首页 > 最新文献

Journal of Indian Business Research最新文献

英文 中文
A systematic literature review: digital marketing and its impact on SMEs 系统文献综述:数字营销及其对中小企业的影响
IF 2.5 Q2 Business, Management and Accounting Pub Date : 2023-02-20 DOI: 10.1108/jibr-05-2022-0129
Gauri Girish Jadhav, Shubhangi Gaikwad, Dhananjay Bapat
PurposeThis study aims to analyze the available literature on the use of digital marketing and its impact on small- and medium-sized enterprises (SMEs). This study identifies the use of digital marketing practices and its impact on SMEs.Design/methodology/approachA systematic literature review has been conducted on digital marketing, and its implementation in SMEs. The impact of digital marketing on SMEs performance is observed over the past 12 years through the resources which are undertaken for the study, namely, Science Direct, Scopus, Springer, IEEE Explorer, ACM Digital Library, Engineering Village, ISI Web of Knowledge database is used to search the research publications on the selected topic.FindingsAlthough some SME firms use digital marketing, their impact is not similar where we can recommend a fixed strategy for applying digital marketing. This review provides an insight into how digital marketing has evolved over the period of time and how SMEs are adopting it for their sustenance.Practical implicationsThis study will give theoretical analysis of various benefits received by SMEs because of digital marketing in the different capacities helping organizations to uplift their productivity. Mind mapping will give the idea of impact of SMEs on their various performances in rural as well as in the urban areas. This study will give further scope for digital marketers to approach those industries specifically at rural parts of the nation for bringing change into their marketing operations and also for increasing turnover by the use of digital marketing.Originality/valueResearch on the use of digital marketing by SMEs firms is still at the embryonic stage in India. This study is a pioneering effort to review the use of digital marketing in SMEs and identify research priorities for scholars and practitioners.
目的本研究旨在分析有关数字营销的使用及其对中小企业的影响的现有文献。本研究确定了数字营销实践的使用及其对中小企业的影响。设计/方法/方法对数字营销及其在中小企业中的实施进行了系统的文献综述。数字营销对中小企业绩效的影响是在过去12年中观察到的 通过研究所需的资源,即Science Direct、Scopus、Springer、IEEE Explorer、ACM数字图书馆、Engineering Village、ISI Web of Knowledge数据库,检索所选主题的研究出版物。发现尽管一些中小企业使用数字营销,但在我们可以推荐应用数字营销的固定策略的地方,它们的影响并不相似。这篇综述深入了解了数字营销在一段时间内是如何发展的,以及中小企业是如何利用它来维持生计的。实践意义本研究将对中小企业在帮助组织提高生产力的不同能力下,因数字营销而获得的各种利益进行理论分析。思维导图将给出中小企业对其在农村和城市地区的各种表现的影响。这项研究将为数字营销人员提供进一步的空间,让他们能够接触到那些专门位于全国农村地区的行业,为他们的营销运营带来变革,并通过使用数字营销来增加营业额。创意/价值关于中小企业使用数字营销的研究在印度仍处于萌芽阶段。这项研究是一项开创性的工作,旨在回顾数字营销在中小企业中的应用,并确定学者和从业者的研究重点。
{"title":"A systematic literature review: digital marketing and its impact on SMEs","authors":"Gauri Girish Jadhav, Shubhangi Gaikwad, Dhananjay Bapat","doi":"10.1108/jibr-05-2022-0129","DOIUrl":"https://doi.org/10.1108/jibr-05-2022-0129","url":null,"abstract":"\u0000Purpose\u0000This study aims to analyze the available literature on the use of digital marketing and its impact on small- and medium-sized enterprises (SMEs). This study identifies the use of digital marketing practices and its impact on SMEs.\u0000\u0000\u0000Design/methodology/approach\u0000A systematic literature review has been conducted on digital marketing, and its implementation in SMEs. The impact of digital marketing on SMEs performance is observed over the past 12 years through the resources which are undertaken for the study, namely, Science Direct, Scopus, Springer, IEEE Explorer, ACM Digital Library, Engineering Village, ISI Web of Knowledge database is used to search the research publications on the selected topic.\u0000\u0000\u0000Findings\u0000Although some SME firms use digital marketing, their impact is not similar where we can recommend a fixed strategy for applying digital marketing. This review provides an insight into how digital marketing has evolved over the period of time and how SMEs are adopting it for their sustenance.\u0000\u0000\u0000Practical implications\u0000This study will give theoretical analysis of various benefits received by SMEs because of digital marketing in the different capacities helping organizations to uplift their productivity. Mind mapping will give the idea of impact of SMEs on their various performances in rural as well as in the urban areas. This study will give further scope for digital marketers to approach those industries specifically at rural parts of the nation for bringing change into their marketing operations and also for increasing turnover by the use of digital marketing.\u0000\u0000\u0000Originality/value\u0000Research on the use of digital marketing by SMEs firms is still at the embryonic stage in India. This study is a pioneering effort to review the use of digital marketing in SMEs and identify research priorities for scholars and practitioners.\u0000","PeriodicalId":45364,"journal":{"name":"Journal of Indian Business Research","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2023-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44055367","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: 6
Deliberate underpricing and after-market mispricing in Indian IPO market: Stochastic frontier approach 印度IPO市场故意抑价与事后错价:随机前沿方法
IF 2.5 Q2 Business, Management and Accounting Pub Date : 2023-02-08 DOI: 10.1108/jibr-09-2021-0320
Poonam Mulchandani, Rajan Pandey, Byomakesh Debata
PurposeThis paper aims to study the underpricing phenomenon of initial public offerings (IPOs) of 355 Indian companies issued from 2007 to 2019. The research question this paper empirically examines is whether Indian corporate executives deliberately underprice IPOs from its fair value to attract investors, thereby causing an abnormal spike in the prices on the listing day. The findings of this study challenge a commonly held notion of leaving money on the table by IPO issuing companies. Of the overall average listing day returns of 17%, the deliberate premarket underpricing component is found to be mere 5.3%, while the remaining price fluctuation is, inter alia, a result of market momentum along with the unmet demands of impatient investors.Design/methodology/approachFollowing Koop and Li (2001), this study uses Stochastic frontier model (SFM) to study a routine anomaly of disparity between the primary market price (i.e. IPO issue price) and the secondary market price (listing price). The jump in the issue price observed on a listing day is decomposed into deliberate premarket underpricing component that reflects the extent of managerial manipulation and the after-market misvaluation component attributable to information asymmetry and prevailing market volatility.FindingsThis paper uses SFM to bifurcate initial returns into deliberate underpricing by managers and after-market mispricing by noise traders. This study finds that a significant part of the initial return is explained through after-market mispricing. This study finds that average initial returns are 17%, deliberate premarket underpricing is 5.3% and after-market mispricing averages 11.9%.Research limitations/implicationsThis study can isolate underpricing done at the premarket by estimating a systematic one-sided error term that measures the maximum predicted issue price deviation from the offered price. Consequentially, the disaggregation of initial returns may be especially informative for retail investors in planning their exit strategy from an IPO by separating the strength of the firm's fundamentals and its causal relationship with the initial returns. Substantial proportion of after-market mispricing implies that future research should focus on factors causing after-market mispricing. As underlying causes are identified, tailor-made policy responses can be formulated to benefit investors.Practical implicationsThis paper has empirically validated that initial return is a mix of both components, i.e. deliberate underpricing and aftermarket mispricing. This disaggregation of initial returns can prove helpful for investors in planning their exit strategy. This study can help investors to become more aware of the importance of the fundamentals of the firm and its causal relation with the initial returns. This information in turn can help reduce the information asymmetry amongst investors and help them lessen the costs of adverse selection.Originality/valueA larg
