首页 > 最新文献

Eurasian Business Review最新文献

英文 中文
An empirical study of professionals’ experiential learning in Japan 日本专业人员体验式学习的实证研究
IF 3.5 3区 管理学 Q1 Economics, Econometrics and Finance Pub Date : 2024-05-30 DOI: 10.1007/s40821-024-00274-7
Xuemei Shi, Ryuichi Nakamoto

This study examined the experiential learning of professionals and empirically analyzed the learning effect. As many professional studies have pointed out, professionals must continue to learn and improve their expertise throughout their careers to deliver higher-quality services. Experiential learning is a crucial subject for understanding the construction of professional knowledge. However, not much research has been accumulated. This study categorized professionals’ experience into four subcategories, each exploring the specific effects, distinguishing from previous research conceptualizing experience as a bundle. These four categories are broad experience, task-specific experience, breadth of experience, and depth of experience. Utilizing a dataset of 722 Japanese patent attorneys who owned individual firms, we analyzed panel data from 2002 to 2010. Regression analysis was employed to investigate the effect of patent attorney experience on two performance measures: patent grant rate and grant lag (i.e., time to patent registration). The results show that broad experience and breadth of experience positively impact the rate of patent grants. Additionally, broad experience and depth of experience help reduce the time taken for patent registration. The results are generally consistent with existing studies. However, task-specific experience has a negative effect on patent grant rate, contrary to previous research. This study provided insight into a deeper understanding of the learning curve and the underlying mechanism of professionals’ individual experiential learning. Also, this study added new insights by conducting empirical research in the Asian context since most previous studies have focused on Western professionals.

本研究考察了专业人员的体验式学习,并对学习效果进行了实证分析。正如许多专业研究指出的那样,专业人员必须在其职业生涯中不断学习和提高专业知识,以提供更高质量的服务。经验学习是了解专业知识建构的一个重要课题。然而,这方面的研究积累并不多。本研究将专业人员的经验分为四个子类别,分别探讨其具体影响,有别于以往将经验概念化的研究。这四个类别分别是广泛经验、特定任务经验、经验广度和经验深度。我们利用 722 名拥有个人公司的日本专利代理人的数据集,分析了 2002 年至 2010 年的面板数据。我们采用回归分析法研究了专利代理人经验对专利授权率和授权滞后(即专利注册时间)这两个绩效指标的影响。结果显示,广泛的经验和经验广度对专利授权率有积极影响。此外,经验的广度和深度也有助于缩短专利注册所需的时间。结果与现有研究基本一致。然而,与以往研究相反,特定任务的经验对专利授权率有负面影响。本研究有助于深入理解学习曲线和专业人员个人经验性学习的内在机制。此外,本研究还通过在亚洲背景下开展实证研究增加了新的见解,因为之前的大多数研究都侧重于西方专业人士。
{"title":"An empirical study of professionals’ experiential learning in Japan","authors":"Xuemei Shi, Ryuichi Nakamoto","doi":"10.1007/s40821-024-00274-7","DOIUrl":"https://doi.org/10.1007/s40821-024-00274-7","url":null,"abstract":"<p>This study examined the experiential learning of professionals and empirically analyzed the learning effect. As many professional studies have pointed out, professionals must continue to learn and improve their expertise throughout their careers to deliver higher-quality services. Experiential learning is a crucial subject for understanding the construction of professional knowledge. However, not much research has been accumulated. This study categorized professionals’ experience into four subcategories, each exploring the specific effects, distinguishing from previous research conceptualizing experience as a bundle. These four categories are broad experience, task-specific experience, breadth of experience, and depth of experience. Utilizing a dataset of 722 Japanese patent attorneys who owned individual firms, we analyzed panel data from 2002 to 2010. Regression analysis was employed to investigate the effect of patent attorney experience on two performance measures: patent grant rate and grant lag (i.e., time to patent registration). The results show that broad experience and breadth of experience positively impact the rate of patent grants. Additionally, broad experience and depth of experience help reduce the time taken for patent registration. The results are generally consistent with existing studies. However, task-specific experience has a negative effect on patent grant rate, contrary to previous research. This study provided insight into a deeper understanding of the learning curve and the underlying mechanism of professionals’ individual experiential learning. Also, this study added new insights by conducting empirical research in the Asian context since most previous studies have focused on Western professionals.</p>","PeriodicalId":51741,"journal":{"name":"Eurasian Business Review","volume":null,"pages":null},"PeriodicalIF":3.5,"publicationDate":"2024-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141196491","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The new government–business relationship and corporate philanthropy: An analysis based on political motivation 新型政商关系与企业慈善事业:基于政治动机的分析
IF 3.5 3区 管理学 Q1 Economics, Econometrics and Finance Pub Date : 2024-05-18 DOI: 10.1007/s40821-024-00269-4
Lin Zhou, Xiao Liu

