bluuebunny/crossref_metadata_2025_split huggingface dataset:
Computer vision and machine learning approaches for metadata enrichment to improve searchability of historical newspaper collections
Authors: Ali Dilawar , Milleville Kenzo , Verstockt Steven , Van de Weghe Nico , Chambers Sally , Birkholz Julie M. 
Published: February 2023

PurposeHistorical newspaper collections provide a wealth of information about the past. Although the digitization of these collections significantly improves their accessibility, a large portion of digitized historical newspaper collections, such as those of KBR, the Royal Library of Belgium, are not yet searchable at article-level. However, recent developments in AI-based research methods, such as document layout analysis, have the potential for further enriching the metadata to improve the searchability of these historical newspaper collections. This paper aims to discuss the aforementioned issue.Design/methodology/approachIn this paper, the authors explore how existing computer vision and machine learning approaches can be used to improve access to digitized historical newspapers. To do this, the authors propose a workflow, using computer vision and machine learning approaches to (1) provide article-level access to digitized historical newspaper collections using document layout analysis, (2) extract specific types of articles (e.g. feuilletons – literary supplements from Le Peuple from 1938), (3) conduct image similarity analysis using (un)supervised classification methods and (4) perform named entity recognition (NER) to link the extracted information to open data.FindingsThe results show that the proposed workflow improves the accessibility and searchability of digitized historical newspapers, and also contributes to the building of corpora for digital humanities research. The AI-based methods enable automatic extraction of feuilletons, clustering of similar images and dynamic linking of related articles.Originality/valueThe proposed workflow enables automatic extraction of articles, including detection of a specific type of article, such as a feuilleton or literary supplement. This is particularly valuable for humanities researchers as it improves the searchability of these collections and enables corpora to be built around specific themes. Article-level access to, and improved searchability of, KBR's digitized newspapers are demonstrated through the online tool (https://tw06v072.ugent.be/kbr/).
The paradox of leading amidst uncertainty: maintaining balance on an unstable beam
Authors: Yurkofsky Maxwell M. , Peurach Donald J. 
Published: February 2023

PurposeThis paper proposes a new conception of school systems arising out of the collision of three forces: (1) a longstanding press to rationalize the technical work of schools in the service of educational excellence; (2) a growing democratic press to equitably engage community members in the process of defining educational excellence; which together are (3) heightening legacy uncertainties that pervade educational organizations. It then draws on paradox theory to explore how leaders might navigate the growing uncertainties that are central to the work of organizing for excellence and equity.Design/methodology/approachIntegrating scholarship related to organizational institutionalism, paradox theory, learning sciences, social justice leadership and educational system building, this paper examines the changing organization of schools, the growing uncertainty facing educators and the implications for leaders and preparation programs.FindingsThis paper introduces two perspectives on how to navigate the growing uncertainty facing educators and educational leaders: one that centers on mitigating uncertainty, the other that prioritizes leveraging uncertainty. Both perspectives have affordances and limitations when considering the twin goals of educational excellence and equitable involvement in decision-making, and leaders should thus view uncertainty as a paradox—an interdependent, persistent, contradiction—that can never be fully resolved, but can be managed. A paradox perspective makes visible the complex work of effectively moving between mitigating and leveraging uncertainty, especially in a field where the latter garners more support and legitimacy.Originality/valueThis paper synthesizes recent educational and organizational scholarship to develop a new conception of educational organizations and a corresponding approach to educational leadership capable of navigating the growing complexity and uncertainty that pervades school systems.
Why are Vietnamese people susceptible to cryptocurrency Ponzi schemes? Findings from using the PLS-SEM approach
Authors: Nguyen Nhung Thi , Nguyen An Tuan , To Ha Thi Nguyet , Le Thanh Ta Hong 
Published: February 2023

Purpose
This paper aims to explore factors influencing Vietnamese people’s susceptibility to fraud through cryptocurrency Ponzi schemes.

Design/methodology/approach
This study uses the gullibility theory, the theory of planned behavior theory, the traditional theory of finance and the theory of financial behavior, to develop a questionnaire which is then sent to respondents who are Vietnamese individuals. Subsequently, the partial least squares structural equation modeling approach (PLS-SEM) is used to analyze 370 collected responses.

Findings
This research shows the important roles that trust, risk appetite and knowledge of Ponzi play in respect of fraud susceptibility, among which trust has the highest positive impact. Moreover, there is no evidence of relationships between Vietnamese people’s susceptibility to fraud via cryptocurrency Ponzi schemes and attitudes toward investment scams, knowledge of investment or knowledge of Ponzi schemes.

Research limitations/implications
This paper collects only 370 valid responses, which raises some questions regarding the diversity and representativeness of the survey sample.

