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中国性别工资差异的分位数回归分析 被引量:65
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作者 陈建宝 段景辉 《数量经济技术经济研究》 CSSCI 北大核心 2009年第10期87-97,共11页
本文首先考察了中国健康和营养调查数据库(CHNS)中的有关中国城市男性和女性工资抽样调查数据(1988~2005年)的分布特征;然后,分别应用分位数回归建模和分解方法对中国性别工资状况进行了分析,以期发现在不同时期、不同分位数下,影响性... 本文首先考察了中国健康和营养调查数据库(CHNS)中的有关中国城市男性和女性工资抽样调查数据(1988~2005年)的分布特征;然后,分别应用分位数回归建模和分解方法对中国性别工资状况进行了分析,以期发现在不同时期、不同分位数下,影响性别工资的关键因素、演变过程以及它们对性别工资差异的贡献大小,并提出了解决我国性别工资差异的相关政策和建议。 展开更多
关键词 性别工资 分位数回归 政策和建议
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职业分割、性别歧视与工资差距 被引量:17
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作者 李晓宁 《财经科学》 CSSCI 北大核心 2008年第2期88-96,共9页
文章通过"晒工资"网络平台提供的调查数据,利用Appleton分解方法对我国城镇职工的性别工资差距进行了分解。结果表明,受教育程度、工作年限等人力资本水平对男女工资差异有显著的影响,而且我国劳动力市场上存在一定的职业性... 文章通过"晒工资"网络平台提供的调查数据,利用Appleton分解方法对我国城镇职工的性别工资差距进行了分解。结果表明,受教育程度、工作年限等人力资本水平对男女工资差异有显著的影响,而且我国劳动力市场上存在一定的职业性别分割。分解数据显示,职业内工资差异与职业间工资差异分别为22.5%和15.7%,即存在比较严重的纵向和横向性别职业隔离。此外,分析结果还揭示了职业性别歧视是导致城市男女工资差异的主要原因。 展开更多
关键词 职业分割 性别歧视 工资差距 Appleton分解
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职业选择、性别歧视和工资差异——对我国城市劳动力市场的分析 被引量:14
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作者 陈永伟 周羿 《劳动经济研究》 2014年第1期49-75,共27页
本文利用"中国家庭动态跟踪调查"2010年调查数据,对不同性别求职者的职业选择行为、工资、晋升机会的决定进行了分析。借助于结构化估计,我们发现,源于各职业内部的工资和晋升方案差异,会对男、女求职者的职业选择行为产生重... 本文利用"中国家庭动态跟踪调查"2010年调查数据,对不同性别求职者的职业选择行为、工资、晋升机会的决定进行了分析。借助于结构化估计,我们发现,源于各职业内部的工资和晋升方案差异,会对男、女求职者的职业选择行为产生重大影响,对女性进入高工资行业形成阻碍。通过对Brown et al.(1980)的分解方法进行扩展,本文发现,上述影响能解释近1/5的性别工资差异。男女在职业偏好上的不同,扮演着"自动稳定器"的作用,其对职业选择的影响对缩小性别工资差异起着较大的作用。 展开更多
关键词 职业选择 性别歧视 工资差异
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市场潜能加剧了性别工资不平等吗? 被引量:13
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作者 李宏兵 蔡宏波 王永进 《数量经济技术经济研究》 CSSCI 北大核心 2014年第1期22-41,共20页
本文构造了我国338个城市的包含海外和国内市场的总市场潜能指标,并利用2005年全国人口抽样调查数据和新经济地理学的基准工资方程,通过Heckman样本选择模型和RIF回归分解方法实证分析了市场潜能对性别工资不平等的影响。研究发现,市场... 本文构造了我国338个城市的包含海外和国内市场的总市场潜能指标,并利用2005年全国人口抽样调查数据和新经济地理学的基准工资方程,通过Heckman样本选择模型和RIF回归分解方法实证分析了市场潜能对性别工资不平等的影响。研究发现,市场潜能虽然对工资水平具有显著的正向拉动作用,并缩小了高技能劳动力的性别工资不平等,但扩大了低技能劳动力的性别工资不平等,从而加剧了整体的性别工资不平等,其中对低收入群体的加剧作用大于中高收入群体。RIF工资分解结果也证实了这一事实,且收入分布上半部分和工资结构效应贡献较大,尤其是市场潜能的工资结构效应贡献了总工资结构效应的60%以上,表明从城市间市场潜能及其对性别工资的影响入手,将是破解性别工资不平等难题的有效路径。 展开更多
关键词 市场潜能 性别工资 RIF回归分解
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城市劳动力市场中的性别收入差距:基于教育失配的解释 被引量:11
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作者 李晓光 《教育研究》 CSSCI 北大核心 2022年第6期45-57,共13页
改革开放以来,我国教育获得的性别不平等程度逐渐下降,但在劳动力市场中的性别收入差距不断扩大。面对这一悖论,聚焦教育和职业之间的匹配程度,基于中国综合社会调查(CGSS2003—2017)数据,对教育失配如何影响两性之间的收入差距进行分析... 改革开放以来,我国教育获得的性别不平等程度逐渐下降,但在劳动力市场中的性别收入差距不断扩大。面对这一悖论,聚焦教育和职业之间的匹配程度,基于中国综合社会调查(CGSS2003—2017)数据,对教育失配如何影响两性之间的收入差距进行分析,结果表明,相比于同等教育程度的男性,女性更有可能发生教育失配,由此获得更低的收入水平。当男性和女性同时发生教育失配时,女性面临更小的收入惩罚,但这无法逆转女性因教育失配比例整体过高而造成的收入劣势。变迁趋势分解表明,随着时期进程,教育失配造成的收入惩罚正在扩大,而由于女性的教育失配发生比例持续高于男性,这成为两性之间收入差距不断扩大的重要原因。对此,加强女性从学校到职场的教育匹配,对于实现劳动力充分就业、女性公平就业和经济社会高质量发展具有重要政策启示。 展开更多
关键词 性别 教育失配 过度教育 收入不平等
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Evolution of the Gender Wage Gap among China's Urban Employees 被引量:10
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作者 Li Shi Song Jin Liu Xiaochuan 《Social Sciences in China》 2011年第3期161-180,共20页
