scholarly journals Crowdsourcing: a systematic review of the literature using text mining

2020 ◽  
Vol 120 (11) ◽  
pp. 2041-2065
Author(s):  
Ioanna Pavlidou ◽  
Savvas Papagiannidis ◽  
Eric Tsui
Keyword(s):  
Text Mining ◽  
Literature Review ◽  
Systematic Literature Review ◽  
Relevant Literature ◽  
Reliability And Validity ◽  
Future Research ◽  
Content Type ◽  
Main Research ◽  
Critical Elements ◽  
A Value

PurposeThis study is a systematic literature review of crowdsourcing that aims to present the research evidence so far regarding the extent to which it can contribute to organisational performance and produce innovations and provide insights on how organisations can operationalise it successfully.Design/methodology/approachThe systematic literature review revolved around a text mining methodology analysing 106 papers.FindingsThe themes identified are performance, innovation, operational aspects and motivations. The review revealed a few potential directions for future research in each of the themes considered.Practical implicationsThis study helps researchers to consider the recent themes on crowdsourcing and identify potential areas for research. At the same time, it provides practitioners with an understanding of the usefulness and process of crowdsourcing and insights on what the critical elements are in order to organise a successful crowdsourcing project.Originality/valueThis study employed quantitative content analysis in order to identify the main research themes with higher reliability and validity. It is also the first review on crowdsourcing that incorporates the relevant literature on crowdfunding as a value-creation tool.

The disruption of blockchain in auditing – a systematic literature review and an agenda for future research

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Rosa Lombardi ◽  
Charl de Villiers ◽  
Nicola Moscariello ◽  
Michele Pizzo
Keyword(s):  
Literature Review ◽  
Systematic Literature Review ◽  
Empirical Studies ◽  
Theory And Practice ◽  
Future Research ◽  
Content Type ◽  
Main Research ◽  
Research Areas ◽  
The Impact ◽  
Practical Implications

PurposeThis paper presents a systematic literature review, including content and bibliometric analyses, of the impact of blockchain technology (BT) in auditing, to identify trends, research areas and construct an agenda for future research.Design/methodology/approachThe authors include studies from 2010 to 2020 in their structured literature review (SLR), using accounting journals on the Scopus database, which yielded 40 articles with blockchain and auditing at its core.FindingsOne of the contributions of the authors’ analyses is to group the prior research, and therefore also the agenda for future research, into three main research areas: (1) Blockchain as a tool for auditing professionals to improve business information systems to save time and prevent fraud; (2) Smart contracts enabling Audit 4.0 efficiency, reporting, disclosure and transparency; (3) Cryptocurrency and initial coin offerings (ICOs) as a springboard for corporate governance and new venture financing. The authors’ findings have several important implications for practice and theory.Practical implicationsThe results of this study emphasise that (1) the disruption of blockchain in auditing is in a nascent phase and there is a need for compelling empirical studies and potential for the involvement of practitioners; (2) there may be a need to reconsider audit procedures especially suited for digitalisation and BT adoption; (3) standards, guidelines and training are required to pivot towards and confront the challenge BT will represent for auditing; and (4) there are two sides to the BT coin for auditing, enthusiasm about the potential and risk upon implementation. These practical implications can also be seen as a template for future research in a quest to align theory and practice.Originality/valueThe authors’ SLR facilitates the identification of research areas and implications, forming a useful baseline for practitioners, professionals and academics, as they draft the state of the art on the disruption of blockchain in auditing, highlighting how BT is changing auditing activities and traditions.

Serious games in business process management: a systematic literature review

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Thiago Machado Leitão ◽  
Leonardo Luiz Lima Navarro ◽  
Renato Flórido Cameira ◽  
Edison Renato Silva
Keyword(s):  
Literature Review ◽  
Systematic Literature Review ◽  
Serious Games ◽  
Process Management ◽  
Evidence Synthesis ◽  
Reliability And Validity ◽  
Learning Objectives ◽  
Future Research ◽  
Qualitative Evidence Synthesis ◽  
Content Type

PurposeThis study conducts a systematic literature review (SLR) on serious games in the BPM domain, in order to answer: RQ1 – what are BPM games' learning objectives and design characteristics? RQ2 – How rigorously each BPM game was evaluated in terms of their effectiveness and entertainment?.Design/methodology/approachWe followed the PRISMA statement method and systematic literature review standards. Selected studies were analyzed using qualitative evidence synthesis.FindingsWe found 37 references that describe 15 serious games within the BPM domain. Games are diverse, ranging from analog games that need a few hours to complete to complex digital games that require many sessions. Game evaluation should be generally improved as 27 publications can be considered as quasi-experimental or nonexperimental and potentially biased.Research limitations/implicationsFuture research should focus on developing new games about process implementation and using other notations besides BPMN. More studies testing the reliability and validity of existing games in different settings and using more rigorous experimental designs are also necessary. Practitioners can identify thoroughly evaluated games relevant to their learning objectives.Originality/valueThis is the first SLR about BPM games. It consolidates the literature, analyzes, describes and categorizes 15 games with respect to their internal characteristics and evaluation reliability.

