bluuebunny/crossref_metadata_2025_split huggingface dataset:
Linking supplier JIT to flexibility performance: the moderating impact of advanced manufacturing technology and human resource empowerment
Authors: Suleiman Mohammed Ali , Huo Baofeng , Ye Yuxiao 
Published: July 2021

PurposeImplementing just-in-time (JIT) practices on the supplier side is a common practice to streamline procurement and production planning in realization of cost efficiency and lead time reduction. However, it is little known how supplier JIT is related to firm flexibility performance and what factors may facilitate the relationship. This study aims to investigate the effects of supplier JIT on flexibility performance and explore the moderating impacts of advanced manufacturing technology (AMT) and human resource empowerment (EMP).Design/methodology/approachThis study applies hierarchical linear regression analysis to test the proposed model based on data collected from 213 manufacturing firms in China.FindingsThe results revealed a negative influence of supplier JIT on flexibility performance. However, the adoption of AMT and EMP reconciles the conflict between supplier JIT and flexibility performance. Besides, the results indicate the positive effects of AMT and EMP on flexibility performance.Originality/valueThis study contributes to supply chain JIT literature by providing a holistic view to understand the structural relationships between supplier JIT, AMT, EMP and flexibility performance.
Cyberloafing and cyberslacking in the workplace: systematic literature review of past achievements and future promises
Authors: Tandon Anushree , Kaur Puneet , Ruparel Namita , Islam Jamid Ul , Dhir Amandeep 
Published: July 2021

PurposeScholars are increasingly focusing on the adverse effects of digitization on human lives in personal and professional contexts. Cyberloafing is one such effect and digitization-related workplace behavior that has garnered attention in both academic and mainstream media. However, the existing literature is fragmented and needs to be consolidated to generate a comprehensive and contemporary overview of cyberloafing research and map its current intellectual boundaries. The purpose of this paper is to shed some light on systematic literature review (SLR) in cyberloafing and cyberslacking in the workplace.Design/methodology/approachA SLR is conducted to assimilate the existing research. A total of 87 studies selected through a robust protocol are analyzed through content analysis.FindingsA total of four thematic research areas and inherent gaps are identified, including conceptualization, operationalization, antecedents and stakeholders and consequences. Results are used to assimilate thematic gaps and potential research questions (RQs) to be addressed by future scholars. To advance cyberloafing research, the authors propose a theoretically grounded comprehensive framework based on the SLR findings.Originality/valueOur study's novelty rests in its state-of-the-art synthesis of cyberloafing research, which encompasses a broader scope than prior SLRs. Furthermore, developing a theoretically grounded comprehensive framework for advancing future research is a unique contribution of this study.
Exploring the relationships between socialization agents, social media communication, online shopping experience, and pre-purchase search: a moderated model
Authors: Saha Mahasweta , Sahney Sangeeta 
Published: July 2021

PurposeThe purpose of this study is to examine the relationships between the dimensions of the pre-purchase information search (PS) such as direction (reliance on the information sources-RIS) and pattern (reliance on the utilitarian value-RUV), moderating role of the online shopping experience (OSE), and their influence on the behavior of the socialization agents (family communication (FC), peer communication (PC), TV advertising-TVAdv, social media communication (SMC)) for buying branded apparel.Design/methodology/approachThis study used a questionnaire, and a total of 458 responses were obtained. A measurement model with the dimensions of the pre-purchase information search and socialization agents was analyzed using confirmatory factor analysis. The conceptual model with hypotheses (direct and moderated effects) was analyzed using a moderated approach using Hayes Macros.FindingsThe findings confirm the significant influence of the dimensions of the PS (RIS and RUV) on the behavior of socialization agents for buying branded apparel with the strongest influence of RIS on SMC. The moderated effects of OSE between the dimensions of PS and socialization agents are found to be significant except for the relationship between RIS and FC. The direct effects of the RIS and RUV on the socialization agents are higher for consumers having high OSE and lower for consumers having low OSE.Originality/valueThe findings contribute to the growing body of literature on the PS, highlighting the importance of consumer socialization for the purchase decision of consumers in emerging markets. No previous studies have applied a psychological approach to explain the variation in the external search incorporating the dimensions like direction (RIS) and pattern (RUV), which did not receive research attention so far. This study uniquely sets a new direction for the researchers by establishing a theoretical linkage between the dimensions of PS that can act as antecedents and can significantly influence the behavior of socialization agents using the consumer socialization approach based on the social learning theory. The results reveal the strongest influence of SMC and establish the moderating role of OSE for the buying decision of branded apparel. The findings are valuable for online marketers who must acknowledge that social media is the strongest platform for reaching customers and must create a formal page for displaying their latest updates about their products and services. Marketers must engage all the family members through online contests and feedback sessions for developing trust for online shopping platforms.
Exploring the Colombian digital divide using Moodle logs through supervised learning
Authors: Morales Dussan Sergio Duban , Leon Mauricio , Garcia-Bedoya Olmer , Galpin Ixent 
Published: July 2021

