首页 > 最新文献

Journal of Contemporary Accounting & Economics最新文献

英文 中文
Corporate carbon performance and firm risk: Evidence from Asia-Pacific countries 企业碳绩效与公司风险:来自亚太国家的证据
IF 3.3 3区 管理学 Q2 BUSINESS, FINANCE Pub Date : 2024-05-21 DOI: 10.1016/j.jcae.2024.100427
Eltayyeb Al-Fakir Al Rabab’a , Afzalur Rashid , Syed Shams , Sudipta Bose

This study examines the association between corporate carbon performance (CCP) and firm risk using a sample of 9,212 firm-year observations from 13 countries in the Asia-Pacific region over the period 2002–2021. We also examine the moderating role of the quality of country-level governance in the association between CCP and firm risk. We find that CCP is negatively associated with a firm’s total, idiosyncratic and systematic risk and that country-level governance quality accentuates the negative association between CCP and firm risk. We also find that country-level business culture, emissions trading schemes, climate change performance and attention to carbon emissions accentuate the negative association between CCP and firm risk. Given the growing demands from regulatory bodies for increased transparency on carbon performance, the insights gained from our research hold significant relevance for regulators, policy makers, investors, financial analysts, scholars and businesses.

本研究以 2002-2021 年间亚太地区 13 个国家的 9212 个企业年观测数据为样本,研究了企业碳绩效(CCP)与企业风险之间的关联。我们还研究了国家层面的治理质量对 CCP 与企业风险之间关系的调节作用。我们发现,CCP 与企业的总风险、特异性风险和系统性风险呈负相关,而国家级治理质量加剧了 CCP 与企业风险之间的负相关。我们还发现,国家层面的商业文化、排放交易计划、气候变化表现和对碳排放的关注会加剧 CCP 与企业风险之间的负相关。鉴于监管机构对提高碳绩效透明度的要求越来越高,我们的研究对监管机构、政策制定者、投资者、金融分析师、学者和企业具有重要意义。
{"title":"Corporate carbon performance and firm risk: Evidence from Asia-Pacific countries","authors":"Eltayyeb Al-Fakir Al Rabab’a ,&nbsp;Afzalur Rashid ,&nbsp;Syed Shams ,&nbsp;Sudipta Bose","doi":"10.1016/j.jcae.2024.100427","DOIUrl":"https://doi.org/10.1016/j.jcae.2024.100427","url":null,"abstract":"<div><p>This study examines the association between corporate carbon performance (CCP) and firm risk using a sample of 9,212 firm-year observations from 13 countries in the Asia-Pacific region over the period 2002–2021. We also examine the moderating role of the quality of country-level governance in the association between CCP and firm risk. We find that CCP is negatively associated with a firm’s total, idiosyncratic and systematic risk and that country-level governance quality accentuates the negative association between CCP and firm risk. We also find that country-level business culture, emissions trading schemes, climate change performance and attention to carbon emissions accentuate the negative association between CCP and firm risk. Given the growing demands from regulatory bodies for increased transparency on carbon performance, the insights gained from our research hold significant relevance for regulators, policy makers, investors, financial analysts, scholars and businesses.</p></div>","PeriodicalId":46693,"journal":{"name":"Journal of Contemporary Accounting & Economics","volume":"20 2","pages":"Article 100427"},"PeriodicalIF":3.3,"publicationDate":"2024-05-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1815566924000274/pdfft?md5=4f6d0882944baf478b6cc7f969e9ef60&pid=1-s2.0-S1815566924000274-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141095667","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Investigating the joint effect of competitive strategies and pay gap on ESG performance 调查竞争战略和薪酬差距对环境、社会和公司治理绩效的共同影响
IF 3.3 3区 管理学 Q2 BUSINESS, FINANCE Pub Date : 2024-05-18 DOI: 10.1016/j.jcae.2024.100419
Johnny Jermias , Fereshteh Mahmoudian

We investigate the joint effect of competitive strategies and the pay gap on ESG performance. We employ the Principal Component Analysis (PCA) to derive the two competitive strategies, namely product differentiation and cost leadership. Based on data from firms listed in S&P1500 from 2000 to 2022, and using the Three Stage Least Square (3SLS) model, we hypothesize and find that cost leadership companies have a negative relationship with ESG performance, and the pay gap exacerbates this negative relationship. In contrast, we predict and find that product differentiation companies have a positive relationship with ESG performance, and the pay gap makes this positive relationship more pronounced. Overall, we contribute to the literature and managerial practices in three ways. First, we contribute to the literature on the pay gap by considering the company’s competitive strategy, an important variable that previous studies tend to ignore. The findings of our study suggest that researchers need to consider competitive strategy when investigating the relationship between the pay gap and ESG performance. Second, our study uses ESG performance rather than financial performance as the dependent variable. As such, our study contributes to the limited literature on the relationship between the pay gap and ESG performance. Finally, for practice, our study sheds an important light on understanding the strategic reasons underlying managers’ motivation to invest in ESG activities.