目的本文旨在研究2007年至2019年355家印度公司首次公开募股(IPO)的抑价现象。本文实证检验的研究问题是,印度企业高管是否故意低于IPO的公允价值来吸引投资者,从而导致上市当天的价格异常飙升。这项研究的结果挑战了人们普遍认为的IPO发行公司将资金留在桌面上的观念。在17%的整体平均上市日回报率中,上市前故意压低价格的部分仅为5.3%,而剩余的价格波动主要是市场势头以及缺乏耐心的投资者的需求未得到满足的结果。设计/方法/方法继Koop和Li(2001)之后,本研究使用随机前沿模型(SFM)来研究一级市场价格(即IPO发行价格)和二级市场价格之间的差异的常规异常。在上市日观察到的发行价格上涨被分解为反映管理层操纵程度的故意上市前定价过低部分和归因于信息不对称和普遍市场波动的上市后估值过高部分。研究结果本文使用SFM将初始回报分为经理故意定价过低和噪音交易员在市场后定价错误。这项研究发现,初始回报的很大一部分是通过市场后的错误定价来解释的。本研究发现,平均初始回报率为17%,上市前故意定价偏低为5.3%,上市后定价失误平均为11.9%。研究局限性/含义本研究可以通过估计一个系统的单边误差项来隔离上市前的定价偏低,该项误差项衡量预测发行价格与发行价格的最大偏差。因此,通过分离公司基本面的强度及其与初始回报的因果关系,初始回报的分解可能对散户投资者规划IPO退出策略特别有用。相当大比例的售后错误定价意味着未来的研究应该关注导致售后错误定价的因素。随着根本原因的确定,可以制定量身定制的政策应对措施,使投资者受益。实际含义本文实证验证了初始回报是两个组成部分的混合,即故意定价过低和售后市场定价错误。这种对初始回报的分解可能有助于投资者规划退出策略。这项研究可以帮助投资者更多地意识到公司基本面的重要性及其与初始回报的因果关系。这些信息反过来可以帮助减少投资者之间的信息不对称,并帮助他们降低逆向选择的成本。原创性/价值大量关于IPO定价的研究发现,公开发行中存在定价过低的压倒性证据。本研究试图将抑价程度分解为故意抑价和上市后的错误定价,从而补充现有关于IPO定价难题的文献。据作者所知,本研究是对印度资本市场初始收益分解文献的首次贡献。
{"title":"Deliberate underpricing and after-market mispricing in Indian IPO market: Stochastic frontier approach","authors":"Poonam Mulchandani, Rajan Pandey, Byomakesh Debata","doi":"10.1108/jibr-09-2021-0320","DOIUrl":"https://doi.org/10.1108/jibr-09-2021-0320","url":null,"abstract":"\u0000Purpose\u0000This paper aims to study the underpricing phenomenon of initial public offerings (IPOs) of 355 Indian companies issued from 2007 to 2019. The research question this paper empirically examines is whether Indian corporate executives deliberately underprice IPOs from its fair value to attract investors, thereby causing an abnormal spike in the prices on the listing day. The findings of this study challenge a commonly held notion of leaving money on the table by IPO issuing companies. Of the overall average listing day returns of 17%, the deliberate premarket underpricing component is found to be mere 5.3%, while the remaining price fluctuation is, inter alia, a result of market momentum along with the unmet demands of impatient investors.\u0000\u0000\u0000Design/methodology/approach\u0000Following Koop and Li (2001), this study uses Stochastic frontier model (SFM) to study a routine anomaly of disparity between the primary market price (i.e. IPO issue price) and the secondary market price (listing price). The jump in the issue price observed on a listing day is decomposed into deliberate premarket underpricing component that reflects the extent of managerial manipulation and the after-market misvaluation component attributable to information asymmetry and prevailing market volatility.\u0000\u0000\u0000Findings\u0000This paper uses SFM to bifurcate initial returns into deliberate underpricing by managers and after-market mispricing by noise traders. This study finds that a significant part of the initial return is explained through after-market mispricing. This study finds that average initial returns are 17%, deliberate premarket underpricing is 5.3% and after-market mispricing averages 11.9%.\u0000\u0000\u0000Research limitations/implications\u0000This study can isolate underpricing done at the premarket by estimating a systematic one-sided error term that measures the maximum predicted issue price deviation from the offered price. Consequentially, the disaggregation of initial returns may be especially informative for retail investors in planning their exit strategy from an IPO by separating the strength of the firm's fundamentals and its causal relationship with the initial returns. Substantial proportion of after-market mispricing implies that future research should focus on factors causing after-market mispricing. As underlying causes are identified, tailor-made policy responses can be formulated to benefit investors.\u0000\u0000\u0000Practical implications\u0000This paper has empirically validated that initial return is a mix of both components, i.e. deliberate underpricing and aftermarket mispricing. This disaggregation of initial returns can prove helpful for investors in planning their exit strategy. This study can help investors to become more aware of the importance of the fundamentals of the firm and its causal relation with the initial returns. This information in turn can help reduce the information asymmetry amongst investors and help them lessen the costs of adverse selection.\u0000\u0000\u0000Originality/value\u0000A larg","PeriodicalId":45364,"journal":{"name":"Journal of Indian Business Research","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2023-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48691031","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
Financial condition, working capital policy and profitability: evidence from Indian companies 财务状况、营运资金政策和盈利能力:来自印度公司的证据
IF 2.5 Q2 Business, Management and Accounting Pub Date : 2023-02-01 DOI: 10.1108/jibr-12-2020-0378
Sakti Ranjan Dash, Maheswar Sethi, R. Swain
PurposeThe purpose of this paper is to examine the impact of working capital management (WCM) on profitability under different financial conditions (constraint/unconstraint) and WCM policy (aggressive/conservative). Furthermore, the study investigates the existence of optimal working capital levels under different financial conditions and WCM policy.Design/methodology/approachTwo-step system generalized method of moments and fixed effect models are used to analyze the data collected from Prowess database from 2011 to 2020 for a sample of 1,104 Indian manufacturing companies.FindingsThe study finds an inverted U-shaped relationship between working capital and profitability in all financial conditions and working capital policy. This finding advocates the existence of an optimal level of working capital that equates the costs and benefits of holding working capital to maximize the companies’ profitability. However, holding working capital beyond the optimal level negatively affects profitability. Companies under financial constraints with aggressive working capital policies have the lowest optimal cash conversion cycle (CCC). Furthermore, the relationship of working capital with profitability and the optimal CCC varies owing to firm age and industry group.Originality/valueTo the best of the authors’ knowledge, this is the first paper that incorporates the impact of working capital on firm’s performance from both financial constraint (unconstraint) and aggressive (conservative) working capital policy perspectives in the Indian context. Furthermore, this study also contributes in terms of reflecting the effect of firm age and industry in determining the optimum CCC of the firms.