There has long been debate about whether the motives for corporate philanthropy are selfish or altruistic in nature. This study takes A-share listed companies on the Shanghai and Shenzhen stock exchanges in China from 2016 to 2019 as the research object and analyzes China’s new government–business relationship based on institutional theory. The results show that the new government–business relationship, which is characterized by being close and unsullied, has a significant inhibitory effect on corporate philanthropy. To be specific, the closer and more unsullied the government–business relationship in the region where the firm is located, the lower its level of corporate philanthropy, thus supporting the hypothesis of selfish—and especially political—motivation. A heterogeneity analysis shows that compared with private enterprises and enterprises in areas with high levels of marketization, the new government–business relationship has a less inhibitory effect on the philanthropic efforts of state-owned enterprises and enterprises in areas with lower levels of marketization. Conditional testing shows that the purpose of corporate philanthropy is to obtain more economic resources such as bank loans, government subsidies, and tax incentives. Finally, the improvement in the government–business relationship reduces the economic resources that enterprises obtain from the government, thus indicating that the political motivation for corporate philanthropy will be mitigated after the change in that relationship. The results of this study clarify the actual motives underlying corporate philanthropy and provide empirical evidence for the government to reference when establishing and adjusting the government–business relationship.

长期以来,关于企业慈善动机的本质是利己还是利他一直存在争议。本研究以 2016 年至 2019 年我国沪深交易所 A 股上市公司为研究对象,基于制度理论分析我国新型政商关系。结果表明,以密切、无污点为特征的新型政商关系对企业慈善事业具有显著的抑制作用。具体来说,企业所在地区的政商关系越密切、越无污点,企业的慈善水平就越低,从而支持了自私动机--尤其是政治动机--的假设。异质性分析表明,与民营企业和市场化水平较高地区的企业相比,新型政商关系对国有企业和市场化水平较低地区的企业慈善事业的抑制作用较小。条件检验表明,企业慈善的目的是为了获得更多的经济资源,如银行贷款、政府补贴和税收优惠等。最后,政商关系的改善减少了企业从政府获得的经济资源,从而表明政商关系改变后,企业慈善的政治动机将得到缓解。本研究的结果澄清了企业慈善的实际动机,为政府建立和调整政商关系提供了实证参考。
{"title":"The new government–business relationship and corporate philanthropy: An analysis based on political motivation","authors":"Lin Zhou, Xiao Liu","doi":"10.1007/s40821-024-00269-4","DOIUrl":"https://doi.org/10.1007/s40821-024-00269-4","url":null,"abstract":"<p>There has long been debate about whether the motives for corporate philanthropy are selfish or altruistic in nature. This study takes A-share listed companies on the Shanghai and Shenzhen stock exchanges in China from 2016 to 2019 as the research object and analyzes China’s new government–business relationship based on institutional theory. The results show that the new government–business relationship, which is characterized by being close and unsullied, has a significant inhibitory effect on corporate philanthropy. To be specific, the closer and more unsullied the government–business relationship in the region where the firm is located, the lower its level of corporate philanthropy, thus supporting the hypothesis of selfish—and especially political—motivation. A heterogeneity analysis shows that compared with private enterprises and enterprises in areas with high levels of marketization, the new government–business relationship has a less inhibitory effect on the philanthropic efforts of state-owned enterprises and enterprises in areas with lower levels of marketization. Conditional testing shows that the purpose of corporate philanthropy is to obtain more economic resources such as bank loans, government subsidies, and tax incentives. Finally, the improvement in the government–business relationship reduces the economic resources that enterprises obtain from the government, thus indicating that the political motivation for corporate philanthropy will be mitigated after the change in that relationship. The results of this study clarify the actual motives underlying corporate philanthropy and provide empirical evidence for the government to reference when establishing and adjusting the government–business relationship.</p>","PeriodicalId":51741,"journal":{"name":"Eurasian Business Review","volume":null,"pages":null},"PeriodicalIF":3.5,"publicationDate":"2024-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141062880","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The impact of digital transformation on firm performance: a perspective from enterprise risk management 数字化转型对企业绩效的影响:企业风险管理的视角