scholarly journals Towards responsible conflict minerals supply chain management: a systematic literature review and a supply chain governance framework

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Jamal El Baz ◽  
Fedwa Jebli ◽  
Akenroye Temidayo ◽  
Anass Cherrafi
Keyword(s):  
Supply Chain ◽  
Supply Chain Management ◽  
Literature Review ◽  
Systematic Literature Review ◽  
Future Research ◽  
Chain Management ◽  
Content Type ◽  
Main Research ◽  
Conflict Minerals ◽  
Supply Chain Governance

PurposeLiterature on conflict minerals supply chain management issues has witnessed a significant surge during the last decade. The authors review how CM research addressed supply chain issues over the last decades and present a critical assessment of such literature based on supply chain governance theory.Design/methodology/approachA systematic literature review approach was adopted, and a sample of 122 papers were identified in relevant journals. A descriptive, thematic and content analysis of the papers is presented to delineate the structure and the main research clusters of the literature.FindingsThe authors provide a comprehensive assessment of CMSC literature and identify four main research clusters. Most research has focussed on operational practices and adopted a fragmented approach to CMSC issues. Accordingly, the authors provide research propositions related to under-explored aspects in extant literature.Research limitations/implicationsThis study has a number of implications. Practitioners and researchers will gain a greater understanding of specific CMSC issues which have been addressed in current literature and of how responsible CMSC actions can be implemented.Originality/valueThis study is one of the first literature reviews of publications on CMSC from a supply chain governance perspective. This review presents an overarching map of CMSC literature and a series of propositions to inform future research.

The present and future of intellectual capital in the healthcare sector

2020 ◽  
Vol 21 (3) ◽  
pp. 357-379 ◽  
Author(s):  
Niccolò Paoloni ◽  
Giorgia Mattei ◽  
Alberto Dello Strologo ◽  
Massimiliano Celli
Keyword(s):  
Human Capital ◽  
Literature Review ◽  
Systematic Literature Review ◽  
Intellectual Capital ◽  
Healthcare Sector ◽  
Future Research ◽  
Relational Capital ◽  
Content Type ◽  
Main Research ◽  
Structural Capital

PurposeThis systematic literature review analyzes and identifies research areas where researchers have already studied the role of intellectual capital (IC) in the healthcare sector. This review also analyzes how they carried out their work to understand future research directions.Design/methodology/approachThe analysis is conducted through a systematic literature review. Therefore, following systematic literature review protocol, it was possible to select 225 papers. An analysis of the content was done to identify the main topics debated and understand what components of IC are the most studied by scholars.FindingsThe authors highlight how the components of IC (human capital, structural capital and relational capital) in the healthcare sector have not been discussed with the same frequency and intensity by researchers. The research shows that there are already widely discussed areas, such as structural capital, while other components of IC have remained on the shadow, such as relational capital. Human capital is the most undiscussed component.Research limitations/implicationsThe manual analysis of the articles can be considered a limitation of this work.Originality/valueThis systematic literature review makes several useful contributions. First, it enables others to replicate scientific research, thanks to its clear and transparent process. Second, it identifies the main areas of research and the main research methods. It enables researchers to identify which issues their work should address and suggests possible areas for future research.

scholarly journals Two decades of research into SIEs and what do we know? A systematic review of the most influential literature and a proposed research agenda

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Chris Brewster ◽  
Vesa Suutari ◽  
Marie-France Waxin
Keyword(s):  
Literature Review ◽  
Systematic Literature Review ◽  
Research Agenda ◽  
Design Methodology ◽  
Empirical Work ◽  
Future Research ◽  
Research Gaps ◽  
Content Type ◽  
Main Research ◽  
Research Themes

PurposeThis paper aims: to undertake a systematic literature review on SIEs, examining twenty years of literature published between 2000 and 2020, focusing on the most-cited empirical work in the field; to analyse the topics covered by these studies; and to propose a research agenda.Design/methodology/approachWe conducted a systematic literature review, identifying the 20 most-cited empirical articles through citation analysis during the period and, because citations accrue over time, the six most-cited empirical articles of the last three years. We then used content analysis to examine the main themes they address and identify the research gaps.FindingsThe most common themes addressed in the SIE literature are: analysis of the types and distinctions of SIEs, motivation to undertake self-initiated expatriation, SIEs' adjustment to the new country, and SIEs' careers and outcomes.Originality/valueThis paper provides a first opportunity to look back at 20 years of research into a relatively new topic, highlighting the main research themes and knowledge gaps, and setting directions for future research. The paper expands knowledge on SIEs, assisting SIE scholars and IHRM practitioners to develop a global, critical understanding of SIEs' issues, and hopefully energising future research in this field.