Using data from the 1995, 2002 and 2007 surveys, the paper attempts to investigate whether the gender wage gap has continued to widen during the period under study. To answer the question, this paper utilizes decompos... Using data from the 1995, 2002 and 2007 surveys, the paper attempts to investigate whether the gender wage gap has continued to widen during the period under study. To answer the question, this paper utilizes decomposition methodology to decompose the wage difference between male and female employees into explained and unexplained components. The results of decomposition for 1995, 2002 and 2007 indicate that the gender wage gap increased significantly, particularly in the period 2002-2007, and that an increasing part of the gap was due to unexplained components. This implies rising discrimination against female employees in China's urban labor market. Decomposition results based on quantile regression analysis indicate the gender wage gap is greater for low wage groups, as is the share of unexplained components in the gap. 展开更多
关键词 urban China gender discrimination wage gap
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农民工性别工资差距的分位数回归分析——基于浙江农民工调查的经验研究 被引量:9
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作者 钱文荣 姜励卿 《财经论丛》 CSSCI 北大核心 2011年第3期19-24,共6页
本文利用浙江省农民工调查的微观数据,通过分位数回归和分位数分解的方法,研究了男性和女性农民工在整个工资分布上的差异及其影响因素。研究结果表明,随着收入水平的提高,农民工群体间的性别工资差异呈逐步扩大的趋势,但性别工资歧视... 本文利用浙江省农民工调查的微观数据,通过分位数回归和分位数分解的方法,研究了男性和女性农民工在整个工资分布上的差异及其影响因素。研究结果表明,随着收入水平的提高,农民工群体间的性别工资差异呈逐步扩大的趋势,但性别工资歧视程度在不断降低。在收入分布的低分位数上,歧视是造成农民工性别工资差距的主要原因;而在高分位数上,个人资源禀赋造成的差异则成为性别工资差距的主要来源。 展开更多
关键词 农民工 性别工资 分位数回归 分位数分解
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Does Fin tech Narrow the Gen der Wage Gap?Evidence from China 被引量:9
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作者 Qing Guo Siyu Chen Xiangquan Zeng 《China & World Economy》 2021年第4期142-166,共25页
Information and communication technology promotes the rapid development of fintech,which has a far-reaching impact on wage distribution in China.Using data from the Chinese General Social Survey and the Index of Digit... Information and communication technology promotes the rapid development of fintech,which has a far-reaching impact on wage distribution in China.Using data from the Chinese General Social Survey and the Index of Digital Financial Inclusion,this study examines the impact of fin tech on the gender wage gap.We find that fin tech(i)narrows the gender wage gap;(ii)reduces capital constraints and operating costs,thereby promoting female entrepreneurship,driving more women into employment,and enabling women to increase their wages and bargaining power within the household;and(iii)positively impacts the wages of women(and men)who have lower family economic status,and helps women(but not men)counter the risk of decline in wages caused by childbearing and caring under the two-child policy.These findings have important policy implications and provide evidence of women s improving economic conditions leading to a reduced gender wage gap. 展开更多
关键词 ENTREPRENEURSHIP fintech gender wage gap two-child policy
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职位性别隔离与收入分层 被引量:6
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作者 卿石松 郑加梅 《南方人口》 CSSCI 2013年第6期62-68,共7页
本文旨在从职位隔离的角度考察性别不平等问题,并为性别收入分层提供新的解释。利用1978年-1988年的企业调查数据发现,由于存在纵向的职位性别隔离,使得同工同酬和男女收入差距这对看似矛盾的命题可以并行不悖。而来自2003、2006和2008... 本文旨在从职位隔离的角度考察性别不平等问题,并为性别收入分层提供新的解释。利用1978年-1988年的企业调查数据发现,由于存在纵向的职位性别隔离,使得同工同酬和男女收入差距这对看似矛盾的命题可以并行不悖。而来自2003、2006和2008年全国综合社会调查数据的证据表明,近十年来职位隔离对男女收入差距的作用上升,超过三分之一的性别收入差距是由于女性集中于职位"金字塔"结构的底端。因此,缩小男女收入差距,必须促进女性职业地位的上升。 展开更多