PurposeThis study aims to explore the digital divide between students living in metropolitan and non-metropolitan areas in the Antioquia region of Colombia. This is achieved by collecting data about student interactions from the Moodle learning management system (LMS), and subsequently applying supervised machine learning models to infer the gap between students in metropolitan and non-metropolitan areas.Design/methodology/approachThis work uses the well-established Cross-Industry Standard Process for Data Mining methodology, which comprises six phases, viz., problem understanding, data understanding, data preparation, modelling, evaluation and implementation. In this case, student data was collected from the Moodle platform from the Antioquia campus of the UNAD distance learning university.FindingsThe digital divide is evident in the classification model when observing differences in variables such as the number of accesses to the LMS, the total time spent and the number of distinct IP addresses used, as well as the number of system modification events.Originality/valueThis study provides conclusions regarding the problems students in virtual education may face as a result of the digital divide in Colombia which have become increasingly visible since the implementation of machine learning methodologies on LMS such as Moodle. However, these practices may be replicated in any virtual educational context and furthermore be extended to enable personalisation of various aspects of the Moodle platform to meet the individual needs of students.
The Thailand national AI ethics guideline: an analysis
Authors: Hongladarom Soraj 
Published: July 2021

Purpose
The paper aims to analyze the content of the newly published National AI Ethics Guideline in Thailand. Thailand’s ongoing political struggles and transformation has made it a good case to see how a policy document such as a guideline in AI ethics becomes part of the transformations. Looking at how the two are interrelated will help illuminate the political and cultural dynamics of Thailand as well as how governance of ethics itself is conceptualized.

Design/methodology/approach
The author looks at the history of how the National AI Ethics Guidelines came to be and interprets its content, situating the Guideline within the contemporary history of the country as well as comparing the Guideline with some of the leading existing guidelines.

Findings
It is found that the Guideline represents an ambivalent and paradoxical nature that characterizes Thailand’s attempt at modernization. On the one hand, there is a desire to join the ranks of the more advanced economies, but, on the other hand, there is also a strong desire to maintain its own traditional values. Thailand has not been successful in resolving this tension yet, and this lack of success is shown in the way that content of the AI Ethics Guideline is presented.

Practical implications
The findings of the paper could be useful for further attempts in drafting and revising AI ethics guidelines in the future.

Originality/value
The paper represents the first attempt, so far as the author is aware, to analyze the content of the Thai AI Ethics Guideline critically.
Implementation of the personal data minimization principle in financial institutions: Lithuania’s case
Authors: Laurinaitis Marius , Štitilis Darius , Verenius Egidijus 
Published: July 2021

Purpose
The purpose of this paper is to assess such processing of personal data for identification purposes from the point of view of the principle of data minimisation, as set out in the EU’s General Data Protection Regulation (GDPR) and examine whether the processing of personal data for these purposes can be considered proportionate, i.e. whether it is performed for the purposes defined and only as much as is necessary.

Design/methodology/approach
In this paper, the authors discuss and present the relevant legal regulation and examine the goals and implementation of such regulation in Lithuania. This paper also examines the conditions for the lawful processing of personal data and their application for the above-mentioned purposes.

Findings
This paper addresses the problem that, on the one hand, financial institutions must comply with the objectives of collecting as much personal data as possible under the AML Directive (this practice is supported by the supervisory authority, the Bank of Lithuania), and, on the other hand, they must comply with the principle of data minimisation established by the GDPR.

Originality/value
Financial institutions process large amounts of personal data. These data are processed for different purposes. One of the purposes of processing personal data is (or may be) related to the prevention of money laundering and terrorist financing. In implementing the Know Your Customer principle and the relevant legal framework derived from the EU AML Directive, financial institutions collect various data, including projected account turnovers, account holders' relatives involved in politics, etc.
Evolutions and trends of artificial intelligence (AI): research, output, influence and competition
Authors: Shao Zhou , Yuan Sha , Wang Yongli , Xu Jing 
Published: July 2021

