bluuebunny/crossref_metadata_2025_split huggingface dataset:
Identifying business information through deep learning: analyzing the tender documents of an Internet-based logistics bidding platform
Authors: Yu Ying , Ma Jing 
Published: May 2023

PurposeThe tender documents, an essential data source for internet-based logistics tendering platforms, incorporate massive fine-grained data, ranging from information on tenderee, shipping location and shipping items. Automated information extraction in this area is, however, under-researched, making the extraction process a time- and effort-consuming one. For Chinese logistics tender entities, in particular, existing named entity recognition (NER) solutions are mostly unsuitable as they involve domain-specific terminologies and possess different semantic features.Design/methodology/approachTo tackle this problem, a novel lattice long short-term memory (LSTM) model, combining a variant contextual feature representation and a conditional random field (CRF) layer, is proposed in this paper for identifying valuable entities from logistic tender documents. Instead of traditional word embedding, the proposed model uses the pretrained Bidirectional Encoder Representations from Transformers (BERT) model as input to augment the contextual feature representation. Subsequently, with the Lattice-LSTM model, the information of characters and words is effectively utilized to avoid error segmentation.FindingsThe proposed model is then verified by the Chinese logistic tender named entity corpus. Moreover, the results suggest that the proposed model excels in the logistics tender corpus over other mainstream NER models. The proposed model underpins the automatic extraction of logistics tender information, enabling logistic companies to perceive the ever-changing market trends and make far-sighted logistic decisions.Originality/value(1) A practical model for logistic tender NER is proposed in the manuscript. By employing and fine-tuning BERT into the downstream task with a small amount of data, the experiment results show that the model has a better performance than other existing models. This is the first study, to the best of the authors' knowledge, to extract named entities from Chinese logistic tender documents. (2) A real logistic tender corpus for practical use is constructed and a program of the model for online-processing real logistic tender documents is developed in this work. The authors believe that the model will facilitate logistic companies in converting unstructured documents to structured data and further perceive the ever-changing market trends to make far-sighted logistic decisions.
The making of a discriminatory ism
Authors: Arandjelović Ognjen 
Published: May 2023

PurposeThe millennia long struggles of various oppressed groups have over time illuminated widespread social injustices, organically leading to the recognition of yet further injustices captured by the umbrella of discriminatory isms, such as racism, sexism, classism, ableism, anti-Semitism, ageism, heterosexism and many others. In recent years, the debate has become increasingly fierce, polarized and even physically violent.Design/methodology/approachOne of the premises of the present work is that in part, the aforementioned unconstructive behaviors are a result of the different understandings of what constitutes an ism and the lack of a thoughtful consideration of this issue in the mainstream social debate as much as in the academic literature.FindingsThe author presents evidence for this and critiques the dominant lines of thought in this realm, showing all the dominant lines of thought to fall short of both the fundamental philosophical as well practical desiderata in how isms ought to be understood.Originality/valueThe author proposes an alternative which does not suffer from the weakness of the existing one: one based on the denial of equivalence of sentience. The author shows how the adoption of this understanding leads to constructive ways of addressing isms effected injustice.
Internationalization of quality assurance and the international quality of higher education in Taiwan
Authors: Chien Wei-Cheng 
Published: May 2023

PurposeThis study employs survey methods to statistically examine the internationalization of quality assurance (IQA) in Taiwanese higher education. The data collected were analyzed to assess the associations between administrators' opinions of the importance of IQA and their evaluations of its implementation, as well as the relationship between implementation and opinions on seven measures of international quality. The study also explores the mediating effect of implementation assessments on the relationship between opinions of the importance of IQA and opinions of international quality.Design/methodology/approachThis study targeted higher education administrators from universities in Taiwan, including presidents, vice presidents, deans, section chiefs, directors, and heads of schools in various departments. Using systematic sampling methods, 80 universities were selected from a population of 159 higher education institutions in Taiwan, with 17-40 potential participants each in 2015. A total of 2,377 questionnaires were distributed to all the administrators of those institutions, and ultimately, 65 institutions and 337 valid questionnaires were analyzed.FindingsThe importance of IQA directly and positively influenced implementation of it on higher education institutions. The implementation directly and positively influenced the level of international quality of the institutions and the importance of IQA had an indirect positive influence on international quality through implementation. The aggregated institution-level results were similar to but much stronger than the individual-level results.Originality/valueThis study examined the IQA of higher education in Taiwan, which is increasingly important to institutions' competitiveness in the global higher education market. The data were analyzed using multilevel structural equation modeling at the individual-level and the aggregate-level. The analysis revealed direct and indirect associations between opinions about IQA and institutional quality. This study makes a significant contribution to the literature because it clarifies the role of administrators (individually and collectively) regarding their institutions' educational quality, and it provides useful information that institutions could apply to improve their international competitiveness.
Supply chain resource orchestration in emerging markets: an empirical examination of product launch performance
Authors: Jenkins Matthew , Munyon Timothy , Scott Marc 
Published: May 2023

