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The Influence of Leverage,Firm Size,Firm Value,and Managerial Ownership on Tax Aggressiveness in Technology Sector Companies Listed on the Indonesia Stock Exchange
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作者 Siti Nurhaliza Mukhra Iskandar Muda Narumondang Bulan Siregar 《Journal of Modern Accounting and Auditing》 2025年第3期120-130,共11页
This study aims to analyze the influence of leverage,firm size,firm value,and managerial ownership on tax aggressiveness in technology sector companies listed on the Indonesia Stock Exchange.Tax aggressiveness has bec... This study aims to analyze the influence of leverage,firm size,firm value,and managerial ownership on tax aggressiveness in technology sector companies listed on the Indonesia Stock Exchange.Tax aggressiveness has become a critical issue in corporate financial management practices,particularly in the context of optimizing tax burdens through strategies that remain within legal boundaries.The study adopts a quantitative approach using panel data regression methods.Data processing and analysis were conducted using EViews version 12.The research sample consists of 13 technology sector companies selected through purposive sampling,with an observation period spanning five years(2019-2023),resulting in a total of 65 observations.The analysis results indicate that leverage and firm value have a negative effect on tax aggressiveness.Conversely,managerial ownership is found to have a positive effect on tax aggressiveness.Meanwhile,firm size does not show a significant influence on tax aggressiveness. 展开更多
关键词 tax aggressiveness leverage firm size firm value managerial ownership
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大数据背景下两阶段Leverage重要性抽样方法研究 被引量:1
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作者 贺建风 何韩吉 《统计研究》 CSSCI 北大核心 2024年第10期149-160,共12页
大数据背景下,需要对传统的抽样调查技术进行改进,以应对数据结构变化。以杠杆得分为入样概率的Leverage重要性抽样能够增加高杠杆值样本点被抽中的概率,但也增加了异常值选入抽样子集的风险,使得抽样估计偏离真实值。为降低大数据异常... 大数据背景下,需要对传统的抽样调查技术进行改进,以应对数据结构变化。以杠杆得分为入样概率的Leverage重要性抽样能够增加高杠杆值样本点被抽中的概率,但也增加了异常值选入抽样子集的风险,使得抽样估计偏离真实值。为降低大数据异常值影响,提高大数据抽样子集估计的稳健性,本文提出基于阈值自选择的两阶段Leverage重要性抽样方法。该方法第一阶段以样本距离的有序聚类识别稳健子集,使得用于二阶段抽样的样本更具代表性,第二阶段则是在稳健子集的基础上获得稳健抽样估计。模拟分析结果表明,本文所提方法能够提升线性回归系数估计的精度,在漂移型、波动型和混合型离群值中均适用。实证分析中本文所提方法在三个案例数据中拥有较小的预测值均方误差,有效降低了异常值的影响。 展开更多
关键词 大规模数据 线性模型 有序聚类 leverage重要性抽样
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leverage钛板在颈椎管单开门椎管扩大成形术中的应用 被引量:2
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作者 梅国龙 万趸 +2 位作者 熊小明 石华刚 邓轩赓 《颈腰痛杂志》 2019年第1期64-66,共3页
目的探讨leverage钛板固定行单开门椎管扩大成形术对多节段脊髓型颈椎病(cervical spondylotic myelopathy,CSM)患者颈椎曲度及轴性症状的影响。方法自2014-10-2016-10行单开门椎管扩大成形术治疗90例CSM患者,随机均分为观察组与对照组... 目的探讨leverage钛板固定行单开门椎管扩大成形术对多节段脊髓型颈椎病(cervical spondylotic myelopathy,CSM)患者颈椎曲度及轴性症状的影响。方法自2014-10-2016-10行单开门椎管扩大成形术治疗90例CSM患者,随机均分为观察组与对照组各45例,观察组术中行leverage钛板固定椎板,对照组采用丝线悬吊固定椎板。比较两组患者的相关疗效指标。结果观察组手术耗时显著低于对照组(P<0.05),术中出血、住院时间、引流量差异无统计学意义(P>0.05);两组术后疼痛VAS评分均显著降低,术后6、12、24个月观察组显著低于对照组(P<0.05),两组JOA评分差异无统计学意义(P>0.05);术后观察组颈椎曲度显著高于对照组,轴性症状发生率显著低于对照组(P<0.05)。结论 leverage钛板固定行单开门椎管扩大成形术治疗CSM,操作简便,术后远期疼痛更轻,有利于维持颈椎曲度。 展开更多
关键词 单开门椎管扩大成形术 leverage固定 多节段脊髓型颈椎病 颈椎曲度 轴性症状
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The Chinese Government’s Leverage Rises to All-Time High While Private Sector Began to Repair its Balance Sheet
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作者 ZHANG Xiaojing LIU Lei CAO Jing 《China Forex》 2025年第2期56-60,共5页
In the first quarter of 2025,China's macro leverage ratio surged by 7.8 percentage points to 298.4%,making it the highest single-quarter increase in nearly a decade.The government leverage ratio hit a new two-deca... In the first quarter of 2025,China's macro leverage ratio surged by 7.8 percentage points to 298.4%,making it the highest single-quarter increase in nearly a decade.The government leverage ratio hit a new two-decade high,a trend that has actively supported the repair of private-sector balance sheets and fueled a robust economic rebound at the start of this year.Meanwhile,the household sector has shifted from deleveraging to leverage stabilization,while the corporate sector showed a tendency to increase leverage.These developments collectively underscore the effectiveness of macroeconomic governance innovation based on national macro balance sheet management. 展开更多
