bluuebunny/crossref_metadata_2025_split huggingface dataset:
Moving beyond MARCO
Authors: Rosa Nicholas , Watkins Christopher J. , Newman Janet 
Published: September 2022

AbstractThe use of imaging systems in protein crystallisation means that the experimental setups no longer require manual inspection to determine the outcome of the trials. However, it leads to the problem of how best to find images which contain useful information about the crystallisation experiments. The adoption of a deeplearning approach in 2018 enabled a four-class machine classification system of the images to exceed human accuracy for the first time. Underpinning this was the creation of a labelled training set which came from a consortium of several different laboratories. The MARCO classification model does not have the same accuracy on local data as it does on images from the original test set; this can be somewhat mitigated by retraining the ML model and including local images. We have characterized the image data used in the original MARCO model, and performed extensive experiments to identify training settings most likely to enhance the local performance of a MARCO-dataset based ML classification model.
A practical guide for practitioners seeking to create value with big data
Authors: Dal Zotto Pierre 
Published: September 2022

Purpose
Practitioners, despite competing in a difficult environment, struggle to understand or implement researchers’ findings that may support the development of sustainable competitive advantage. Following design science research using a gamification framework, the purpose of this study is to develop Game of Streams, a boundary object fostering practitioners’ capabilities to generate IT-dependent strategic initiatives. The Game of Streams method is available following a creative commons license and has two benefits for practitioners. First, it allows practitioners to ideate IT-dependent strategic initiatives with big data fitting their context. Second, it supports the understanding of a taxonomy originating in academic research about big data, precisely Digital Data Streams.

Design/methodology/approach
Through design science research methodology, the author investigates the research/practice gap. This study created with and for firms Game of Streams, a boundary object using gamification. The author tested this boundary object with different organizations from small- and medium-sized enterprises to multinationals and proved its effectiveness in generating IT-dependent strategic initiatives.

Findings
Game of Streams is enhancing practitioners’ use of research conclusions from academic literature. This study demonstrates that academic literature can impact practice better than before using boundary objects and gamification.

Originality/value
The gamification of research to bridge the research/practice gap is an emerging subject in the literature. This study offers an approach that allows practitioners to actively participate while manipulating research concepts in their context to generate IT-dependent strategic initiatives.
Career indecision: a systematic literature review
Authors: Priyashantha K.G. , Dahanayake W.E. , Maduwanthi M.N. 
Published: September 2022

PurposeResearch has been conducted to investigate the factors that influence career indecision. This study attempted to synthesize empirical research on career indecision to (1) find the common determinants over the last two decades and (2) find the factors/areas that need to be addressed for future research on career indecision.Design/methodology/approachThis study used the systematic literature review (SLR) methodology and the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Following the predetermined inclusion criteria, 118 articles from the Scopus database were included for review.FindingsFrom this research, the authors found four main determinants for career indecision, namely (1) career-related decision-making difficulties, (2) adolescent differences, (3) individual and situational career decision-making profiles (CDMPs) and (4) level of individual readiness for career choice, which have been researched in the last two decades. Additionally, eight factors/areas were found to be addressed in future research on career indecision which include those four common determinants, the other three determinants, namely (1) individual differences, (2) contextual/environmental factors, (3) social factors, and one outcome, subjective well-being.Research limitations/implicationsThe study had limitations in conducting this research, and the findings of the study provide some theoretical and future research implications.Practical implicationsThe seven determinants and the only outcome provide some implications for practitioners and policymakers.Originality/valueThe study found seven determinants and one outcome of career indecision derived from empirical studies conducted during 2000–2021.
# Sponsored-influencer marketing: effects of the commercial orientation of influencer-created content on followers’ willingness to search for information
Authors: Gamage Thilini Chathurika , Ashill Nicholas Jeremy 
Published: September 2022

Purpose
Despite the increasing popularity of influencer marketing, there exists a lack of understanding of how content created by social media influencers stimulates the pre-purchase behaviour of followers. Based on the stimulus-organism-response framework, this paper aims to address this lacuna by examining how influencer-created content affects the willingness of followers to search for more information related to the posted product.

Design/methodology/approach
A cross-sectional research design uses a web-based questionnaire among Instagram users in Sri Lanka. Structural equation modelling with analysis of moment structures 27 and SPSS PROCESS macro are used for hypothesis testing.

Findings
Findings indicate that the commercial orientation of influencer-created content reduces follower trustworthiness towards them and the perceived credibility of the content. Mediation results demonstrate that the commercial orientation of influencer-created content negatively affects follower willingness to search for more information related to the posted product through trustworthiness and perceived credibility.

Practical implications
When adopting influencer marketing to stimulate information search behaviour, marketing practitioners should carefully examine the commercial orientation of the content of the messages posted by social media influencers to maintain high levels of follower trustworthiness towards the influencer and positive follower credibility perceptions of the message.