我们研究了竞争战略和薪酬差距对环境、社会和公司治理绩效的共同影响。我们采用主成分分析法(PCA)得出了两种竞争战略,即产品差异化和成本领先。基于 2000 年至 2022 年 S&P1500 上市公司的数据,利用三阶段最小二乘法(3SLS)模型,我们假设并发现成本领先型公司与环境、社会和公司治理绩效存在负相关关系,而薪酬差距会加剧这种负相关关系。与此相反,我们预测并发现产品差异化公司与环境、社会和公司治理绩效之间存在正相关关系,而薪酬差距使这种正相关关系更加明显。总之,我们从三个方面对文献和管理实践做出了贡献。首先,我们通过考虑公司的竞争战略为有关薪酬差距的文献做出了贡献,而以往的研究往往忽略了这一重要变量。我们的研究结果表明,研究人员在研究薪酬差距与环境、社会和公司治理绩效之间的关系时,需要考虑竞争战略。其次,我们的研究使用环境、社会和公司治理绩效而不是财务绩效作为因变量。因此,我们的研究为有关薪酬差距与 ESG 业绩之间关系的有限文献做出了贡献。最后,对于实践而言,我们的研究为理解管理者投资 ESG 活动的动机背后的战略原因提供了重要启示。
{"title":"Investigating the joint effect of competitive strategies and pay gap on ESG performance","authors":"Johnny Jermias ,&nbsp;Fereshteh Mahmoudian","doi":"10.1016/j.jcae.2024.100419","DOIUrl":"https://doi.org/10.1016/j.jcae.2024.100419","url":null,"abstract":"<div><p>We investigate the joint effect of competitive strategies and the pay gap on ESG performance. We employ the Principal Component Analysis (PCA) to derive the two competitive strategies, namely product differentiation and cost leadership. Based on data from firms listed in S&amp;P1500 from 2000 to 2022, and using the Three Stage Least Square (3SLS) model, we hypothesize and find that cost leadership companies have a negative relationship with ESG performance, and the pay gap exacerbates this negative relationship. In contrast, we predict and find that product differentiation companies have a positive relationship with ESG performance, and the pay gap makes this positive relationship more pronounced. Overall, we contribute to the literature and managerial practices in three ways. First, we contribute to the literature on the pay gap by considering the company’s competitive strategy, an important variable that previous studies tend to ignore. The findings of our study suggest that researchers need to consider competitive strategy when investigating the relationship between the pay gap and ESG performance. Second, our study uses ESG performance rather than financial performance as the dependent variable. As such, our study contributes to the limited literature on the relationship between the pay gap and ESG performance. Finally, for practice, our study sheds an important light on understanding the strategic reasons underlying managers’ motivation to invest in ESG activities.</p></div>","PeriodicalId":46693,"journal":{"name":"Journal of Contemporary Accounting & Economics","volume":"20 2","pages":"Article 100419"},"PeriodicalIF":3.3,"publicationDate":"2024-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141084723","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
Impact of target firm’s social performance on acquisition premiums 目标公司的社会绩效对收购溢价的影响
IF 3.3 3区 管理学 Q2 BUSINESS, FINANCE Pub Date : 2024-03-21 DOI: 10.1016/j.jcae.2024.100417
Mahfuja Malik , Md Al Mamun

This study investigates whether a target firm’s corporate social responsibility (CSR) influences the acquisition premium paid by an acquirer. Using the US public mergers and acquisitions (M&A) deals, this study finds that acquisition premium increases as targets’ perceived CSR quality increases, an effect incremental to previously documented drivers of such premiums. Additional findings reveal that the positive association between targets’ CSR quality and acquisition premiums is stronger for large targets and acquirers with high CSR performance. The study also documents that targets’ environmental performance has the strongest effects on acquisition premiums compared to other dimensions of CSR such as community, employees, diversity, or product. This study contributes to the literature by documenting the value of CSR in an unconventional manner using evidence from the M&A market. The findings are robust after controlling for the target-specific, acquirer-specific, deal-specific, and macro-economic variables and by using different proxies for CSR and acquisition premiums.