IF 3.5 3区 管理学 Q1 Economics, Econometrics and Finance Pub Date : 2024-05-16 DOI: 10.1007/s40821-024-00264-9
Na Xu, Wendong Lv, Junli Wang
{"title":"The impact of digital transformation on firm performance: a perspective from enterprise risk management","authors":"Na Xu, Wendong Lv, Junli Wang","doi":"10.1007/s40821-024-00264-9","DOIUrl":"https://doi.org/10.1007/s40821-024-00264-9","url":null,"abstract":"","PeriodicalId":51741,"journal":{"name":"Eurasian Business Review","volume":null,"pages":null},"PeriodicalIF":3.5,"publicationDate":"2024-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140969209","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multifactor productivity growth enhancers across industries and countries: firm-level evidence 跨行业和国家的多要素生产率增长促进因素:公司层面的证据
IF 3.5 3区 管理学 Q1 Economics, Econometrics and Finance Pub Date : 2024-05-07 DOI: 10.1007/s40821-024-00265-8
Ryota Nakatani
{"title":"Multifactor productivity growth enhancers across industries and countries: firm-level evidence","authors":"Ryota Nakatani","doi":"10.1007/s40821-024-00265-8","DOIUrl":"https://doi.org/10.1007/s40821-024-00265-8","url":null,"abstract":"","PeriodicalId":51741,"journal":{"name":"Eurasian Business Review","volume":null,"pages":null},"PeriodicalIF":3.5,"publicationDate":"2024-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141003442","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Correction: Time varying effects in survival analysis: a novel data-driven method for drift identification and variable selection 更正:生存分析中的时变效应:漂移识别和变量选择的数据驱动新方法
IF 3.5 3区 管理学 Q1 Economics, Econometrics and Finance Pub Date : 2024-04-30 DOI: 10.1007/s40821-024-00266-7
Zakaria Babutsidze, Marco Guerzoni, Luigi Riso
{"title":"Correction: Time varying effects in survival analysis: a novel data-driven method for drift identification and variable selection","authors":"Zakaria Babutsidze, Marco Guerzoni, Luigi Riso","doi":"10.1007/s40821-024-00266-7","DOIUrl":"https://doi.org/10.1007/s40821-024-00266-7","url":null,"abstract":"","PeriodicalId":51741,"journal":{"name":"Eurasian Business Review","volume":null,"pages":null},"PeriodicalIF":3.5,"publicationDate":"2024-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140837586","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
CEO age and firm innovation: evidence from IT industry in Korea 首席执行官年龄与企业创新:来自韩国 IT 行业的证据
IF 3.5 3区 管理学 Q1 Economics, Econometrics and Finance Pub Date : 2024-04-13 DOI: 10.1007/s40821-024-00262-x
Jeongdae Yim, Minju Kang

This paper investigates the relationship between CEO age and firm innovation measured as innovation productivity (i.e., the number of patent applications) and innovation scope (i.e., technological proximity). Using a sample of 8589 firm-years that eliminate differences in characteristics between firms with young CEOs versus old CEOs, listed in the Korean stock markets for the sample period of 2002–2016, we document that a firm’s innovation productivity or innovation scope decreases in CEO age. We also report that younger CEOs in IT firms are more likely to participate in firm innovation than those in non-IT firms. Our main results are robust in Tobit, Poisson, and negative binomial regressions and in specification of CEO-fixed effect models. We also find same results in further analyses considering CEO tenure, firm age, and CEO overconfidence. Taken together, younger CEOs in IT firms may be more motivated to signal their innovativeness to the CEO market to be regarded as outstanding innovators or adventurous innovators, which supports managerial signaling hypothesis for young CEOs.

