Examining the adoption of big data and analytics curriculum

2017 ◽  
Vol 23 (3) ◽  
pp. 506-517 ◽  
Author(s):  
Alexander J. McLeod ◽  
Michael Bliemel ◽  
Nancy Jones
Keyword(s):  
Big Data ◽  
Design Methodology ◽  
Academic Research ◽  
Software Support ◽  
Content Type ◽  
Software Vendor ◽  
Development Agenda ◽  
Practical Information ◽  
Information Materials ◽  
Practical Implications

Purpose The purpose of this paper is to explore the demand for big data and analytics curriculum, provide an overview of the curriculum available from the SAP University Alliances program, examine the evolving usage of such curriculum, and suggest an academic research agenda for this topic. Design/methodology/approach In this work, the authors reviewed recent academic utilization of big data and analytics curriculum in a large faculty-driven university program by examining school hosting request logs over a four-year period. The authors analyze curricula usage to determine how changes in big data and analytics are being introduced to academia. Findings Results indicate that there is a substantial shift toward curriculum focusing on big data and analytics. Research limitations/implications Because this research only considered data from one proprietary software vendor, the scope of this project is limited and may not generalize to other university software support programs. Practical implications Faculty interested in creating or furthering their business process programs to include big data and analytics will find practical information, materials, suggestions, as well as a research and curriculum development agenda. Originality/value Faculty interested in creating or furthering their programs to include big data and analytics will find practical information, materials, suggestions, and a research and curricula agenda.

Toward better theory on the relationship between commitment, participation and leadership in unions

2012 ◽  
Vol 33 (8) ◽  
pp. 715-731 ◽  
Author(s):  
Gregor Gall ◽  
Jack Fiorito
Keyword(s):  
Design Methodology ◽  
Academic Research ◽  
Critical Assessment ◽  
Future Research ◽  
Research Needs ◽  
Union Commitment ◽  
Content Type ◽  
Extant Literature ◽  
The Relationship ◽  
Practical Implications

PurposeThe aim of this paper is to give a critique of the extant literature on union commitment and participation in order to develop remedies to identified weaknessesDesign/methodology/approachThe paper uses a critical assessment of extant literature.FindingsA number of critical deficiencies exist in the literature to which remedies are proposed.Research limitations/implicationsThe remedies need testing through empirical research.Practical implicationsFuture research needs to have different research foci and questions.Social implicationsWith a reorientation of future research on union commitment, participation and leadership, unions may be better able to benefit from academic research in the area.Originality/valueThe paper suggests that a reorientation of future research on union commitment, participation and leadership will allow more incisive and more robust contributions to be made to understanding unions as complex social organisms.

International equity REITs: five major future directions

2019 ◽  
Vol 38 (1) ◽  
pp. 71-81
Author(s):  
David Parker
Keyword(s):  
Quantitative Research ◽  
Design Methodology ◽  
Academic Research ◽  
Future Directions ◽  
Content Type ◽  
Risk Return ◽  
Cognitive Risk ◽  
International Equity ◽  
Equity Reits ◽  
Practical Implications

Purpose The purpose of this paper is to analyze chapters from the recently published Routledge REITs Research Handbook to identify five major future directions for international equity REITs. Design/methodology/approach Literature review and critical analysis of chapters from the recently published Routledge REITs Research Handbook. Findings The five major future directions for international equity REITs are proposed to comprise an increasing focus on people and on cash flow rather than on property (with the cognitive risk attaching thereto), the changing nature of REITs as they respond to changes in society globally, the evolution of the global flagship REIT and the emergence of global regulation of REITs (particularly in the spheres of debt and leverage). Research limitations/implications While five major future directions for international equity REITs are identified which may have an impact on the risk/return profile, further research is required to determine which directions may be significant and which trivial and which may be independent and which interactive. Practical implications Identification of five major future directions for international equity REITs provides managers and promoters with guidance concerning potential areas of focus for future product development in the REIT sector. Originality/value While quantitative research concerning international equity REITS abounds, qualitative research is limited with little academic research undertaken into possible future directions for the sector.