本研究探讨了目标公司的企业社会责任(CSR)是否会影响收购方支付的收购溢价。利用美国公开并购交易,本研究发现,收购溢价会随着目标企业感知到的企业社会责任质量的提高而提高,这种效应是之前记录的溢价驱动因素的补充。研究还发现,对于大型目标公司和企业社会责任表现优异的收购方而言,目标公司的企业社会责任质量与收购溢价之间的正相关性更强。研究还表明,与企业社会责任的其他维度(如社区、员工、多样性或产品)相比,目标公司的环境绩效对收购溢价的影响最大。本研究利用并购市场的证据,以非常规的方式证明了企业社会责任的价值,为相关文献做出了贡献。在控制了特定目标、特定收购方、特定交易和宏观经济变量以及使用不同的企业社会责任和收购溢价替代物后,研究结果是稳健的。
{"title":"Impact of target firm’s social performance on acquisition premiums","authors":"Mahfuja Malik ,&nbsp;Md Al Mamun","doi":"10.1016/j.jcae.2024.100417","DOIUrl":"10.1016/j.jcae.2024.100417","url":null,"abstract":"<div><p>This study investigates whether a target firm’s corporate social responsibility (CSR) influences the acquisition premium paid by an acquirer. Using the US public mergers and acquisitions (M&amp;A) deals, this study finds that acquisition premium increases as targets’ perceived CSR quality increases, an effect incremental to previously documented drivers of such premiums. Additional findings reveal that the positive association between targets’ CSR quality and acquisition premiums is stronger for large targets and acquirers with high CSR performance. The study also documents that targets’ environmental performance has the strongest effects on acquisition premiums compared to other dimensions of CSR such as community, employees, diversity, or product. This study contributes to the literature by documenting the value of CSR in an unconventional manner using evidence from the M&amp;A market. The findings are robust after controlling for the target-specific, acquirer-specific, deal-specific, and macro-economic variables and by using different proxies for CSR and acquisition premiums.</p></div>","PeriodicalId":46693,"journal":{"name":"Journal of Contemporary Accounting & Economics","volume":"20 2","pages":"Article 100417"},"PeriodicalIF":3.3,"publicationDate":"2024-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140281773","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
Pretending to be sustainable: Is ESG disparity a symptom? 假装可持续:ESG 差异是一种症状吗?
IF 3.3 3区 管理学 Q2 BUSINESS, FINANCE Pub Date : 2024-03-21 DOI: 10.1016/j.jcae.2024.100418
Gabriel de la Fuente, Pilar Velasco

This study investigates a novel dimension of ESG (environmental, social, and governance), namely the degree of inequality in the distribution of a firm’s overall ESG performance across the three pillars. By grounding our arguments on the agency theory, we argue that such a dimension can discern the degree of authenticity of managers’ ESG awareness. A more unequal distribution might be due to a discretionary and self-interested adoption of ESG principles in order to win the favour of key stakeholders. Using a sample of U.S. listed companies, we provide empirical evidence that disparity in ESG scores between pillars detracts value from ESG engagement. Moreover, such a negative moderating effect worsens in companies that are more prone to agency problems (e.g. higher cash holdings), lack ESG-based compensation, have lower leverage, and are more exposed to the investor spotlight (e.g. higher analyst coverage). Overall, our findings suggest the importance of accounting for managerial motivations to engage in ESG and support the idea that a lower perceived authenticity of these programmes results in lower value outcomes.