目的研究营运资本管理在不同财务条件(约束/非约束)和营运资本管理政策(激进/保守)下对盈利能力的影响。此外,研究还考察了在不同财务条件和WCM政策下最优营运资本水平的存在性。设计/方法论/方法采用两步系统广义矩法和固定效应模型,对2011年至2020年从Prowess数据库中收集的1104家印度制造公司的数据进行分析。研究发现,在所有财务状况和营运资金政策下,营运资金与盈利能力之间存在倒U型关系。这一发现主张存在一个最佳营运资本水平,该水平等同于持有营运资本的成本和收益,以最大限度地提高公司的盈利能力。然而,持有超过最佳水平的营运资本会对盈利能力产生负面影响。具有激进营运资本政策的财务约束下的公司具有最低的最优现金转换周期(CCC)。此外,营运资本与盈利能力和最优CCC的关系因企业年龄和行业组而异。原创性/价值据作者所知,这是第一篇从印度背景下的财务约束(非约束)和激进(保守)营运资本政策角度综合营运资本对企业绩效影响的论文。此外,本研究也有助于反映企业年龄和行业在确定企业最佳CCC方面的影响。
{"title":"Financial condition, working capital policy and profitability: evidence from Indian companies","authors":"Sakti Ranjan Dash, Maheswar Sethi, R. Swain","doi":"10.1108/jibr-12-2020-0378","DOIUrl":"https://doi.org/10.1108/jibr-12-2020-0378","url":null,"abstract":"\u0000Purpose\u0000The purpose of this paper is to examine the impact of working capital management (WCM) on profitability under different financial conditions (constraint/unconstraint) and WCM policy (aggressive/conservative). Furthermore, the study investigates the existence of optimal working capital levels under different financial conditions and WCM policy.\u0000\u0000\u0000Design/methodology/approach\u0000Two-step system generalized method of moments and fixed effect models are used to analyze the data collected from Prowess database from 2011 to 2020 for a sample of 1,104 Indian manufacturing companies.\u0000\u0000\u0000Findings\u0000The study finds an inverted U-shaped relationship between working capital and profitability in all financial conditions and working capital policy. This finding advocates the existence of an optimal level of working capital that equates the costs and benefits of holding working capital to maximize the companies’ profitability. However, holding working capital beyond the optimal level negatively affects profitability. Companies under financial constraints with aggressive working capital policies have the lowest optimal cash conversion cycle (CCC). Furthermore, the relationship of working capital with profitability and the optimal CCC varies owing to firm age and industry group.\u0000\u0000\u0000Originality/value\u0000To the best of the authors’ knowledge, this is the first paper that incorporates the impact of working capital on firm’s performance from both financial constraint (unconstraint) and aggressive (conservative) working capital policy perspectives in the Indian context. Furthermore, this study also contributes in terms of reflecting the effect of firm age and industry in determining the optimum CCC of the firms.\u0000","PeriodicalId":45364,"journal":{"name":"Journal of Indian Business Research","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2023-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48633045","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 determining the investment behaviour of farmers – the moderating role of socioeconomic demographics 决定农民投资行为的因素——社会经济人口统计学的调节作用
IF 2.5 Q2 Business, Management and Accounting Pub Date : 2023-01-17 DOI: 10.1108/jibr-02-2022-0045
S. Manocha, Pritpal Singh Bhullar, Timcy Sachdeva
PurposeThe purpose of this study is to investigate the determinants that determine the investment behaviour of rural farmers. This study further examines the moderation effect of socio traits in the association between investment behaviour and its determined factors.Design/methodology/approachThis study used a cross-sectional research design to gather information. The information for this research survey was gathered using a structured questionnaire from 400 individual investors in the rural area of Punjab, who participated in the study. It has been decided to use the Cronbach’s alpha test to determine the validity and reliability of the questionnaire. To evaluate the hypothesis, structural equation modelling has been used in the research process.FindingsThe results of this study reveal that attitude, financial risk inclination, financial planning and investment intention determine the investment behaviour of the rural people of Punjab. The results for the interaction effect of socio traits with investment intention, financial risk propensity and investment attitude were found statistically significant amongst rural people. The results of the moderation effect stated that interaction between the attitude and investment intention and financial risk propensity and investment intention is significantly influenced by age of respondents. The results further reveal that marital status of rural people affect the interaction between attitude and investment intention and financial risk propensity and investment intention. Nothing about education seems to be a moderating influence on any of the relationships studied.Originality/valueThe authors contribute to the literature in two aspects. Firstly, to the best of the authors’ knowledge, this is the only study of its kind that focuses on the investment behaviour of farmers. Secondly, by looking at the farmer’s investing behaviour, the moderation effect of demographic variables is also studied which set this study apart from another existing scholarly research. This study contributes to the growing literature on investment behaviour of farmers in developing and developed markets.