PurposeThis paper throws light on some of the nature of artificial intelligence (AI) development, which will serve as a starter for helping to advance its development.Design/methodology/approachThis work reveals the evolutions and trends of AI from four dimensions: research, output, influence and competition through leveraging academic knowledge graph with 130,750 AI scholars and 43,746 scholarly articles.FindingsThe authors unearth that the “research convergence” phenomenon becomes more evident in current AI research for scholars' highly similar research interests in different regions. The authors notice that Pareto's principle applies to AI scholars' outputs, and the outputs have been increasing at an explosive rate in the past two decades. The authors discover that top works dominate the AI academia, for they attracted considerable attention. Finally, the authors delve into AI competition, which accelerates technology development, talent flow, and collaboration.Originality/valueThe work aims to throw light on the nature of AI development, which will serve as a starter for helping to advance its development. The work will help us to have a more comprehensive and profound understanding of the evolutions and trends, which bridge the gap between literature research and AI development as well as enlighten the way the authors promote AI development and its strategy formulation.
Enablers and barriers to the involvement of accountants in integrated reporting
Authors: Arora Mitali Panchal , Lodhia Sumit , Stone Gerard 
Published: July 2021

Purpose
With the increasing adoption of integrated reporting and the subsequent interest of the accounting discipline in its development, this paper aims to examine the enablers and barriers to the involvement of accountants in integrated reporting.

Design/methodology/approach
The paper adopts a case study approach by collecting interview data from six organisations that have adopted integrated reporting internationally. In the selected organisations, face-to-face and telephone interviews were conducted with professionals who are involved in the preparation of an integrated report. The interviewees in this study included key integrated report preparers including accountants, corporate reporting managers, sustainability managers and other report preparers. Institutional entrepreneurship provided the theoretical insights for this study.

Findings
The study found that accountants’ expertise in corporate reporting and especially their knowledge of the assurance process was one of the major reasons why they were involved in integrated reporting. Accountants’ in-depth understanding of an organisation in addition to their general analytical and interpersonal skills were also found to be useful in preparing an integrated report. However, the voluntary nature of integrated reporting along with the lack of sufficient guidelines deterred accountants from being involved in integrated reporting. The study also found that accountants themselves did not see value in integrated reporting and found it challenging to convert numerical information to narratives, thus limiting their involvement in integrated reporting.

Research limitations/implications
Whilst prior studies have underlined accountants’ institutionalised practices, this study uncovers the strategies applied by accountants to maintain their institutionalised practices. The specific application of the institutional entrepreneurship concept identifies mechanisms and strategies through which accountants restrict their practices to narrow taken-for-granted roles.

Practical implications
This study uncovers practical implications by highlighting the factors that limit the involvement of accountants within integrated reporting. One of the major implications identified relates to the training of accountants to apply their existing skills and expertise in non-financial reporting to contribute effectively to multi-disciplinary teams that contribute towards integrated reporting in organisations. This study also provides an impetus for the International Integrated Reporting Council to provide more guidance for preparing an integrated report.

Originality/value
This is one of the initial studies that has explored the enablers and barriers to the involvement of accountants in integrated reporting through its focus on organisations that are already practising this form of reporting. The use of institutional entrepreneurship theory adds to the theoretical insights for exploring the involvement of the various actors in integrated reporting.
Open supply chain innovation: an extended view on supply chain collaboration
Authors: Solaimani Sam , van der Veen Jack 
Published: July 2021

PurposeIn the ever-increasing dynamics of global business markets, firms must use all possible sources to innovate continually. This study aims to explore how supply chain innovation can be fostered through joint efforts between firms and their supply chain partners.Design/methodology/approachAt least two areas advocate innovation through external relations, namely, supply chain collaboration and open innovation. This study aims to provide a holistic insight into how vertical and horizontal partnerships can be implemented to help supply chains become more innovative, building upon commonalities and differences between the two areas.FindingsThis study proposes a conceptual framework for supply chain innovation based on the following three ambidextrous capabilities: purpose (i.e. knowledge exploration and exploitation), span (horizontal and vertical collaboration) and orientation (i.e. incremental and radical innovation). With five propositions, the link between the three ambidextrous capabilities and supply chain innovation is explained. The implementation of the framework is articulated through an illustrative real-life case.Originality/valueThe concept of open innovation in supply chain settings is progressively essential yet under-researched. This study is an early attempt to draw on the available theories and literature on open innovation and supply chain collaboration and elaborates how supply chains can facilitate and adopt a more open approach toward innovation.
Interdependence between lignocellulosic biomasses, enzymatic hydrolysis and yeast cell factories in biorefineries
Authors: Bertacchi Stefano , Jayaprakash Pooja , Morrissey John P. , Branduardi Paola 
Published: July 2021