本文研究了首席执行官年龄与以创新生产力(即专利申请数量)和创新范围(即技术接近程度)衡量的公司创新之间的关系。我们使用 2002-2016 年期间在韩国股票市场上市的 8589 个公司年样本,消除了年轻 CEO 与年长 CEO 公司之间的特征差异,结果表明,CEO 年龄越大,公司的创新生产率或创新范围越小。我们还发现,与非信息技术公司的年轻首席执行官相比,信息技术公司的年轻首席执行官更有可能参与公司创新。我们的主要结果在 Tobit、Poisson 和负二叉回归以及 CEO 固定效应模型中都是稳健的。在考虑首席执行官任期、公司年龄和首席执行官过度自信的进一步分析中,我们也发现了相同的结果。综上所述,IT 企业中年轻的首席执行官可能更愿意向首席执行官市场发出创新信号,以被视为杰出的创新者或富有冒险精神的创新者,这支持了年轻首席执行官的管理信号假说。
{"title":"CEO age and firm innovation: evidence from IT industry in Korea","authors":"Jeongdae Yim, Minju Kang","doi":"10.1007/s40821-024-00262-x","DOIUrl":"https://doi.org/10.1007/s40821-024-00262-x","url":null,"abstract":"<p>This paper investigates the relationship between CEO age and firm innovation measured as innovation productivity (i.e., the number of patent applications) and innovation scope (i.e., technological proximity). Using a sample of 8589 firm-years that eliminate differences in characteristics between firms with young CEOs versus old CEOs, listed in the Korean stock markets for the sample period of 2002–2016, we document that a firm’s innovation productivity or innovation scope decreases in CEO age. We also report that younger CEOs in IT firms are more likely to participate in firm innovation than those in non-IT firms. Our main results are robust in Tobit, Poisson, and negative binomial regressions and in specification of CEO-fixed effect models. We also find same results in further analyses considering CEO tenure, firm age, and CEO overconfidence. Taken together, younger CEOs in IT firms may be more motivated to signal their innovativeness to the CEO market to be regarded as outstanding innovators or adventurous innovators, which supports managerial signaling hypothesis for young CEOs.</p>","PeriodicalId":51741,"journal":{"name":"Eurasian Business Review","volume":null,"pages":null},"PeriodicalIF":3.5,"publicationDate":"2024-04-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140594920","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Family ownership, control, and firm performance: Does gender diversity matter? 家族所有权、控制权和公司业绩:性别多样性重要吗?
IF 3.5 3区 管理学 Q1 Economics, Econometrics and Finance Pub Date : 2024-03-21 DOI: 10.1007/s40821-024-00256-9

Abstract

This study investigates the influence of family ownership and family control on firm performance while considering the moderating effect of gender diversity. Utilising a dataset of 226 nonfinancial firms listed on Pakistan Stock Exchange spanning from 2008 to 2019, the paper employs the Generalized Method of Moments (GMM) estimation to test the proposed hypotheses. Additionally, the paper uses ordinary least squares regression (OLS) analysis, industry-adjusted measures of firm performance, difference-in-difference (DID) estimation, and Blau and Shannon index to confirm the results. The findings indicate that family ownership and control positively affect firm performance. This relationship is further enhanced by the presence of female directors on the board. Using the agency theory and stewardship theory frameworks, the paper delves into the dynamics of agency conflict and family owner behavior within family firms, highlighting the role of gender-diverse boards. Overall, the analysis reveals that family owners, motivated by a strong attachment to their businesses and a desire to preserve socio-emotional wealth, tend to adopt a stewardship role, thereby mitigating principal-principal conflicts within our sample firms. The study contributes to the literature on family businesses by elucidating the behavior of such firms within an emerging economy context and revealing the role of gender diversity in the presence of family ownership. The findings suggest useful implications for investors regarding the positive influence of family owners on firm performance and underscore the importance for policymakers to prioritize female career development and professional growth. This, in turn, can yield economic benefits through the integration of female directors in boardrooms, thereby reducing agency costs and enhancing overall governance structures within firms.

