How to Improve the Supply of High-Quality Teachers

E. Hanushek, Steven G. Rivkin
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This evidence is then related to current policy initiatives as generally bounded by recommendations to tighten up on teacher qualifications and recommendations to loosen up on entry with stronger subsequent incentives. ∗ Stanford University, National Bureau of Economic Research, and University of Texas at Dallas; Amherst College, National Bureau of Economic Research, and University of Texas at Dallas, respectively. This research has been supported by a grant from the Packard Humanities Institute. How to Improve the Supply of High Quality Teachers By Eric A. Hanushek and Steven G. Rivkin When considering schools, one cannot help but pay attention to teachers. After all, teachers are the largest single budget item of schools, and, more importantly, many believe that they are the most important determinant of school quality. Yet research does not find a systematic link between teacher characteristics and student outcomes, leading to doubts about many current policy thrusts that are keyed to measurable attributes of teachers and their background. The relevant research follows four distinct lines that relate in varying ways to teacher quality. At the most aggregate level and possibly the most influential, a variety of studies have traced changes over time in the salaries of teachers relative to those in other occupations. Going beyond that, a second level of studies relates pay and other characteristics of teaching jobs to the characteristics of teachers in different schools and districts and teacher turnover. A third line of research, following naturally from these, relates teacher characteristics to student performance. It is the failure to find a strong relationship between the contributions of teachers to student achievement and other outcomes on the one hand and teacher education, experience and salaries on the other that is so inconsistent with the popular view of teachers as a key determinant of the quality of education. Finally, the fourth line of research appears to have solved this conundrum by demonstrating both the large impact of teachers on student learning and the lack of explanatory power of traditional quality measures. The central focus of this paper is to relate these various bodies of research to a set of teacher quality policy initiatives. These proposals can be divided into three broad areas that are not mutually exclusive. First, because salaries of teachers have fallen relative to other jobs, some argue an obvious move is simply to restore teacher salaries to their previous position in the earnings distribution in order to attract better teachers into the profession. Second, states should adopt more stringent qualifications for teachers such as mandatory Master’s Degrees in order to improve quality. Salary increases are often but by no means always recommended along with more stringent qualifications in order to offset any possible negative impacts on teacher supply. Finally, an alternative set of policy proposals has taken a very different tact. These typically advocate less strict rather than stricter requirements in combination with incentives for higher teacher performance and improved school personnel practices. We begin with a discussion of the existing research on teachers. This provides the backdrop for a more thorough discussion of the policy options. Research on Teacher Quality While the evidence related to teacher quality is widely scattered, there are common themes. A key distinction is whether or not the investigations are related directly to student outcomes or simply rely upon a presumed relationship. Aggregate Salary Trends A starting point in the consideration of teacher quality is the evolution of teacher salaries over time. Figure 1 traces the wages of teachers aged 20-29 compared to those of other young college graduates between 1940 and 1990. The calculations, done separately by gender, give the proportion of nonteachers with a bachelor’s degree or more who earn less than the average teacher. Over the entire time period since WWII, salaries of young female and male teachers have fallen relative to those for other occupations. However, there are substantial