Vision-The Journal of Business Perspective最新文献_第7页

Efficiency Management of Women Poultry Farmers Using Hybrid DEA and Machine Learning Approach: A Case of SHG-based Production in Sub-Himalayan North Bengal 使用混合DEA和机器学习方法的女性家禽养殖户效率管理:以喜马拉雅北孟加拉邦shg为基础的生产为例

IF 2.8

Vision-The Journal of Business Perspective Pub Date : 2023-05-16 DOI: 10.1177/09722629231159708

A. Nandy, Poulomi Chaki Nandi, Mousumi Chatterjee

{"title":"Efficiency Management of Women Poultry Farmers Using Hybrid DEA and Machine Learning Approach: A Case of SHG-based Production in Sub-Himalayan North Bengal","authors":"A. Nandy, Poulomi Chaki Nandi, Mousumi Chatterjee","doi":"10.1177/09722629231159708","DOIUrl":"https://doi.org/10.1177/09722629231159708","url":null,"abstract":"Data envelopment analysis (DEA) offers a linear programming approach to evaluate the efficiency in diverse fields of production and service sectors with wide utilization for effective performance measurement operations. DEA has found its useful applications in agriculture to examine optimal resource use for sustainable consumption. The popularly used two-step process where DEA is employed along with a regression model to explain the impact of exogenous factors on efficiency has been employed in past studies. This article aims to combine the conventional DEA approach with machine learning (ML) models for establishing a novel alternative method for performance measurement as well as the prediction of key exogenous factors affecting the efficiency of the women self-help groups (SHGs) led poultry farmers in sub-Himalayan North Bengal surrounding the Siliguri region of Darjeeling district. For this purpose, in the first step, DEA was employed to measure the efficiency of 80 women poultry farmers belonging to 20 SHGs and in the second step, the state-of-the-art random forest (RF) technique has been employed to predict the most important efficiency influencing variables. The results suggested inefficiencies among the SHG women with wide variation between the efficient and inefficient units. The use of the RF model predicted important factors such as the role of non-governmental organizations, educational level, financial inclusion, landholding and poultry rearing experience in years to impact the efficiency of these women farmers. As a result, the hybrid DEA-ML approach is useful to tackle ill adversities in poultry production that may help the women SHGs to develop agriculture-based income.","PeriodicalId":44860,"journal":{"name":"Vision-The Journal of Business Perspective","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2023-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74527665","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Factors Affecting Decision to Adopt Artificial Intelligence During COVID-19 Pandemic Period: Evidence from PLS-SEM and fsQCA COVID-19大流行期间影响人工智能决策的因素:来自PLS-SEM和fsQCA的证据

IF 2.8

Vision-The Journal of Business Perspective Pub Date : 2023-05-12 DOI: 10.1177/09722629221149847

Nguyen Vinh Khuong, Le Huu Tuan Anh, Levine Ha, Le Van Cuong, Nguyen Ha Thanh Ngan, Hoang Thi Minh Thu, Le Kim Minh

{"title":"Factors Affecting Decision to Adopt Artificial Intelligence During COVID-19 Pandemic Period: Evidence from PLS-SEM and fsQCA","authors":"Nguyen Vinh Khuong, Le Huu Tuan Anh, Levine Ha, Le Van Cuong, Nguyen Ha Thanh Ngan, Hoang Thi Minh Thu, Le Kim Minh","doi":"10.1177/09722629221149847","DOIUrl":"https://doi.org/10.1177/09722629221149847","url":null,"abstract":"The study investigated the factors influencing the demand for Artificial Intelligence (AI) applications in Vietnam from the perspective of Accounting and Auditing. The data was gathered using a quantitative technique based on questionnaires to study a total of 206 accountants and auditors, and was analysed using the PLS-SEM method to determine influential factors and their relationships. In addition, we compare the PLS-SEM results with a recently established approach of panel data fuzzy-set qualitative comparative analysis (fsQCA). The results reveal that the components of finance, tasks, technology, epidemics, knowledge readiness and trust all have a favourable impact on the use of AI in Accounting and Auditing in Vietnam. Besides, the fsQCA results are consistent with the PLS-SEM method, which means that our findings are robust and valid. This study adds empirical evidence to the scientific literature on AI in Accounting and Auditing, which will be immensely beneficial for legislators and businesses looking to improve company efficiency. Besides, applying the fsQCA approach contributes significantly to the existing literature about the research method.","PeriodicalId":44860,"journal":{"name":"Vision-The Journal of Business Perspective","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2023-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78123003","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A Bibliometric Analysis of Turnover Intention in the Field of Business and Management: (2002–2022) 企业管理领域离职意向的文献计量分析(2002-2022)

IF 2.8

Vision-The Journal of Business Perspective Pub Date : 2023-04-27 DOI: 10.1177/09722629221146632