本研究的目的是探讨决定农村农民投资行为的决定因素。本研究进一步探讨了社会特质在投资行为及其决定因素之间的调节作用。设计/方法/方法本研究采用横断面研究设计来收集信息。本研究调查的信息是通过对旁遮普邦农村地区参与研究的400名个人投资者进行结构化问卷调查收集的。我们决定使用Cronbach’s alpha检验来确定问卷的效度和信度。为了评估假设,在研究过程中使用了结构方程模型。研究结果表明,态度、财务风险倾向、财务规划和投资意向决定了旁遮普农村人口的投资行为。社会特质与投资意愿、金融风险倾向和投资态度的交互效应在农村人群中具有显著的统计学意义。调节效应的结果表明,态度与投资意愿、金融风险倾向与投资意愿之间的交互作用受受访者年龄的显著影响。结果进一步揭示,农村人口的婚姻状况影响态度与投资意愿、金融风险倾向与投资意愿的交互作用。教育似乎对所研究的任何关系都没有缓和作用。作者对文学的贡献体现在两个方面。首先,据作者所知,这是同类研究中唯一关注农民投资行为的研究。其次,通过观察农民的投资行为,还研究了人口变量的调节作用,这使本研究有别于另一项现有的学术研究。这项研究对发展中市场和发达市场中农民投资行为的文献越来越多。
{"title":"Factors determining the investment behaviour of farmers – the moderating role of socioeconomic demographics","authors":"S. Manocha, Pritpal Singh Bhullar, Timcy Sachdeva","doi":"10.1108/jibr-02-2022-0045","DOIUrl":"https://doi.org/10.1108/jibr-02-2022-0045","url":null,"abstract":"\u0000Purpose\u0000The purpose of this study is to investigate the determinants that determine the investment behaviour of rural farmers. This study further examines the moderation effect of socio traits in the association between investment behaviour and its determined factors.\u0000\u0000\u0000Design/methodology/approach\u0000This study used a cross-sectional research design to gather information. The information for this research survey was gathered using a structured questionnaire from 400 individual investors in the rural area of Punjab, who participated in the study. It has been decided to use the Cronbach’s alpha test to determine the validity and reliability of the questionnaire. To evaluate the hypothesis, structural equation modelling has been used in the research process.\u0000\u0000\u0000Findings\u0000The results of this study reveal that attitude, financial risk inclination, financial planning and investment intention determine the investment behaviour of the rural people of Punjab. The results for the interaction effect of socio traits with investment intention, financial risk propensity and investment attitude were found statistically significant amongst rural people. The results of the moderation effect stated that interaction between the attitude and investment intention and financial risk propensity and investment intention is significantly influenced by age of respondents. The results further reveal that marital status of rural people affect the interaction between attitude and investment intention and financial risk propensity and investment intention. Nothing about education seems to be a moderating influence on any of the relationships studied.\u0000\u0000\u0000Originality/value\u0000The authors contribute to the literature in two aspects. Firstly, to the best of the authors’ knowledge, this is the only study of its kind that focuses on the investment behaviour of farmers. Secondly, by looking at the farmer’s investing behaviour, the moderation effect of demographic variables is also studied which set this study apart from another existing scholarly research. This study contributes to the growing literature on investment behaviour of farmers in developing and developed markets.\u0000","PeriodicalId":45364,"journal":{"name":"Journal of Indian Business Research","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2023-01-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41273095","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: 1
Predictive model for admission uncertainty in high education using Naïve Bayes classifier 基于朴素贝叶斯分类器的高等教育录取不确定性预测模型
IF 2.5 Q2 Business, Management and Accounting Pub Date : 2023-01-10 DOI: 10.1108/jibr-08-2022-0209
A. Rawal, Bechoo Lal
PurposeThe uncertainty of getting admission into universities/institutions is one of the global problems in an academic environment. The students are having good marks with highest credential, but they are not sure about getting their admission into universities/institutions. In this research study, the researcher builds a predictive model using Naïve Bayes classifiers – machine learning algorithm to extract and analyze hidden pattern in students’ academic records and their credentials. The main purpose of this research study is to reduce the uncertainty for getting admission into universities/institutions based on their previous credentials and some other essential parameters.Design/methodology/approachThis research study presents a joint venture of Naïve Bayes Classification and Kernel Density Estimations (KDE) to predict the student’s admission into universities or any higher institutions. The researcher collected data from the Kaggle data sets based on grade point average (GPA), graduate record examinations (GRE) and RANK of universities which are essential to take admission in higher education.FindingsThe classification model is built on the training data set of students’ examination score such as GPA, GRE, RANK and some other essential features that offered the admission with a predictive accuracy rate 72% and has been experimentally verified. To improve the quality of accuracy, the researcher used the Shapiro–Walk Normality Test and Gaussian distribution on large data sets.Research limitations/implicationsThe limitation of this research study is that the developed predictive model is not applicable for getting admission into all courses. The researcher used the limited data attributes such as GRE, GPA and RANK which does not define the admission into all possible courses. It is stated that it is applicable only for student’s admission into universities/institutions, and the researcher used only three attributes of admission parameters, namely, GRE, GPA and RANK.Practical implicationsThe researcher used the Naïve Bayes classifiers and KDE machine learning algorithms to develop a predictive model which is more reliable and efficient to classify the admission category (Admitted/Not Admitted) into universities/institutions. During the research study, the researcher found that accuracy performance of the predictive Model 1 and that of predictive Model 2 are very close to each other, with predictive Model 1 having truly predictive and falsely predictive rate of 70.46% and 29.53%, respectively.Social implicationsYes, it is having a significant contribution for society; students and parents can get prior information about the possibilities of admission in higher academic institutions and universities.Originality/valueThe classification model can reduce the admission uncertainty and enhance the university’s decision-making capabilities. The significance of this research study is to reduce human intervention for making deci
目的进入大学/机构的不确定性是学术环境中的全球性问题之一。学生们取得了最高学历的好成绩,但他们不确定能否进入大学/机构。在这项研究中,研究人员使用朴素贝叶斯分类器(机器学习算法)建立了一个预测模型,以提取和分析学生学业记录和证书中的隐藏模式。这项研究的主要目的是减少基于他们以前的学历和其他一些基本参数进入大学/机构的不确定性。设计/方法论/方法这项研究提出了一个Naive Bayes分类和核密度估计(KDE)的合资企业,以预测学生进入大学或任何高等院校的情况。研究人员从Kaggle数据集中收集了基于大学平均绩点(GPA)、研究生入学考试(GRE)和RANK的数据,这些数据对接受高等教育至关重要。发现该分类模型建立在学生考试成绩的训练数据集上,如GPA、GRE、RANK和其他一些基本特征,这些特征为录取提供了72%的预测准确率,并经过了实验验证。为了提高准确性,研究人员在大型数据集上使用了Shapiro–Walk正态性检验和高斯分布。研究局限性/含义本研究的局限性在于,所开发的预测模型不适用于所有课程的录取。研究人员使用了GRE、GPA和RANK等有限的数据属性,这些属性并不能定义所有可能课程的录取。据称,它只适用于学生进入大学/机构,研究人员只使用了三个属性的录取参数,即GRE,GPA和RANK。实际含义研究人员使用朴素贝叶斯分类器和KDE机器学习算法开发了一个预测模型,该模型更可靠、更有效地将录取类别(已录取/未录取)划分为大学/机构。在研究过程中,研究人员发现预测模型1和预测模型2的准确率非常接近,预测模型1的真预测率和假预测率分别为70.46%和29.53%。社会含义是的,它对社会做出了重大贡献;学生和家长可以事先了解进入高等院校和大学的可能性。独创性/价值分类模型可以减少录取的不确定性,增强大学的决策能力。这项研究的意义在于减少人为干预学生进入大学或任何高等学术机构的决策,它表明许多大学和高等院校可以在没有人为干预的情况下使用这种预测模型来改善录取过程。
