bluuebunny/crossref_metadata_2025_split huggingface dataset:
A systematic literature review on mHealth related research during the COVID-19 outbreak
Authors: Alam Mohammad Zahedul , Proteek S.M. , Hoque Imranul 
Published: February 2023

PurposeUsing smart mobile devices, called mobile health (mHealth), facilitates providing health services, speeds up the process and reduces the costs and complications of direct services. Also, mHealth has many capabilities and applications in epidemic and pandemic outbreaks. This study aimed to systematically review the mHealth adoption researches in epidemic/pandemic outbreaks and provide some suggestions for future research for tackling for COVID-19.Design/methodology/approachThe results produced in this study are based on the literature analysis of 36 articles on mHealth adoption. To find the relevant studies; searches were done in PubMed, Google, Web of Science and Scopus by related keywords during 2020–2022. After selecting the studies based on the inclusion and exclusion criteria, data were collected by using PRIZMA methods for systematically reviewing the literature.FindingsOf the 727 retrieved studies, 36 studies related to mHealth services during the pandemic situation were included. This has been performed by collecting data including demographic details, methodological details, limitations and significance of relationships between the constructs from the available articles based on the mHealth services. All studies emphasized the positive effect of mHealth for usage in epidemic/pandemic outbreaks.Research limitations/implicationsThe main applications of mHealth for epidemic/pandemic outbreaks included public health aspects, data management, educational programs, diagnosis as well as treatment. mHealth is an appropriate method for encountering epidemic/pandemic outbreaks due to its extensive applications. In the pandemic outbreak of COVID-19, mHealth is one of the best choices to use in the patient-physician relationship as Tele-visits, using in fever coach, providing real-time information for healthcare providers, population monitoring and detecting the diseases based on data obtained from different locations. These findings will help the mHealth providers to design their services accordingly.Originality/valueThis study contributes to the researchers and academicians by providing relevant information regarding the mHealth during the COVID-19 pandemic. This is the first time initiative to explore the research questions and future research direction for the researchers during the COVID-19 outbreak. Based on this, we present a comprehensive and actionable research agenda and practical implications.
Internet of Things and organizational performance in the Tanzanian banks
Authors: Kisanjara Simeo 
Published: February 2023

Purpose
The adoption of the Internet of Things (IoT) as a new technology is gaining traction in many business organizations in developing countries. The purpose of this study is to assess the effect of IoT on the organizational performance of Tanzanian banks.

Design/methodology/approach
For data collection, this study used a quantitative approach with a questionnaire. A total of 342 respondents were considered, with an 82.16% response rate. AMOS software was used to analyze data using structural equation modeling (SEM) as the primary technique.

Findings
The results revealed that the majority of the hypotheses tested in this study have a significant effect on organizational performance, as indicated by their p-value of 0.05. However, there is no statistically significant effect of performance expectancy on organizational performance by lowering IoT operation costs. Furthermore, the availability of IoT has no discernible effect on organizational performance by improving service quality.

Practical implications
The findings of this study inform policymakers to reformulate information and communication technologies policy to clearly spell out the adoption and implementation of the IoT as a new technological innovation for providing services not only in the banking sector but also in other service delivery organizations. In particular, the policy should have a clear vision of implementing an appealing, conducive and positive, meaningful service delivery environment, as well as achieving appropriate, successful, effective and sustainable organizational performance

Originality/value
As a result, this paper contributes to a better understanding of the factors (including performance expectancy, effort expectancy and accessibility) of IoT on organizational performance by influencing operational costs, service delivery speed and service quality. These factors were not adequately addressed in previous related studies, and they have a significant influence on organizational performance levels in Tanzanian banks.
Green human resource management, job embeddedness and their effects on restaurant employees’ green voice behaviors
Authors: Tabrizi Reza Sharbaf , Karatepe Osman M. , Rezapouraghdam Hamed , Rescalvo-Martin Elisa , Enea Constanta 
Published: February 2023

Purpose
The purpose of this study is to test the interrelationships of green human resource management (GHRM), job embeddedness (JEM), green promotive voice behavior and green prohibitive voice behavior. It assesses JEM as a mediator of the link between GHRM and the aforesaid green voice behavioral consequences.

Design/methodology/approach
Data obtained from the employees of 11 restaurants in Northern Cyprus were used to gauge the said relationships via the partial least squares structural equation modeling.

Findings
GHRM boosts employees’ JEM. Employees high on JEM exhibit green promotive and prohibitive behaviors at elevated levels. JEM is the psychological mechanism relating GHRM to green work outcomes.

