM). This research aims at studying TPM attributes and barriers in line with the TPM framework for effective implementation of TPM. This study identifies the barriers in TPM implementation and the critical success factors (CSFs) for effective TPM implementation.Design/methodology/approachIn this manuscript, the study of TPM in the manufacturing sector has been considered a broad area of the research and emphasis on the TPM literature review, which primarily relates to the contribution of manufacturing sector and employment availability. Next sections covers TPM history, importance, justification, pillars, obstacles and TPM implementation procedure and models. Thereafter author identified the gaps in existing literature.FindingsThe existing literature shows that very few TPM implementation models are available for the manufacturing sector. The study also found that there is no systematically conducted large-scale empirical research which deals with TPM implementation. In order to bridge this gap, an investigation into the successful implementation of TPM in is truly needed. The finding of the literature shows that there is a need of TPM model specially developed for the manufacturing sector. The identified critical factors derived from the extensive literature review help to overcome the barriers for effective TPM implementation.Research limitations/implicationsThis review study is limited to Indian manufacturing industries. The identified TPM CSFs are based on the TPM pillars and their sub-factors. This cross-sectional study was based on the existing TPM model.Practical implicationsThis paper can increase the significance of TPM strategy, which could help managers of organizations to have a better understanding of the benefits of implementing TPM and therefore enable patient satisfaction within their organizations.Originality/valueThe literature review covers methodical identification of TPM barriers and critical factors for maintenance performance improvements. It allows the practitioners to apply these identified CSFs for TPM implementation to achieve an improvement in industrial performance and competitiveness.

Critical Success Factors and Outcomes of Market Knowledge Management

2010 ◽  
Vol 6 (3) ◽  
pp. 1-21 ◽  
Author(s):  
Subramanian Sivaramakrishnan ◽  
Marjorie Delbaere ◽  
David Zhang ◽  
Edward Bruning
Keyword(s):  
Knowledge Management ◽  
Business Performance ◽  
Critical Success Factors ◽  
Success Factors ◽  
Future Research ◽  
Effective Management ◽  
Market Knowledge ◽  
Information Technology Adoption ◽  
Critical Success ◽  
Using Data

In this paper, the authors examine critical success factors and outcomes of market knowledge management, which is the management of knowledge pertaining to a firm’s customers, competitors, and suppliers. Using data collected from 307 managers in 105 businesses across Canada, the authors show that a firm’s extent of information technology adoption, its analytical capabilities, and market orientation are critical success factors for the firm’s market knowledge management. An important outcome of market knowledge management is the organization’s financial performance, mediated by customer satisfaction and customer loyalty. Results of this study indicate that superior business performance depends not only on the effective management of knowledge, but also on what type of knowledge is managed. Finally, implications of results and avenues for future research are discussed.

In Search of Successful Mobile Advertising

2010 ◽  
pp. 279-392
Author(s):  
Stuart J. Barnes ◽  
Eusebio Scornavacca ◽  
Jonathon McKenzie ◽  
Amy Carroll
Keyword(s):  
Critical Success Factors ◽  
Success Factors ◽  
Future Research ◽  
Mobile Advertising ◽  
Consumer Decision ◽  
Research And Practice ◽  
The Past ◽  
Critical Success ◽  
Business Perspective ◽  
Consumer Perspectives

The deployment of SMS-based marketing campaigns has been noted as a very successful mean of reaching consumers. With this mind, this chapter reports on three different studies that we have conducted aimed at better understanding what makes SMS marketing campaigns successful. The studies were conducted in the past four years and they explore business as well as consumer perspectives: (i) a consumer scenario perspective, which examines the importance of three factors in SMS advertising acceptance; (ii) a consumer decision perspective, which analyses the opt-in decision for an SMS campaign; and (iii) a business, perspective examining managers’ perceptions of the critical success factors in advertising campaigns. The paper rounds off with conclusions and recommendation for future research and practice in the area of mobile advertising.

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