Understanding the differences across data quality classifications: a literature review and guidelines for future research

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Anders Haug

PurposeNumerous data quality (DQ) definitions in the form of sets of DQ dimensions are found in the literature. The great differences across such DQ classifications (DQCs) imply a lack of clarity about what DQ is. For an improved foundation for future research, this paper aims to clarify the ways in which DQCs differ and provide guidelines for dealing with this variance.Design/methodology/approachA literature review identifies DQCs in conference and journal articles, which are analyzed to reveal the types of differences across these. On this basis, guidelines for future research are developed.FindingsThe literature review found 110 unique DQCs in journals and conference articles. The analysis of these articles identified seven distinct types of differences across DQCs. This gave rise to the development of seven guidelines for future DQ research.Research limitations/implicationsBy identifying differences across DQCs and providing a set of guidelines, this paper may promote that future research, to a greater extent, will converge around common understandings of DQ.Practical implicationsAwareness of the identified types of differences across DQCs may support managers when planning and conducting DQ improvement projects.Originality/valueThe literature review did not identify articles, which, based on systematic searches, identify and analyze existing DQCs. Thus, this paper provides new knowledge on the variance across DQCs, as well as guidelines for addressing this.

2018 ◽  
Vol 11 (2) ◽  
pp. 254-284 ◽  
Author(s):  
Evangelos Psomas

Purpose The purpose of this paper is to identify the originality value of the lean manufacturing (LM) studies carried out worldwide so far. Design/methodology/approach Four major publishers, namely, Emerald Online, Science Direct, Springer Link and Taylor and Francis provided the databases for a systematic literature review (SLR) of peer-reviewed journal articles in LM. In total, 211 articles published in 52 journals during 2005-2016 were collected. The affinity diagram was applied to group the originality value statements identified into logical themes. Findings The plethora of originality value statements identified in the literature are analytically presented. Furthermore, meaningful themes of the originality value of the LM studies are formulated. Research limitations/implications Some publishers might have been missed out in this SLR, given that it is based on only four academic publishers. Practical implications Identifying the originality value of the existing LM studies and presenting respective meaningful themes can help researchers and practitioners design their future research and implementation plans, respectively. Originality value The originality value of the LM studies is a subject which has not been reviewed in the literature previously.


2013 ◽  
Vol 33 (8) ◽  
pp. 1075-1104 ◽  
Author(s):  
Kim Sundtoft Hald ◽  
Jan Mouritsen

PurposeThis research aims to explore the enabling and constraining effects of enterprise resource planning (ERP) systems and speculate on how these can be linked to the four generic roles of operations management (OM) proposed by Slack et al.Design/methodology/approachThis research understands ERP as boundary objects characterised by modularity, abstraction, accommodation, and standardization. An in‐depth cross‐disciplinary literature review and role synthesis is conducted.FindingsFour enabling and three constraining effects of ERP are deduced from existing literature. ERP and OM are linked conceptually. Based on the identified effects of ERP, the paper speculates on the managerial tasks of the production and operations manager (POM) in an ERP environment and lists a set of central concerns of potential relevance to POM and to future research.Research limitations/implicationsThe identified roles of ERP and their implications could be empirically tested using case based and survey research.Practical implicationsThe results provide insights into how ERP has multiple and parallel roles, and how these roles are relevant to the function of OM. Such knowledge is valuable for practicing POMs in managing the implementation and design of ERP to support the different domains of OM.Originality/valueCurrent studies of the effects of ERP and their link to the practice of OM tend to focus on one or a few roles of the emerging system. Such studies do not properly take into account the modularised and pluralistic nature of ERP. This research provides a platform from where future research on the effects, managerial dilemmas and implications of ERP can be reconciled across research communities.