PurposeEndeavoring to expand their global market presence, firms often launch products into emerging markets where managers face the daunting task of deploying products by managing available, and often limited, supply chain resources. Yet, literature has not empirically examined managerial resource orchestration in this context. Accordingly, by embedding resource orchestration theory (ROT) into the emerging market context, the authors offer middle-range theorizing on supply chain resource orchestration (SCRO) and empirically test how acquiring, bundling and leveraging activities impact new product launch performance.Design/methodology/approachThe authors test the model by analyzing empirical data from 175 individual product launches into emerging markets using a survey methodology.FindingsThe authors’ results suggest that SCRO holds the promise of being a viable middle-range theory in the supply chain field, especially where managers face limited resources and must “work with what they have to do what they can.”Research limitations/implicationsThe authors’ study also has some limitations. First, because a panel data service company was used to collect the data, the authors were not provided with any information regarding the respondents' company names or other identifying data. Second, because the authors did not directly interact with the respondents nor were the authors able to contact multiple individuals from their respective organizations, the study was limited to a single-respondent design. However, to counter issues associated with single-response bias, the central constructs in the study referenced phenomena related to a specific product launch project as opposed to constructs at the firm or inter-firm relational level.Practical implicationsThe authors’ results reveal that SCRO activities can enhance the performance of new product launches, even in resource-starved emerging market contexts.Originality/valueThe results validate measures for several of the SCRO processes (i.e. supply chain resource acquisition, supply chain resource bundling and supply chain leveraging) and provide evidence that supply chain resource bundling and supply chain leveraging mediate the relationship between supply chain resource acquisition and product launch performance. Further, soft logistics infrastructure is found to be an important boundary condition for these relationships.
Sexual and reproductive history of female prisoners in Iran: a health care needs analysis
Authors: Farhoudi Behnam , Shahmohamadi Elnaz , SeyedAlinaghi SeyedAhmad , Rostam Afshar Zohreh , Mirzapour Pegah , Nadji SeyedAlireza , Golsoorat Pahlaviani Fatemeh , Tashakorian Mehrzad , Hackett Daniel 
Published: May 2023

Purpose
According to estimates, there are approximately 714,000 female prisoners in the world. A considerable proportion are pregnant, of childbearing age at the time of incarceration and may experience numerous reproductive health concerns. The purpose of this study is to examine the demographics and sexual and reproductive history of female prisoners in Iran.

Design/methodology/approach
Four hundred and thirty-four female prisoners (mean age: 39.0 ± 9.9) serving sentences at Qarchak prison, Iran, completed a questionnaire. The participants were recruited between October 2017 and September 2018 using a convenient sampling method. The questionnaire captured sociodemographic characteristics and sexual and reproductive history.

Findings
Most respondents had 7–12 years of formal education, were housewives (69.9%), were either married (41.6%) or divorced (41.8%) and were literate (91.3%). History of drug use among the respondents was 34.7%. Most respondents had regular menstruation (63.5%) and were pre-menopausal (86.1%). Natural birth control was preferred (39.7%) compared to other methods, such as condoms (18%) and oral contraceptive pills (8.4%). Spontaneous and induced abortions were reported by 17.8% and 16.4% of respondents, respectively. There was 5.9% of respondents that reported having a history of sexually transmitted infections (STIs) before incarceration, with HPV the most common (12.7%).

Research limitations/implications
This study has limitations, including the problem of following up with prisoners to shorten the average length of their imprisonment, which can leave many issues in the field of women’s health and their follow-up incomplete. Prison health care workers should also follow up on women’s health and pregnancy hygiene after their release because there is usually a high prevalence of STIs in prisoners.

Practical implications
The findings highlight the importance of improving the quality of women’s health care and pregnancy-related care in prisons. Additionally, the importance of having a health protocol for incarcerated women in Iran. Other programs should also be implemented for women prisoners to eliminate the discrimination they may face in prison.