Originality/value
This paper adds to influencer marketing literature by demonstrating the underlying process through which the commercial orientation of influencer-created content impacts follower willingness to search for product-related information.
Social auditing in the supply chain: business legitimisation strategy rather than a change agent
Authors: Rahim Mia Mahmudur , Kuruppu Sanjaya Chinthana , Islam Md Tarikul 
Published: September 2022

Purpose
This paper aims to examine the role of social auditing in legitimising the relationship between the buyer and supplier firms rather than strengthening corporate accountability in the global supply chain.

Design/methodology/approach
Applying case study methodology and drawing on Suchman’s theory on societal legitimacy, it is argued that social audits are artefacts of legitimacy, and global firms dominate the buyer–supplier relationship across the supply chain. The analysis is based on data collected from different secondary sources, including Walmart’s corporate sustainability reports.

Findings
Using Walmart’s relationship with Tazreen Fashions Limited around the Tazreen factory fire incident as a case study, it explains that the practices which attempt to symbolically demonstrate accountability from social audits need to shift to a more continuous and sincere demonstration of accountability through the social audit process. For this to occur, the cognitive and pragmatic approaches that international buyers have previously used in auditing their supply firms’ social responsibility are no longer sufficient to achieve societal legitimacy. Instead, a moral turn needs to underpin the intentions and actions of these buyers to maintain legitimacy and demonstrate accountability across the supply industry in developing economies.

Originality/value
The findings of the study answer the questions raised in the extant literature about the expectation from social auditing and whether social auditing serves to ensure corporate accountability. The paper contributes to the policymaking discussion of how social auditing can be configured to include a legal provision to ensure that social auditing is not a parroting tool for corporations.
Compensation for farms compulsorily acquired for mining in Ghana: an analysis of the laws, compensation practices and valuation methods
Authors: Amponsah Effah , Halvitigala Dulani , Hwang Hyemi , Eves Chris 
Published: September 2022

PurposeThis paper aims to examine the compensation practices and the valuation methods valuers apply in the context of the current legal framework for expropriation to assess compensation for farms impacted by mining in Ghana.Design/methodology/approachCompensation reports and archival materials were examined to identify the issues related to the valuation methods, compensation practices and expropriation procedures in the mining sector. Interviews were then conducted with 35 farmers and farmers' representatives, officials of mining companies, representatives of the Land Valuation Division of the Lands Commission and valuers/researchers on the issues identified through the document analysis.FindingsThe results reveal that the lack of express standards for assessing compensation for mining-impacted crops has occasioned variations in the valuation methods and the standard crop population for compensation. The study further reveals the impacts of exchange rate distortions on crop compensation values.Practical implicationsThe study empirically substantiates the arguments for a revised compensation regime in Ghana's mining sector. Valuers, mining companies and policymakers' awareness of this research will impact farm compensation valuation practices in the future.Social implicationsThe adequacy of compensation for mining-impacted farmers remains a topical issue, especially in African countries. This research contributes to the literature and reveals the socio-economic impacts of the current compensation regime on the livelihoods of expropriated farmers.Originality/valueThis paper is the first to analyse the valuation methods, the compensation values and the key parameters valuers apply in assessing compensation for mining-impacted crops in Ghana.
Childcare centre for work efficiency of employed parents: perception analysis for business prospects
Authors: Moon Zarin Khan , Hasan Md. Mahedi 
Published: September 2022

PurposeThis study aims to explore whether the working parents' perception about the necessity of childcare centres for their work efficiency is associated with their anxieties and concerns related to their dual responsibilities, i.e. providing proper parental childcare and maintaining work efficiency.Design/methodology/approachA sample of 100 employed parents, from the Jashore region of Bangladesh, was surveyed, and descriptive and inferential statistics were used to analyze the data.FindingsIt was revealed that there is a strong association between the perceived negative impact on job performance, childcare, child development, work efficiency and perceived need for a childcare centre.Research limitations/implicationsThe limitation of this study is that it was confined to Jashore University of Science and Technology. The results may differ from those of the study conducted outside this study area and the methodology used here.Practical implicationsThis study has significant practical implications for employers, childcare service providers and policy makers, especially in Bangladesh. The employers will be able to understand the demand for childcare services centres among the employed parents in respective organizations. It will draw attention of employers of knowledge intensive industries and grants commission to the issue of conflict of work and childcare-related responsibilities of employed parents. This will also make employers conscious about the dilemma that is undergone by employed parents motivating them to take actions for minimizing such conflicts to ensure better job performance of working parents.Social implicationsBased on this study, childcare providers and other policy makers will be able to ascertain the potential size of the childcare market and determine the requirement for investment in childcare-related human resources development. As the work and childcare responsibilities compete for limited time of working parents, either childcare or job performance suffers. This causes concerns, anxieties or remorse, which again hampers the job performance further. Therefore, this study may motivate the university authority around the world, specifically those in Bangladesh, to provide childcare facilities for its faculties, students and other employees.Originality/valueThis study contributes to the literature on growing demand for centre-based childcare services in an emerging economy context. It provides evidence of high demand for on- and off-site childcare centres to enhance work efficiency of working parents.
Understanding the response plan of corporation against COVID-19: a case of Indian power major
Authors: Rai Alka , Maheshwari Sunil 
Published: September 2022