2019 ◽  
Vol 36 (5) ◽  
pp. 815-839 ◽  
Author(s):  
Evangelos Psomas ◽  
Jiju Antony

Purpose Literature contributions to Lean manufacturing (LM) are fragmented and show some significant limitations. The purpose of this paper is to identify the existing research gaps in LM as well as to group them into respective themes. Design/methodology/approach A systematic literature review (SLR) of peer reviewed journal articles in LM was carried out by the authors, based on four major publishers, namely, Emerald Online, Science Direct, Springer Link and Taylor & Francis. In total, 120 articles published in 30 journals during 2005–2016 were collected which revealed LM research gaps. A simple affinity diagram was applied in order to group the research gaps into logical themes. Findings A large number of research gaps are identified in the LM literature and meaningful themes of these gaps are also revealed. Research limitations/implications The SLR carried out by the authors is based on only four academic journal publishers and some of other publishers might have been missed out in this search. Excluding articles focusing on an individual Lean principle or tool/technique is also a limitation of the present SLR. Practical implications Researchers and practitioners can use the LM research gaps presented in this study for further development of LM methodology. Originality/value Presenting LM research gaps analytically and grouping them into meaningful themes, significantly differentiates the present SLR study from those published so far.


Author(s):  
Vanessa Ratten

Purpose Mature age or older entrepreneurship is an understudied but important area of research due to the ageing population and changing demographics in society. The purpose of this study is to review the literature about older entrepreneurship to understand the gaps and areas that need more attention. Design/methodology/approach A systematic literature review was undertaken and then the content was analyzed according to main themes. The key issues currently discussed about older entrepreneurship are stated, which leads to a number of future research suggestions. Findings The findings involve the need to take more care in how to define and conceptualize older entrepreneurship and to undertake more studies that have an older sample in general entrepreneurship research. Research limitations/implications The systematic literature review highlights the gaps in the literature about older entrepreneurs that need to be addressed in future research. Practical implications The paper provides some suggestions about how older people can be more involved in entrepreneurship. Originality/value This study contributes to the emerging literature about older entrepreneurship by providing an overview and directions for the future.


2015 ◽  
Vol 6 (1) ◽  
pp. 44-71 ◽  
Author(s):  
Mohamed Syazwan Ab Talib ◽  
Abu Bakar Abdul Hamid ◽  
Mohd Hafiz Zulfakar

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.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Alexandra Panagiotis Pliakoura ◽  
Grigorios Beligiannis ◽  
Achilleas Kontogeorgos

PurposeLiterature contributions to agricultural cooperative (AC) entrepreneurship model are fragmented and show some significant limitations. The purpose of this paper is to identify the existing important barriers to this entrepreneurship model as well as to group them into respective themes.Design/methodology/approachA systematic literature review (SLR) of peer reviewed journal articles was carried out by the authors in well-known databases, such as Scopus, Emerald, ScienceDirect, Google Scholar, IDEAS/RePEc search and Web of Science. In total, 78 articles from 26 different countries during 2010–2019 were collected.FindingsA large number of important barriers are identified in the literature and meaningful dimensions of these barriers are also revealed.Practical implicationsThe study has important implications regarding the ways to improve the effectiveness of AC model. Researchers and practitioners can use the results presented in this study for further development of this model.Originality/valueThis study presents the important barriers in AC model in global scope analytically and groups them into meaningful themes, which significantly differentiate the present SLR study from those published so far.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Magnus Kristian Gregersen ◽  
Trine Susanne Johansen

PurposeThe aim is to review and discuss main conceptualizations, themes and assumptions within organizational-level visual identity (VI) in order to identify potential avenues of theoretical advancement of VI as an independent construct.Design/methodology/approachAn integrative review approach offers a structured, nuanced perspective on the concept by synthesizing extant literature through an iterative, critical and qualitative process.FindingsThe synthesis identifies three overlapping terms [corporate visual identity (CVI), visual brand identity (VBI) and VI] and two main themes (visual consistency and authenticity). The dominant assumptions underpinning consistency and authenticity are challenged by alternative understandings, which provide a platform for perceiving visual consistency and authenticity in new ways.Research limitations/implicationsThe review offers an overview of organizational-level VI that helps define the concept as well as critical reflections which open up for additional research avenues that may develop it and point to potential areas for exploration.Practical implicationsThe review provides practitioners with a platform for discussing how to approach visual identities with regards to consistency and authenticity.Originality/valueThe review contributes with a synthesis of VI literature covering 50 years. It offers a structured presentation of and critical discussion on the underlying, dominant assumptions. By challenging these dominant assumptions, a palette of future research opportunities, with potentials to nuance and develop the concept as a unique construct, are presented.