关键词 increase leverag leverage stabilizationwhile macroeconomic governance innovation macro leverage ratio private sector balance sheet repair corporate sector leverage increase Chinese government leverage household sector leverage stabilization
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大规模数据下基于充分降维的Leverage重要性抽样方法 被引量:6
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作者 秦磊 王奕丹 苏治 《统计研究》 CSSCI 北大核心 2020年第3期114-128,共15页
随着信息技术的飞速发展,大规模数据在短时间内搜集并储存下来,为分析决策提供了巨大的信息量,也给统计建模带来了一定难度。对于样本容量大、变量个数少的数据,Leverage重要性抽样是一个简便可行的方法。本文发现,该方法中度量样本重... 随着信息技术的飞速发展,大规模数据在短时间内搜集并储存下来,为分析决策提供了巨大的信息量,也给统计建模带来了一定难度。对于样本容量大、变量个数少的数据,Leverage重要性抽样是一个简便可行的方法。本文发现,该方法中度量样本重要性的Leverage分数与因变量无关,而且在维度较大的情形下对样本没有区分程度,使得估计结果较差。为了同时考虑因变量和维度的影响,本文提出了基于充分降维的Leverage重要性抽样方法。该方法以不损失信息为前提,在充分降维的空间内重新计算Leverage分数,使得抽样更具有代表性。模拟数据分析显示,在样本容量较大的复杂数据中,相比于原始的Leverage重要性抽样方法,本文提出的方法可以降低估计的均方误差。三个实际数据也证实了该方法的可行性和有效性。 展开更多
关键词 大规模数据 leverage分数 重要性抽样 充分降维
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微型钛板撑开固定(Leverage)系统在后路颈椎单开门成形术中的使用与短期效果评估 被引量:2
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作者 李尔楠 匡正达 詹红生 《中国煤炭工业医学杂志》 2016年第6期851-856,共6页
目的探讨微型钛板撑开固定(Leverage)系统在后路颈椎单开门成形术中的应用及其特点,评估其短期疗效。方法对2011年7月—2015年6月北京市武警总医院骨三科收治并明确诊断的脊髓型颈椎病25例行后路颈椎单开门椎管扩大成形加微型钛板撑... 目的探讨微型钛板撑开固定(Leverage)系统在后路颈椎单开门成形术中的应用及其特点,评估其短期疗效。方法对2011年7月—2015年6月北京市武警总医院骨三科收治并明确诊断的脊髓型颈椎病25例行后路颈椎单开门椎管扩大成形加微型钛板撑开固定(Leverage)系统内固定术,调查比较术前及末次随访时日本整形外科学会(JOA)评估分值、目测类比分值(Visual analogue scale,VAS)及颈5矢状径,并计算平均术后改善率和平均矢状径扩大率。结果本组术后随访6~20个月,平均16.3个月;术后6个月影像学检查显示门轴侧骨性融合,末次随访时影像学检查未见内固定断裂、松脱或颈椎板"再关门"现象。本组术前JOA评分(10.04±1.11)分,末次随访时JOA评分(14.36±1.19)分;术前VAS评分(6.60±1.13)分,末次随访时VAS评分(2.28±0.78)分;术前颈5矢状径(9.72±0.68)mm,术后颈5矢状径(13.47±1.21)mm。术前及末次随访时JOA评分、VAS评分及颈5矢状径比较差异均有统计学意义(P〈0.01)。本组平均术后改善率为61.2%,平均矢状径扩大率为38.6%。至末次随访时22例(88%)无轴性症状,3例(12%)出现不同程度轴性症状。结论后路颈椎单开门成形术中使用微型钛板撑开固定(Leverage)系统,操作简便,系统设计可分散应力载荷,有助于门轴侧骨性融合,有效避免颈椎"再关门"现象,且经短期随访患者术后临床症状改善明显,功能恢复较满意,但远期疗效需进一步观察研究。 展开更多
关键词 颈椎病 后路颈椎单开门成形术 微型钛板撑开固定(leverage)系统 短期治疗效果
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Leveraged fault identification method for receiver autonomous integrity monitoring 被引量:6
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作者 Sun Yuan Zhang Jun Xue Rui 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2015年第4期1217-1225,共9页
Receiver autonomous integrity monitoring(RAIM) provides integrity monitoring of global positioning system(GPS) for safety-of-life applications.In the process of RAIM, fault identification(FI) enables navigation ... Receiver autonomous integrity monitoring(RAIM) provides integrity monitoring of global positioning system(GPS) for safety-of-life applications.In the process of RAIM, fault identification(FI) enables navigation to continue in the presence of fault measurement.Affected by satellite geometry, the leverage of each measurement in position solution may differ greatly.However, the conventional RAIM FI methods are generally based on maximum likelihood of ranging error for different measurements, thereby causing a major decrease in the probability of correct identification for the fault measurement with high leverage.In this paper, the impact of leverage on the fault identification is analyzed.The leveraged RAIM fault identification(L-RAIM FI) method is proposed with consideration of the difference in leverage for each satellite in view.Furthermore,the theoretical probability of correct identification is derived to evaluate the performance of L-RAIM FI method.The experiments in various typical scenarios demonstrate the effectiveness of L-RAIM FI method over conventional FI methods in the probability of correct identification for the fault with high leverage. 展开更多
关键词 Fault identification Global positioning system leverage Navigation systems Receiver autonomousintegrity monitoring
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The Role of R&D Leverage as a Dynamic Capability in Performance Creation:Evidence from SMEs in Taiwan 被引量:2
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作者 Tung-Shan Liao 《Journal of Business Administration Research》 2019年第2期20-39,共20页