Digital entrepreneurship

2018 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Sascha Kraus ◽  
Carolin Palmer ◽  
Norbert Kailer ◽  
Friedrich Lukas Kallinger ◽  
Jonathan Spitzer
Keyword(s):  
Literature Review ◽  
Systematic Literature Review ◽  
Business Models ◽  
Relevant Literature ◽  
Future Research ◽  
Content Type ◽  
Research Opportunities ◽  
Digital Ecosystem ◽  
Digital Business Models ◽  
Digital Entrepreneurship

Purpose Digital entrepreneurship is of high topicality as technological developments and advances in infrastructure create various opportunities for entrepreneurs. Society’s great attention to new digital business models is opposed to very little research regarding opportunities, challenges and success factors of digital entrepreneurship. The purpose of this paper is to gather the state-of-the-art literature on digital entrepreneurship and to provide an up-to-date compilation of key topics and methods discussed in the relevant literature. Furthermore, based on findings of the systematic literature review, a research map pointing at further research opportunities for scholars working in the field will be proposed. Design/methodology/approach Utilising a systematic search and review of literature across the domain whilst following the established methodology of Tranfield et al. (2003) combined with the application of a quality threshold for journal selection, 35 articles on digital entrepreneurship could be found relevant for an evidence-informed literature review. Findings Based on a conceptual literature review, six streams of research that deal with digital entrepreneurship are identified and discussed: digital business models; digital entrepreneurship process; platform strategies; digital ecosystem; entrepreneurship education; and social digital entrepreneurship. Originality/value This systematic literature review identifies current research paths on digital entrepreneurship by structuring the dispersed status quo of research in the identified different areas. In addition, future research opportunities to deepen the understanding of digital entrepreneurship are highlighted and pictured in a research map.

Exploring climate finance for tourism adaptation development: an overview

2016 ◽  
Vol 8 (5) ◽  
pp. 593-605 ◽  
Author(s):  
Daniele Vieira do Nascimento
Keyword(s):  
Climate Change ◽  
Literature Review ◽  
English Language ◽  
Small Island ◽  
Future Research ◽  
Climate Finance ◽  
Content Type ◽  
Main Research ◽  
Research Fields ◽  
New Research

Purpose The purpose of this paper is to provide an overview of the links between climate finance and tourism adaptation development. Besides increasing adaptation and mitigation efforts to limit greenhouse gas emissions, climate change remains a major challenge in the twenty-first century and beyond especially for tourism which is highly climate sensitive. Hence, it is necessary for tourism to adapt to survive. The aim of the study is to provide a systematic overview of the topic to offer a foundation for better understanding different ways of integrating climate finance initiatives with tourism. Design/methodology/approach The research focused on the top-ranked, peer reviewed journals of each of the two selected research fields. To address this topic, an in-depth systematic literature review in the fields of climate change finance and tourism adaptation development was conducted. Furthermore, because it is a relatively new research topic, conference proceedings were also explored. To guarantee wide coverage of the literature, a query of the following scholarly databases was considered: Elsevier, ScienceDirect and Web of Science. Findings Based on the analyses of the literature available on the topic, the paper highlights the main research trends and conclusions. It is argued that there is imbalance of knowledge on climate change finance as it relates to tourism. To date, there have been relatively few published articles on this topic in the context of tourism. Based on the findings, promising areas for future research were identified, and in particular for small island communities and recommendations for future research are outlined. Research limitations/implications The paper is limited by the scope of the literature review accessed by the researcher. The results of this review may vary according to the databases used. Originality/value Currently, there is no extensive review of articles on climate finance and tourism adaptation. This paper aims at reviewing climate finance studies published in English language to explore knowledge gaps in tourism adaptation. Sets of themes being advanced are also highlighted. Recommendations for future research are provided.

Digital transformation of organizations: what do we know and where to go next?