关键词 职位隔离 性别歧视 收入差距
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教育与工资性别歧视 被引量:4
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作者 郭凤鸣 张世伟 《教育与经济》 CSSCI 北大核心 2012年第3期20-24,共5页
本文将东北城市劳动力按受教育程度划分为三个群体,应用分位数回归方法和反事实分析方法在个体水平上度量了每个群体中的工资性别歧视程度,并通过比较群体间和群体内部的工资歧视程度分析了教育对工资性别歧视的影响。研究表明,在所有... 本文将东北城市劳动力按受教育程度划分为三个群体,应用分位数回归方法和反事实分析方法在个体水平上度量了每个群体中的工资性别歧视程度,并通过比较群体间和群体内部的工资歧视程度分析了教育对工资性别歧视的影响。研究表明,在所有受教育群体中,均存在针对女性的工资歧视;随着个体受教育程度的提高,工资性别歧视不断缩小;在所有受教育群体中,随着工资水平的提高,工资性别歧视呈现出下降趋势。因此,政府在设计和实施公平的就业制度和工资制度的同时,通过发展教育提升女性人力资本水平,将有助于缓解工资性别歧视和缩小工资性别差异。 展开更多
关键词 教育 性别歧视 工资 反事实分析 分位数回归
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人力资本影响居民收入增长的空间效应——基于性别差异和收入结构的双视角
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作者 王刚 温涛 廖和平 《经济地理》 CSSCI CSCD 北大核心 2024年第9期46-55,共10页
人力资本对促进居民收入增长具有重要的理论与现实意义。文章基于我国2014—2020年31个省份的面板数据,采用空间杜宾等模型实证检验了人力资本影响居民收入增长的空间效应。结果表明:①整体而言,人力资本水平的提升会显著促进居民收入... 人力资本对促进居民收入增长具有重要的理论与现实意义。文章基于我国2014—2020年31个省份的面板数据,采用空间杜宾等模型实证检验了人力资本影响居民收入增长的空间效应。结果表明:①整体而言,人力资本水平的提升会显著促进居民收入水平的提高,性别差异层面,人力资本的促进作用男性较女性更强,上述结论通过了内生性检验和稳健性检验;②区域差异上,相较于西部地区,东部和中部地区人力资本促进居民收入的作用显著性较强,性别差异也更大,但空间溢出作用较小;③收入结构方面,人力资本对居民转移性收入具有显著的正向空间溢出效应,对居民财产性收入有显著的负向空间溢出效应,对于居民工资性收入水平,男性人力资本的促进作用显著性更强。研究结论有助于进一步厘清人力资本影响居民收入的内在机理、提高人力资本水平并发挥其空间溢出作用,进而为新时代高质量推进人力资本改革、缩小居民收入差距、实现共同富裕提供参考依据。 展开更多
关键词 人力资本 性别差异 居民收入 教育水平 财产性收入 工资性收入 区域差异 空间溢出效应
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Wages and Salaries of Czech Men and Women at the Beginning of the Third Millennium and the Impact of the Economical Recession on Their Development
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作者 Diana Bilkova 《Journal of Statistical Science and Application》 2014年第2期70-78,共9页
This paper deals with the development of the wage distribution in the Czech Republic since 2003, according to gender. It is a development of descriptive characteristics of location, differentiation and shape of wage d... This paper deals with the development of the wage distribution in the Czech Republic since 2003, according to gender. It is a development of descriptive characteristics of location, differentiation and shape of wage distribution, but also the development of concentration characteristic of wage distribution. Gross monthly wage of Czech employees represents the variable under research. Emphasis is placed on changes in the development of wage distribution since 2009 in connection with the onset of economic recession. The economic crisis has greatly influenced the development of the wage distribution in the Czech Republic, wage growth virtually stopped at this time. Differences in the development of wage distribution between men and women in the Czech Republic are also under this research. Development of wage distribution has been studied by modelling the distribution. Three-parametric lognormal curves are served as a theoretical probability distribution whose parameters were estimated using the L-moment method of point estimate of parameters. Dependence of gross monthly wage on gender has been the subject of research as well. This dependence was researched using one-way analysis of variance. Forecast of wage distribution of men and women in the Czech Republic for the years 2012 and 2013 is included in this research. 展开更多