Practical implications
Restaurateurs should create an environment that enables employees to speak up and share their opinions on the problems and challenges concerning the environmental sustainability and green initiatives of the restaurant. In addition, they should develop and maintain good relations with employees via GHRM practices. These are important implications that would promote eco-friendly behaviors among employees.

Originality/value
This paper focuses on JEM, green promotive voice behavior and green prohibitive voice behavior as the neglected outcomes of GHRM. That is, there is no empirical evidence reporting that GHRM fosters employees’ JEM. This is also true for JEM as a mediator linking GHRM to the aforementioned dimensions of green voice behavior. With this stated in mind, this study fills in these gaps.
BIM and lean construction in prefabricated housing construction in China
Authors: Fang Yanqing , Gao Shang , Jiang Yanwu , Li Shuquan 
Published: February 2023

PurposeBuilding information modelling (BIM), lean construction (LC) and prefabricated housing construction (PHC) have individually aroused great attention from academia and industry. However, the integration of LC and BIM in PHC projects has not been sufficiently explored. This study aims to assess the current status of the implementation of BIM and LC in China’s PHC sector given, firstly, that China is a developing country characterised by the world’s largest population and a huge housing market, and secondly, that although China’s PHC is strongly supported by the government, the adoption of BIM and LC in PHC varies.Design/methodology/approachA mixed approach (questionnaire survey and interviews) is adopted in this study. A total of 127 valid questionnaires were collected. This is followed by interviewing 12 interviewees who are key stakeholders in PHC and hold managerial positions.FindingsThe findings of the questionnaire survey show that BIM is more prevalent than LC in PHC projects in China. In addition, the adoption of LC exhibits more maturity in stages associated with production and manufacturing, and logistics and transportation, whereas BIM has seen wider adoption in design and construction. The interviews validated the factors that influence the implementation of BIM and LC in PHC projects in China.Originality/valueThe study uses a strengths, weaknesses, opportunities and threats analysis framework to clarify the opportunities, threats, strengths and weaknesses of BIM and LC in China’s PHC and proposes strategies.
Enriching healthcare service quality by leveraging service experiences in Indian private hospitals: application of fuzzy-AHP approach
Authors: Senapati Shubham , Panda Rajeev Kumar 
Published: February 2023

PurposeOver the years, despite the best efforts to evaluate service quality through multiple techniques, the connotation between service deliverance and consumer expectation remains sporadic. In the quest to quantify service quality from an innovative perspective, the current study has leveraged consumer-perceived experiences to unveil the novel intricacies of healthcare quality.Design/methodology/approachAnchoring on the dimensions of patient experience (PX), field data were collected from 244 patients at different private hospitals operating across India. Further, this study incorporated a fuzzy analytic hierarchy process (F-AHP) to evaluate consumer preferences and prioritised the dimensions of PX in three categories of Indian hospitals, namely nursing homes (NHs), mid-tier corporate hospitals (MCHs) and top-tier corporate hospitals (TCHs).FindingsThe results establish a performance ranking by demonstrating that MCHs outperform the rest alternatives on the grounds of perceived experiences. Tukey's honestly significance difference (HSD) test was executed to confirm the heterogeneity among the participants' preferences across three different hospital categories. The results reveal that for most of the alternatives, the mean scores of the criterion were statistically significantly different.Originality/valueIn healthcare studies, PX dawned as an entity with an ability to propel healthcare quality in a better way than the classical techniques did. The study's findings present a comprehensive picture of a care delivery system by identifying relatively significant dimensions of PX, hence improving the quality quotients by adjusting healthcare offerings in alignment with consumer expectations and organisational strategies.
The evaluation of friction and wear performances of commercial automotive brake friction polymer composites
Authors: M. Kanagaraj , S. Babu , Jegan Mohan Sudhan Raj , T.V. Christy 
Published: February 2023