This study addresses the role of R&D leverage in SMEs’performance creation.The authors do so by considering SMEs’high resource dependence due to isomorphism.We propose that R&D leverage,with a presence of dy... This study addresses the role of R&D leverage in SMEs’performance creation.The authors do so by considering SMEs’high resource dependence due to isomorphism.We propose that R&D leverage,with a presence of dynamic capabilities,plays a moderating role in the relation between resource investments and performance.This study,which focused on Taiwan’s SMEs,conducts a questionnaire survey using the hierarchical sampling technique,across various industries and geographic areas in Taiwan.The empirical findings reveal that R&D leverage as an essential leveler in resource management enhances resource advantages. 展开更多
关键词 Dynamic capabilities view R&D leverage ISOMORPHISM SMES FIRM PERFORMANCE DIVERGENCE
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Population Ageing,Financial Leverage and Systemic Risk 被引量:1
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作者 陈雨露 马勇 徐律 《China Economist》 2015年第3期4-18,共15页
Population ageing and high financial leverage are two common problems .faced by the worM's major economies. The recent financial crisis proved that the two issues could lead to systemic risk if not handled properly. ... Population ageing and high financial leverage are two common problems .faced by the worM's major economies. The recent financial crisis proved that the two issues could lead to systemic risk if not handled properly. Based on dynamic panel data from 1980 to 2012 in 119 countries, this paper examines the impact of population ageing on financial leverage J?om an empirical point of view and finds that there is a signOqcant inverted U-shape relationship between the two. In addition, empirical studies show that after passing the "turning point" of ageing, there will be a marked increase in the probability of financial crisis during the "deleveraging" process. It can be projected from the empirical conclusions of this paper that China will likely enter the range of a turning point between 2019 and 2028. After that, population ageing, deleveraging and asset price collapse may have a "resonance" effect to severely impact the stability of the financial system. Therefore, China should shift to more proactive macro financial regulations as quickly as possible, as dynamic and robust management of financial leverage and forward-looking control of bubbles could ensure that the financial system remain flexible enough to avoid systemic risk to the greatest extent. 展开更多
关键词 ageing financial leverage systemic risk
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The Role of Financial Performance as a Moderator on the Relationship Between Financial Leverage and Shareholders Return
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作者 M. Kannadhasan Vinay Goyal Parikshit Charan 《Journal of Modern Accounting and Auditing》 2016年第7期379-387,共9页
The study examines the moderating effects of financial performance on the relationship between financial leverage (FL) and shareholders return (SR). Panel data of pharmaceutical companies listed in the National St... The study examines the moderating effects of financial performance on the relationship between financial leverage (FL) and shareholders return (SR). Panel data of pharmaceutical companies listed in the National Stock Exchange (NSE) were used for 13 years for the period from 2002-03 to 2014-15. Findings indicated that FL is significantly related with SR. However, financial performance has an insignificant relationship with SR and did not moderate the relationship between FL and SR. 展开更多
关键词 financial performance financial leverage (FL) shareholders return (SR)
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Pressure of Competition to Listed Companies in Commodity Market and Selection of Financial Leverage
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作者 Tianli Zhong Yu Fan 《Journal of Modern Accounting and Auditing》 2005年第5期26-31,共6页