关键词 wage distribution of men and women in the Czech Republic impact of globalcharacteristics of location differentiation shape and concentration of wage distribution gender development of wage distribution in timeeconomic crisis on wagedependence of wage on
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收入分配中的性别差异——来自工资与养老保险的解释 被引量:3
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作者 郭磊 毛畅果 《软科学》 CSSCI 北大核心 2018年第9期129-132,共4页
选取工资和养老保险作为衡量指标,以芬兰为例,比较公职人员和企业职工在两次分配中的性别间收入差距。研究发现:收入上的性别差异不仅体现在初次分配的工资上,还体现在再分配的养老保险中;养老保险的部门差异和性别差异源自整个劳动时... 选取工资和养老保险作为衡量指标,以芬兰为例,比较公职人员和企业职工在两次分配中的性别间收入差距。研究发现:收入上的性别差异不仅体现在初次分配的工资上,还体现在再分配的养老保险中;养老保险的部门差异和性别差异源自整个劳动时期的工资和工作年限的差别。因此,协调部门间和性别间收入差距应同时考虑工资和养老保险。 展开更多
关键词 收入分配 性别差异 工资 养老保险
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服务机器人创新对工资性别差异变化的影响研究 被引量:1
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作者 高子茗 吕洋 王亚丽 《中国人口科学》 CSSCI 北大核心 2023年第6期64-79,共16页
服务机器人创新改变了劳动力的技能优势和就业市场的性别分工,为推动性别平等提供了新契机。文章综合利用城市层次的服务机器人专利申请数据和CHIP微观调查数据,运用Oaxaca-Blinder分解方法测算了城市层次的工资性别歧视程度及其变动趋... 服务机器人创新改变了劳动力的技能优势和就业市场的性别分工,为推动性别平等提供了新契机。文章综合利用城市层次的服务机器人专利申请数据和CHIP微观调查数据,运用Oaxaca-Blinder分解方法测算了城市层次的工资性别歧视程度及其变动趋势,并在个体层次考察了性别工资差异的影响机制。研究发现:(1)服务机器人创新显著降低了城市服务业的工资性别歧视程度,相较于男性而言,女性的平均年工资水平显著提高;(2)服务机器人创新对女性工资的提升作用在较高学历人群中更加明显,在不同年龄、不同工作经验的人群中相应作用的异质性较小;(3)服务业的技能溢价是服务机器人创新降低工资性别歧视的主要机制,城市服务业发展与服务机器人创新相辅相成,在其中起着正向调节作用。文章研究结论表明,在数字经济时代,以服务机器人为代表的技术创新不仅有助于促进经济发展,而且对解决劳动力市场上长期存在的性别不平等问题具有积极作用,这从一个侧面体现了服务机器人创新的社会效应。 展开更多
关键词 机器人技术 性别平等 工资差异 技能溢价
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The gender pay gap: Review and update
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作者 Donatus I. Amaram 《Chinese Business Review》 2010年第6期51-58,共8页
This paper explores the research behind the wage gap between men and women, the reasons for and extent of the gap, and strategies for dealing with gender pay discrepancies. Historically, gender discrimination was the ... This paper explores the research behind the wage gap between men and women, the reasons for and extent of the gap, and strategies for dealing with gender pay discrepancies. Historically, gender discrimination was the traditional and easy explanation for pay discrepancies, but more aggressive enforcement of equal pay legislations has virtually diminished the validity of rationalizing the existence of pay differences solely on gender. Statistical data surrounding the pay gap point to other factors as more causal instruments that sustain and perpetuate the gap in spite of more than forty years of enforcement of equal pay legislations. The choices we make seem to predict and explain current wage gaps better than blatant gender discrimination does, and policies directed at improving those choices appear to be better strategic tools in closing the wage gap. 展开更多
关键词 gender wage gap wage discrimination gender bias occupational choices educational fields
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Financial Level of Czech and Slovak Employees
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作者 Diana Bilkova 《Journal of Modern Accounting and Auditing》 2015年第1期41-50,共10页