Indu Sharma, V. Tiwari

{"title":"A Bibliometric Analysis of Turnover Intention in the Field of Business and Management: (2002–2022)","authors":"Indu Sharma, V. Tiwari","doi":"10.1177/09722629221146632","DOIUrl":"https://doi.org/10.1177/09722629221146632","url":null,"abstract":"The turnover intention has garnered the attention of scholars and professionals due to its competitive advantage. Despite extant literature, the current dynamics and research diversity of turnover intention (TI) remain obscure. Therefore, this study aims at conducting a bibliometric analysis of TI in the domain of business and management. In this study, articles containing predefined protocols have been extracted from the Web of Science database. In addition, the 936 articles published between 2002 and 2022 were analysed using bibliometric methods such as performance analysis and science mapping. The study highlighted the top contributing nations, most influential authors, leading journals, co-authorship collaborations and major research areas. Furthermore, the science mapping approach resulted in the formation of major clusters highlighting the significant themes of the TI literature. This study is distinctive in the field of TI as it investigates the conceptual framework of research on turnover intention. Scholars and professionals will benefit from the theoretical and practical contributions as well as the suggested future directions made in this study.","PeriodicalId":44860,"journal":{"name":"Vision-The Journal of Business Perspective","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2023-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77779963","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Determinants of Adaptive Behaviour in Stock Market: A Review 股票市场适应性行为的决定因素:综述

IF 2.8

Vision-The Journal of Business Perspective Pub Date : 2023-04-17 DOI: 10.1177/09722629221148809

Diana Saldanha, T. Mallikarjunappa, K. Oware

引用次数: 0

Asymmetric Impact of Structural Shocks of Crude Oil Price on Equity Market in Two Large Emerging Market Economies: Evidence from China and India 两大新兴市场经济体原油价格结构性冲击对股票市场的不对称影响:来自中国和印度的证据

IF 2.8

Vision-The Journal of Business Perspective Pub Date : 2023-04-01 DOI: 10.1177/09722629231157464

Souvik Banerjee, Debaditya Mohanti

{"title":"Asymmetric Impact of Structural Shocks of Crude Oil Price on Equity Market in Two Large Emerging Market Economies: Evidence from China and India","authors":"Souvik Banerjee, Debaditya Mohanti","doi":"10.1177/09722629231157464","DOIUrl":"https://doi.org/10.1177/09722629231157464","url":null,"abstract":"The objective of this particular study is to understand the asymmetric impact of structural shocks (in terms of supply and demand shocks on crude oil price) on equity market returns in the context of the largest two emerging market economies, that is, China and India. The timeframe of this study is January 1996 to January 2022. The study has been conducted, based on monthly data. The present study employs a structural vector auto regression as well as NARDL model to understand the asymmetry of these structural shocks. Our findings are in contradiction to the popular perception of the Press that crude oil price and equity market returns are inversely related. The present study found that different structural shocks have very different impacts on the stock returns. Our study also adds to the existing literature, as it showed that both the Chinese and Indian markets react in similar fashion to structural shocks in the crude oil market. Structural shocks have no impact on the Indian market, whereas there is a significant asymmetric impact of only precautionary demand shock in, both, the long and short runs, in the context of the Chinese market.","PeriodicalId":44860,"journal":{"name":"Vision-The Journal of Business Perspective","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72396216","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Empirical Analysis of Global Markets Herding on COVID-19 Effect 全球市场羊群效应的实证分析

IF 2.8

Vision-The Journal of Business Perspective Pub Date : 2023-03-25 DOI: 10.1177/09722629221146653

Ooi Kok Loang, Zamri Ahmad

{"title":"Empirical Analysis of Global Markets Herding on COVID-19 Effect","authors":"Ooi Kok Loang, Zamri Ahmad","doi":"10.1177/09722629221146653","DOIUrl":"https://doi.org/10.1177/09722629221146653","url":null,"abstract":"This article investigates the presence of herding on global stock markets during COVID-19. Cross-Sectional Absolute Deviation developed by Chiang and Zheng (2010) and Chang et al. (2000) examine market-wide herding. Results show that herding is prevalent in Brazil, Germany, India, Italy, Korea, China-Shanghai, China-Shenzhen and Turkey. During the epidemic, no evidence of herding was detected in France, Hong Kong, Indonesia, Japan, Malaysia, Poland, the United Kingdom and the United States. It has been shown that the United States and Chinese cross-market herding substantially influences all markets. The impact of analyst information (target price, EPS forecasts and revenue predictions) on herding is shown before the pandemic and weakening during the pandemic. It indicates that investors disregard expert recommendations and liquidate equities during the pandemic. The findings shed light on the occurrence and determinants of herding that causes investors’ to behave irrationally during COVID-19. Policymakers, government and regulators should formulate a more robust policy to monitor, control and oversee the naïve herding that drives fundamentals away from stock prices.","PeriodicalId":44860,"journal":{"name":"Vision-The Journal of Business Perspective","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2023-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75081885","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Automation and AI-Enabled Customer Journey: A Bibliometric Analysis 自动化和人工智能支持的客户旅程:文献计量学分析