{"title":"Predictive model for admission uncertainty in high education using Naïve Bayes classifier","authors":"A. Rawal, Bechoo Lal","doi":"10.1108/jibr-08-2022-0209","DOIUrl":"https://doi.org/10.1108/jibr-08-2022-0209","url":null,"abstract":"\u0000Purpose\u0000The uncertainty of getting admission into universities/institutions is one of the global problems in an academic environment. The students are having good marks with highest credential, but they are not sure about getting their admission into universities/institutions. In this research study, the researcher builds a predictive model using Naïve Bayes classifiers – machine learning algorithm to extract and analyze hidden pattern in students’ academic records and their credentials. The main purpose of this research study is to reduce the uncertainty for getting admission into universities/institutions based on their previous credentials and some other essential parameters.\u0000\u0000\u0000Design/methodology/approach\u0000This research study presents a joint venture of Naïve Bayes Classification and Kernel Density Estimations (KDE) to predict the student’s admission into universities or any higher institutions. The researcher collected data from the Kaggle data sets based on grade point average (GPA), graduate record examinations (GRE) and RANK of universities which are essential to take admission in higher education.\u0000\u0000\u0000Findings\u0000The classification model is built on the training data set of students’ examination score such as GPA, GRE, RANK and some other essential features that offered the admission with a predictive accuracy rate 72% and has been experimentally verified. To improve the quality of accuracy, the researcher used the Shapiro–Walk Normality Test and Gaussian distribution on large data sets.\u0000\u0000\u0000Research limitations/implications\u0000The limitation of this research study is that the developed predictive model is not applicable for getting admission into all courses. The researcher used the limited data attributes such as GRE, GPA and RANK which does not define the admission into all possible courses. It is stated that it is applicable only for student’s admission into universities/institutions, and the researcher used only three attributes of admission parameters, namely, GRE, GPA and RANK.\u0000\u0000\u0000Practical implications\u0000The researcher used the Naïve Bayes classifiers and KDE machine learning algorithms to develop a predictive model which is more reliable and efficient to classify the admission category (Admitted/Not Admitted) into universities/institutions. During the research study, the researcher found that accuracy performance of the predictive Model 1 and that of predictive Model 2 are very close to each other, with predictive Model 1 having truly predictive and falsely predictive rate of 70.46% and 29.53%, respectively.\u0000\u0000\u0000Social implications\u0000Yes, it is having a significant contribution for society; students and parents can get prior information about the possibilities of admission in higher academic institutions and universities.\u0000\u0000\u0000Originality/value\u0000The classification model can reduce the admission uncertainty and enhance the university’s decision-making capabilities. The significance of this research study is to reduce human intervention for making deci","PeriodicalId":45364,"journal":{"name":"Journal of Indian Business Research","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2023-01-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47770435","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: 2
Moderated mediation between organizational culture and employee performance: the role of similarities in religious teachings and high-performance managerial practices 组织文化与员工绩效之间的中介作用:宗教教义与绩效管理实践的相似性
IF 2.5 Q2 Business, Management and Accounting Pub Date : 2023-01-06 DOI: 10.1108/jibr-08-2022-0211
Anant Deogaonkar, Sampada Nanoty
PurposeThe purpose of this study is to investigate the moderated mediation between organizational culture (OC) and employee performance (EP), with a focus on how high-performance managerial practices (HPMPs) affect OC’s indirect effect via similarities in religious teachings (SRT), which was put to the test.Design/methodology/approachData was collected from 275 working professionals. Partial least square structural equation modeling (PLS-SEM) was used for data analysis.FindingsThe results indicate that SRT mediate the relationship between OC and EP. HPMPs enhance EP by increasing the effect of OC on SRT.Research limitations/implicationsAs a part of people and performance management as a function of the human resource management team this study contributes to OC literature by exploring the role of similarities in religious teaching in enhancing EP and OC. The HPMPs are complemented by the SRT that enhance OC thereby improving EP.Practical implicationsThis study paves way for addressing the OC problems being faced by the organizations. Organizational development interventions to enhance the OC and its effectiveness in overall performance enhancement are complemented by SRT. This becomes a trigger point for practitioners to initiate interventions based SRT.Originality/valueTill now, there is no evidence examining the role of moderated mediation based on the SRT complementing HPMPs.
目的本研究旨在探讨组织文化(OC)与员工绩效(EP)之间的调节中介作用,重点研究高绩效管理实践(HPMP)如何通过宗教教义的相似性(SRT)影响组织文化的间接效应,并对其进行测试。设计/方法/方法数据来自275名在职专业人员。采用偏最小二乘结构方程模型(PLS-SEM)进行数据分析。结果表明SRT介导了OC和EP之间的关系。HPMP通过增加OC对SRT的影响来增强EP。研究局限性/含义作为人力资源管理团队的人员和绩效管理的一部分,本研究通过探索宗教教学中的相似性在增强EP和OC中的作用,为OC文献做出了贡献。氟氯烃淘汰管理计划得到SRT的补充,SRT增强了OC,从而提高了EP。实际意义本研究为解决各组织面临的OC问题铺平了道路。SRT补充了组织发展干预措施,以增强OC及其在整体绩效提升中的有效性。这成为从业者启动基于SRT的干预措施的触发点。原始性/价值迄今为止,没有证据表明基于SRT补充HPMP的适度调解的作用。
{"title":"Moderated mediation between organizational culture and employee performance: the role of similarities in religious teachings and high-performance managerial practices","authors":"Anant Deogaonkar, Sampada Nanoty","doi":"10.1108/jibr-08-2022-0211","DOIUrl":"https://doi.org/10.1108/jibr-08-2022-0211","url":null,"abstract":"\u0000Purpose\u0000The purpose of this study is to investigate the moderated mediation between organizational culture (OC) and employee performance (EP), with a focus on how high-performance managerial practices (HPMPs) affect OC’s indirect effect via similarities in religious teachings (SRT), which was put to the test.\u0000\u0000\u0000Design/methodology/approach\u0000Data was collected from 275 working professionals. Partial least square structural equation modeling (PLS-SEM) was used for data analysis.\u0000\u0000\u0000Findings\u0000The results indicate that SRT mediate the relationship between OC and EP. HPMPs enhance EP by increasing the effect of OC on SRT.\u0000\u0000\u0000Research limitations/implications\u0000As a part of people and performance management as a function of the human resource management team this study contributes to OC literature by exploring the role of similarities in religious teaching in enhancing EP and OC. The HPMPs are complemented by the SRT that enhance OC thereby improving EP.\u0000\u0000\u0000Practical implications\u0000This study paves way for addressing the OC problems being faced by the organizations. Organizational development interventions to enhance the OC and its effectiveness in overall performance enhancement are complemented by SRT. This becomes a trigger point for practitioners to initiate interventions based SRT.\u0000\u0000\u0000Originality/value\u0000Till now, there is no evidence examining the role of moderated mediation based on the SRT complementing HPMPs.\u0000","PeriodicalId":45364,"journal":{"name":"Journal of Indian Business Research","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2023-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42202524","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: 1
United we stand: the entrepreneurs network and its role in overcoming crisis situations 团结一致:企业家网络及其在克服危机局势中的作用
IF 2.5 Q2 Business, Management and Accounting Pub Date : 2023-01-02 DOI: 10.1108/jibr-08-2022-0213
Subhalaxmi Mohapatra, Risha Roy
PurposeThe present study aims to understand the role of the network of a woman entrepreneur in helping the business during a crisis with a focus on the stakeholders, namely, the suppliers and the customers.Design/methodology/approachCase study method is used to address the research objectives and a case of a woman entrepreneur based in India is selected for the same purpose. An interpretive approach is used to understand the underlying phenomenon.FindingsThe analysis of the case illustrates how the three major aspects of the network, i.e. content, governance and structure, manifest from the supplier and the customers’ side and how do the same change during a crisis and may help the entrepreneur to overcome the crisis.Research limitations/implicationsThe present study contributes to the theory of “network success hypotheses of entrepreneurship theory” by offering a manifestation of the same during a crisis faced by the entire network of the entrepreneur.Practical implicationsThe findings provide insights on how an entrepreneur can use innovative ways of rethinking of the strategies during a crisis without compromising on the basic philosophy of the company.Originality/valueThe present study is one of a kind to identify the interplay between the entrepreneurial networks both from the customer and supplier sides of the firm during a crisis.