This paper deals with the development of wage distribution by gender in the Czech and Slovak Republics in the years of 2005-2012. Special attention is given to changes in the behavior of wage distribution in relation ... This paper deals with the development of wage distribution by gender in the Czech and Slovak Republics in the years of 2005-2012. Special attention is given to changes in the behavior of wage distribution in relation to the onset of the global economic recession. The different behavior of the wage distribution of Czech and Slovak employees during the period is the subject of research. The article discusses the differences in the wage level between men and women in the Czech and Slovak Republics. There are the total wage distributions of men and women together, both in the Czech Republic and in the Slovak Republic on one hand, and wage distributions according to the gender separately for men and women on the other hand. Special attention was paid to the development of Gini coefficient of the concentration in both countries according to the gender in the period under review, too. 展开更多
关键词 wage distribution by gender financial crisis wages of Czech and Slovak employees Gini coefficient ofconcentration forecasts of wage distribution
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农民工性别歧视与经济发展的关系探讨 被引量:1
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作者 丁志超 张沙沙 《青岛农业大学学报(社会科学版)》 2017年第2期11-16,共6页
考虑到农民工群体规模的不断扩大,群体内部的工资差异成为亟需考虑的问题。为分析性别歧视造成的农民工工资差异是否会随着经济发展水平的提高而减弱,从理论和实证两方面分析得出结论:我国农民工工资存在性别歧视的库兹涅茨曲线,即随着... 考虑到农民工群体规模的不断扩大,群体内部的工资差异成为亟需考虑的问题。为分析性别歧视造成的农民工工资差异是否会随着经济发展水平的提高而减弱,从理论和实证两方面分析得出结论:我国农民工工资存在性别歧视的库兹涅茨曲线,即随着经济发展水平的提高,因性别歧视等不可解释原因产生的农民工性别工资差异呈现先增后减的趋势,在分析中还发现全国各省份基本呈现男性工资高于女性的特征,且不可解释部分起到了加大性别工资差异的作用。 展开更多
关键词 农民工 性别歧视 工资差异 经济发展
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More Rights but Less Gains:Relaxed Birth Control Policyand the Loss for Women
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作者 Ying Zhao Lin Zhang +1 位作者 Yuanping Lu Bo Wen 《China & World Economy》 2023年第2期159-191,共33页
In view of its aging population,China initiated in 2012 a relaxed birth control policy after a three-decades-long implementation of the restrictive one-child policy.This paper examines how China's relaxed birth co... In view of its aging population,China initiated in 2012 a relaxed birth control policy after a three-decades-long implementation of the restrictive one-child policy.This paper examines how China's relaxed birth control policy leads to gender inequality.It specifically focuses on migrant workers because they account for a significant portion of the working group.Using the National Migrant Population Dynamic Monitoring Survey from 2014 to 2016,we found that China's two-child pilot policy reduced female labor force participation by 1.4 percentage points.This negative effect was more pronounced for women with higher educational levels or working in the private sector because employers foresee greater risks of productivity decline.We demonstrated that the gender pay gap increased from RMB956 to RMB1,053 during this same period.Pinpointing these unintended consequences brought about by the relaxation of the one-child policy helps provide a more complete picture of inequality and make sense of persistent relative poverty in Chinese society.To counteract gender discrimination,females are advised to work outside their home jurisdictions and take advantage of positive peer effects. 展开更多