Purpose
The coronavirus crisis has a huge impact on how we work, learn and even live; the purpose of the study is to bring insights on different approaches to deal with challenging situation like COVID-19. For this reason, the study will facilitate to develop understanding on how to conquer the hurdle of business continuity during challenging times, along with dealing of other challenges like ensuring health and well-being of employees, abiding by the regulation and guidelines, prioritizing the need and handling of different resources (most importantly human).

Design/methodology/approach
The data was collected from case study organization during May 2020. For data collection, various internal documents from the case study organization were referred, including various report, circulars, guidelines, office information note. Further, press release and information from website of the case company were also explored. The interview of different group of decision makers (i.e. top management, human resource managers and head at plant sites) was also performed during data collection.

Findings
The study has initiated to identify with the approach of the case company to deal with the COVID-19 pandemic and to overcome the challenges posed by unprecedented crisis.

Originality/value
The COVID-19 crisis has underlined the significance of the power utilities, as electricity is critical to ensure the smooth functioning of various sectors of the economy. Considering the importance of power sector for economy, this article has taken to investigate the crisis management model of one of India’s major power producer companies.
Lizard thermoregulation revisited after two decades of global warming
Authors: Díaz José A. , Izquierdo‐Santiago Raúl , Llanos‐Garrido Alejandro 
Published: September 2022

Abstract

Although the effects of global warming on thermoregulation are usually explored using predictions of climate envelop modelling, such effects should best be analysed empirically, studying the same population with the same methods after a long enough period of temperature rise.

We used a 30‐year long database about body temperatures (Tbs) of field‐active Psammodromus algirus lizards inhabiting a well‐conserved temperate open forest, and we focused on the summers of 1997 and 2017 to compare Tbs, environmental operative temperatures (Tes), their proximity to the selected thermal range (Tsel), and the selection of sunlit and shaded patches all along the day. From these data, we estimated the precision (standard deviation of Tbs), accuracy (average distance between Tbs and Tsel) and effectiveness (extent to which Tbs are closer to Tsel than Tes) of thermoregulation.

Of the highest 5% of all Tbs in the database, 95% were recorded in 2017, when the adjustment to Tsel was much better for Tbs selected in a laboratory thermogradient than for field Tbs (percentages of Tbs above Tsel of 2% and 52% respectively).

In 2017, especially after 12:00 h, the selection of shaded patches (87% of lizards in full shade vs. <1% in full sun) was more intense than in 1997, contributed more to overall thermoregulation, and produced a larger difference between Tes and Tbs. In spite of this, Tbs were lower—and closer to Tsel—in 1997 (when most shaded patches offered favourable thermal opportunities, with Tes within or below Tsel) than in 2017 (when only 33% of full shade Tes, and 8% of all Tes, were within or below Tsel). As a consequence, estimates of the accuracy and effectiveness of thermoregulation decreased over the 20‐year period examined.

We conclude that given the low availability of Tes within or below Tsel, lizards cannot longer prevent the rise of their Tbs above Tsel, at least in hot summer days. Thus, the effects of global warming are already hindering the ability of lizards to buffer environmental change by behavioural means, even in temperate forests with a fine‐grained mosaic of sun and shade patches.

Read the free Plain Language Summary for this article on the Journal blog.
The seminal plasma microbiome of men with testicular germ cell tumours described by small RNA sequencing
Authors: Mørup Nina , Main Ailsa Maria , Jørgensen Niels , Daugaard Gedske , Juul Anders , Almstrup Kristian 
Published: September 2022