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Monika Jedynak ◽  
Wojciech Czakon ◽  
Aneta Kuźniarska ◽  
Karolina Mania
Keyword(s):  
Literature Review ◽  
Systematic Literature Review ◽  
Business Models ◽  
Grey Literature ◽  
Blind Spot ◽  
Digital Transformation ◽  
Academic Disciplines ◽  
Future Research ◽  
Content Type ◽  
Management Domain

PurposeThe purpose of this paper is to identify the development of the digital transformation literature and to the systematic literature review methodology.Design/methodology/approachThe authors run a systematic literature review, followed by a rigorous thematic analysis of both academic and grey literature dataset, in order to develop a conceptual map of organizations' digital transformation. The authors aggregate the concepts and topics identified across the literature to find that they overwhelmingly tackle digital business models. At the same time, the authors identify a major blind spot resulting from ignoring the organization itself as a unit of analysis.FindingsThe findings show that developing a digital theory of the organization or the theory of digitally transformed organization is a major challenge to management researchers. The analysis exposed numerous research gaps that can be helpful for future research directions.Originality/valueDigital transformation research enjoys an increasingly rapid rise to recognition across many academic disciplines and strongly impacts the management domain. adopt the view that published documents reflect the collective understanding of a phenomenon. This paper contributes to filtering the digital transformation literature, clarify complex relation between digital transformations of organizations and identify the key blind points.

Ambiguity in public sector performance measurement: a systematic literature review

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Chiara Oppi ◽  
Cristina Campanale ◽  
Lino Cinquini
Keyword(s):  
Public Sector ◽  
Literature Review ◽  
Performance Measurement ◽  
Systematic Literature Review ◽  
Field Research ◽  
Future Research ◽  
Academic Journal ◽  
Content Type ◽  
The Public ◽  
Study Results

PurposeThis paper presents a systematic literature review aiming at analysing how research has addressed performance measurement systems’ (PMSs) ambiguities in the public sector. This paper embraces the ambiguity perspective that PMSs in public sector coexist with and cope with existing ambiguities.Design/methodology/approachThe authors conducted a literature review in Scopus and ScienceDirect, considering articles published since 1985, and the authors selected articles published in the journals included in the Association of Business Schools' Academic Journal Guide (Chartered ABS, 2018). Of the 1,278 abstracts that matched the study’s search criteria, the authors selected 131 articles for full reading and 37 articles for the final discussion.FindingsThe study's key findings concern the elements of ambiguity in PMSs discussed in the literature. The study’s results suggest that ambiguity is still a relevant problem in performance measurement, as a problem that is impossible to be solved and therefore needs to be better understood by researchers and public managers. The analysis allows us to summarize the antecedents and consequences of ambiguity in the public sector.Research limitations/implicationsThe key findings of the study concern the main sources of ambiguity in PMSs discussed in the literature, their antecedents and their consequences. The study results suggest that ambiguity exists in performance measurement and that is an issue to be handled with various strategies that can be implemented by managers and employees.Practical implicationsManagers and researchers may benefit from this research as it may represent a guideline to understand ambiguities in their organizations or in field research. Researchers may also benefit from a summary list of the key issues that have been analysed in the empirical cases provided by this research. Social implicationsThis research may provide insights to limit ambiguity and thus contribute to improve performance measurement in the public sector.Originality/valueThis research presents a comprehensive review on the topic. It provides insight that suggests what future research should attend to in helping to interpret ambiguity, considering also what should be done to influence ambiguity.

Strategic issues of big data analytics applications for managing health-care sector: a systematic literature review and future research agenda

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Rajesh Kumar Singh ◽  
Saurabh Agrawal ◽  
Abhishek Sahu ◽  
Yigit Kazancoglu
Keyword(s):  
Health Care ◽  
Big Data ◽  
Literature Review ◽  
Systematic Literature Review ◽  
Data Analytics ◽  
Big Data Analytics ◽  
Health Care Sector ◽  
Future Research ◽  
Research Gaps ◽  
Content Type

PurposeThe proposed article is aimed at exploring the opportunities, challenges and possible outcomes of incorporating big data analytics (BDA) into health-care sector. The purpose of this study is to find the research gaps in the literature and to investigate the scope of incorporating new strategies in the health-care sector for increasing the efficiency of the system.Design/methodology/approachFora state-of-the-art literature review, a systematic literature review has been carried out to find out research gaps in the field of healthcare using big data (BD) applications. A detailed research methodology including material collection, descriptive analysis and categorization is utilized to carry out the literature review.FindingsBD analysis is rapidly being adopted in health-care sector for utilizing precious information available in terms of BD. However, it puts forth certain challenges that need to be focused upon. The article identifies and explains the challenges thoroughly.Research limitations/implicationsThe proposed study will provide useful guidance to the health-care sector professionals for managing health-care system. It will help academicians and physicians for evaluating, improving and benchmarking the health-care strategies through BDA in the health-care sector. One of the limitations of the study is that it is based on literature review and more in-depth studies may be carried out for the generalization of results.Originality/valueThere are certain effective tools available in the market today that are currently being used by both small and large businesses and corporations. One of them is BD, which may be very useful for health-care sector. A comprehensive literature review is carried out for research papers published between 1974 and 2021.

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