本研究调查了 ESG(环境、社会和治理)的一个新维度,即企业的整体 ESG 表现在三大支柱之间的分布不平等程度。通过以代理理论为基础进行论证,我们认为这一维度可以看出管理者对环境、社会和治理认识的真实程度。分配不均的原因可能是企业为了赢得主要利益相关者的青睐而随意采用环境、社会和公司治理原则。利用美国上市公司样本,我们提供了实证证据,证明不同支柱之间的 ESG 分数差距会降低 ESG 参与的价值。此外,对于那些更容易出现代理问题(如持有较多现金)、缺乏基于环境、社会和公司治理的薪酬、杠杆率较低、更受投资者关注(如分析师覆盖率较高)的公司,这种负面调节作用会更加严重。总之,我们的研究结果表明,考虑管理者参与环境、社会和公司治理的动机非常重要,并支持这样一种观点,即这些计划的感知真实性越低,价值结果就越低。
{"title":"Pretending to be sustainable: Is ESG disparity a symptom?","authors":"Gabriel de la Fuente,&nbsp;Pilar Velasco","doi":"10.1016/j.jcae.2024.100418","DOIUrl":"10.1016/j.jcae.2024.100418","url":null,"abstract":"<div><p>This study investigates a novel dimension of ESG (environmental, social, and governance), namely the degree of inequality in the distribution of a firm’s overall ESG performance across the three pillars. By grounding our arguments on the agency theory, we argue that such a dimension can discern the degree of authenticity of managers’ ESG awareness. A more unequal distribution might be due to a discretionary and self-interested adoption of ESG principles in order to win the favour of key stakeholders. Using a sample of U.S. listed companies, we provide empirical evidence that disparity in ESG scores between pillars detracts value from ESG engagement. Moreover, such a negative moderating effect worsens in companies that are more prone to agency problems (e.g. higher cash holdings), lack ESG-based compensation, have lower leverage, and are more exposed to the investor spotlight (e.g. higher analyst coverage). Overall, our findings suggest the importance of accounting for managerial motivations to engage in ESG and support the idea that a lower perceived authenticity of these programmes results in lower value outcomes.</p></div>","PeriodicalId":46693,"journal":{"name":"Journal of Contemporary Accounting & Economics","volume":"20 2","pages":"Article 100418"},"PeriodicalIF":3.3,"publicationDate":"2024-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1815566924000183/pdfft?md5=6d88fe8b736bc653f1d132958c4dc294&pid=1-s2.0-S1815566924000183-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140276379","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Corporate carbon reduction and tax avoidance: International evidence 企业减碳与避税:国际证据
IF 3.3 3区 管理学 Q2 BUSINESS, FINANCE Pub Date : 2024-03-15 DOI: 10.1016/j.jcae.2024.100416
Zhi-Yuan Feng , Ying-Chieh Wang , Wen-Gine Wang

Using data on firms’ carbon emissions in 28 countries, we document that a firm’s initiation of carbon reduction activities relates to lower tax payments. This result endorses a perception of legitimacy theory suggesting that companies can gain legitimacy with tax authorities by adopting carbon reduction strategies. Our study also shows that the positive relationship between lower tax payments and a firm’s carbon reduction leads to higher Return on Assets (ROA), particularly for firms with lower operating performance. Moreover, our study documents that firms that engage in carbon reduction activities can mitigate their tax burden in countries that impose a carbon tax, have higher media freedom, judicial independence, and robust legal systems. These various institutions within a country can influence the relationship between a company’s carbon emission reductions, lower tax payments, and its overall performance. Our findings are robust even when using alternative measures of carbon emissions, control variables for corporate social responsibility, and the entropy-balance or propensity score matching sample.

利用 28 个国家的企业碳排放数据,我们记录了企业发起碳减排活动与降低纳税额之间的关系。这一结果证实了合法性感知理论,即企业可以通过采取碳减排战略获得税务机关的合法性。我们的研究还表明,纳税额降低与企业碳减排之间的正相关关系会提高企业的资产回报率(ROA),尤其是对经营业绩较差的企业而言。此外,我们的研究还表明,在征收碳税、媒体自由度较高、司法独立和法律制度健全的国家,从事碳减排活动的企业可以减轻税收负担。一个国家的这些不同制度会影响公司的碳减排、较低的纳税额和整体业绩之间的关系。即使使用其他碳排放衡量标准、企业社会责任控制变量以及熵平衡或倾向得分匹配样本,我们的研究结果也是稳健的。
{"title":"Corporate carbon reduction and tax avoidance: International evidence","authors":"Zhi-Yuan Feng ,&nbsp;Ying-Chieh Wang ,&nbsp;Wen-Gine Wang","doi":"10.1016/j.jcae.2024.100416","DOIUrl":"https://doi.org/10.1016/j.jcae.2024.100416","url":null,"abstract":"<div><p>Using data on firms’ carbon emissions in 28 countries, we document that a firm’s initiation of carbon reduction activities relates to lower tax payments. This result endorses a perception of legitimacy theory suggesting that companies can gain legitimacy with tax authorities by adopting carbon reduction strategies. Our study also shows that the positive relationship between lower tax payments and a firm’s carbon reduction leads to higher Return on Assets (ROA), particularly for firms with lower operating performance. Moreover, our study documents that firms that engage in carbon reduction activities can mitigate their tax burden in countries that impose a carbon tax, have higher media freedom, judicial independence, and robust legal systems. These various institutions within a country can influence the relationship between a company’s carbon emission reductions, lower tax payments, and its overall performance. Our findings are robust even when using alternative measures of carbon emissions, control variables for corporate social responsibility, and the entropy-balance or propensity score matching sample.</p></div>","PeriodicalId":46693,"journal":{"name":"Journal of Contemporary Accounting & Economics","volume":"20 2","pages":"Article 100416"},"PeriodicalIF":3.3,"publicationDate":"2024-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140163764","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
Lending corruption and bank loan contracting: Cross-Country evidence 贷款腐败与银行贷款签约:跨国证据
IF 3.3 3区 管理学 Q2 BUSINESS, FINANCE Pub Date : 2024-03-08 DOI: 10.1016/j.jcae.2024.100415
Liangliang Jiang, Chong Wang