Practical implications
This study provides evidence on factors affecting Vietnamese people’s fraud susceptibility to cryptocurrency Ponzi schemes, which helps both authorities and individuals to be vigilant against investment scams.

Social implications
This research proposes several recommendations to prevent investment scams in cryptocurrency trading, from the perspective of state regulators and individuals.

Originality/value
This working paper provides a new approach using PLS-SEM to build a theoretical framework for the possibility of becoming victims of investment scams in Vietnam using a combination of different theories from criminology and finance.
Smart tourism technologies for the psychological well-being of tourists: a Bangladesh perspective
Authors: Gani Mohammad Osman , Roy Hiran , Faroque Anisur R. , Rahman Muhammad Sabbir , Munawara Maisha 
Published: February 2023

PurposeThe importance of smart tourism technologies (STTs) has been rising recently, but how STTs are related to tourists' psychological well-being has got little attention. The study intends to show how STTs increase tourists' psychological well-being by capitalizing on the theory of Tourism 4.0. The study investigates the associations between the factors of STTs with the perceived benefit and, subsequently, perceived benefit with the psychological well-being of tourists. Moreover, this study also examines the moderating impact of a growth mindset (GM) between perceived benefits (PB) and tourists' psychological well-being (TPW) in the tourism industry.Design/methodology/approachUsing a structured questionnaire, 243 responses were collected through the convenience sampling method. Partial least square structural equation modeling (PLS-SEM) was used for the analysis.FindingsFindings show that automation, security/privacy concerns, information accuracy, and personalization are significantly related to the PB of tourists. The results also confirm that a GM moderates the relationship between PB and TPW.Practical implicationsThe results show the social and managerial importance of the perspective of tourism in developing countries. Based on the tourism 4.0 concept, this study presents a theoretical contribution by expanding practical information regarding the link between STTs and psychological well-being. Moreover, the study shows some directions to the tour operator about improving PB and psychological well-being. The notion of tourism 4.0 is a new paradigm that seeks to unlock the psychological well-being of visitors through the hyper-interconnectedness of humans and technologies.Originality/valueThis study contributes to prior research on technology-based tourism by exploring the uncharted STT variables, PB, GM and psychological well-being. Moreover, the study makes an empirical effort to conceptualize the tourism 4.0 concept on the proposed relationships. Tourist firms should focus on implementing this theory to develop their business.
Synthesizing as a power-laden facilitation practice in a networked improvement community
Authors: Sandoval Carlos 
Published: February 2023

PurposeThe purpose of this paper is to examine an essential component of enacting an improvement network: facilitation. In it, the author surfaces synthesizing as a core, power-laden facilitation practice that brought together network members from disparate institutions to converge on a shared network aim and theory of improvement.Design/methodology/approachThis study is situated within a teacher preparation improvement network. Forty-four teacher educators from seven university-based teacher preparation programs participated in the network. Guided by practice theory (Feldman and Orlikowski, 2011), the author collected and analyzed network meetings and artifacts to unveil facilitation practices and their relation to power.FindingsSynthesizing emerged as a central facilitation practice. Facilitators' engagement in this practice produced power by constraining and enabling how network members participated. Finally, facilitators were systematically and advantageously positioned to prioritize some network members' perspectives while peripheralizing others'.Practical implicationsThis paper offers a concrete, detailed window into a core facilitation practice in a network and problematizes it to enable network leaders to be deliberate about facilitation decisions.Originality/valueFacilitation is a central component of effective networks (Rincón-Gallardo and Fullan, 2016) and is considered central to the work of networked improvement (Bryk et al., 2015), but there exists a dearth of research that offers insights into how facilitation comes to be enacted in practice. This study offers detailed insights into one such facilitation practice.
Education Briefing Property investment: portfolio modelling
Authors: Patrick Michael , French Nick 
Published: February 2023

PurposeThe aim of this briefing is to look at the often overlooked impact of gearing (or leverage) on risk. The positive impact on equity return in a strong market is gained by increasing the overall risk of the investment and potentially negative impacts on returns in weak markets.Design/methodology/approachThis Education Briefing is an explanation of how the addition of individual assets to a portfolio can, with gearing, impact upon the portfolio risk/return profile.FindingsThrough a simple example, this briefing shows how geared portfolios can struggle in poor markets when the servicing of the debt (at increased interest rates) can have a severe negative impact upon returns.Practical implicationsThe process of borrowing at a bank rate below the return rate on an investment project can increase the equity return of the project as long as all incomes and interest rate remain at appropriate levels but when incomes fall or disappear and/or interest rates rise, the implication for the assets return and/or solvency can be highly significant.Originality/valueThis is a review of existing models.
Linking marketing imperfections to sustainable entrepreneurial prospects and sustainability: the case of Indian medicinal and aromatic plants businesses
Authors: Chandra Pramod 
Published: February 2023

Purpose
Drawing on the extant literature that suggests marketing imperfections are an opportunity to create and establish a foundation for sustainable entrepreneurial prospects and sustainability, this study aims to delineate a marketing mix strategy for Indian medicinal and aromatic plant (MAP) resources to optimize the benefits derived from their existing MAP business and address its marketing imperfections.