关键词 birth control gender inequality migrant worker two-child policy wage gap
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Labour market segmentation by ownership type and gender wage gap in urban China:evidence from CHIP2013 被引量:1
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作者 Xinxin Ma 《Economic and Political Studies》 2017年第3期305-325,共21页
This paper explores the labour market segmentation by ownership type and its impact on the gender wage gap in urban China.Using the latest data of the China Household Income Project(CHIP)survey conducted in 2014(CHIP2... This paper explores the labour market segmentation by ownership type and its impact on the gender wage gap in urban China.Using the latest data of the China Household Income Project(CHIP)survey conducted in 2014(CHIP2013)and based on the Brown et al.model,I employ the decomposition analysis in this study.It is found that although both inter-sector differentials and intra-sector differentials affect the gender wage gap,the effect of intra-sector differentials is greater.In addition,in considering the effect of intra-sector differentials,the influence of unexplained differentials is greater than that of explained differentials.The results indicate that when other factors are held constantly,discrimination against female workers in a given sector is more serious,which is the main factor that causes the gender wage gap in urban China. 展开更多
关键词 Labour market segmentation ownership type gender wage gap urban China
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Leisure participation patterns and gender wage gap:Evidence from Chinese manufacturing industry
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作者 Wei Xiang Ma Emily Wang Pengfei 《China Finance and Economic Review》 2017年第4期3-22,共20页
This paper aims at explaining the gender wage gap in the labor market from the perspective of leisure participation patterns between men and women.The traditional view is that time and effort spent in child-bearing ac... This paper aims at explaining the gender wage gap in the labor market from the perspective of leisure participation patterns between men and women.The traditional view is that time and effort spent in child-bearing activities are major sources of gender wage gap.Women,particularly in Chinese society are the major career of children and share a large portion of housework,thus,lacking time for the accumulation of human capital.This directly affects women’s employment status in the labor market as well as wages gaps with men.This study empirically examines the within-job wage differences between men and women in the same occupation and establishment in relationship to their leisure participation patterns.Data were collected via Time Diary Survey from“blue-collar”employees of a Chinese factory,producing parts for cars.The results showed that differences of time allocation in social time and passive leisure time between men and women contribute to gender wage gap.The study also uncovered the hidden gender discrimination in a male-dominated society.This study calls for institutional arrangements by the Chinese government to acknowledge women’s need and rights in workplace. 展开更多
关键词 gender wage gap leisure participation pattern China
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