Using World Bank survey data, we document that banks extend more favorable loan terms to borrowers in countries with more lending corruption. This relation is stronger when borrowers have financing constraints but weaker in countries with stronger monitoring of foreign bank ownership or with stronger religiosity. We also find that banks in countries with high lending corruption have poor loan quality and earnings performance and are more susceptible to trouble during a financial crisis. Overall, our findings suggest that corruption “greases the wheels” for borrowers but is detrimental to bank shareholders.

利用世界银行的调查数据,我们发现在贷款腐败较严重的国家,银行会向借款人提供更优惠的贷款条件。当借款人有融资限制时,这种关系会更强,但在对外国银行所有权有更严格监管或宗教信仰更浓厚的国家,这种关系会更弱。我们还发现,在贷款腐败严重的国家,银行的贷款质量和盈利表现较差,在金融危机中更容易陷入困境。总之,我们的研究结果表明,腐败为借款人 "铺平道路",但对银行股东不利。
{"title":"Lending corruption and bank loan contracting: Cross-Country evidence","authors":"Liangliang Jiang,&nbsp;Chong Wang","doi":"10.1016/j.jcae.2024.100415","DOIUrl":"https://doi.org/10.1016/j.jcae.2024.100415","url":null,"abstract":"<div><p>Using World Bank survey data, we document that banks extend more favorable loan terms to borrowers in countries with more lending corruption. This relation is stronger when borrowers have financing constraints but weaker in countries with stronger monitoring of foreign bank ownership or with stronger religiosity. We also find that banks in countries with high lending corruption have poor loan quality and earnings performance and are more susceptible to trouble during a financial crisis. Overall, our findings suggest that corruption “greases the wheels” for borrowers but is detrimental to bank shareholders.</p></div>","PeriodicalId":46693,"journal":{"name":"Journal of Contemporary Accounting & Economics","volume":"20 2","pages":"Article 100415"},"PeriodicalIF":3.3,"publicationDate":"2024-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140113452","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
Managerial ability and supply chain power 管理能力和供应链力量
IF 3.3 3区 管理学 Q2 BUSINESS, FINANCE Pub Date : 2024-03-04 DOI: 10.1016/j.jcae.2024.100414
G M Wali Ullah , Jane Luo , Alfred Yawson

This paper investigates how major customer firms, managed by highly capable managers, can gain bargaining power over their suppliers. Our results document a positive association between managerial ability and the supply chain power a major customer firm holds over its suppliers. The results are robust to endogeneity concerns, tested through two-stage least squares (2SLS) regressions and difference-in-differences estimates surrounding forced CEO turnovers. We find the positive association to be stronger for durable goods manufacturers and higher ability managers engaged in socially responsible activities and corporate innovation. We provide evidence that higher-ability managers use their enhanced bargaining power to secure greater supplier trade credit.