scholarly journals An analysis of a structured benchmarking project

2019 ◽  
Vol 26 (5) ◽  
pp. 1431-1450 ◽  
Author(s):  
Ahmad Abdullah Al Nuseirat ◽  
Zeyad Mohammad El Kahlout ◽  
Ahmed Abbas ◽  
Dotun Adebanjo ◽  
Prattana Punnakitikashem ◽  
...  
Keyword(s):  
Design Methodology ◽  
Academic Research ◽  
Case Study Methodology ◽  
Content Type ◽  
External Stakeholders ◽  
Study Methodology ◽  
Project Data ◽  
First Time ◽  
Practical Implications

Purpose The purpose of this paper is to investigate a benchmarking project carried out by the Dubai Electricity and Water Authority (DEWA) as part of a structured benchmarking initiative. The project was based on the TRADE benchmarking methodology and this paper examines the tools, activities and outcomes that relate to each stage of the adopted methodology. Design/methodology/approach This study is based on case study methodology. Data were collected from various sources including analysis of project reports written by DEWA’s benchmarking team reporting on their activities during the project. Data were also collected from four project presentations given at different stages of the project. In addition, the research team held three meetings with the DEWA benchmarking team at different stages of the benchmarking project. Findings The results show the key challenges and successes faced during each stage of the benchmarking project. It indicates the actions taken to overcome the challenges and the role played by internal and external stakeholders in facilitating the success of the benchmarking project. Practical implications The study presents information that would guide organisations that wish to carry out a benchmarking project – and particularly those implementing benchmarking for the first time. The study provides a summary of the key lessons learnt by DEWA’s benchmarking team as a guide for other organisations. Originality/value Academic research has not adequately examined and analysed the stage-by-stage elements of a benchmarking project from the perspective of the implementing organisation. This study addresses this gap by detailing and analysing the experiences of a benchmarking project by tracking the stage-by-stage activities of the benchmarking team.

scholarly journals Accountability and responsibility defined

2018 ◽  
Vol 11 (3) ◽  
pp. 687-707 ◽  
Author(s):  
Stephen Keith McGrath ◽  
Stephen Jonathan Whitty
Keyword(s):  
Design Methodology ◽  
Academic Research ◽  
Internal Conflict ◽  
Future Research ◽  
Content Type ◽  
Physical Systems ◽  
Efficiency And Effectiveness ◽  
Governance Models ◽  
Definition Of ◽  
Practical Implications

Purpose The purpose of this paper is to remove confusion surrounding the terms responsibility and accountability from the general and project management arenas by creating “refined” (with unnecessary elements removed) definitions of these terms. Design/methodology/approach A method of deriving refined definitions for a group of terms by ensuring that there is no internal conflict or overlap is adopted and applied to resolve the confusion. Findings The confusion between responsibility and accountability can be characterised as a failure to separate the obligation to satisfactorily perform a task (responsibility) from the liability to ensure that it is satisfactorily done (accountability). Furthermore, clarity of application can be achieved if legislative and organisational accountabilities are differentiated and it is recognised that accountability and responsibility transition across organisational levels. A difficulty in applying accountability in RACI tables is also resolved. Research limitations/implications Clear definition of responsibility and accountability will facilitate future research endeavours by removing confusion surrounding the terms. Verification of the method used through its success in deriving these “refined” definitions suggests its suitability for application to other contested terms. Practical implications Projects and businesses alike can benefit from removal of confusion around the definitions of responsibility and accountability in the academic research they fund and attempt to apply. They can also achieve improvements in both efficiency and effectiveness in undertaking organisation-wide exercises to determine organisational responsibilities and accountabilities as well as in the application of governance models. Social implications Refined definitions of responsibility and accountability will facilitate building social and physical systems and infrastructure, benefitting organisations, whether public, charitable or private. Originality/value Clarity resulting in the avoidance of confusion and misunderstanding together with their consequent waste of time, resources and money.

