How is process mining technology used by organizations? A systematic literature review of empirical studies

2018 ◽  
Vol 24 (4) ◽  
pp. 900-922 ◽  
Author(s):  
Malte Thiede ◽  
Daniel Fuerstenau ◽  
Ana Paula Bezerra Barquet

Purpose The purpose of this paper is to review empirical studies on process mining in order to understand its use by organizations. The paper further aims to outline future research opportunities. Design/methodology/approach The authors propose a classification model that combines core conceptual elements of process mining with prior models from technology classification from the enterprise resource planning and business intelligence field. The model incorporates an organizational usage, a system-orientation and service nature, adding a focus on physical services. The application is based on a systematic literature review of 144 research papers. Findings The results show that, thus far, the literature has been chiefly concerned with realization of single business process management systems in single organizations. The authors conclude that cross-system or cross-organizational process mining is underrepresented in the ISR, as is the analysis of physical services. Practical implications Process mining researchers have paid little attention to utilizing complex use cases and mining mixed physical-digital services. Practitioners should work closely with academics to overcome these knowledge gaps. Only then will process mining be on the cusp of becoming a technology that allows new insights into customer processes by supplying business operations with valuable and detailed information. Originality/value Despite the scientific interest in process mining, particularly scant attention has been given by researchers to investigating its use in relatively complex scenarios, e.g., cross-system and cross-organizational process mining. Furthermore, coverage on the use of process mining from a service perspective is limited, which fails to reflect the marketing and business context of most contemporary organizations, wherein the importance of such scenarios is widely acknowledged. The small number of studies encountered may be due to a lack of knowledge about the potential of such scenarios as well as successful examples, a situation the authors seek to remedy with this study.

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Arun Thirumalesh Madanaguli ◽  
Puneet Kaur ◽  
Stefano Bresciani ◽  
Amandeep Dhir

Purpose Entrepreneurship in the rural hospitality and tourism sector (RHT) has received wide attention in the past decade. However, a systematic review on this topic is currently lacking. This study aims to track the progress of the RHT and entrepreneurship literature by examining the various thematic research areas, identifying the research gaps and forecasting avenues of future research on the topic. Design/methodology/approach This paper catalogs and synthesizes the body of literature from the year 2000–2020 using a systematic literature review methodology. After discussing a brief history of RHT and entrepreneurship, the current study presents a review of 101 research articles. Findings The review highlights that RHT and entrepreneurship have received relatively limited attention from entrepreneurship journals. The content analysis revealed different gaps and limitations in the understanding of entrepreneurship in RHT, including a predominance of qualitative studies with limited theoretically-grounded and generalizable empirical studies. Furthermore, a high concentration of studies is from European countries. Six main thematic research areas were identified, namely, barriers and enablers, the roles of an entrepreneur, women in RHT, influencers of firm performance, innovation and value creation and methodological commonalities. The review also advances an RHT entrepreneurship ecosystem framework to summarize the findings. Originality/value Six promising research avenues are outlined based on the six themes identified. The suggested research questions draw from allied literature on small and medium businesses, innovation, women entrepreneurship and institutions to encourage the interdisciplinary cross-pollination of ideas. The findings are summarized in a novel research framework.


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.


2018 ◽  
Vol 42 (1/2) ◽  
pp. 75-90 ◽  
Author(s):  
Fatemeh Rezaei ◽  
Michael Beyerlein

Purpose The purpose of this study is to identify and examine findings from empirical research regarding organizations’ talent development (TD) strategies, taking into consideration the countries in which the studies were conducted and the TD-approach organizations adopted, and recognize the positive outcomes of TD implementation, as well as potential issues and challenges. Design/methodology/approach This systematic literature review used Garrard’s matrix method to organize the review of publications. It identified 31 empirical articles from the total of 551 publications. Findings The findings indicate that a majority of the studies were conducted in countries other than the USA and that they were all published recently, after 2007. The results show that organizations have mostly applied organizational development interventions at the individual level for developing talented employees, followed by formal training and development. Additionally, managerial issues were identified as the most common issue on the way of implementing TD interventions. Research limitations/implications Trying to define TD as a discrete concept from HRD could be considered as both differentiating the current literature review and a limitation. Originality/value This article is among the first to identify TD interventions through a systematic literature review and provides a model of TD’s intervention antecedents and outcomes for the follow-up empirical works.