本文研究了由高能力经理人管理的大客户企业如何获得对其供应商的议价权。我们的研究结果表明,管理能力与大客户企业对其供应商所拥有的供应链权力之间存在正相关关系。通过两阶段最小二乘法(2SLS)回归和围绕首席执行官被迫离职的差分估计,这些结果对内生性问题具有稳健性。我们发现,耐用品制造商与从事社会责任活动和企业创新的高能力经理人之间的正相关性更强。我们提供的证据表明,能力较强的经理人会利用其更强的议价能力来获得更多的供应商贸易信贷。
{"title":"Managerial ability and supply chain power","authors":"G M Wali Ullah ,&nbsp;Jane Luo ,&nbsp;Alfred Yawson","doi":"10.1016/j.jcae.2024.100414","DOIUrl":"10.1016/j.jcae.2024.100414","url":null,"abstract":"<div><p>This paper investigates how major customer firms, managed by highly capable managers, can gain bargaining power over their suppliers. Our results document a positive association between managerial ability and the supply chain power a major customer firm holds over its suppliers. The results are robust to endogeneity concerns, tested through two-stage least squares (2SLS) regressions and difference-in-differences estimates surrounding forced CEO turnovers. We find the positive association to be stronger for durable goods manufacturers and higher ability managers engaged in socially responsible activities and corporate innovation. We provide evidence that higher-ability managers use their enhanced bargaining power to secure greater supplier trade credit.</p></div>","PeriodicalId":46693,"journal":{"name":"Journal of Contemporary Accounting & Economics","volume":"20 2","pages":"Article 100414"},"PeriodicalIF":3.3,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1815566924000146/pdfft?md5=c9f7080b008d6e592dac14fbe3c67db6&pid=1-s2.0-S1815566924000146-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140054570","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Predicting financial distress using machine learning approaches: Evidence China 利用机器学习方法预测金融困境:中国证据
IF 3.3 3区 管理学 Q2 BUSINESS, FINANCE Pub Date : 2024-02-05 DOI: 10.1016/j.jcae.2024.100403
Md Jahidur Rahman , Hongtao Zhu

This study uses machine learning techniques to construct financial distress prediction (FDP) models for Chinese A-listed construction companies and compares their classification performance with conventional Z-Score models. Three machine learning algorithms (Classification and Regression Tree, AdaBoost, and CUSBoost) are used to generate machine-learning-based classifiers, and four Z-Score models (Altman Z-Score, Sorins/Voronova Z-Score, Springate, and Z-Score of Ng et al.) are selected for comparison. The sample comprises 1782 firm-year observations from Chinese A-listed construction companies on the Shenzhen and Shanghai Stock Exchanges from 2012 to 2021. The out-of-sample predicting performance of the classifiers are measured using the areas under the receiver operating characteristic curve (AUC) and under the precision-recall curve (AUPR). In additional tests, Pearson's correlation coefficients and the variance inflation factor are utilized to identify correlations among the raw financial predictors, while principal component analysis is used to address high-correlation issues among the features. Results confirm that machine learning classifiers can effectively predict financial distress for Chinese A-listed construction companies and are more accurate than Z-Score models. Furthermore, the CUSBoost classifier is identified as the most precise model based on the AUC and AUPR metrics in both primary and additional tests. This study addresses the gap concerning the application of machine learning in FDP for Chinese-listed construction companies. Additionally, the CUSBoost Algorithm is introduced into the field of FDP research for the first time. Through the comparison of machine learning and Z-Score models, this study also contributes to the literature related to the contrast between machine learning and statistical modeling techniques.

本研究利用机器学习技术为中国 A 股上市建筑公司构建财务困境预测(FDP)模型,并比较其与传统 Z-Score 模型的分类性能。本研究使用三种机器学习算法(分类回归树、AdaBoost 和 CUSBoost)生成基于机器学习的分类器,并选择四种 Z-Score 模型(Altman Z-Score、Sorins/Voronova Z-Score、Springate 和 Ng 等人的 Z-Score)进行比较。样本包括 2012 年至 2021 年在深圳和上海证券交易所上市的中国 A 股建筑公司的 1782 个公司年度观测值。分类器的样本外预测性能使用接收者操作特征曲线下面积(AUC)和精度-召回曲线下面积(AUPR)进行测量。在其他测试中,利用皮尔逊相关系数和方差膨胀因子来确定原始金融预测因子之间的相关性,同时利用主成分分析来解决特征之间的高相关性问题。结果证实,机器学习分类器可以有效地预测中国 A 股上市建筑公司的财务困境,而且比 Z-Score 模型更准确。此外,根据初测和附加测试的 AUC 和 AUPR 指标,CUSBoost 分类器被认为是最精确的模型。这项研究填补了机器学习在中国上市建筑公司 FDP 中应用的空白。此外,还首次将 CUSBoost 算法引入 FDP 研究领域。通过对机器学习和 Z-Score 模型的比较,本研究也为机器学习和统计建模技术对比的相关文献做出了贡献。
{"title":"Predicting financial distress using machine learning approaches: Evidence China","authors":"Md Jahidur Rahman ,&nbsp;Hongtao Zhu","doi":"10.1016/j.jcae.2024.100403","DOIUrl":"https://doi.org/10.1016/j.jcae.2024.100403","url":null,"abstract":"<div><p><span>This study uses machine learning techniques to construct financial distress prediction (FDP) models for Chinese A-listed construction companies and compares their classification performance with conventional Z-Score models. Three machine learning algorithms (Classification and Regression Tree, AdaBoost, and CUSBoost) are used to generate machine-learning-based classifiers, and four Z-Score models (Altman Z-Score, Sorins/Voronova Z-Score, Springate, and Z-Score of Ng et al.) are selected for comparison. The sample comprises 1782 firm-year observations from Chinese A-listed construction companies on the Shenzhen and Shanghai Stock Exchanges from 2012 to 2021. The out-of-sample predicting performance of the classifiers are measured using the areas under the receiver operating characteristic curve (AUC) and under the precision-recall curve (AUPR). In additional tests, Pearson's correlation coefficients and the variance </span>inflation<span> factor are utilized to identify correlations among the raw financial predictors, while principal component analysis<span> is used to address high-correlation issues among the features. Results confirm that machine learning classifiers can effectively predict financial distress for Chinese A-listed construction companies and are more accurate than Z-Score models. Furthermore, the CUSBoost classifier is identified as the most precise model based on the AUC and AUPR metrics in both primary and additional tests. This study addresses the gap concerning the application of machine learning in FDP for Chinese-listed construction companies. Additionally, the CUSBoost Algorithm is introduced into the field of FDP research for the first time. Through the comparison of machine learning and Z-Score models, this study also contributes to the literature related to the contrast between machine learning and statistical modeling techniques.</span></span></p></div>","PeriodicalId":46693,"journal":{"name":"Journal of Contemporary Accounting & Economics","volume":"20 1","pages":"Article 100403"},"PeriodicalIF":3.3,"publicationDate":"2024-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139682476","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
Chaebol-affiliated analysts and biases in interpreting accruals 隶属于财阀的分析师和解读应计项目的偏差
IF 3.3 3区 管理学 Q2 BUSINESS, FINANCE Pub Date : 2024-01-23 DOI: 10.1016/j.jcae.2024.100402
Seunghee Yang , Lee-Seok Hwang , Yewon Kim

