bluuebunny/crossref_metadata_2025_split huggingface dataset:
Emerging HR analytics role in a crisis: an analysis of LinkedIn data
Authors: Kashive Neerja , Khanna Vandana Tandon 
Published: November 2022

Purpose
This study aims to explore the emergence of the human resource (HR) analyst role. The job posts on LinkedIn display the industry demand and skills required by the organizations. This study identifies the different knowledge, skills and abilities (KSA) required for an HR analyst role in different stages of professional growth (i.e. entry-level, middle-senior level and top-level) across different industries/sectors as applicable to the crisis.

Design/methodology/approach
A total of 80 job posts were extracted from LinkedIn. Details such as industry, job levels, qualifications, job experience, job functions, job descriptions (JDs) and job skills (JS) were collected. Further, 30 videos were extracted from YouTube and converted into text. Text analysis was conducted using NVivo software to analyze JDs, JS and job functions. Using NVivo, word frequency, word cloud, word tree and treemap were created to visualize the data. Finally, ten in-depth interviews were conducted with senior HRA managers based in India to understand the essential competencies required for the HR analyst role and the strategies to develop them.

Findings
The findings indicate that not only technical skills are needed, but business and communication skills are particularly important for all job levels during a crisis. The JD word cloud showed words, such as data, business, support and management, and the word tree depicted HR data and change agents as important words with many related sentences as branches. General JS included analytical, communication, problem-solving and management. Technical JS were the most widely used and included structure query language, system applications & products in data processing, human capital management, TABLEAU, management information system and PYTHON. Strategies to develop these competencies included case studies, live projects, internships on HR analytics (HRAs) assignments and mentoring by senior HRA professionals.

Research limitations/implications
The sample used was small, as the study included 80 job posts available on LinkedIn restricted to India. The study was restricted to qualitative approach and text analytics was used. Survey methods and a quantitative approach can be used to collect data from HR recruiters, job holders and senior leaders to understand the role of HRAs in the job market and then these variables can be tested empirically.

Originality/value
Based on the McCartney et al.’s (2020) competency model for the HR Analyst role, this study has explored the KSA framework using data visualization techniques and used text analytics to analyze LinkedIn job posts for different levels, videos from YouTube and in-depth interviews. It also mapped the KSA for the HR analyst role to the various stages of crisis system management given by Mitroff (2005). The use of social media analytics, such as analyzing LinkedIn data and YouTube videos, are highlighted.
Investigation of integrated converter circuit and enriched error tolerant fuzzy logic controller based control approach for solar powered EV system
Authors: Kuselan Rajamohana , Sundharajan Venkatesan 
Published: November 2022

Purpose
This study aims to extend the driving range by on-board charging with use of photovoltaic (PV) source, avoiding the dependency on the grid supply and energy storage system in addition to that reduce the conversion complexity influenced on converter section of electric vehicle (EV) system.

Design/methodology/approach
This paper proposed a PV fed integrated converter topology called integrated single-input multi-output (I-SIMO) converter with enriched error tolerant fuzzy logic controller (EET-FLC) based control technique to regulate the speed of brushless direct current motor drive. I-SIMO converter provides both direct current (DC) and alternating current (AC) outputs from a single DC input source depending on the operation mode. It comprises two modes of operation, act as DC–DC converter in vehicle standby mode and DC–AC converter in vehicles driving mode.

Findings
The use of PV panels in the vehicle helps to reduce dependence of grid supply as well as vehicle’s batteries. The proposed topology has to remove the multiple power conversion stages in EV system, reduce components count and provide dual outputs for enhancement of performance of EV system.

Originality/value
The proposed topology leads to reduction of switching losses and stresses across the components of the converter and provides reduction in system complexity and overall expenditure. So, it enhances the converter reliability and also improves the efficiency. The converter provides ripple-free output voltage under dynamic load condition. The performance of EET-FLC is studied by taking various performance measures such as rise time, peak time, settling time and peak overshoot and compared with conventional control designs.
Reducing the spread of COVID-19 transmission through analysis of the evolving building ventilation systems guidance
Authors: Fleming Renee , Madson Katherine Maslak , Perkins Bradley 
Published: November 2022

Purpose
The purpose of this study was to examine how data from the World Health Organization, United States Environmental Protection Agency and Center for Disease Control have evolved with relation to engineering controls for heating, ventilation and air-conditioning (HVAC) systems to mitigate the spread of spread of aerosols (specifically related to the COVID-19 pandemic) in occupied buildings.