Advertising change

2019 ◽  
Vol 35 (7) ◽  
pp. 37-39
Keyword(s):  
Big Data ◽  
Case Studies ◽  
Design Methodology ◽  
Reading Time ◽  
Cutting Edge ◽  
Content Type ◽  
Pertinent Information ◽  
Digital Disruption ◽  
Account Planning ◽  
Practical Implications

Purpose This paper aims to review the latest management developments across the globe and pinpoint practical implications from cutting-edge research and case studies. Design/methodology/approach This briefing is prepared by an independent writer who adds their own impartial comments and places the articles in context. Findings Digital disruption, such as the prevalence of Big Data and technological progression, has fundamentally altered the advertising marketplace. Account planning is a role within advertising that is seeing significant challenges and may no longer be necessary. Originality/value The briefing saves busy executives, strategists, and researchers hours of reading time by selecting only the very best, most pertinent information and presenting it in a condensed and easy-to-digest format.

Business models in the business-to-business and business-to-consumer worlds – what can each world learn from the other?

2016 ◽  
Vol 31 (8) ◽  
pp. 943-954 ◽  
Author(s):  
Ryan Neill Stott ◽  
Merlin Stone ◽  
Jane Fae
Keyword(s):  
Business Model ◽  
Design Methodology ◽  
Business Models ◽  
Academic Research ◽  
Content Type ◽  
Managerial Implications ◽  
Business To Consumer ◽  
Business To Business ◽  
Practical Implications ◽  
Proper Analysis

Purpose The purpose of this research is to identify how managers can apply the results of academic research into the concept of business models for creating and evaluating possible models for their businesses. Design/methodology/approach A review of the literature is followed by two case studies, from the airline and logistics industries, followed by recommendations based on both. Findings The findings are that there is relatively weak consensus among academics as to the definition and meaning of a business model and its components, and that the notion of generic business model applies better within rather than between industries, but that the discussion is a very fertile one for developing recommendations for managers. Practical implications The managerial implications of the study are that in their planning and strategizing, managers should factor in a proper analysis of the business model they currently use and one that they could use. Originality/value The study provides a useful addition to the literature on the practical implications of business models.

A knowledge management super-strategy fueled by big data

2019 ◽  
Vol 35 (1) ◽  
pp. 22-23
Keyword(s):  
Big Data ◽  
Knowledge Management ◽  
Intellectual Capital ◽  
Management Strategy ◽  
Design Methodology ◽  
Business Value ◽  
Content Type ◽  
Pertinent Information ◽  
Conceptual Paper ◽  
Practical Implications

Purpose This paper aims to review the latest management developments across the globe and pinpoint practical implications from cutting-edge research and case studies. Design/methodology/approach This briefing is prepared by an independent writer who adds their own impartial comments and places the articles in context. Findings This conceptual paper proposes a model for growing company competitive advantage into the future by integrating a knowledge management strategy with progressive insights from Big Data and artificial intelligence. The ultimate strategic aim here is to create and codify intellectual capital that adds business value. Originality/value The briefing saves busy executives, strategists and researchers hours of reading time by selecting only the very best, most pertinent information and presenting it in a condensed and easy-to-digest format.

scholarly journals Tourism statistics, indicators and big data: a perspective article

2019 ◽  
Vol 75 (1) ◽  
pp. 304-309 ◽  
Author(s):  
Serena Volo
Keyword(s):  
Big Data ◽  
Design Methodology ◽  
Integrated System ◽  
Future Perspective ◽  
Technological Changes ◽  
Industry Data ◽  
Content Type ◽  
Data Statistics ◽  
Practical Implications ◽  
Collection Methods

Purpose This paper aims to discuss the evolution of tourism data and critically debates future perspective for producers and users of tourism data. Design/methodology/approach This paper provides a perspective on tourism data based on selected literature. Findings Industry developments, technological changes and novel methodologies have influenced tourism data sources. Closer attention to new data collection methods and novel analytics is required. Research limitations/implications A considerate and integrated system of tourism data (statistics, indicators, and big data) shall remain a priority for scholars and practitioners alike. Practical implications The thoughtful merging of tourists’ digital traces with industry data, the competences of data analysts and the theoretical strengths of tourism scholars will result in a redesign of the tourism data landscape. Social implications This perspective article provides a brief overview of the development and challenges related to the future use of tourism statistics, indicators and big data. Originality/value The paper offers a novel vision of tourism data by combining three different but complementary aspects of tourism data.