Design/methodology/approach
A case study research design was used to investigate the MAP sector, and 37 in-depth interviews were conducted to collect the primary data. Given the study’s exploratory nature, an inductive approach was used for data analysis, and conventional qualitative content analysis was performed to analyze the data.

Findings
The findings reveal that a marketing mix strategy is relevant for linking MAP businesses to the country’s sustainable livelihood options, entrepreneurial prospects, resource management and the economy and for improving the sector’s global competitive position.

Originality/value
To the best of the author’s knowledge, this study is the first to explore and present a marketing mix strategy for Indian MAP resources. Thus, it extends the marketing and entrepreneurship literature regarding natural resource businesses to advance sustainable entrepreneurial prospects and sustainability. The study concludes by offering strategic clues for implementing the marketing mix strategy in the Indian MAP sector and businesses.
The inverse U-shaped relationship between challenge stressors and workplace learning outcomes: a study of young employees in Japan
Authors: Ikeda Megumi 
Published: February 2023

Purpose
In recent years, scholars have questioned the linear relationship between challenge stressors and positive outcomes. Nevertheless, few studies have examined whether challenge stressors and workplace learning outcomes have an inverse U-shaped relationship. Therefore, this study aims to determine whether challenge stressors have an inverse U-shaped relationship with workplace learning outcomes among young Japanese employees.

Design/methodology/approach
Data were collected from 1,257 individuals in two time periods through an internet survey and analyzed using regression analysis.

Findings
The findings suggest that challenge stressors have an inverse U-shaped relationship with workplace learning outcomes.

Practical implications
The relationship between challenge stressors and workplace learning outcomes is positive until a certain point and becomes negative after a certain point. Hence, when promoting learning outcomes among young employees, supervisors should be careful to avoid subjecting employees to very little or excessive amount of challenge stressors.

Originality/value
This study provides evidence supporting the assumption that the relationship between challenge stressors and positive outcomes has an inverted U-shape.
Does service-oriented manufacturing affect the sustainability performance of Chinese green manufacturing firms: an integrated study including empirical analysis and agent-based simulation
Authors: Zhang Ruihan , Gao Han 
Published: February 2023

PurposeThere are two purposes in this paper. The first one is to explore the impact mechanisms and paths of service-oriented manufacturing (SOM) on the sustainability performance of green manufacturing firms and to pay particular attention to the mediating role of enterprise costs in the relationship between the two. The second one is to reveal the dynamic process and laws of SOM influencing on the sustainability performance of green manufacturing enterprises.Design/methodology/approachThis paper employs a combination of dynamic and static research from two aspects. On the one hand, based on 495 green manufacturing firms in China, the authors verify the SEM of SOM, enterprise cost and sustainability performance of green manufacturing firms through empirical research, analyze the path relationship and mediation effect, and demonstrate its complex impact mechanism. On the other hand, the authors use agent-based modeling and simulation to reveal the dynamic influence of SOM on the sustainability performance of green manufacturing enterprises and explore its dynamic laws and future development trends.FindingsThe study results indicate that (1) SOM has a direct positive effect on firm sustainability performance. (2) Reducing firm costs has a positive effect on firm sustainability performance, and firm costs play a partial mediating role in the mechanism by which SOM influences firm sustainability performance. (3) The dynamic impact of SOM on sustainability performance increases significantly over time. (4) Significant firm heterogeneity exists in the process by which SOM improves sustainability performance. (5) There are differences in the promotion of SOM for economic performance, environmental performance and social performance.Originality/valueThis paper makes two main contributions. First, compared with previous research on sustainability performance focusing on a certain dimension, this paper organically integrates the three dimensions of sustainability performance, regards them as a whole and considers the paths to improve sustainability performance. Second, this paper focuses on the complex relationship among SOM, enterprise costs and sustainability performance and reveals different sustainability performance improvement paths and dynamic impact processes, thereby expanding and deepening previous research on sustainability on the subject. These contributions lead to a better understanding of the driving forces and realization path for green manufacturing firms' sustainability performance from an integrated static and dynamic perspective.
The relationship between corporate governance mechanisms and integrated reporting practices and their impact on sustainable development goals: evidence from South Africa
Authors: Ahmed Mohamed Moshreh Ali 
Published: February 2023

Purpose
The first purpose of this paper is to investigate whether corporate governance mechanisms, in particular the characteristics of the board, audit committee and risk management committee, are associated with the level of disclosure in integrated reports of South African listed firms. The second purpose of this paper is to analyze how integrated reporting (IR) affects the sustainable development goals (SDGs).