SummaryBiorefineries have a pivotal role in the bioeconomy scenario for the transition from fossil‐based processes towards more sustainable ones relying on renewable resources. Lignocellulose is a prominent feedstock since its abundance and relatively low cost. Microorganisms are often protagonists of biorefineries, as they contribute both to the enzymatic degradation of lignocellulose complex polymers and to the fermentative conversion of the hydrolyzed biomasses into fine and bulk chemicals. Enzymes have therefore become crucial for the development of sustainable biorefineries, being able to provide nutrients to cells from lignocellulose. Enzymatic hydrolysis can be performed by a portfolio of natural enzymes that degrade lignocellulose, often combined into cocktails. As enzymes can be deployed in different operative settings, such as separate hydrolysis and fermentation (SHF) or simultaneous saccharification and fermentation (SSF), their characteristics need to be combined with microbial ones to maximize the process. We therefore reviewed how the optimization of lignocellulose enzymatic hydrolysis can ameliorate bioethanol production when Saccharomyces cerevisiae is used as cell factory. Expanding beyond biofuels, enzymatic cocktail optimization can also be pivotal to unlock the potential of non‐Saccharomyces yeasts, which, thanks to broader substrate utilization, inhibitor resistance and peculiar metabolism, can widen the array of feedstocks and products of biorefineries.
A novel framework for evaluating in situ breeding management strategies in endangered populations
Authors: Robledo‐Ruiz Diana A. , Pavlova Alexandra , Clarke Rohan H. , Magrath Michael J. L. , Quin Bruce , Harrisson Katherine A. , Gan Han Ming , Low Gabriel W. , Sunnucks Paul 
Published: July 2021

AbstractConservation breeding management aims to reduce inbreeding and maximize the retention of genetic diversity in endangered populations. However, breeding management of wild populations is still rare, and there is a need for approaches that provide data‐driven evidence of the likelihood of success of alternative in situ strategies. Here, we provide an analytical framework that uses in silico simulations to evaluate, for real wild populations, (i) the degree of population‐level inbreeding avoidance, (ii) the genetic quality of mating pairs, and (iii) the potential genetic benefits of implementing two breeding management strategies. The proposed strategies aim to improve the genetic quality of breeding pairs by splitting detrimental pairs and allowing the members to re‐pair in different ways. We apply the framework to the wild population of the Critically Endangered helmeted honeyeater by combining genomic data and field observations to estimate the inbreeding (i.e., pair‐kinship) and genetic quality (i.e., Mate Suitability Index) of all mating pairs for seven consecutive breeding seasons. We found no evidence of population‐level inbreeding avoidance and that ~91.6% of breeding pairs were detrimental to the genetic health of the population. Furthermore, the framework revealed that neither proposed management strategy would significantly improve the genetic quality or reduce inbreeding of the mating pairs in this population. Our results demonstrate the usefulness of our analytical framework for testing the efficacy of different in situ breeding management strategies and for making evidence‐based management decisions.
Amphibian occurrence and abundance patterns across a modified floodplain ecosystem
Authors: Littlefair Michelle E. , Nimmo Dale G. , Ocock Joanne F. , Michael Damian R. , Wassens Skye 
Published: July 2021

AbstractAmphibian populations have experienced unprecedented decline over the past few decades. River regulation, water diversions and reductions in the frequency of reconnections between rivers and floodplains have contributed to decreased floodplain inundation and overall wetland degradation, contributing to regional declines in amphibians. Hydrological modifications coupled with invasive exotic fish also have had a significant impact on inland floodplain frog communities. Using an eight‐year study of 21 wetlands across a nationally important inland floodplain system, we quantified occurrence and abundance patterns in six frog species (adults and tadpoles) to a range of landscape‐scale and site‐scale hydrological and vegetation‐related variables. Occurrence and abundance models for adult frogs and tadpoles were characterised by different suites of predictor variables and effect directions for each species. The occurrence of some frog species, such as the inland banjo frog (Limnodynastes interioris), was negatively related to distance to the main river and area of inundation, whereas the abundance of most species was positively related to mean daily discharge. Tadpoles of species such as the plains froglet (Crinia parinsignifera) had contrasting relationships to introduced common carp (Cyprinus carpio) and eastern gambusia (Gambusia holbrooki). Our findings suggest factors that lead to a particular species occurring at a wetland may differ from those that make them abundant once conditions necessary for occurrence have been met. Thus, management interventions to improve amphibian diversity across inland floodplain systems will need to consider watering actions that benefit a range of frog species, particularly endangered species, across their developmental stages.