As revealed by some competition of commodities supplied foreign experts, the financial leverage has an impact on the market by different listed companies, and low financial leverage implies a competitive edge but high... As revealed by some competition of commodities supplied foreign experts, the financial leverage has an impact on the market by different listed companies, and low financial leverage implies a competitive edge but high financial leverage is liable to fail in business operation. Viewing from such an angle, the low financial leverage is in fact a conservative financial behavior, which means a reasonable selection. Generally, Chinese listed companies prefer financing from offering equity shares, which is regarded as a reasonable selection weighing both gains and risks. However, based on an analysis of the pressure of market competition to the listed companies of various industries and how they select their own fit/ancial leverage, it is found that there is an extremely unmatched phenomenon in China's capital market, i.e., the keener the commodity market competition is, the higher the financial leverage of listed companies will be. Therefore, the over-financing from offering equity shares is coexisting with under-financing from offering equity shares in China's capital market at present, and both lead listed companies to low efficiency. 展开更多
关键词 listed company pressure of competition in commodity markets financial leverage.
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Analyses on the Microeconomic Leverage in IPOs' Trademark Disposition with Their Parent Companies
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作者 Hong Zhang Yi Cui 《Journal of Modern Accounting and Auditing》 2005年第5期39-42,共4页
By applying the theory of the relationship between microeconomic leverages and corporate risks, this paper discusses methods that the IPOs should choose to dispose the trademark with their parent companies so as to go... By applying the theory of the relationship between microeconomic leverages and corporate risks, this paper discusses methods that the IPOs should choose to dispose the trademark with their parent companies so as to go public with a high issue price. By analyzing their microeconomic leverage effects, this paper points out that each method has its specific effect on risks and the IPOs should choose the method according to its risk factors, existing assets and financial structure to gain risk income and decrease risk losses. 展开更多
关键词 trademark right microeconomic leverages IPOS
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The Quantitative Analysis on Leverage and its Effects
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作者 Yongkang Hu Hong Zhao 《Chinese Business Review》 2004年第6期79-81,65,共4页
Leverage of modem enterprise's financial management includes operating leverage and financial leverage. Both of them exist objectively, are not changeable with human's minds. They enlarge enterprise's benefit and r... Leverage of modem enterprise's financial management includes operating leverage and financial leverage. Both of them exist objectively, are not changeable with human's minds. They enlarge enterprise's benefit and risk, so they have both positive and negative effects. The degrees of them are measured as DOL and DFL. In financial management, the relationship between DOL and operating risk has regularity in quantity, and so does the relationship between DFL and financial risk. 展开更多
关键词 operating leverage financial leverage the effect of leverage operating risk financial risk degree of leverage
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Was there a Portfolio Effect of the Micro-economic Leverage ? Some Empirical Evidence from the Chinese Stock Market
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作者 Weixiang Li Mingxi Li 《Chinese Business Review》 2004年第1期18-23,共6页
The study is on a linear model of the relationship between the systematic risk and the micro-economic leverage and analyzed the data from the steel, energy source and chemical fibre industry listed companies in the Ch... The study is on a linear model of the relationship between the systematic risk and the micro-economic leverage and analyzed the data from the steel, energy source and chemical fibre industry listed companies in the Chinese stock market in 2002 and 2001. Using the linear regression method, empirical equations were found. The portfolio effect was shown so that some empirical evidence had been found to support the micro-economic leverage portfolio effect theory, which was that the listed companies balanced the operating and financial leverage to minimize the systematic risk. 展开更多