Design/methodology/approach
A document analysis of the pandemic-focused position documents from the aforementioned public health agencies and national HVAC authorities was performed. This review targeted a range of evidence from recommendations, best practices, codes and regulations and peer-reviewed publications and evaluated how they cumulatively evolved over time. Data was compared between 2020 and 2021.

Findings
This research found that core information provided early in the pandemic (i.e. early 2020) for engineering controls in building HVAC systems did not vary greatly as knowledge of the pandemic evolved (i.e. in June of 2021). This indicates that regulating agencies had a good, early understanding of how airborne viruses spread through building ventilation systems. The largest evolution in knowledge came from the broader acceptance of building ventilation as a transmission route and the increase in publications and ease of access to the information for the general public over time.

Originality/value
The promotion of the proposed controls for ventilation in buildings, as outlined in this paper, is another step toward reducing the spread of COVID-19 and future aerosol spread viruses by means of ventilation.
Challenges and strategies for sustainable project performance in the post-Covid era in Nigeria: a thematic analysis approach
Authors: Isang Inimbom Walter , Ebiloma David Ojimaojo 
Published: November 2022

PurposeCovid-19 pandemic have raised serious health concerns, work disruptions and job loss. Thus, Nigeria’s Covid-19 challenges can hinder project performance in the construction sector. By integrating the principle of sustainable construction, it can minimise the environmental and socio-economic impact of Covid-19. This research therefore aims at developing strategies to achieve sustainable project performance in the post-Covid era in Nigeria.Design/methodology/approachA qualitative research method was used. Data was collected from 13 stakeholders in the built environment. Percentages and thematic analysis were used to analyse data from the interviews.FindingsThe study reveals that stakeholders are encountering operational and financial challenges: Increased price of materials, labour and material shortage and project delays were key operational challenges. The financial challenges were related to increased construction cost, reduced profit and payment delays. To address these challenges, the study developed managerial, contractual and governmental strategies: Market survey and bulk purchase, remote working and adherence to Covid-19 protocols were among the key managerial strategies. For the contractual strategies: contracts reviews, smart contracts, working overtime and night shift were developed, while governmental strategies included provision of funds, loans and incentives for workers.Originality/valueThe study deduced that while environmental sustainability was employed to address the Covid-19 challenges, the economic and social aspects were found to be under-utilized. Therefore, the study concluded that a holistic application of environmental, economic and social sustainability themes while incorporating managerial, contractual and governmental strategies is significant for achieving sustainable project performance in the post-Covid era in Nigeria.
Personal information management practices: how scientists find and organize information
Authors: Chaudhry Abdus Sattar , Alajmi Bibi M. 
Published: November 2022

Purpose
To take full advantage of the unprecedented availability of information on networks and digital systems, professionals need to be comfortable finding information relevant to the tasks at hand. This study was conducted at the Kuwait Institute for Scientific Research to investigate scientists’ personal information management (PIM) practices.

Design/methodology/approach
A qualitative research approach was used. Critical incidents were collected to probe information about PIM activities. The PIM-related critical incidents were gathered through extended conversations in the form of semi-structured interviews.

Findings
Extended conversations revealed that scientists were aware of the importance of information organization and management. They collected and received information from various sources regarding their tasks and saved part of the information for future use. Scientists organized saved information into named folders using the categories of projects, clients and planning. The files were updated by regular deletion and cleaning. Different strategies were used to retrieve the information. These included searching by keywords and file names, and browsing using the folder structure. Scientists have used various PIM tools. They reported that time pressure, information overload and anxiety due to information fragmentation were major challenges in PIM.

Originality/value
This study recommends a compilation of guidelines to assist scientists in the efficient management of personal information. As there are only a few studies currently available in the literature on scientists’ PIM, this study makes a valuable contribution to the relevant professional literature.
Operational performance entitling the knowledge of inventory management practices on business performance: a mediational study
Authors: Panigrahi Rashmi Ranjan , Meher Jamini Ranjan , Shrivastava Avinash K. , Patel Gokulananda , Jena Lalatendu Kesari 
Published: November 2022

Purpose
The purpose of this paper is to examine the impact of knowledge of inventory management practices (KIMP) on operational performance (OP) and business performance (BP). This study emphasized understanding the mediational effect of OPs among KIMP and BP in manufacturing firms of Indian small- and medium-sized enterprises (SMEs).