Integrating Big Data in “e-Oman”: opportunities and challenges

Info ◽  
2016 ◽  
Vol 18 (5) ◽  
pp. 79-97 ◽  
Author(s):  
Stuti Saxena ◽  
Sujeet Kumar Sharma
Keyword(s):  
Big Data ◽  
Real Time ◽  
Design Methodology ◽  
Public Services ◽  
Content Type ◽  
Challenges And Opportunities ◽  
The Government ◽  
Time Basis ◽  
Privacy And Confidentiality ◽  
Practical Implications

Purpose This paper aims to integrate Big Data in e-government in Oman, also known as “e-Oman”, wherein Big Data might be better harnessed to tackle real-time challenges. Design/methodology/approach Besides a description of the concepts of e-government and Big Data in general, the paper underscores the dimensions of “e-Oman”. Following a qualitative approach, the paper asserts how integration of Big Data in “e-Oman” may be useful by invoking examples from four short case studies across different sectors. Findings The paper supports the integration of “e-Oman” and Big Data wherein besides providing smooth public services, the government is encouraged to forge inter- and intra-ministerial collaboration and public-private partnership. The paper probes through the challenges and opportunities in effecting this integration. Practical implications The paper provides a platform for the policymakers to conceive of a synchronized programme for integrating “e-Oman” and the Big Data generated by it. This integration would go a long way in building upon the economy of Oman, besides providing better public services to the individuals and businesses on a real-time basis. Social implications The paper does throw light on the issues of privacy and confidentiality of data available with the government. There are challenges of cybercrime as well. Therefore, the paper posits that a robust fool-proof infrastructure should be instituted by the government for effecting integration of e-government and Big Data. Originality/value This paper seeks to fill the gap in extant literature which remains scant on the integration of e-government with Big Data. This is especially true in the case of Oman where not a single study has been presented to probe this issue. Given that “e-Oman” is expanding its scope over the years, this paper foresees the concomitant opportunities and challenges in the integration of Big Data in “e-Oman”.

Conjunctionitis: a call for clarity in construct definitions

2020 ◽  
Vol 54 (5) ◽  
pp. 1147-1159
Author(s):  
Kevin E. Voss ◽  
Alex R. Zablah ◽  
Yu-Shan (Sandy) Huang ◽  
Goutam Chakraborty
Keyword(s):  
Consumer Research ◽  
Design Methodology ◽  
Academic Research ◽  
Marketing Research ◽  
Content Type ◽  
Step Process ◽  
Significant Percentage ◽  
Construct Definition ◽  
Academic Fields ◽  
Practical Implications

Purpose This study aims to determine the extent to which the use of coordinating conjunctions enhances or impairs definitional clarity. Design/methodology/approach In two studies, a sample of 736 construct definitions from the Journal of Marketing, Journal of Marketing Research and Journal of Consumer Research over a 30-year period was judged for ambiguity and vagueness by both academic and lay judges. Findings The authors demonstrate that constructing definitions using both “and” and “or” increases the ambiguity and vagueness of the construct’s meaning. The most frequently used conjunction is “and” which appeared in 42 per cent of the definitions. A significant percentage (26 per cent) contain the conjunction “or.” Research limitations/implications A framework for understanding alternative interpretations of “and” or “or” is developed. Five recommendations are proposed for evaluating the use of “and” and “or” in construct definitions. Theorists in all academic fields should not use both “and” and “or” in the same construct definition. Practical implications A five-step process is proposed for evaluating the use of “and” and “or” in construct definitions. Theorists should not use both “and” and “or” in the same construct definition. Originality/value This is the first exploration of how specific wording patterns used in construct definitions in academic research affect the clarity of the definition.

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