摘要 本研究探讨了家族所有权和家族控制权对公司业绩的影响,同时考虑了性别多样性的调节作用。本文利用巴基斯坦证券交易所上市的 226 家非金融企业的数据集(时间跨度为 2008 年至 2019 年),采用广义矩量法(GMM)进行估计,以检验提出的假设。此外,本文还采用了普通最小二乘法回归(OLS)分析、行业调整后的公司业绩衡量标准、差分估计(DID)以及布劳和香农指数来证实结果。研究结果表明,家族所有权和控制权会对企业绩效产生积极影响。董事会中女性董事的存在进一步增强了这种关系。本文利用代理理论和管家理论框架,深入探讨了家族企业中代理冲突和家族所有者行为的动态变化,强调了性别多元化董事会的作用。总体而言,分析表明,家族所有者出于对企业的强烈感情和保护社会情感财富的愿望,倾向于扮演管理者的角色,从而缓解样本企业中的委托人与负责人之间的冲突。本研究阐明了家族企业在新兴经济体背景下的行为,揭示了性别多样性在家族所有权中的作用,从而为有关家族企业的文献做出了贡献。研究结果为投资者提供了家族所有者对公司业绩产生积极影响的有益启示,并强调了政策制定者优先考虑女性职业发展和专业成长的重要性。这反过来又可以通过将女性董事纳入董事会产生经济效益,从而降低代理成本,加强公司内部的整体治理结构。
{"title":"Family ownership, control, and firm performance: Does gender diversity matter?","authors":"","doi":"10.1007/s40821-024-00256-9","DOIUrl":"https://doi.org/10.1007/s40821-024-00256-9","url":null,"abstract":"<h3>Abstract</h3> <p>This study investigates the influence of family ownership and family control on firm performance while considering the moderating effect of gender diversity. Utilising a dataset of 226 nonfinancial firms listed on Pakistan Stock Exchange spanning from 2008 to 2019, the paper employs the Generalized Method of Moments (GMM) estimation to test the proposed hypotheses. Additionally, the paper uses ordinary least squares regression (OLS) analysis, industry-adjusted measures of firm performance, difference-in-difference (DID) estimation, and Blau and Shannon index to confirm the results. The findings indicate that family ownership and control positively affect firm performance. This relationship is further enhanced by the presence of female directors on the board. Using the agency theory and stewardship theory frameworks, the paper delves into the dynamics of agency conflict and family owner behavior within family firms, highlighting the role of gender-diverse boards. Overall, the analysis reveals that family owners, motivated by a strong attachment to their businesses and a desire to preserve socio-emotional wealth, tend to adopt a stewardship role, thereby mitigating principal-principal conflicts within our sample firms. The study contributes to the literature on family businesses by elucidating the behavior of such firms within an emerging economy context and revealing the role of gender diversity in the presence of family ownership. The findings suggest useful implications for investors regarding the positive influence of family owners on firm performance and underscore the importance for policymakers to prioritize female career development and professional growth. This, in turn, can yield economic benefits through the integration of female directors in boardrooms, thereby reducing agency costs and enhancing overall governance structures within firms.</p>","PeriodicalId":51741,"journal":{"name":"Eurasian Business Review","volume":null,"pages":null},"PeriodicalIF":3.5,"publicationDate":"2024-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140203524","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
In a world of Open Finance, are customers willing to share data? An analysis of the data-driven insurance business 在开放金融的世界里,客户愿意共享数据吗?对数据驱动型保险业务的分析
IF 3.5 3区 管理学 Q1 Economics, Econometrics and Finance Pub Date : 2024-03-18 DOI: 10.1007/s40821-024-00263-w
Laura Grassi