AbstractBackgroundIt has been estimated that microorganisms are involved in the pathogenesis of approximately 20% of all cancers. Testicular germ cell tumours (TGCTs) are the most common type of malignancy in young men and arise from the precursor cell, germ cell neoplasia in situ (GCNIS). The microbiome of seminal plasma and testicular tissue has not been thoroughly investigated in regard to TGCTs.ObjectivesTo investigate the differences in the seminal plasma microbiome between men with TGCT or GCNIS‐only compared with controls.Materials and methodsThe study population consisted of patients with GCNIS‐only (n = 5), TGCT (n = 18), and controls (n = 25) with different levels of sperm counts in the ejaculate. RNA was isolated from the seminal plasma and sequenced. Reads not mapping to the human genome were aligned against a set of 2784 bacterial/archaeal and 4336 viral genomes using the Kraken pipeline.ResultsWe identified reads from 2172 species and most counts were from Alteromonas mediterranea, Falconid herpesvirus 1, and Stigmatella aurantiaca. Six species (Acaryochloris marina, Halovirus HGTV‐1, Thermaerobacter marianensis, Thioalkalivibrio sp. K90mix, Burkholderia sp. YI23, and Desulfurivibrio alkaliphilus) were found in significantly (q‐value < 0.05) higher levels in the seminal plasma of TGCT and GCNIS‐only patients compared with controls. In contrast, Streptomyces phage VWB was found at significantly higher levels among controls compared with TGCT and GCNIS‐only patients combined.DiscussionOften the microbiome is analysed by shotgun or 16S ribosomal sequencing whereas our present data build on small RNA sequencing. This allowed us to identify more viruses and phages compared with previous studies but also makes the results difficult to directly compare.ConclusionOur study is the first to report identification of the microbiome species in seminal plasma of men with TGCT and GCNIS‐only, which potentially could be involved in the pathogenesis of TGCTs. Further studies are, however, needed to confirm our findings.
Mental health in adults born preterm with very low birth weight at 14 and 26 years of age assessed by the Strengths and Difficulties Questionnaire
Authors: Eriksen Matilde Midtlin , Hollund Ingrid Marie Husby , Lærum Astrid Merete Winsnes , Indredavik Marit S. , Evensen Kari Anne I. 
Published: September 2022

AbstractAimVery low birth weight (VLBW: <1500 g) is associated with risk of adverse long‐term outcomes, including mental health problems. We assessed whether self‐reported mental health differed between young adults born preterm with VLBW and term‐born controls. We also examined changes in mental health from 14 to 26 years.MethodsIn a prospective cohort study, 61 VLBW and 88 control participants completed the Strengths and Difficulties Questionnaire at 26 years. Group differences were analysed by linear regression with adjustment for sex and parental socioeconomic status. Longitudinal changes from 14 to 26 years were analysed using linear mixed model.ResultsMean total difficulties score was 1.9 (95% CI: 0.5 to 3.5) higher in the VLBW than in the control group. Internalising and its subscale emotional problems as well as externalising and its subscale hyperactivity/inattention symptoms were higher in the VLBW group. From 14 to 26 years, changes in emotional symptoms, peer relationship problems, externalising problems, hyperactivity/inattention, and prosocial behaviour differed between the groups.ConclusionAt 26 years, VLBW participants had more self‐reported mental health difficulties than controls. Emotional symptoms increased from 14 to 26 years in the VLBW group, whereas hyperactivity and inattention did not decrease with age as it did in the control group.
Letter: a hidden cause of chronic abdominal pain—opioid‐induced adrenal insufficiency
Authors: Kilincalp Serta , Papachrysos Nikolaos 
Published: September 2022

LINKED CONTENTThis article is linked to Coffin et al papers. To view these articles, visit https://doi.org/10.1111/apt.17064 and https://doi.org/10.1111/apt.17206
Letter: the probability to predict HBV‐specific CD8+ cell response derived from HLA‐A2+ may not foresee the functional cure well in Asian off‐therapy cohort—authors' reply
Authors: Peña‐Asensio Julia , Calvo Henar , Miquel Joaquín , Sanz‐de‐Villalobos Eduardo , González‐Praetorius Alejandro , Torralba Miguel , Larrubia Juan‐Ramón 
Published: September 2022

LINKED CONTENTThis article is linked to Pena‐Asensio et al papers. To view these articles, visit https://doi.org/10.1111/apt.16850 and https://doi.org/10.1111/apt.17199
Half a century of bioethics and philosophy of medicine: A topic‐modeling study
Authors: Bystranowski Piotr , Dranseika Vilius , Żuradzki Tomasz 
Published: September 2022

AbstractTopic modeling—a text‐mining technique often used to uncover thematic structures in large collections of texts—has been increasingly frequently used in the context of the analysis of scholarly output. In this study, we construct a corpus of 19,488 texts published since 1971 in seven leading journals in the field of bioethics and philosophy of medicine, and we use a machine learning algorithm to identify almost 100 topics representing distinct themes of interest in the field. On the basis of intertopic correlations, we group the content‐based topics into eight clusters, thus providing a novel, fine‐grained intellectual map of bioethics and philosophy of medicine. Moreover, we conduct a number of diachronic analyses, examining how the “prominence” of different topics has changed across time. In this way, we are able to observe the distinct patterns in which bioethics and philosophy of medicine have evolved and changed their focus over the past half a century.