This study investigates whether analysts exhibit accrual-related biases in forecasting earnings in the presence of conflicts of interest arising from business group affiliation. Our findings reveal that chaebol-affiliated analysts are more likely to overreact to accruals than do independent analysts by overestimating the persistence of accruals. Notably, affiliated analysts’ accrual-related biases are not reduced with analysts’ experience but intensify when analysts have stronger incentives to provide favorable forecasts for member firms. This suggests a possibility that in the presence of conflicts of interest analysts do not fully incorporate the implications of accruals into their forecasts, potentially with an intention to benefit group interests. In additional analyses, we find that the presence of affiliated analysts does not exacerbate accrual mispricing, which suggests that investors do not take affiliated analysts’ biased forecasts at face value. We also provide evidence that despite issuing less accurate forecasts than unaffiliated analysts, affiliated analysts do not necessarily encounter more career disadvantages.

本研究探讨了分析师在预测收益时是否会因企业集团关联带来的利益冲突而表现出与应计制相关的偏差。我们的研究结果表明,与独立分析师相比,与财团有关联的分析师更容易对应计项目做出过度反应,高估应计项目的持续性。值得注意的是,关联分析师与应计项目相关的偏差并不会随着分析师经验的增加而减少,反而会在分析师有更强的动机为成员公司提供有利预测时加剧。这表明,在存在利益冲突的情况下,分析师可能并没有将应计项目的影响完全纳入其预测中,其目的可能是为了集团利益。在其他分析中,我们发现关联分析师的存在并没有加剧应计项目的错误定价,这表明投资者并没有从表面价值上看待关联分析师有偏差的预测。我们还提供证据表明,尽管关联分析师发布的预测准确性低于非关联分析师,但关联分析师并不一定会遇到更多的职业不利因素。
{"title":"Chaebol-affiliated analysts and biases in interpreting accruals","authors":"Seunghee Yang ,&nbsp;Lee-Seok Hwang ,&nbsp;Yewon Kim","doi":"10.1016/j.jcae.2024.100402","DOIUrl":"10.1016/j.jcae.2024.100402","url":null,"abstract":"<div><p>This study investigates whether analysts exhibit accrual-related biases in forecasting earnings in the presence of conflicts of interest arising from business group affiliation. Our findings reveal that chaebol-affiliated analysts are more likely to overreact to accruals than do independent analysts by overestimating the persistence of accruals. Notably, affiliated analysts’ accrual-related biases are not reduced with analysts’ experience but intensify when analysts have stronger incentives to provide favorable forecasts for member firms. This suggests a possibility that in the presence of conflicts of interest analysts do not fully incorporate the implications of accruals into their forecasts, potentially with an intention to benefit group interests. In additional analyses, we find that the presence of affiliated analysts does not exacerbate accrual mispricing, which suggests that investors do not take affiliated analysts’ biased forecasts at face value. We also provide evidence that despite issuing less accurate forecasts than unaffiliated analysts, affiliated analysts do not necessarily encounter more career disadvantages.</p></div>","PeriodicalId":46693,"journal":{"name":"Journal of Contemporary Accounting & Economics","volume":"20 1","pages":"Article 100402"},"PeriodicalIF":3.3,"publicationDate":"2024-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139577865","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
Do managers respond to tax avoidance incentives by investing in the tax function? Evidence from tax departments 管理者是否会通过投资税务职能来应对避税动机?来自税务部门的证据
IF 3.3 3区 管理学 Q2 BUSINESS, FINANCE Pub Date : 2024-01-16 DOI: 10.1016/j.jcae.2024.100401
John Li