PurposeThis study aims to compare the friction and wear performance of commercial brake pads for four wheelers among metallic, semimetallic and non-asbestos organic (NAO) formulations to identify one with the right combination of properties for optimal performance.Design/methodology/approachThree commercially available brake pads for four-wheeler automotive applications were acquired. Samples were cut from the brake pads to study their physical and mechanical properties. The effects of friction and wear were analyzed using a pin-on-disk tribotester. Surface morphology on the worn-out surface of the brake pads was studied.FindingsIt was observed that the frictional properties remained stable and less fluctuating in the semimetallic and NAO pads, whereas the coefficient of friction of all the pads varied between 0.35 and 0.55. The wear rate of the metallic pads is less than that of NAO and semimetallic pads. The surface morphology studies revealed that the metallic pads contained more primary plateaus and smaller amounts of secondary plateaus compared to semimetallic and NAO pads, resulting in better wear resistance characteristics.Originality/valueBecause the market is flooded with various options for brake pad materials, it is imperative that the vehicle manufacturers choose the right pad material with great care not only to ensure the optimal functioning of the braking system but also passenger safety. Mechanical and tribological properties of brake pads contribute greatly to their effectiveness. There is a requirement to choose the proper material for a certain application that has a consistent friction coefficient and reduced wear.
Using deep learning to interpolate the missing data in time-series for credit risks along supply chain
Authors: Zhang Wenfeng , Lim Ming K. , Yang Mei , Li Xingzhi , Ni Du 
Published: February 2023

PurposeAs the supply chain is a highly integrated infrastructure in modern business, the risks in supply chain are also becoming highly contagious among the target company. This motivates researchers to continuously add new features to the datasets for the credit risk prediction (CRP). However, adding new features can easily lead to missing of the data.Design/methodology/approachBased on the gaps summarized from the literature in CRP, this study first introduces the approaches to the building of datasets and the framing of the algorithmic models. Then, this study tests the interpolation effects of the algorithmic model in three artificial datasets with different missing rates and compares its predictability before and after the interpolation in a real dataset with the missing data in irregular time-series.FindingsThe algorithmic model of the time-decayed long short-term memory (TD-LSTM) proposed in this study can monitor the missing data in irregular time-series by capturing more and better time-series information, and interpolating the missing data efficiently. Moreover, the algorithmic model of Deep Neural Network can be used in the CRP for the datasets with the missing data in irregular time-series after the interpolation by the TD-LSTM.Originality/valueThis study fully validates the TD-LSTM interpolation effects and demonstrates that the predictability of the dataset after interpolation is improved. Accurate and timely CRP can undoubtedly assist a target company in avoiding losses. Identifying credit risks and taking preventive measures ahead of time, especially in the case of public emergencies, can help the company minimize losses.
The greening of IT use: the impact of environmental concerns on the use of internet systems
Authors: Goethals Frank , Ziegelmayer Jennifer L. 
Published: February 2023

PurposeInternet use has a high environmental footprint that is often overlooked by end users. This paper contributes to limiting the negative environmental footprint of Information Technology (IT) use by understanding the relationship between environmental concerns and use of IT amongst users who are aware of the environmental footprint of IT use. Second, the paper argues that taking environmental concerns into account in technology acceptance studies is relevant, even in studies concerning ordinary IT (i.e. IT not commonly classified as “green” technology).Design/methodology/approachThe authors conduct two vignette-based surveys in two different countries: the USA and Belgium. Partial least squares structural equation modeling (PLS-SEM) is used to analyse the effect of environmental concerns on the intention to use the webcam during online meetings and binary logistic regression is used to analyse the relationship between environmental concerns and reported actual use of webcams.FindingsThe higher the respondents' environmental concerns, the higher their intention to use internet systems in a more environmentally responsible way, provided the respondents are aware of the environmental footprint of internet system use. Moreover, the higher the respondents’ environmental concerns, the more likely they are to use internet systems in a more environmentally responsible way.Originality/valueThis study is the first to distinguish “Greening of IT Use” from “Greening of IT” and “Greening by IT” and to show that environmental concerns has an impact on the way end users (intend to) use internet systems, provided the users are aware of the environmental footprint of that use.
The institutionalisation of social and environmental accounting practices in Europe
Authors: Pizzi Simone , Principale Salvatore , Fasiello Roberta , Imperiale Francesca 
Published: February 2023

PurposeIn the last few years, the European context has been characterised by a high degree of attention paid by policymakers, practitioners and academics to the effects related to the transposition of Directive 2014/95/EU by the member states. In particular, one the main issues of the intervention made by the European Commission is represented by the theoretical misalignment between corporate communications and actions. According to this evidence, this paper aims to shed light on this debate through a critical evaluation of the effectiveness of Directive 2014/95/EU.Design/methodology/approachThe analysis was built using panel data analysis on a sample of 813 European listed companies. Furthermore, the authors performed additional analysis and robustness checks to assess the reliability of the analysis.FindingsThe analysis underlined the enabling role of the reporting scope, external assurance and corporate social responsibility (CSR) committees on sustainability reporting. Furthermore, the research highlighted the need to pay specific attention to the real contribution provided by companies to the sustainable development goals.Research limitations/implicationsThe research provided theoretical insights into the effects related to mandatory sustainability reporting, which represents an emerging field in accounting research.Practical implicationsThe analysis revealed the limited effects of Directive 2014/95/EU. In this regard, the paper contributes to the debate about accounting regulation in Europe.Originality/valueThis paper will shed light on the role of Directive 2014/95/EU in sustainable development. To the best of the authors’ knowledge, this is the first attempt to analyse CSR decoupling in Europe after the transposition of Directive 2014/95/EU by the member states.
The differential effect of learning from others on creative performance over individual tenure: empirical evidence from open innovation communities
Authors: Ma Jifeng , Lu Yaobin , Tang Jing 
Published: February 2023