Design/methodology/approach
This paper uses a mixed methods approach. First, a multiple regression analysis is used to estimate the impact of corporate governance mechanisms on IR practices of a sample of South African listed firms during the period between 2019 and 2021. Using the content analysis method to measure the level of IR, disclosures were measured using a disclosure index consisting of 60 information items developed from the IIRC framework and previous studies. Second, based on a database containing 33 articles in the Meditari Accountancy Research journal with a publication date from 2013 to 2021, a systematic review of the academic literature focusing on IR is conducted to analyze how IR influences SDGs.

Findings
The results indicate that board size, board independence and risk management committee independence have a positive effect on IR practices. However, board expertise, board activity, audit committee independence, audit committee size, audit committee expertise, audit committee meetings, risk management committee expertise, risk management committee meetings, risk management committee size and the auditor type are negatively related to IR practices. The results also indicate that IR has an important role in achieving SDGs by relying on integrated thinking that integrates sustainability into the enterprise’s strategy and helps the integration of capitals. In addition, sustainable business models create long-term values.

Research limitations/implications
This study was limited to a sample size of 75 firms, which is country-specific; however, it sets the tone for future empirical research on the subject matter. This study provides an avenue for future research in the area of corporate governance and IR practices in other emerging countries, especially other African countries.

Practical implications
This study provides useful insights for managers and policymakers to better understand which corporate governance mechanisms can best encourage a company to improve IR practices.

Originality/value
To the best of the author’s knowledge, this study is, perhaps, the first to examine the effect of risk management committee characteristics on IR practices. This study provides new insight into the contribution of accounting research toward the achievement of SDGs.
Spatial design in recent housing developments in Copenhagen: a perspective of social mix and mixing
Authors: Bican Nezih Burak 
Published: February 2023

PurposeThis study attempts to reveal the contemporary tools of spatial design – policy, planning, urban design and architecture – for social mix (SMX) and social mixing (SMXG) by focusing on the recent undertakings in Denmark, the case in point being Copenhagen.Design/methodology/approachThe study applies a combined research methodology consisting of qualitative strategies. By making use of regulatory document reviews and interviews with key respondents, the study puts together the tools for SMX which are, otherwise, disorganised. Dwelling on reviews of municipal local plans, site visits and semi-structured interviews with municipal agents in charge, it provides a comparative urban morphology analysis of three recently developed neighbourhoods on the basis of SMX and SMXG.FindingsThis study presents the untitled “toolbox” of Danish authorities to regulate the SMX policies and spatial efforts within a variety of planning/design scales to facilitate SMXG among the inhabitants of the neighbourhoods. The examination of successive cases manifests that SMX strategies have been integrated with those of SMXG, with a gradual upwards inclination, since mixing different tenures, types, sizes and prices have not been successful in guaranteeing social interaction. In doing so, the “in-between” zones have become the primary realm of control with an observable differentiation in the studied cases.Originality/valueStudies are scant concerning the spatial design efforts regarding social mix and mixing. The present work contributes to filling this gap by examining a cutting-edge practice in a mature milieu and describing it in a thorough and comparative manner.
Creative urban place
Authors: Rahimi Gendeshmin Sahar , Hatami Khanghahi Tohid , Rostamzadeh Yavar 
Published: February 2023

PurposeThe concept of a creative place has been considered by experts, but a review of the research background shows that the definitions provided for creative place are different, and the factors that make an urban space a creative place are not clear. The main purpose of this study is to investigate the concept of creative place and to extract the indicators that make an urban space considered a creative place.Design/methodology/approachBy extensive library studies and using a specialized panel, 59 items in the form of 12 indicators were extracted as identifiers of a creative place and a researcher-made questionnaire was prepared and tested in a case study. Data analysis of this study was performed in two stages by using the factor analysis method in R software.FindingsThe factors of “competitive advantage (economically)”, “freedom”, “attractiveness”, “entrepreneurship and professionalism”, “culture and art”, “vitality”, “diversity”, “distinction”, “participation”, “reconstruction, nobility and infrastructure”, “meaning” and “creative experiences” are important as identifiers of creative place, respectively. The evaluation of the case study showed that the total score of creative places in this urban space is 69.6 (out of 100) and “meaning” gained the most point in this urban space.Originality/valueThe factors of this research can be provided to architects and urban planners as identifiers of a creative place and a case study can be evaluated in terms of the degree of compliance with creative place identifiers.