gender differences in the time path of relative salaries. For males, relative salaries fell between 1940 and 1960 but have remained roughly constant afterwards. For females, relative salaries started out high – above the median for college educated females – but then continuously fell. The changes are easiest to see for young teachers and college graduates, where the adjustment has been larger, but they also hold for teachers of all ages (see Hanushek and Rivkin (1997)). In other words, the growth in late career salaries has not offset the decline in salaries for younger teachers. Others have attempted to go deeper into the structure of teacher supply responses. Flyer and Rosen (1997) describe a more formal model of changing female opportunities and its impact on the teaching profession. Lakdawalla (2001, 2002) extends this to concentrate on the role of productivity changes in competing industries. There can be little doubt that technological change, expanded opportunities for women, growth in international trade and other factors that have increased the demand for highly skilled workers have placed upward pressure on teacher salaries. The decline in the relative earnings of teachers has likely led to a fall in average teacher quality over this period, though the shorter term implications of a change in relative earnings is less clear cut (Ballou and Podgursky (1997)). However, the extent of that quality decline is unclear and depends in large part on the correlation between teaching skill and the skills rewarded in the non-teacher labor market. In a simple unidimensional skill framework in which non-pecuniary factors play no role, the substantial decline in relative salary would be expected to lead to a large fall in teacher quality. However, a more complex and realistic framework in which the skill set of teachers differs from that of other professionals suggests the possibility of a more muted response to the salary changes. For example, if teaching places greater emphasis on a set of communication and interpersonal relation skills than the general labor market, the salaries relative to all college graduates may not provide a particularly good index of teacher quality. 1 Note that salaries for teachers include all earnings, regardless of source. Thus, any summer or school year earnings outside of teaching are included. No adjustments are made, however, for any differences in the length of the school day or in the days worked during the year. Nor is any calculation of employer paid fringe benefits made. A clear discussion of the importance of each of these along with interpretation of the overall salary differences can be found in (Podgursky (2003). For the time series comparisons, these omitted elements of compensation are most relevant, if there have been relative changes in the importance of them between teachers and nonteachers over time. We currently have little data on any such changes. Figure 1. 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引用次数: 262

Abstract

Virtually everybody interested in improving the performance of schools concentrates on the importance of teacher quality. Yet policy recommendations related to teacher quality frequently do not incorporate existing evidence about performance. This paper reviews the various strands of research related to teacher quality including: the role of aggregate salaries, the supply of teachers with different characteristics, the relationship between teacher characteristics and student achievement, and direct estimates of the value-added of teachers. This evidence is then related to current policy initiatives as generally bounded by recommendations to tighten up on teacher qualifications and recommendations to loosen up on entry with stronger subsequent incentives. ∗ Stanford University, National Bureau of Economic Research, and University of Texas at Dallas; Amherst College, National Bureau of Economic Research, and University of Texas at Dallas, respectively. This research has been supported by a grant from the Packard Humanities Institute. How to Improve the Supply of High Quality Teachers By Eric A. Hanushek and Steven G. Rivkin When considering schools, one cannot help but pay attention to teachers. After all, teachers are the largest single budget item of