While prior literature examines the role of certain incentives in motivating top managers (CEOs and CFOs) to engage in corporate tax avoidance, there is little evidence on the specific actions that managers take in response to these incentives. Motivated by the premise that a manager can influence a firm’s tax activities by directing resources towards the tax function, I investigate whether four specific tax avoidance incentives studied in prior literature (financial constraints, equity risk incentives, hedge fund interventions, and analyst cash flow forecasts) induce managers to make investments in hiring personnel within the firm’s tax department. Using a dataset of tax department employees collected from the professional networking website LinkedIn, I find evidence that each incentive is significantly associated with an increase in the number of individuals employed within the tax department. This association is generally stronger among higher ranked employees and employees with prior tax department experience. Overall, my findings are consistent with the premise that managers invest resources in the tax function when they are incentivized to avoid taxes. My study also provides some assurance that the association between tax avoidance incentives and effective tax rates documented in prior studies is reflective of intentional tax avoidance behavior.

虽然之前的文献研究了某些激励机制在促使高层管理者(首席执行官和首席财务官)参与公司避税活动中的作用,但有关管理者针对这些激励机制所采取的具体行动的证据却很少。基于管理者可以通过将资源导向税务职能部门来影响公司税务活动这一前提,我研究了之前文献中研究过的四种特定避税激励机制(财务约束、股权风险激励、对冲基金干预和分析师现金流预测)是否会促使管理者在招聘公司税务部门人员时进行投资。利用从职业网络网站 LinkedIn 收集到的税务部门员工数据集,我发现有证据表明,每种激励措施都与税务部门员工人数的增加有显著关联。这种关联在级别较高的员工和有过税务部门工作经验的员工中普遍较强。总体而言,我的研究结果与管理者在受到避税激励时向税务部门投入资源的前提是一致的。我的研究还在一定程度上保证了之前研究中记录的避税激励与实际税率之间的关联是有意避税行为的反映。
{"title":"Do managers respond to tax avoidance incentives by investing in the tax function? Evidence from tax departments","authors":"John Li","doi":"10.1016/j.jcae.2024.100401","DOIUrl":"10.1016/j.jcae.2024.100401","url":null,"abstract":"<div><p>While prior literature examines the role of certain incentives in motivating top managers (CEOs and CFOs) to engage in corporate tax avoidance, there is little evidence on the specific actions that managers take in response to these incentives. Motivated by the premise that a manager can influence a firm’s tax activities by directing resources towards the tax function, I investigate whether four specific tax avoidance incentives studied in prior literature (financial constraints, equity risk incentives, hedge fund interventions, and analyst cash flow forecasts) induce managers to make investments in hiring personnel within the firm’s tax department. Using a dataset of tax department employees collected from the professional networking website <em>LinkedIn</em>, I find evidence that each incentive is significantly associated with an increase in the number of individuals employed within the tax department. This association is generally stronger among higher ranked employees and employees with prior tax department experience. Overall, my findings are consistent with the premise that managers invest resources in the tax function when they are incentivized to avoid taxes. My study also provides some assurance that the association between tax avoidance incentives and effective tax rates documented in prior studies is reflective of intentional tax avoidance behavior.</p></div>","PeriodicalId":46693,"journal":{"name":"Journal of Contemporary Accounting & Economics","volume":"20 1","pages":"Article 100401"},"PeriodicalIF":3.3,"publicationDate":"2024-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1815566924000018/pdfft?md5=17cec1eabe35ee5fe82b5d420de25964&pid=1-s2.0-S1815566924000018-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139515121","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of Contemporary Accounting & Economics
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