In the financial system, the customers’ willingness to share their data is pivotal, because otherwise, banks and insurance companies are powerless to build on customer data. The key step now is to understand whether there is such willingness and what form it takes. In this study, we investigate how willing customers are to share various kinds of data (on physical health, home, driving style, travel, family, social networks) with their insurance company, in return for different rewards (customised products and services, reduced insurance claims risk and insurance premiums adjusted to personal habits and behaviour). Applying the privacy calculus framework to 1501 responses in a web-based survey, we found that rewards, especially when financial, such as insurance premium benefits, play a pivotal role in driving customer decisions about sharing data. Furthermore, customers associate the data they are asked to share with different levels of privacy, influencing their willingness to share. We also found that, when customers are asked to share various kinds of data in return for different rewards, their own personal innovativeness comes into play. Our findings suggest that, in the data-driven insurance business, different rewards offered in return for specific types of data could help companies minimise the “data acquisition cost” and maximise the data collected. In the era of open data, insurers can explore the many opportunities for segmentation, but new kinds of financial exclusion could emerge, resulting in potential biases and thus misinterpretations should analytics and artificial intelligence models be built upon these premises.

在金融系统中,客户共享数据的意愿至关重要,否则银行和保险公司就无法利用客户数据。现在的关键步骤是了解客户是否愿意共享数据以及共享数据的形式。在本研究中,我们调查了客户与保险公司分享各种数据(关于身体健康、家庭、驾驶风格、旅行、家庭、社交网络)以换取不同回报(定制产品和服务、降低保险理赔风险以及根据个人习惯和行为调整保险费)的意愿。通过对网络调查中的 1501 个回答应用隐私计算框架,我们发现,奖励(尤其是经济奖励,如保险费优惠)在推动客户决定是否共享数据方面发挥着关键作用。此外,客户会将要求他们共享的数据与不同程度的隐私联系起来,从而影响他们共享数据的意愿。我们还发现,当客户被要求分享各种数据以换取不同回报时,他们的个人创新能力也会发挥作用。我们的研究结果表明,在数据驱动的保险业务中,以不同的奖励换取特定类型的数据可以帮助公司最大限度地降低 "数据获取成本",并最大限度地收集数据。在开放数据时代,保险公司可以探索细分市场的许多机会,但如果分析和人工智能模型建立在这些前提之上,可能会出现新的金融排斥,从而导致潜在的偏见和误读。
{"title":"In a world of Open Finance, are customers willing to share data? An analysis of the data-driven insurance business","authors":"Laura Grassi","doi":"10.1007/s40821-024-00263-w","DOIUrl":"https://doi.org/10.1007/s40821-024-00263-w","url":null,"abstract":"<p>In the financial system, the customers’ willingness to share their data is pivotal, because otherwise, banks and insurance companies are powerless to build on customer data. The key step now is to understand whether there is such willingness and what form it takes. In this study, we investigate how willing customers are to share various kinds of data (on physical health, home, driving style, travel, family, social networks) with their insurance company, in return for different rewards (customised products and services, reduced insurance claims risk and insurance premiums adjusted to personal habits and behaviour). Applying the privacy calculus framework to 1501 responses in a web-based survey, we found that rewards, especially when financial, such as insurance premium benefits, play a pivotal role in driving customer decisions about sharing data. Furthermore, customers associate the data they are asked to share with different levels of privacy, influencing their willingness to share. We also found that, when customers are asked to share various kinds of data in return for different rewards, their own personal innovativeness comes into play. Our findings suggest that, in the data-driven insurance business, different rewards offered in return for specific types of data could help companies minimise the “data acquisition cost” and maximise the data collected. In the era of open data, insurers can explore the many opportunities for segmentation, but new kinds of financial exclusion could emerge, resulting in potential biases and thus misinterpretations should analytics and artificial intelligence models be built upon these premises.</p>","PeriodicalId":51741,"journal":{"name":"Eurasian Business Review","volume":null,"pages":null},"PeriodicalIF":3.5,"publicationDate":"2024-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140153384","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Why is economics the only discipline with so many curves going up and down? There is an alternative 为什么经济学是唯一一门有如此多曲线上升和下降的学科?有一种替代方法
IF 3.5 3区 管理学 Q1 Economics, Econometrics and Finance Pub Date : 2024-02-29 DOI: 10.1007/s40821-024-00253-y
Giovanni Dosi