IF 2.8

Vision-The Journal of Business Perspective Pub Date : 2023-03-25 DOI: 10.1177/09722629221149854

Jyoti Rana, Ruchi Jain, K. Santosh

{"title":"Automation and AI-Enabled Customer Journey: A Bibliometric Analysis","authors":"Jyoti Rana, Ruchi Jain, K. Santosh","doi":"10.1177/09722629221149854","DOIUrl":"https://doi.org/10.1177/09722629221149854","url":null,"abstract":"This article aims to scrutinize the dynamics of scientific publications devoted to optimizing the customer journey in the retail sector through the application of artificial intelligence (AI) and determines the status of existing research on the role of AI in the retail sector. The research objective was to analyse the pool of scientific publications from the Scopus database to analyse how emerging technologies have improved customer journey (pre-purchase, purchase, post-purchase). The research employed a publication search by article title, abstract and keywords to collect the data set from the Scopus database. The selected publications were visualized using the software VOSviewer 1.6.16.0, and Biblioshiny to perform bibliometric analyses. An initial sample of 356 research articles was collected. After reading the abstract and full article, a final corpus of 149 scientific publications over two decades (1989–2021) was analysed in the study. Our findings suggest the prominence of authors and journal publishing in implementing AI in retail to automate customer journey. The results highlight how the application of AI fosters in improving the different phases of customer journey among the retailing sectors. Banking and fashion are the retailing sectors that have major applications of AI in the customer journey. Further studies should be conducted to gain deeper insights into the emerging use of AI in other sectors of the economy. It was also found from the intensive literature review that in the purchasing and decision-making phase of the customer journey, the deployment of AI is the most. This study analysed the incorporation of AI into the customer journey to highlight its impact on retailing. This study contributes to the literature by adding the lenses of AI in key management areas in retailing.","PeriodicalId":44860,"journal":{"name":"Vision-The Journal of Business Perspective","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2023-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87754332","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Case Analysis II: Not a Penny off the Pay, Not a Second on the Day: Long-Term Wage Settlement at Hindustan Aeronautics Limited 案例分析二:一分钱都不减，一秒都不加:印度斯坦航空有限公司的长期工资解决方案

Vision-The Journal of Business Perspective Pub Date : 2023-03-07 DOI: 10.1177/09722629211033511

Debaraj Das

引用次数: 0

Book review: Anil K. Khandelwal, Transformational Leadership in Banking: Challenges of Governance, Leadership and HR in a Digital and Disruptive World 书评:Anil K. Khandelwal，《银行业转型领导力:数字化和颠覆性世界中的治理、领导力和人力资源挑战》

IF 2.8

Vision-The Journal of Business Perspective Pub Date : 2023-03-07 DOI: 10.1177/09722629211041891

Jyotsna Bhatnagar

引用次数: 0

Case Analysis I: Not a Penny off the Pay, Not a Second on the Day: Long Term Wage Settlement at Hindustan Aeronautics Limited 案例分析一:一分钱都不减，一秒都不加:印度斯坦航空有限公司的长期工资解决方案

IF 2.8

Vision-The Journal of Business Perspective Pub Date : 2023-03-07 DOI: 10.1177/09722629211033512

Varun Elembilassery

{"title":"Case Analysis I: Not a Penny off the Pay, Not a Second on the Day: Long Term Wage Settlement at Hindustan Aeronautics Limited","authors":"Varun Elembilassery","doi":"10.1177/09722629211033512","DOIUrl":"https://doi.org/10.1177/09722629211033512","url":null,"abstract":"This case describes an important phenomenon in the industrial sector with a large set of fascinating details. The consequential impact of a strike can be a make or break for the organization. Though strikes are more common in banking sector and manufacturing sector, the possibility of strikes in other sectors cannot be ruled out in the future, owing to several court verdicts in the past few years. Hence, it is imperative on every executive manager or a business leader to have a good understanding of the procedural and legal aspects of strikes and the resolution process. In addition, human resource managers needs to have a thorough understanding of the same, because they play a key role in the resolution process. From that standpoint, this case offers myriad details and raises fundamental questions. The purpose of this case is to place the students in the middle of a crisis to understand few practical aspects related to Industrial Disputes (ID) Act 1947. The specific objectives are to explicate the legality of the strike, the standard procedures to be followed in case of a dispute or non-agreement between parties, the practical application of collective bargaining and the tactics used to resolve disputes. This case will enable a better understanding of the industrial relations scenario and enhance the appreciation of the same. This case is suitable for any post graduate student interested in understanding the labour–employer relationship in an industrial context.","PeriodicalId":44860,"journal":{"name":"Vision-The Journal of Business Perspective","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2023-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88098021","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0