本研究旨在了解女性企业家的网络在危机期间帮助企业的作用,重点关注利益相关者,即供应商和客户。设计/方法/方法案例研究方法用于解决研究目标,并为同样的目的选择了印度女企业家的案例。一种解释的方法被用来理解潜在的现象。对案例的分析说明了网络的三个主要方面,即内容,治理和结构,如何从供应商和客户方面表现出来,以及在危机期间如何进行相同的变化,并可能帮助企业家克服危机。本研究通过在企业家的整个网络面临危机时提供相同的表现,为“企业家理论的网络成功假设”理论做出了贡献。实际意义研究结果为企业家如何在危机中使用创新的方式重新思考战略而不损害公司的基本理念提供了见解。原创性/价值本研究是一种识别在危机期间来自公司客户和供应商双方的创业网络之间相互作用的研究。
{"title":"United we stand: the entrepreneurs network and its role in overcoming crisis situations","authors":"Subhalaxmi Mohapatra, Risha Roy","doi":"10.1108/jibr-08-2022-0213","DOIUrl":"https://doi.org/10.1108/jibr-08-2022-0213","url":null,"abstract":"\u0000Purpose\u0000The present study aims to understand the role of the network of a woman entrepreneur in helping the business during a crisis with a focus on the stakeholders, namely, the suppliers and the customers.\u0000\u0000\u0000Design/methodology/approach\u0000Case study method is used to address the research objectives and a case of a woman entrepreneur based in India is selected for the same purpose. An interpretive approach is used to understand the underlying phenomenon.\u0000\u0000\u0000Findings\u0000The analysis of the case illustrates how the three major aspects of the network, i.e. content, governance and structure, manifest from the supplier and the customers’ side and how do the same change during a crisis and may help the entrepreneur to overcome the crisis.\u0000\u0000\u0000Research limitations/implications\u0000The present study contributes to the theory of “network success hypotheses of entrepreneurship theory” by offering a manifestation of the same during a crisis faced by the entire network of the entrepreneur.\u0000\u0000\u0000Practical implications\u0000The findings provide insights on how an entrepreneur can use innovative ways of rethinking of the strategies during a crisis without compromising on the basic philosophy of the company.\u0000\u0000\u0000Originality/value\u0000The present study is one of a kind to identify the interplay between the entrepreneurial networks both from the customer and supplier sides of the firm during a crisis.\u0000","PeriodicalId":45364,"journal":{"name":"Journal of Indian Business Research","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2023-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45474207","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: 1
Diversity as an innovative means to improve corporate governance: a new perspective 多元化作为改进公司治理的创新手段:一个新视角
IF 2.5 Q2 Business, Management and Accounting Pub Date : 2022-12-13 DOI: 10.1108/jibr-03-2022-0083
T. Leung, A. Sane
PurposeThe purpose of this study is to address the research gap about the impact of board and audit committee diversity (gender, ethnicity, age and education) on audit fee by using a balanced panel of listed firms in four Asian markets – Hong Kong, India, Malaysia and Singapore. The authors argue that a more diverse board and audit committee with the inclusion of females, international directors and directors of different education levels may act as a more effective and innovative mechanism to monitor and regulate important managerial decision such as audit fee.Design/methodology/approachThe authors use a two-stage framework to address the endogeneity issue and the random-effects panel model to control for firm heterogeneity on a balanced panel of 200 firms in four Asian regions over 2011–2013 to examine the hypotheses presented in this study.FindingsThe authors find that diversity is a factor determining the level of fees paid to audit firms. A more diverse board and audit committee may demand audit services involving differential effort. Firms with more international directors on board and in audit committee pay a higher fee. In addition, a more educationally diverse board and audit committee also pay a higher fee. In contrast, a significant negative relationship is found between audit committee gender diversity and audit fees, but not between board gender diversity and audit fees, suggesting that a more gender-diverse audit committee asks for less audit effort and pays a lower audit fee.Research limitations/implicationsThe findings of this study are based on three years of data from the largest 50 firms in four Asian regions, which limits the generalizability of the results. Like other cross-country studies, the analyses in this study also have problems in controlling for all unobservable factors related to cross-country differences in regulations or institutional environments. Diversity can take other forms, including experience, profession, tenure and marital status which are not a part of this study and lay the foundation for future research.Practical implicationsA firm with a more education-diverse board is more committed to quality monitoring and demands higher audit effort, and consequently, higher fees are paid to audit firms. More educationally diverse board and audit committee exercise more effective monitoring and prefer greater audit effort.Social implicationsFirms with more ethnic-diverse boards and audit committees may demand greater assurance for investor protection and pay higher audit fees. The complementary view of internal and external governance systems suggests more effective monitors may prefer additional protection through the purchase of more audit effort. The findings on education diversity and ethnic diversity are consistent with the argument of the complementary view.Originality/valueThis study highlights the significant impacts of diversity (gender, education and ethnicity) in the financial