Even the most rudimentary training from Economics 101 starts with demand curves going down and supply curves going up. They are so ‘natural’ that they sound even more obvious than the Euclidian postulates in mathematics. But are they? What do they actually mean? Start with “demand curves”. Are they hypothetical ‘psychological constructs’ on individual preferences? Propositions on aggregation over them? Reduced forms of actual dynamic proposition of time profiles of prices and demanded quantities? Similar considerations apply to “supply curves” The point here, drawing upon the chapter by Kirman and Dosi, in Dosi (Dosi, Foundations of Complex Evolving Economies Innovation, Organization and Industrial Dynamics, Oxford University Press, 2023), is that the forest of demand and supply curves is basically there to populate the analysis with double axiomatic notions of equilibria, both ‘in the head’ of individual agents, and in environments in which they operate. Supply and demand “curves”, I am arguing, are one of the three major methodological stumbling blocks on the way of progress in economics, the other related ones being ‘utility functions’ and ‘production functions’. There is an alternative: represent markets and industries how they actually works, and model them both via fully fledged Agent Based Models and via lower dimensional dynamical systems.

即使是最基本的《经济学 101》培训,也是从需求曲线下降和供给曲线上升开始的。它们如此 "自然",听起来甚至比数学中的欧几里得公设还要明显。但真的是这样吗?它们究竟意味着什么?从 "需求曲线 "开始。它们是关于个人偏好的假设性 "心理建构 "吗?对它们进行汇总的命题?价格和需求量的时间曲线的实际动态命题的还原形式?类似的考虑也适用于 "供给曲线"。在此,我们借鉴多西(多西,《复杂演化经济的基础--创新、组织和产业动力学》,牛津大学出版社,2023 年)所著的基尔曼和多西的章节,指出需求和供给曲线之林的存在,基本上是为了在分析中充实均衡的双重公理概念,既包括个体行为主体 "头脑中 "的均衡,也包括个体行为主体所处环境中的均衡。我认为,供求 "曲线 "是经济学进步道路上的三大方法论绊脚石之一,其他相关的绊脚石是 "效用函数 "和 "生产函数"。我们有另一种选择:用市场和产业的实际运作方式来表现它们,并通过成熟的代理模型和低维动态系统来模拟它们。
{"title":"Why is economics the only discipline with so many curves going up and down? There is an alternative","authors":"Giovanni Dosi","doi":"10.1007/s40821-024-00253-y","DOIUrl":"https://doi.org/10.1007/s40821-024-00253-y","url":null,"abstract":"<p>Even the most rudimentary training from Economics 101 starts with demand curves going down and supply curves going up. They are so ‘natural’ that they sound even more obvious than the Euclidian postulates in mathematics. But are they? What do they actually mean? Start with “demand curves”. Are they <i>hypothetical ‘psychological constructs’</i> on individual preferences? Propositions on <i>aggregation</i> over them? Reduced forms of actual <i>dynamic</i> proposition of time profiles of prices and demanded quantities? Similar considerations apply to “supply curves” The point here, drawing upon the chapter by Kirman and Dosi, in Dosi (Dosi, Foundations of Complex Evolving Economies Innovation, Organization and Industrial Dynamics, Oxford University Press, 2023), is that the forest of demand and supply curves is basically there to populate the analysis with <i>double axiomatic notions of equilibria</i>, both ‘in the head’ of individual agents, and in environments in which they operate. Supply and demand “curves”, I am arguing, are one of the three major methodological stumbling blocks on the way of progress in economics, the other related ones being ‘utility functions’ and ‘production functions’. There is an alternative: represent markets and industries <i>how they actually works</i>, and model them both via fully fledged Agent Based Models and via lower dimensional dynamical systems.</p>","PeriodicalId":51741,"journal":{"name":"Eurasian Business Review","volume":null,"pages":null},"PeriodicalIF":3.5,"publicationDate":"2024-02-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140010806","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Time varying effects in survival analysis: a novel data-driven method for drift identification and variable selection 生存分析中的时变效应:漂移识别和变量选择的数据驱动新方法
IF 3.5 3区 管理学 Q1 Economics, Econometrics and Finance Pub Date : 2024-02-26 DOI: 10.1007/s40821-024-00260-z