Design/methodology/approach
This study analysed the above relationship from the data collected from 351 key officials of 170 Indian SMEs. The detailed analysis, including reliability, validity and testing hypothesis, was done in advanced SmartPLS-SEM 3.3.3 software.

Findings
The findings show that KIMP directly influences OP; thus, a company's OP significantly impacts the overall BP. The KIMP has no significant effect on BP. In line with this, the study findings demonstrate a significant, high mediation effect of OPs between KIMP and BP.

Originality/value
The KIMP on OP has been sparsely studied earlier, and neither have they conceptualized in understanding its impact on BP. In such tumultuous times, key manufacturing executives should stress the importance of KIMP as a comprehensive perspective.
Fostering soft skills leadership through a critical reflection approach
Authors: Lemos Vanessa Angioletti Ferreira , Brunstein Janette 
Published: November 2022

Purpose
This paper aims to contribute to the research on the use of reflection in the work environment, highlighting its use in the development of interpersonal skills. This study presents procedures for promoting critical reflection using critical incidents, dialogue and reflective diaries, which can be a reference for researchers, managers, consultants and corporate educators.

Design/methodology/approach
This research was guided by an interpretative qualitative approach that is suitable for the study of critical reflection. The authors chose the method of action research because of its interactionist and interventionist character, which allows for the evaluation of the leadership soft skills development experience.

Findings
A leadership soft skills development program based on the concept of critical reflection in the work context leads to leaders having potential to promote changes in management practices and enhancing behavior, and the study points out the conditions necessary for success in instituting the desired changes and transformation.

Practical implications
The proposed developmental model, based on reflective conversations of critical incidents, dialogue and reflective diaries, stimulates critical reflection. This can be applied by other actors who are interested in promoting assessment and the development of soft skills.

Originality/value
There are few studies that discuss critical reflection in the corporate environment. In particular, few present models or tools that foster a reflective view of one’s assumptions, beliefs and values. This research not only advances this proposal by introducing considerations from practical experience as developed through action research, but it also signals the high potential of the study’s approach to promoting the development of soft skills.
Critical findings of the sixth assessment report (AR6) of working Group I of the intergovernmental panel on climate change (IPCC) for global climate change policymaking a summary for policymakers (SPM) analysis
Authors: Asadnabizadeh Majid 
Published: November 2022

Purpose
The purpose of this study is to assess how intergovernmental panel on climate change’s (IPCC’s) sixth assessment report of Working Group I (WGI), a Summary for Policymakers (SPM), has evaluated the current climate change situation. The author uses the qualitative content analysis (QCA) method (i.e. summative content analysis [SCA]) to identify critical points of the SPM.

Design/methodology/approach
To better understand the WGI report and its SPM, the author uses the thematic analysis, often called the QCA method. This study takes more steps and uses one of the main qualitative content analysis approaches (i.e. SCA). Therefore, QCA (SCA) can help the author count the occurrence of certain words using computer-assisted qualitative data analysis software that quantifies the words in the data. This process helps the author to understand codes and patterns (e.g. the concept in the results section).

Findings
Interestingly, the AR6 says more about adaptation for policy makers in sections C (Climate information for risk assessment) and D (Mitigation of future climate change) than in sections A and D. Finally, this study concludes that the IPCC WGI SPM has addressed evidence on global climate change policymaking for SPMa, SPMd (mitigation-based strategies and mitigation policy [MP]) and SPMb, SPMc (adaptation policy and adaptation-based strategy).

Research limitations/implications
First, this study refers only to the contribution of WGI, a SPM. The findings of this study do not necessarily provide a full understanding of what the AR6 WGI SPM says about climate change. It points out that the QDA Miner software and Voyant tool do not include all variables and examples where mitigation and adaptation-based strategies are discussed. The guidance for coding is based on the approved version of IPCC AR6 WGI SPM. The final limitation is that the relatedness of key words (e.g. confidence, high and warming) is sometimes ambiguous; even experts may disagree on how the words are linked to form a concept. Thus, this method works at the keyword level. A more intelligent method would use more meaningful information than keywords.