Originality/value
The international community has attempted to develop care guidelines for pregnant prisoners, particularly for prenatal and mental health services. However, currently in Iran no such guidelines have been developed. To date no research has explored the sexual health among female prisoners of this country. The aim of the present study was to examine the demographics and sexual and reproductive history of female prisoners in Iran. A secondary aim was to identify the health care needs of female prisoners in Iran.
Harassment and slurs or epistemic injustice? Interrogating discriminatory abuse through safeguarding adult review analysis
Authors: Mason Karl 
Published: May 2023

Purpose
The purpose of this paper is to interrogate and develop the conceptualisation of discriminatory abuse in safeguarding adults policy and practice beyond the current interpersonal definition. The paper draws on Safeguarding Adults Reviews (SARs) that refer to discriminatory abuse or safeguarding practice with adults who have care and support needs and protected characteristics.

Design/methodology/approach
A search of the national network repository of SARs identified 27 published reviews for inclusion. The contents were thematically analysed to understand how discrimination was experienced in these cases. Fricker’s “Epistemic Injustice” theory was adopted as a conceptual framework, informing the analysis of findings.

Findings
Evidence from SARs provides a challenge to the interpersonal emphasis on language and behaviour in national policy. Although the reviews acknowledge that interpersonal abuse occurs, a close reading spotlights practitioner and institutional bias, and inattention to social, structural and contextual factors. The silence on these matters in policy provides a narrow frame for interpreting such abuse. This suggests significant potential for epistemic injustice and signals a need to acknowledge these social, structural and contextual factors in safeguarding practice.

Originality/value
Discriminatory abuse is an under-researched and under-utilised category of abuse in safeguarding adults practice. The paper adopts Fricker’s theory of “Epistemic Injustice” to highlight the silencing potential of current policy approaches to discriminatory abuse to suggest a more inclusive and structural framing for safeguarding practice with those targeted due to their protected characteristics.
The effects of corporate governance mechanisms on voluntary corporate carbon disclosures: evidence from the emerging economy
Authors: Chakraborty Rajib , Dey Sajal Kumar 
Published: May 2023

PurposeThis study examines the effects of corporate governance mechanisms on voluntary corporate carbon disclosure in Bangladeshi firms.Design/methodology/approachTo investigate the association between corporate governance mechanisms and corporate carbon disclosures, this study employs ordinary least square (OLS) methods. To mitigate the potential endogeneity concerns, the authors also introduce firm fixed effect (FE) and random effect (RE). Primarily, the study sample includes 250 firm-year observations over the period 2015–2019 for listed companies on the Dhaka Stock Exchange (DSE) in Bangladesh. Subsequently, corporate governance mechanisms that influence voluntary carbon disclosure were examined using both univariate and OLS models.FindingsThe findings of this study suggest that firms with a larger board size and more independent directors have a positive impact on the firm's intensity to disclose carbon-related information. However, no evidence has been found of the existence of an environmental committee, and the presence of female directors on the board tends to be associated with a higher level of voluntary corporate carbon disclosure.Originality/valueThe study offers necessary evidence of the determinants of corporate carbon disclosures, which will be useful for managers, senior executives, policymakers and regulatory bodies. To improve corporate governance practices and formulate separate sets of regulations and reporting criteria, disclosing extensive and holistic carbon-related information obligatory. Further, the outcomes of this study based on Bangladeshi firms can be comprehensive for other developing countries to take precautions to tackle the effect of global climate change.
The role of Machiavellian personality, altruistic personality, religiosity, whistleblowing system, and accounting firm size in mitigating fraud intention
Authors: Wijayanti Dwi Marlina , Senjani Yayu Putri , Farah Wilda 
Published: May 2023

Purpose
This study aims to explore personal and organizational factors in mitigating fraud intention through machiavellian personality, altruistic personality, religiousity, whistleblowing system, and accounting firm size. Companies will suffer greater losses if they cannot prevent fraudulent practices. The fraud hexagon theory is considered effective in detecting the possibility of fraud and the tendency of fraud motivated by personal and organizational factors. Therefore, the researchers examined several factors, including Machiavellian, altruism, religiosity, whistleblowing system and accounting firm size in mitigating fraud intention.

Design/methodology/approach
This study used a self-administered survey of accountants in Indonesia. The accountants were selected as the sample because the accounting profession has considerable potential in committing fraud. To avoid common method bias, the authors performed ex ante and ex post on the questionnaire. This research model was tested using structural equation modeling-partial least square.

Findings
The results revealed that personal factors in the form of Machiavellian, altruism and religiosity had a direct impact on decreasing fraud intention. In addition, whistleblowing system and accounting firm size were able to promote the effectiveness of fraud mitigation.

Research limitations/implications
This study uses one profession, namely, accountants, so it requires further research to see the similarity of results in other professions.

Practical implications
The results contribute to managerial decision-making. Companies should include personal tests during employee recruitment because personal factors are the key to determining individual fraud behavior.