2019 ◽  
Vol 11 (2) ◽  
pp. 121-132 ◽  
Author(s):  
Nadeem Ali El-Adaileh ◽  
Scott Foster

Purpose The purpose of this paper is to present a systematic literature review to determine the factors that relate to successful business intelligence (BI) system implementation. Design/methodology/approach The study has a collection of literature that highlights potential references in relation to factors for system implementation in relation to BI. There is the employment of “content analysis”, given that the study purpose is the achievement of deep understanding of the variety of factors of implementation that other researchers have previously identified. Findings An initial investigation of 38 empirical studies on the implementation of BI led to ten factors being compiled. Difficulties in implementation were found to exist in relation to the operationalisation of large numbers of factors within organisations. The implementation factors were analysed and then sorted into a descending order based upon their frequency of occurrence. Research limitations/implications The research is limited to consider BI implementation factors. Moreover, literature is collected from selected databases and journals from 1998 to 2018. Practical implications Researchers of BI may, within the future, develop models for the measurement of the implementation level of BI within industries along with the sustaining of them. Moreover, work-based learning industries can benefit by adopting the results of this study for the effective implementation of BI. The implementation factors can be seen as key constructs upon which there may be the undertaking of more statistical analyses. Originality/value The original output from this research can help researchers’ in the future in enhancing identification of studies that are relevant for the review of literature for their research.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Rosa Lombardi ◽  
Charl de Villiers ◽  
Nicola Moscariello ◽  
Michele Pizzo

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.


2014 ◽  
Vol 27 (4) ◽  
pp. 424-448 ◽  
Author(s):  
Poonam Garg ◽  
Atul Garg

Purpose – The purpose of this paper is to explore the factors influencing the enterprise resource planning (ERP) implementation success in Indian retail sector. Additionally, the study also addresses the relationship between factors that influence ERP implementation and the success of ERP implementation empirically. Strategic, Technological, People and Project management are the examined factors. Design/methodology/approach – Empirical data were collected through survey questionnaire from practitioner like project sponsors, project managers, implementation consultants and team members who were involved in ERP implementation in retail sector. Findings – The results of the study has empirically verified that Strategic, Technological, People and Project management factors are positively influencing ERP implementation success. All four hypotheses were supported by results of the study. Practical implications – This study will provide valuable insights to researchers, practicing managers and those who are planning to implement ERP in retail organization. Originality/value – Very few empirical studies have been performed to investigate the influencing factor of ERP implementation and types of relationships between factors that influence ERP implementation and the success of ERP implementation in Indian retail sector. This study examines how Strategic, Technological, People, and Project management factors are influencing ERP implementation success in retail sector of India. Therefore, the research can make a useful contribution.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Anushree Tandon ◽  
Amandeep Dhir ◽  
Matti Mäntymäki

PurposeThe association between social media and jealousy is an aspect of the dark side of social media that has garnered significant attention in the past decade. However, the understanding of this association is fragmented and needs to be assimilated to provide scholars with an overview of the current boundaries of knowledge in this area. This systematic literature review (SLR) aims to fulfill this need.Design/methodology/approachThe authors undertake an SLR to assimilate the current knowledge regarding the association between social media and jealousy, and they examine the phenomenon of social media-induced jealousy (SoMJ). Forty-five empirical studies are curated and analyzed using stringent protocols to elucidate the existing research profile and thematic research areas.FindingsThe research themes emerging from the SLR are (1) the need for a theoretical and methodological grounding of the concept, (2) the sociodemographic differences in SoMJ experiences, (3) the antecedents of SoMJ (individual, partner, rival and platform affordances) and (4) the positive and negative consequences of SoMJ. Conceptual and methodological improvements are needed to undertake a temporal and cross-cultural investigation of factors that may affect SoMJ and acceptable thresholds for social media behavior across different user cohorts. This study also identifies the need to expand current research boundaries by developing new methodologies and focusing on under-investigated variables.Originality/valueThe study may assist in the development of practical measures to raise awareness about the adverse consequences of SoMJ, such as intimate partner violence and cyberstalking.