目的本研究旨在通过使用香港、印度、马来西亚和新加坡四个亚洲市场上市公司的平衡小组,解决董事会和审计委员会多样性(性别、种族、年龄和教育程度)对审计费用影响的研究空白。作者认为,一个更多元化的董事会和审计委员会,包括女性、国际董事和不同教育水平的董事,可以作为一个更有效和创新的机制来监督和规范审计费用等重要管理决策。设计/方法论/方法作者使用两阶段框架来解决内生性问题,并使用随机效应面板模型来控制2011-2013年四个亚洲地区200家企业的平衡面板上的企业异质性,以检验本研究中提出的假设。研究结果作者发现,多样性是决定向审计公司支付费用水平的一个因素。更加多元化的董事会和审计委员会可能会要求提供涉及差异化努力的审计服务。董事会和审计委员会中有更多国际董事的公司支付更高的费用。此外,教育程度更多元化的董事会和审计委员会也要支付更高的费用。相比之下,审计委员会的性别多样性与审计费用之间存在显著的负相关关系,但董事会的性别多样性感到审计费用之间则没有,这表明性别多样性更强的审计委员会要求更少的审计工作,支付更低的审计费用。研究局限性/含义本研究的结果基于四个亚洲地区最大的50家公司三年的数据,这限制了结果的可推广性。与其他跨国研究一样,本研究中的分析在控制与法规或制度环境的跨国差异相关的所有不可观察因素方面也存在问题。多样性可以采取其他形式,包括经验、职业、任期和婚姻状况,这些都不是本研究的一部分,并为未来的研究奠定了基础。实际含义董事会教育程度更多元化的公司更致力于质量监控,要求更高的审计工作,因此,向审计公司支付的费用也更高。教育程度更多元化的董事会和审计委员会进行更有效的监督,并倾向于加大审计力度。社会影响拥有更多种族多元化董事会和审计委员会的公司可能会要求为投资者保护提供更大的保障,并支付更高的审计费。内部和外部治理系统的互补观点表明,更有效的监测人员可能更喜欢通过购买更多的审计工作来提供额外的保护。关于教育多样性和种族多样性的研究结果与互补观点的论点一致。原创性/价值本研究强调了多样性(性别、教育和种族)在财务报告过程中的重大影响。
{"title":"Diversity as an innovative means to improve corporate governance: a new perspective","authors":"T. Leung, A. Sane","doi":"10.1108/jibr-03-2022-0083","DOIUrl":"https://doi.org/10.1108/jibr-03-2022-0083","url":null,"abstract":"\u0000Purpose\u0000The purpose of this study is to address the research gap about the impact of board and audit committee diversity (gender, ethnicity, age and education) on audit fee by using a balanced panel of listed firms in four Asian markets – Hong Kong, India, Malaysia and Singapore. The authors argue that a more diverse board and audit committee with the inclusion of females, international directors and directors of different education levels may act as a more effective and innovative mechanism to monitor and regulate important managerial decision such as audit fee.\u0000\u0000\u0000Design/methodology/approach\u0000The authors use a two-stage framework to address the endogeneity issue and the random-effects panel model to control for firm heterogeneity on a balanced panel of 200 firms in four Asian regions over 2011–2013 to examine the hypotheses presented in this study.\u0000\u0000\u0000Findings\u0000The authors find that diversity is a factor determining the level of fees paid to audit firms. A more diverse board and audit committee may demand audit services involving differential effort. Firms with more international directors on board and in audit committee pay a higher fee. In addition, a more educationally diverse board and audit committee also pay a higher fee. In contrast, a significant negative relationship is found between audit committee gender diversity and audit fees, but not between board gender diversity and audit fees, suggesting that a more gender-diverse audit committee asks for less audit effort and pays a lower audit fee.\u0000\u0000\u0000Research limitations/implications\u0000The findings of this study are based on three years of data from the largest 50 firms in four Asian regions, which limits the generalizability of the results. Like other cross-country studies, the analyses in this study also have problems in controlling for all unobservable factors related to cross-country differences in regulations or institutional environments. Diversity can take other forms, including experience, profession, tenure and marital status which are not a part of this study and lay the foundation for future research.\u0000\u0000\u0000Practical implications\u0000A firm with a more education-diverse board is more committed to quality monitoring and demands higher audit effort, and consequently, higher fees are paid to audit firms. More educationally diverse board and audit committee exercise more effective monitoring and prefer greater audit effort.\u0000\u0000\u0000Social implications\u0000Firms with more ethnic-diverse boards and audit committees may demand greater assurance for investor protection and pay higher audit fees. The complementary view of internal and external governance systems suggests more effective monitors may prefer additional protection through the purchase of more audit effort. The findings on education diversity and ethnic diversity are consistent with the argument of the complementary view.\u0000\u0000\u0000Originality/value\u0000This study highlights the significant impacts of diversity (gender, education and ethnicity) in the financial ","PeriodicalId":45364,"journal":{"name":"Journal of Indian Business Research","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2022-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44864291","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: 2
A successful recipe for localization: a case of GIMP (GNU image manipulation program) 本地化的成功秘诀:以GNU图像操作程序GIMP为例
IF 2.5 Q2 Business, Management and Accounting Pub Date : 2022-12-13 DOI: 10.1108/jibr-07-2022-0177
S. B. Shirude, Manish R. Joshi
PurposeFree Open Source Softwares (FOSS) witnessed the development of many very good alternatives to proprietary softwares. These free softwares can be localized in several local languages. This paper aims to illustrate a very interesting empirical investigation on FOSS. Several significant benefits of localization are described in introduction and subsequent sections.Design/methodology/approachAlthough the localization process is standard and well documented for most of the FOSS, it is a more complex task as it involves coordination among developers, linguists and domain experts. Hence, a very few open source softwares are successfully localized in Indian languages. In this paper, the authors present an approach that they have used for GIMP (GNU Image Manipulation Program) software Marathikaran (localization in Marathi language) project of by Rajya Marathi Vikas Sanstha of Maharashtra Government (RMVS), India.FindingsThis localization project has been described by RMVS as a pilot project that would guide such similar localizations in many other Indian languages for other popular open source softwares.Social implicationsThe localization work overcomes the general misconception that regional languages are good only for communication (Boli Bhasha) but cannot be used for dissemination of knowledge (Gyan Bhasha). This work is notably contributing to language preservation, language revitalization and Digital India Initiative.Originality/valueThis work is the pioneering work in this domain for Marathi language with respect to GIMP. The authors presented systematic steps used to localize the GIMP software in Marathi language (from 2% to 100%).