关键词 Portfolio effect Micro-economic leverage Stock market
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Exploring the Staging Patterns of MNC Entry to New Markets:The Resource Leverage Approach
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作者 Tung-Shan Liao ThịNgọc Duy Trần Thi Thuy Dung Pham 《Journal of Business Administration Research》 2021年第3期1-16,共16页
This study aims at providing explanations for how MNCs(multinational companies)proceed with their manipulation of resources and competencies in the entry process to a foreign market.To an increasing extent,such proces... This study aims at providing explanations for how MNCs(multinational companies)proceed with their manipulation of resources and competencies in the entry process to a foreign market.To an increasing extent,such processes perform as a staging process of resource leverage.This study identifies three stages,using the multiple case study incorporating grounded theory:the initial stage,the adaptive intensification stage,and the advantage persistence stage.In the initial stage,an MNC’s entry decision tends to be based on the resource replication mode of resource leverage;the resource exploitation mode of resource leverage is used mainly in the adaptive intensification stage,and the resource exploration mode is used in the advantage persistence stage.This study suggests that these resource leverage modes incorporating their microfoundations can be viewed as a set of potential measurements for examining MNCs'dynamic capabilities in the entry process to a new host market. 展开更多
关键词 MNC entry Staging processes Dynamic capabilities view Resource leverage Grounded theory
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颈椎后路单开门leverage钛板固定术治疗多节段脊髓型颈椎病的疗效研究 被引量:9
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作者 仲伟涛 匡正达 +2 位作者 叶启彬 王冠军 管大伟 《军事医学》 CAS CSCD 北大核心 2016年第7期579-582,共4页
目的探讨颈椎管单开门椎管扩大成形术及leverage固定治疗多节段脊髓型颈椎病的临床疗效。方法回顾2011年3月至2015年5月期间,武警总医院骨三科采用颈椎管单开门椎管扩大成形leverage固定术治疗多节段脊髓型颈椎病的患者25例,男性16例,女... 目的探讨颈椎管单开门椎管扩大成形术及leverage固定治疗多节段脊髓型颈椎病的临床疗效。方法回顾2011年3月至2015年5月期间,武警总医院骨三科采用颈椎管单开门椎管扩大成形leverage固定术治疗多节段脊髓型颈椎病的患者25例,男性16例,女性9例,年龄(60.6±9.9)岁。所有患者随访时均行X线、CT及MRI检查,记录随访时患者临床症状及体征变化,并进行相应的资料分析研究,使用日本骨科协会(Japanese Orthopaedic Association,JOA)评分及颈肩疼痛视觉模拟评分(Visual Analogue Scale,VAS)方法,对术前、术后神经功能改善情况、颈椎曲度以及颈椎管变化进行评分记录。结果随访6-24个月,25例患者神经功能均得到明显改善,术前JOA评分(10.16±1.35)与术后评分(14.28±1.15)差异有统计学意义(P〈0.05),平均改善率61.24%。术前、后颈椎曲度无明显变化(术前17.15°±6.25°;术后17.93°±5.75°),差异无统计学意义(P〉0.05)。术前VAS评分(6.68±1.12)与术后(2.32±0.84)差异有统计学意义(P〈0.05)。术前及末次随访C5椎管矢状径分别为(9.22±2.01)和(15.64±2.08)mm,差异有统计学意义(P〈0.05),椎管平均扩大率为(73.92±25.49)%。随访期间,25例患者均未发现内固定松动、断裂及再关门现象。结论 leverage微型钛板能有效维持椎管的扩大状态,神经症状改善明显,同时可维持颈椎曲度,较小影响颈椎运动功能,可减轻术后颈部轴性症状的发生率,临床应用疗效较好。 展开更多
关键词 椎板扩大成形术 leverage钛板 脊髓型颈椎病
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Contraction flexibility, operating leverage, and financial leverage
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作者 Zhun Li Qiang Li Yong Zeng 《Journal of Management Science and Engineering》 2020年第1期43-56,共14页
This study investigates the impacts of contraction flexibility and operating leverage onfinancial leverage from the perspective of the agency conflict between shareholders and debtholders.In a continuous-time real opt... This study investigates the impacts of contraction flexibility and operating leverage onfinancial leverage from the perspective of the agency conflict between shareholders and debtholders.In a continuous-time real option framework,we demonstrate that share-holders'contraction flexibility may have an adverse effect on financial leverage,and that the substitution relation between operating leverage andfinancial leverage is persistent or pronounced in the presence of contraction flexibility.The evidence from Chinese listedfirms not only supports our theoretical predictions well,but also offers a method to examine the agency conflict hypothesis.We suggest that the high proportion of bank loans or long-term debt in total liabilities can help levered firms alleviate the agency problem arising from contraction decisions. 展开更多
关键词 Contraction flexibility Financial leverage Agency conflict Operating leverage