Purpose
This study aims to explore how and when learning from others promotes creative performance over the contributor’s tenure in the context of open innovation communities.

Design/methodology/approach
The authors analyze a publicly available data set that includes 25,923 innovative items developed by 2,194 contributors from an open innovation community of an online game spanning eight years. Logistic regression model is used for analyzing the data.

Findings
The results show that multicultural experiences are negatively related to contributor’s creative performance, and this negative relationship weakens as contributor’s tenure increases. While diverse skills are positively related to contributor’s creative performance, and this positive relationship strengthens as contributor’s tenure increases.

Originality/value
This research highlights the importance of online team collaboration in knowledge transfer through learning from others in open innovation communities. By identifying two outcomes of learning from others through online team collaboration, the authors demonstrate the double-edged role of learning from others and advance the understanding on how the effect of learning from others varies over the contributor’s tenure. These results expand the understanding of online team collaboration and provide a new perspective for research on learning from others.
Modelling of crude oil price data using hidden Markov model
Authors: Kadhem Safaa , Thajel Haider 
Published: February 2023

PurposeOne of the most important sources of energy in the world, due to its great impact on the global economy, is the crude oil. Due to the instability of oil prices which exhibit extreme fluctuations during periods of different times of market uncertainty, it became hard to the governments to predict accurately the prices of crude oil in order to build their financial budgets. Therefore, this study aims to analyse and model crude oil price using the hidden Markov process (HMM).Design/methodology/approachTraditional mathematical approaches of time series may be not give accurate results to measure and analyse the crude oil price, since the latter has an unstable and fluctuating nature, hence, its prediction forms a challenge task. A novel methodology that is so-called the HMM is proposed that takes into account the heterogeneity in prices as well as their hidden state-based behaviour.FindingsUsing the Bayesian approach, several estimated models with different ranks are fitted to a non-homogeneous data of Iraqi crude oil prices from January 2010 into December 2021. The model selection criteria and measures of the prediction performance of each model are applied to choose the best model. Movements of crude oil prices exhibit extreme fluctuations during periods of different times of market uncertainty. The processes of model estimation and the model selection were conducted in Python V.3.10, and it is available from the first author on request.Originality/valueUsing the Bayesian approach, several estimated models with different ranks are fitted to a non-homogeneous data of Iraqi crude oil prices from January 2010 to December 2021.
Customer development-product development dilemmas in startup firms: a qualitative investigation into founder's involvement
Authors: Eesley Dale T. , Sharma Yukti , Singh Ramendra , Sindhav Birud 
Published: February 2023

Purpose
Entrepreneurship literature recognizes the founder’s involvement as a salient factor in determining the success of startups. Nevertheless, its role in conjunction with the marketing roles of founders has been relatively unexplored. Very little is known about how founder’s involvement in marketing tasks (i.e. developing products, sales and customers) helps attain success in early startups. To fill this knowledge gap, this study aims to qualitatively investigate the founder’s involvement under three vital functional areas (i.e. sales, customer development and product development) and also explain their entwined nature of the relationship as the early-stage startups grow to become a scalable businesses.

Design/methodology/approach
This study used purposive sampling for conducting in-depth interviews with 11 startup founders in the midwestern city of the USA. A constant comparative method was used to code the interview transcripts, while juxtaposing them with extant literature.

Findings
Using three levels of axial coding, this study identified 32 descriptive codes, 11 aggregate codes and 2 interpretive codes. Following this, the authors present five propositions that illustrate the relationship between founders’ involvement, customer development, product development and sales.

Practical implications
This study offers guidelines to founders on how they could generate initial sales, identify early customers and build and sustain mutually beneficial relationships with them.

Originality/value
This study contributes to the extant literature on entrepreneurship and innovation literature. It presents motivation and potential processes, including systematic activities performed by founders in generating sales in conjunction with customer development and product development, thereby making a novel contribution.