Abstract

In this paper we address the problem of survival models when high-dimensional panel data are available. We discuss two related issues: The first one concerns the issue of variable selection and the second one deals with the stability over time of such a selection, since presence of time dimension in survival data requires explicit treatment of evolving socio-economic context. We show how graphical models can serve two purposes. First they serve as the input for a first algorithm to to assess the temporal stability of the data: Secondly, allow the deployment of a second algorithm which partially automates the process of variable selection, while retaining the option to incorporate domain expertise in the process of empirical model-building. To put our proposed methodology to the test, we utilize a dataset comprising Italian firms funded in 2009 and we study the survival of these entities over the period of 10 years. In addition to revealing significant volatility in the set of variables explaining firm exit over the years, our novel methodology enables us to offer a more nuanced perspective than the conventional one regarding the critical roles played by traditional variables such as industrial sector, geographical location, and innovativeness in firm survival.

摘要 本文探讨了有高维面板数据时的生存模型问题。我们讨论了两个相关问题:第一个问题涉及变量选择,第二个问题涉及这种选择随时间变化的稳定性,因为生存数据中时间维度的存在要求明确处理不断变化的社会经济背景。我们展示了图形模型如何实现两个目的。首先,它们可以作为第一种算法的输入,以评估数据的时间稳定性:其次,允许部署第二种算法,使变量选择过程部分自动化,同时保留将领域专业知识纳入经验模型构建过程的选项。为了检验我们提出的方法,我们利用了 2009 年获得融资的意大利公司数据集,研究了这些实体在 10 年间的生存情况。除了揭示了多年来解释企业退出的变量集的显著波动性之外,我们的新方法还使我们能够提供比传统方法更细致的视角,来看待工业部门、地理位置和创新能力等传统变量在企业生存中所发挥的关键作用。
{"title":"Time varying effects in survival analysis: a novel data-driven method for drift identification and variable selection","authors":"","doi":"10.1007/s40821-024-00260-z","DOIUrl":"https://doi.org/10.1007/s40821-024-00260-z","url":null,"abstract":"<h3>Abstract</h3> <p>In this paper we address the problem of survival models when high-dimensional panel data are available. We discuss two related issues: The first one concerns the issue of variable selection and the second one deals with the stability over time of such a selection, since presence of time dimension in survival data requires explicit treatment of evolving socio-economic context. We show how graphical models can serve two purposes. First they serve as the input for a first algorithm to to assess the temporal stability of the data: Secondly, allow the deployment of a second algorithm which partially automates the process of variable selection, while retaining the option to incorporate domain expertise in the process of empirical model-building. To put our proposed methodology to the test, we utilize a dataset comprising Italian firms funded in 2009 and we study the survival of these entities over the period of 10 years. In addition to revealing significant volatility in the set of variables explaining firm exit over the years, our novel methodology enables us to offer a more nuanced perspective than the conventional one regarding the critical roles played by traditional variables such as industrial sector, geographical location, and innovativeness in firm survival.</p>","PeriodicalId":51741,"journal":{"name":"Eurasian Business Review","volume":null,"pages":null},"PeriodicalIF":3.5,"publicationDate":"2024-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139980762","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Eurasian Business Review
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