2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Tamer Baran

Purpose The purpose of this paper is to review the literature on halal research and conduct a content analysis of the same for the purpose of classification, as well as providing a comprehensive bibliography. Design/methodology/approach This literature review study covers 56 articles published in four journals between the years of 2010-2018. Journals indexed were from the Clarivate Analytics and Scopus databases and included at least one of the words “business”, “finance”, “management” and “marketing” together with the word “Islamic” in the title. Content analysis was used for the review of the articles and was carried out by two independent researchers with PhD degrees. Leonard’s (2001) approach was used to classify the articles. Findings The findings show that the number of studies into halal has increased in recent years. Moreover, it is found that studies have been conducted mainly in certain countries and specific sectors. Furthermore, one of the most important findings is that there are no denomination-based researches on halal in the journals included in the study. Research limitations/implications The findings of this study can be generalized only for the selected databases, journals and given period but not for all of the halal literature. Besides the research categories in the current study, further research can be conducted into various disused areas in terms of industry, country of study, product, denomination, etc. Practical implications The paper provides a comprehensive bibliography that will be useful, especially to researchers studying existing research and for contemplating future research. Originality/value This is the first paper that provides a comprehensive literature review and classification of halal literature for the period 2010-2018.


2019 ◽  
Vol 27 (2) ◽  
pp. 411-440 ◽  
Author(s):  
Sitsofe Kwame Yevu ◽  
Ann Tit Wan Yu

Purpose The purpose of this paper is to present a review of research developments on the ecosystem of driving forces for electronic procurement (e-procurement) on project procurement and to propose directions for future research for an effective adoption and sustained usage. Design/methodology/approach A systematic literature review was conducted in three phases to identify and examine literature. A total of 68 papers were retrieved and were thoroughly reviewed to identify the drivers for e-procurement. Findings A total of 61 drivers were identified and subsequently developed into a categorization framework for synthesized understanding which reveals existing interrelationships. Although literature has consensus on some selected drivers, few studies have identified drivers relating to sustainability. Gaps were identified from the existing literature and directions for future research were proposed. Research limitations/implications Since this is a literature review, future research could conduct further investigations focusing on the research gaps identified. The framework developed presents a basis for further research to explore the drivers in various socio-economic environments. Practical implications This study provides valuable insights for improving the understanding of practitioners on the complex network of drivers for e-procurement. These findings stimulate discussions on benefits required for assessment in e-procurement adoption by practitioners. Originality/value This study provides the first comprehensive review of the drivers for e-procurement adoption in the construction industry, which was lacking in the existing body of knowledge.


Author(s):  
Jesper Kristensen ◽  
Patrik Jonsson

Purpose The purpose of this paper is to describe and categorise how current literature contributes to sales and operations planning (S&OP) research on how contextual variables affect S&OP design and to frame future areas for context-based S&OP research. Design/methodology/approach The method used was a systematic literature review. Studies for review were obtained through a keyword search of five relevant databases, manual searches of relevant journals and snowballing of citations in relevant papers. In total, 571 papers published between 2000 and 2017 were assessed, and 68 papers were included in the review. Findings The review found that S&OP design depends on industry, dynamic complexity, detail complexity and organisational characteristics. The findings of the literature review suggest that future research should study the roles of industry, complexity, system and process and organisational characteristics in S&OP design. Research limitations/implications The findings revealed several gaps in the literature on context-dependent S&OP design. To address these gaps, an agenda for future S&OP contingency research is developed. Practical implications The findings revealed which contextual areas and specific S&OP design issues must be considered when designing and implementing S&OP. Originality/value This study focussed on identifying relevant research on S&OP design by analysing the contribution of literature to a research framework inspired by contingency-based research of operations and supply chain management.


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