Social implications
Combining personal factors and organizational factors can promote the success of the internal control system, so that individuals are encouraged to do ethical things.

Originality/value
This study combines personal and organizational factors in mitigating fraud, so as to know accurately which factors are most capable of mitigating fraud.
National intelligence and illicit trade: a cross-country study
Authors: Baatour Kais , Hamdi Khalfaoui , Guenichi Hassen 
Published: May 2023

Purpose
Illicit trade is pervasive in many nations and may be influenced by the level of national IQ. The current interdisciplinary paper aims to study the association between national intelligence and illicit trade across nations.

Design/methodology/approach
The illicit trade index scores for 84 countries, developed by the Economics Intelligence Unit, are used to measure the dependent variable. The independent variable is national intelligence, while economic development, unemployment and Hofstede’s cultural dimensions are the control variables. Two-level hierarchical linear models (HLMs) are used to empirically test the above-mentioned association.

Findings
The empirical results suggest that the higher the degree of national intelligence, the lower is the degree of illicit trade across nations. In addition, economic development, unemployment and national culture play an important role in explaining cross-country differences in illicit trade.

Practical implications
Regulatory authorities should find the results of this cross-national research useful in evaluating the likelihood of illicit trade from a cognitive perspective, and in implementing reforms to curb this type of economic crimes.

Originality/value
This interdisciplinary study makes novel contributions to the literature on economic and financial crimes. First, for the first time to the best of the authors’ knowledge, an association between national intelligence and illicit trade is examined. A second original contribution of this study compared to earlier research is related to the use of two-level HLMs. Third, the investigation of the association between intelligence and illicit trade takes a new control variable into consideration, i.e. unemployment, a variable which is found to have a significant effect on illicit trade and that has not been used directly in relationship with illicit trade so far.
Spatiotemporal cluster analysis of reputable tourist accommodation in Greater Amman Municipality, Jordan
Authors: Al-Saad Saad Ahmed , Jawarneh Rana N. , Aloudat Areej Shabib 
Published: May 2023

Purpose
To test the applicability of the user-generated content (UGC) derived from social travel network sites for online reputation management, the purpose of this study is to analyze the spatial clustering of the reputable hotels (based on the TripAdvisor Best-Value indicator) and reputable outdoor seating restaurants (based on ranking indicator).

Design/methodology/approach
This study used data mining techniques to obtain the UGC from TripAdvisor. The Hierarchical Density-Based Spatial Clustering method based on algorithm (HDBSCAN) was used for robust cluster analysis.

Findings
The findings of this study revealed that best value (BV) hotels and reputable outdoor seating restaurants are most likely to be located in and around the central districts of the urban tourist destinations where population and economic activities are denser. BV hotels' spatiotemporal cluster analysis formed clusters of different sizes, densities and shape patterns.

Research limitations/implications
This study showed that reputable hotels and restaurants (H&Rs) are concentrated within districts near historic city centers. This should be an impetus for applied research on urban investment environments.

Practical implications
The findings would be rational guidance for entrepreneurs and potential investors on the most attractive tourism investment environments.

Originality/value
There has been a lack of studies focusing on analyzing the spatial clustering of the H&Rs using UGC. Therefore, to the best of the authors’ knowledge, this study is the first to map and analyze the spatiotemporal clustering patterns of reputable hotels (TripAdvisor BV indicator) and restaurants (ranking indicator). As such, this study makes a significant methodological contribution to urban tourism research by showing pattern change in H&Rs clustering using data mining and the HDBSCAN algorithm.
From fan to become tourist: watching online videos as seamlessly connecting travel
Authors: Lee Kyoungmin , Zhou Jiayu , Koo Chulmo 
Published: May 2023

Purpose
In view of the influences of online videos on the cultural tourism industry, this study aims to explore the mechanisms triggered by watching online video behaviors of fans. This study examines how fans who have watched celebrities’ online videos become tourists who attend concerts held at destinations based on celebrity and destination endorsements.

Design/methodology/approach
This study builds for celebrity and destination endorsements on online videos by combining media richness and source model theory. This research adopts partial least squares structural equation modeling to analyze the mechanism triggered by online media.

Findings
Watching online media influences celebrity and destination endorsements, which, in turn, affects the concert experience and intention to return to the destination. Results reveal less intertwined relationships between celebrity and destination endorsements and the complex mechanisms between the two endorsements.

Originality/value
With the rise in popularity of online media, online content has become a major source of information in the tourism industry and a means of enjoying travel seamlessly. This study highlights not only the role of “watching online videos” as one of the richest media but also the role of live concerts in cultural tourism for understanding complex cultural tourism.