schools, and, more importantly, many believe that they are the most important determinant of school quality. Yet research does not find a systematic link between teacher characteristics and student outcomes, leading to doubts about many current policy thrusts that are keyed to measurable attributes of teachers and their background. The relevant research follows four distinct lines that relate in varying ways to teacher quality. At the most aggregate level and possibly the most influential, a variety of studies have traced changes over time in the salaries of teachers relative to those in other occupations. Going beyond that, a second level of studies relates pay and other characteristics of teaching jobs to the characteristics of teachers in different schools and districts and teacher turnover. A third line of research, following naturally from these, relates teacher characteristics to student performance. It is the failure to find a strong relationship between the contributions of teachers to student achievement and other outcomes on the one hand and teacher education, experience and salaries on the other that is so inconsistent with the popular view of teachers as a key determinant of the quality of education. Finally, the fourth line of research appears to have solved this conundrum by demonstrating both the large impact of teachers on student learning and the lack of explanatory power of traditional quality measures. The central focus of this paper is to relate these various bodies of research to a set of teacher quality policy initiatives. These proposals can be divided into three broad areas that are not mutually exclusive. First, because salaries of teachers have fallen relative to other jobs, some argue an obvious move is simply to restore teacher salaries to their previous position in the earnings distribution in order to attract better teachers into the profession. Second, states should adopt more stringent qualifications for teachers such as mandatory Master’s Degrees in order to improve quality. Salary increases are often but by no means always recommended along with more stringent qualifications in order to offset any possible negative impacts on teacher supply. Finally, an alternative set of policy proposals has taken a very different tact. These typically advocate less strict rather than stricter requirements in combination with incentives for higher teacher performance and improved school personnel practices. We begin with a discussion of the existing research on teachers. This provides the backdrop for a more thorough discussion of the policy options. Research on Teacher Quality While the evidence related to teacher quality is widely scattered, there are common themes. A key distinction is whether or not the investigations are related directly to student outcomes or simply rely upon a presumed relationship. Aggregate Salary Trends A starting point in the consideration of teacher quality is the evolution of teacher salaries over time. Figure 1 traces the wages of teachers aged 20-29 compared to those of other young college graduates between 1940 and 1990. The calculations, done separately by gender, give the proportion of nonteachers with a bachelor’s degree or more who earn less than the average teacher. Over the entire time period since WWII, salaries of young female and male teachers have fallen relative to those for other occupations. However, there are substantial gender differences in the time path of relative salaries. For males, relative salaries fell between 1940 and 1960 but have remained roughly constant afterwards. For females, relative salaries started out high – above the median for college educated females – but then continuously fell. The changes are easiest to see for young teachers and college graduates, where the adjustment has been larger, but they also hold for teachers of all ages (see Hanushek and Rivkin (1997)). In other words, the growth in late career salaries has not offset the decline in salaries for younger teachers. Others have attempted to go deeper into the structure of teacher supply responses. Flyer and Rosen (1997) describe a more formal model of changing female opportunities and its impact on the teaching profession. Lakdawalla (2001, 2002) extends this to concentrate on the