Originality/value
This study used qualitative data analysis (SCA) to explore what was said about climate change in four sections of the IPCC AR6 WGI SPM, which may influence current and future global climate change policymaking.
Embedding and Siamese deep neural network-based malware detection in Internet of Things
Authors: Lakshmi T. Sree , Govindarajan M. , Srinivasulu Asadi 
Published: November 2022

Purpose
A proper understanding of malware characteristics is necessary to protect massive data generated because of the advances in Internet of Things (IoT), big data and the cloud. Because of the encryption techniques used by the attackers, network security experts struggle to develop an efficient malware detection technique. Though few machine learning-based techniques are used by researchers for malware detection, large amounts of data must be processed and detection accuracy needs to be improved for efficient malware detection. Deep learning-based methods have gained significant momentum in recent years for the accurate detection of malware. The purpose of this paper is to create an efficient malware detection system for the IoT using Siamese deep neural networks.

Design/methodology/approach
In this work, a novel Siamese deep neural network system with an embedding vector is proposed. Siamese systems have generated significant interest because of their capacity to pick up a significant portion of the input. The proposed method is efficient in malware detection in the IoT because it learns from a few records to improve forecasts. The goal is to determine the evolution of malware similarity in emerging domains of technology.

Findings
The cloud platform is used to perform experiments on the Malimg data set. ResNet50 was pretrained as a component of the subsystem that established embedding. Each system reviews a set of input documents to determine whether they belong to the same family. The results of the experiments show that the proposed method outperforms existing techniques in terms of accuracy and efficiency.

Originality/value
The proposed work generates an embedding for each input. Each system examined a collection of data files to determine whether they belonged to the same family. Cosine proximity is also used to estimate the vector similarity in a high-dimensional area.
Repurchase intention in a physical store: moderated mediating role of electronic word-of-mouth
Authors: Liao Shu-Hsien , Hu Da-Chian , Fang Yi-Wen 
Published: November 2022

PurposeIn physical stores, consumer repurchase is the primary goal of retail operators. This includes many aspects of consumers' perceived value of a store, including images of goods, services, brands, atmosphere etc. Thus, repurchase intention in a physical store is a critical research issue to the retailer.Design/methodology/approachThis study took Taiwan Chunghwa Telecom's 3C electronic channel stores as the research object to investigate Taiwanese consumers' repurchase intentions for communication service and 3C products in this chain's physical stores. This study aimed to investigate the mediating role of perceived value (PV) between consumers' channel brand image (CBI) and store image (SI) on repurchase intention (RI). It further examined how the moderated mediating role of electronic word-of-mouth (EWOM) strengthens the influence of consumers' channel brand and store image on repurchase intention through perceived value.FindingsThe research results found that perceived value played a fully mediating role and electronic word-of-mouth is the moderating role on the proposed theoretical model by investigating two moderated mediation models.Originality/valueThis study considered that CBI represents commodity value and SI is the overall satisfaction obtained from consumer services. Thus, both channel brand and SI are active decision variables for consumers to purchase and repurchase in a physical store. For the moderated mediating role of EWOM, this study found that the indirect effect of both CBI and SI on RI through PV is stronger at low degree of EWOM than at high degrees of EWOM.
Green absorptive capacity, green dynamic capabilities and green service innovation: a study in Brazilian universities
Authors: Mazon Gisele , Soares Thiago Coelho , Birch Robert Samuel , Schneider Jonas , Andrade Guerra José Baltazar Salgueirinho Osório de Andrade 
Published: November 2022

Purpose
This study aims to discuss the influences of green innovation processes on sustainable development and proposes a research model linking green absorptive capacity, green dynamic capabilities and green service innovation with the aim of clarifying how these interactions operate within universities.

Design/methodology/approach
Supported by a survey of sustainability researchers in Brazilian universities, a mediation‐moderation analysis and partial least squares structural equation modelling approach is used to examine the influence of green absorptive capacity and green dynamic capabilities on green service innovation.

Findings
This study reinforces that greening processes and products are relevant to an organization and provide information on the mechanisms for achieving greater sustainable performance.

Research limitations/implications
Considering one of the dimensions of administrative science as being university management, this study provides information on the mechanisms to achieve better sustainable development in universities.

Practical implications
This study contributes to the debate by adding the perception of university managers and provides guidance on new forms of management, which allows them to face changes while minimizing the disruption to the formation of organizational knowledge.

Social implications
Universities are becoming increasingly active in promoting societal changes toward sustainable development. It is intended that the results of this research contribute to future research and act as a reference for researchers, professionals and policymakers.

Originality/value
The concept of green absorption capacity in universities is relatively new and has not yet been investigated completely with respect to its association with university management and organizational structures.