目的自由开放源码软件(FOSS)见证了许多非常好的专有软件替代品的发展。这些免费软件可以用几种当地语言进行本地化。本文旨在说明一个非常有趣的关于自由和开放源码软件的实证调查。在引言和后续章节中介绍了本地化的几个重要好处。设计/方法论/方法尽管大多数自由和开放源码软件的本地化过程是标准的,并有充分的文件记录,但这是一项更复杂的任务,因为它涉及开发人员、语言学家和领域专家之间的协调。因此,很少有开源软件成功地用印度语言本地化。在本文中,作者提出了一种用于印度马哈拉施特拉邦政府(RMVS)的Rajya Marathi Vikas Sanssa的GIMP(GNU图像操作程序)软件Marathikaran(马拉地语本地化)项目的方法。发现这个本地化项目被RMVS描述为一个试点项目,将指导其他流行的开源软件在许多其他印度语言中进行类似的本地化。社会含义本地化工作克服了人们普遍的误解,即地区语言只利于交流(Boli Bhasha),而不能用于传播知识(Gyan Bhasha。这项工作对语言保护、语言振兴和数字印度倡议做出了显著贡献。独创性/价值这项工作是马拉地语在GIMP领域的开创性工作。作者介绍了用马拉地语(从2%到100%)本地化GIMP软件的系统步骤。
{"title":"A successful recipe for localization: a case of GIMP (GNU image manipulation program)","authors":"S. B. Shirude, Manish R. Joshi","doi":"10.1108/jibr-07-2022-0177","DOIUrl":"https://doi.org/10.1108/jibr-07-2022-0177","url":null,"abstract":"\u0000Purpose\u0000Free Open Source Softwares (FOSS) witnessed the development of many very good alternatives to proprietary softwares. These free softwares can be localized in several local languages. This paper aims to illustrate a very interesting empirical investigation on FOSS. Several significant benefits of localization are described in introduction and subsequent sections.\u0000\u0000\u0000Design/methodology/approach\u0000Although the localization process is standard and well documented for most of the FOSS, it is a more complex task as it involves coordination among developers, linguists and domain experts. Hence, a very few open source softwares are successfully localized in Indian languages. In this paper, the authors present an approach that they have used for GIMP (GNU Image Manipulation Program) software Marathikaran (localization in Marathi language) project of by Rajya Marathi Vikas Sanstha of Maharashtra Government (RMVS), India.\u0000\u0000\u0000Findings\u0000This localization project has been described by RMVS as a pilot project that would guide such similar localizations in many other Indian languages for other popular open source softwares.\u0000\u0000\u0000Social implications\u0000The localization work overcomes the general misconception that regional languages are good only for communication (Boli Bhasha) but cannot be used for dissemination of knowledge (Gyan Bhasha). This work is notably contributing to language preservation, language revitalization and Digital India Initiative.\u0000\u0000\u0000Originality/value\u0000This work is the pioneering work in this domain for Marathi language with respect to GIMP. The authors presented systematic steps used to localize the GIMP software in Marathi language (from 2% to 100%).\u0000","PeriodicalId":45364,"journal":{"name":"Journal of Indian Business Research","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2022-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48626930","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
Understanding platform strategies for consumer stickiness on OTT platforms 了解OTT平台上消费者粘性的平台策略
IF 2.5 Q2 Business, Management and Accounting Pub Date : 2022-11-24 DOI: 10.1108/jibr-04-2021-0122
Gurpreet Kour, Bhavika Chhabria
PurposeExtant literature in Video on Demand (VoD) has taken the consumer perspective; however, the stakeholder perspective is largely neglected. This paper aims to fill this gap by understanding the strategies to enhance the experience and engage customers from the supplier’s point of view. The purpose of the study is to identify and analyse strategies adopted by over-the-top (OTT) platforms that ensure consumer loyalty in the VoD space.Design/methodology/approachUsing a qualitative approach and inductive qualitative design, the authors interviewed 16 industry experts associated with OTT platforms in India and people handling various marketing-related positions. Data collected included topics related to industry landscape, the value created for a customer, consumer experience, engagement and platform stickiness. Thematic analysis was used to find meaningful semantic elements.FindingsThis study has found that consumer experience, content differentiation, consumer sense-making and engagement and platform extension as value enhancers as the key strategies been adopted in the Indian context, thereby leading to a platform’s stickiness.Research limitations/implicationsThis research offers insights to policymakers of content, digital platforms, media practitioners and managers that are drawing consumers influenced by platform strategies.Practical implicationsThis research provides insights to content policy makers, digital platform leaders, media practitioners, and managers who are influencing consumers through platform strategies.Social implicationsThe research could help entrepreneurs and marketers understand the perspectives of stakeholders in the VoD industry in India.Originality/valueThe study encourages researchers to explore the concept of stickiness, which may or may not be equivalent to loyalty. It is important to focus on quality, frequency, and regular reminders to help customers return to the same platform in the short term.
目的:视频点播(VoD)的现有文献都是从消费者的角度出发的;然而,利益相关者的观点在很大程度上被忽视了。本文旨在通过理解策略来填补这一空白,以增强体验,并从供应商的角度吸引客户。本研究的目的是识别和分析OTT平台采用的策略,以确保消费者对VoD的忠诚度。采用定性方法和归纳定性设计,作者采访了16位与印度OTT平台相关的行业专家和处理各种营销相关职位的人员。收集的数据包括与行业格局、为客户创造的价值、消费者体验、参与度和平台粘性相关的主题。主位分析用于寻找有意义的语义元素。本研究发现,在印度,消费者体验、内容差异化、消费者感知和参与以及平台扩展是价值提升的关键策略,从而导致了平台的粘性。研究局限/启示本研究为内容政策制定者、数字平台、媒体从业者和管理者提供了见解,这些决策者正在吸引受平台战略影响的消费者。本研究为内容政策制定者、数字平台领导者、媒体从业者和通过平台战略影响消费者的管理者提供了见解。社会意义这项研究可以帮助企业家和营销人员了解印度视频点播行业利益相关者的观点。独创性/价值本研究鼓励研究人员探索粘性的概念,粘性可能等同于忠诚度,也可能不等同于忠诚度。重要的是要关注质量、频率和定期提醒,以帮助客户在短期内回到同一个平台。
{"title":"Understanding platform strategies for consumer stickiness on OTT platforms","authors":"Gurpreet Kour, Bhavika Chhabria","doi":"10.1108/jibr-04-2021-0122","DOIUrl":"https://doi.org/10.1108/jibr-04-2021-0122","url":null,"abstract":"\u0000Purpose\u0000Extant literature in Video on Demand (VoD) has taken the consumer perspective; however, the stakeholder perspective is largely neglected. This paper aims to fill this gap by understanding the strategies to enhance the experience and engage customers from the supplier’s point of view. The purpose of the study is to identify and analyse strategies adopted by over-the-top (OTT) platforms that ensure consumer loyalty in the VoD space.\u0000\u0000\u0000Design/methodology/approach\u0000Using a qualitative approach and inductive qualitative design, the authors interviewed 16 industry experts associated with OTT platforms in India and people handling various marketing-related positions. Data collected included topics related to industry landscape, the value created for a customer, consumer experience, engagement and platform stickiness. Thematic analysis was used to find meaningful semantic elements.\u0000\u0000\u0000Findings\u0000This study has found that consumer experience, content differentiation, consumer sense-making and engagement and platform extension as value enhancers as the key strategies been adopted in the Indian context, thereby leading to a platform’s stickiness.\u0000\u0000\u0000Research limitations/implications\u0000This research offers insights to policymakers of content, digital platforms, media practitioners and managers that are drawing consumers influenced by platform strategies.\u0000\u0000\u0000Practical implications\u0000This research provides insights to content policy makers, digital platform leaders, media practitioners, and managers who are influencing consumers through platform strategies.\u0000\u0000\u0000Social implications\u0000The research could help entrepreneurs and marketers understand the perspectives of stakeholders in the VoD industry in India.\u0000\u0000\u0000Originality/value\u0000The study encourages researchers to explore the concept of stickiness, which may or may not be equivalent to loyalty. It is important to focus on quality, frequency, and regular reminders to help customers return to the same platform in the short term.\u0000","PeriodicalId":45364,"journal":{"name":"Journal of Indian Business Research","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2022-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42126050","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: 1
期刊
Journal of Indian Business Research
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1