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The impact of D&O insurance on excess corporate leverage 被引量:2
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作者 Jiamin Liu Yalin Jiang +1 位作者 Shengdao Gan Ran Chen 《China Journal of Accounting Research》 2022年第4期66-88,共23页
The governance effects of directors’and officers’liability insurance(D&O insurance),an important tool for risk diversification,are of strong concern in the capital market.Using a sample of Chinese A-share listed... The governance effects of directors’and officers’liability insurance(D&O insurance),an important tool for risk diversification,are of strong concern in the capital market.Using a sample of Chinese A-share listed firms from2009 to 2018,we examine the impact of D&O insurance on excess corporate leverage.We find that D&O insurance is negatively associated with excess corporate leverage and that this result is consistent with a series of robustness tests.Further analyses show that D&O insurance impedes excess corporate leverage mainly because of its effect on external monitoring.The effect is more pronounced for firms that are state-owned,have political connections and are located in provinces with low marketization than for other firms. 展开更多
关键词 D&O insurance Excess leverage Monitoring effect Government interventions
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Empirical Evidence of the Leverage Effect in a Stochastic Volatility Model: A Realized Volatility Approach 被引量:2
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作者 Dinghai Xu Yuying Li 《Frontiers of Economics in China-Selected Publications from Chinese Universities》 2012年第1期22-43,共22页
Increasing attention has been focused on the analysis of the realized volatil- ity, which can be treated as a proxy for the true volatility. In this paper, we study the potential use of the realized volatility as a pr... Increasing attention has been focused on the analysis of the realized volatil- ity, which can be treated as a proxy for the true volatility. In this paper, we study the potential use of the realized volatility as a proxy in a stochastic volatility model estimation. We estimate the leveraged stochastic volatility model using the realized volatility computed from five popular methods across six sampling-frequency transaction data (from 1-min to 60- min) based on the trust region method. Availability of the realized volatility allows us to estimate the model parameters via the MLE and thus avoids computational challenge in the high dimensional integration. Six stock indices are considered in the empirical investigation. We discover some consistent findings and interesting patterns from the empirical results. In general, the significant leverage effect is consistently detected at each sampling frequency and the volatility persistence becomes weaker at the lower sampling frequency. 展开更多
关键词 realized volatility stochastic volatility model leverage effect high frequency data MLE trust-region method
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Job satisfaction and firm leverage: Evidence from the “China’s Best Employer Award 100” winners 被引量:1
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作者 Hongmei Xu Xiaoran Ni +1 位作者 Chuntao Li Yanan Liu 《China Journal of Accounting Research》 2020年第3期309-325,共17页
In this study,we examine the relationship between job satisfaction and firm leverage using a sample of Chinese listed firms.We find that in a sample of‘‘China’s 100 Best Employers Award"winners during 2011–20... In this study,we examine the relationship between job satisfaction and firm leverage using a sample of Chinese listed firms.We find that in a sample of‘‘China’s 100 Best Employers Award"winners during 2011–2017,job satisfaction is negatively associated with firm leverage.The effect is more pronounced in firms with higher distress risk and operating in human capital intensive industries.We confirm the validity of the main findings using a matched sample and a series of robustness checks.Overall,our results indicate that firms can credibly demonstrate their commitment to stakeholders and re-shape their capital structure by improving job satisfaction. 展开更多
关键词 Job satisfaction Firm leverage Best employers STAKEHOLDER
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