Sensors ◽  
2021 ◽  
Vol 21 (24) ◽  
pp. 8391
Author(s):  
Sayeed Salih ◽  
Mosab Hamdan ◽  
Abdelzahir Abdelmaboud ◽  
Ahmed Abdelaziz ◽  
Samah Abdelsalam ◽  
...  

Cloud ERP is a type of enterprise resource planning (ERP) system that runs on the vendor’s cloud platform instead of an on-premises network, enabling companies to connect through the Internet. The goal of this study was to rank and prioritise the factors driving cloud ERP adoption by organisations and to identify the critical issues in terms of security, usability, and vendors that impact adoption of cloud ERP systems. The assessment of critical success factors (CSFs) in on-premises ERP adoption and implementation has been well documented; however, no previous research has been carried out on CSFs in cloud ERP adoption. Therefore, the contribution of this research is to provide research and practice with the identification and analysis of 16 CSFs through a systematic literature review, where 73 publications on cloud ERP adoption were assessed from a range of different conferences and journals, using inclusion and exclusion criteria. Drawing from the literature, we found security, usability, and vendors were the top three most widely cited critical issues for the adoption of cloud-based ERP; hence, the second contribution of this study was an integrative model constructed with 12 drivers based on the security, usability, and vendor characteristics that may have greater influence as the top critical issues in the adoption of cloud ERP systems. We also identified critical gaps in current research, such as the inconclusiveness of findings related to security critical issues, usability critical issues, and vendor critical issues, by highlighting the most important drivers influencing those issues in cloud ERP adoption and the lack of discussion on the nature of the criticality of those CSFs. This research will aid in the development of new strategies or the revision of existing strategies and polices aimed at effectively integrating cloud ERP into cloud computing infrastructure. It will also allow cloud ERP suppliers to determine organisations’ and business owners’ expectations and implement appropriate tactics. A better understanding of the CSFs will narrow the field of failure and assist practitioners and managers in increasing their chances of success.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Anushree Tandon ◽  
Amandeep Dhir ◽  
Intesar Almugren ◽  
Ghada Naif AlNemer ◽  
Matti Mäntymäki

PurposeResearch examining the “fear of missing out” (FoMO) is increasingly prominent, with a growing number of studies exploring this phenomenon. Despite the increased academic interest, no attempts have been made to synthesize extant knowledge on FoMO. There is limited holistic understanding of its conceptualization and operationalization. To address this gap, an exhaustive systematic literature review (SLR) on FoMO is presented.Design/methodology/approachSystematic review protocols and content analysis was used to analyze and synthesize insights from 58 empirical studies obtained from four academic databases: Scopus, Web of Science, PubMed and PsycINFO.FindingsSignificant diversity in prior research on FoMO was encapsulated in four themes. There are significant limitations in conceptualization of FoMO, along with narrow focus on geographic, methodological and contextual foci of prior studies. The authors propose a comprehensive framework and extensive gap-specific research directions to aid future research.Research limitations/implicationsThe SLR is limited in its consideration of empirical studies published in academic journal articles obtained from four databases.Social implicationsThe authors imply the critical need to ascertain motives for individuals' excessive engagement with social media and the subsequent impact on well-being indicators (e.g. sleep quality) and functional impairments (e.g. addiction).Originality/valueThis study magnifies and expands the intellectual boundaries of FoMO and suggests the adoption of a multidisciplinary perspective for further investigation. The use of novel theoretical lenses can further ascertain FoMO's effect on different cultures and social media users.


Sign in / Sign up

Export Citation Format

Share Document