role of productivity changes in competing industries. There can be little doubt that technological change, expanded opportunities for women, growth in international trade and other factors that have increased the demand for highly skilled workers have placed upward pressure on teacher salaries. The decline in the relative earnings of teachers has likely led to a fall in average teacher quality over this period, though the shorter term implications of a change in relative earnings is less clear cut (Ballou and Podgursky (1997)). However, the extent of that quality decline is unclear and depends in large part on the correlation between teaching skill and the skills rewarded in the non-teacher labor market. In a simple unidimensional skill framework in which non-pecuniary factors play no role, the substantial decline in relative salary would be expected to lead to a large fall in teacher quality. However, a more complex and realistic framework in which the skill set of teachers differs from that of other professionals suggests the possibility of a more muted response to the salary changes. For example, if teaching places greater emphasis on a set of communication and interpersonal relation skills than the general labor market, the salaries relative to all college graduates may not provide a particularly good index of teacher quality. 1 Note that salaries for teachers include all earnings, regardless of source. Thus, any summer or school year earnings outside of teaching are included. No adjustments are made, however, for any differences in the length of the school day or in the days worked during the year. Nor is any calculation of employer paid fringe benefits made. A clear discussion of the importance of each of these along with interpretation of the overall salary differences can be found in (Podgursky (2003). For the time series comparisons, these omitted elements of compensation are most relevant, if there have been relative changes in the importance of them between teachers and nonteachers over time. We currently have little data on any such changes. Figure 1. Percent college educated earning less than average teacher, by gender, age 20-29 from 1940-2000
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如何提高高素质教师的供给
几乎每个对提高学校绩效感兴趣的人都把注意力集中在教师素质的重要性上。然而,与教师素质有关的政策建议往往没有纳入有关教师表现的现有证据。本文回顾了与教师质量相关的各种研究,包括:总工资的作用、不同特征教师的供给、教师特征与学生成绩的关系以及教师增值的直接估计。这一证据与当前的政策举措有关,这些政策举措通常限于收紧教师资格的建议和放松入职限制的建议,并附带更强的后续激励措施。*斯坦福大学、国家经济研究局和德克萨斯大学达拉斯分校;分别是阿默斯特学院、国家经济研究局和德克萨斯大学达拉斯分校。这项研究得到了帕卡德人文学院的资助。作者:Eric A. Hanushek和Steven G. Rivkin说到学校,人们不得不注意到教师。毕竟,教师是学校最大的单一预算项目,更重要的是,许多人认为他们是学校质量最重要的决定因素。然而,研究并没有发现教师特征和学生成绩之间的系统联系,这导致人们对许多当前的政策重点产生怀疑,这些政策重点是教师的可衡量属性及其背景。相关研究遵循四条不同的主线,以不同的方式与教师素质相关。在最综合的层面上,也可能是最具影响力的层面上,各种各样的研究追踪了教师相对于其他职业的工资随时间的变化。除此之外,第二个层次的研究将教学工作的工资和其他特征与不同学校和地区的教师特征以及教师更替联系起来。第三条研究顺理应章地将教师的特点与学生的表现联系起来。教师对学生成绩和其他成果的贡献与教师的教育、经验和工资之间的紧密关系是失败的,这与普遍认为教师是教育质量的关键决定因素的观点是如此不一致。最后,第四项研究似乎解决了这个难题,既证明了教师对学生学习的巨大影响,又证明了传统质量衡量标准缺乏解释力。本文的中心焦点是将这些不同的研究机构与一套教师素质政策举措联系起来。这些建议可以分为三个并不相互排斥的广泛领域。首先,由于教师的工资相对于其他工作已经下降,一些人认为,一个显而易见的举措是简单地将教师的工资恢复到他们以前在收入分配中的位置,以吸引更好的教师进入这个行业。其次,各州应该对教师采取更严格的资格要求,如强制性的硕士学位,以提高质量。为了抵消对教师供应可能产生的负面影响,经常(但绝不总是)建议提高工资,同时提高教师资格。最后,另一套政策建议采取了截然不同的策略。他们通常主张不那么严格的要求,而不是更严格的要求,同时鼓励提高教师的表现和改善学校的人事实践。我们首先对现有的教师研究进行了讨论。这为更彻底地讨论政策选择提供了背景。教师素质的研究尽管与教师素质有关的证据很分散,但有一个共同的主题。一个关键的区别是,调查是否与学生的成绩直接相关,还是仅仅依赖于一种假定的关系。考虑教师素质的一个出发点是教师工资随时间的演变。图1追溯了1940年至1990年间20-29岁教师与其他年轻大学毕业生的工资对比。这些计算是按性别分开进行的,得出了拥有学士或以上学位的非教师收入低于平均水平的比例。自第二次世界大战以来的整个时期,年轻男女教师的工资相对于其他职业有所下降。然而,在相对工资的时间路径上存在着实质性的性别差异。男性的相对工资在1940年至1960年间有所下降,但此后基本保持不变。 对于女性来说,相对工资开始时很高——高于受过大学教育的女性的中位数——但随后持续下降。这些变化在年轻教师和大学毕业生中最容易看到,他们的调整幅度更大,但它们也适用于所有年龄段的教师(见Hanushek和Rivkin(1997))。换句话说,职业生涯后期工资的增长并没有抵消年轻教师工资的下降。其他人则试图更深入地研究教师供应反应的结构。Flyer和Rosen(1997)描述了一个更正式的改变女性机会的模型及其对教学职业的影响。Lakdawalla(2001,2002)将其扩展到专注于竞争行业中生产率变化的作用。毫无疑问,技术变革、妇女机会的扩大、国际贸易的增长和其他因素增加了对高技能工人的需求,给教师工资带来了上行压力。教师相对收入的下降很可能导致这一时期教师平均素质的下降,尽管相对收入变化的短期影响不太明确(Ballou和Podgursky(1997))。然而,这种质量下降的程度尚不清楚,在很大程度上取决于教学技能与非教师劳动力市场中奖励的技能之间的相关性。在一个简单的单维技能框架中,非金钱因素不发挥作用,相对工资的大幅下降将导致教师质量的大幅下降。然而,一个更为复杂和现实的框架表明,教师的技能组合不同于其他专业人员,这表明对工资变化的反应可能更为温和。例如,如果教学比一般劳动力市场更强调一套沟通和人际关系技能,那么相对于所有大学毕业生的工资可能不能提供一个特别好的教师质量指标。请注意,教师的工资包括所有收入,不论其来源。因此,教学以外的任何暑期或学年收入都包括在内。然而,不作任何调整,在学校的一天的长度或在一年中工作的日子的任何差异。也没有计算雇主支付的附加福利。在Podgursky(2003)中可以找到对这些因素的重要性以及对总体工资差异的解释的清晰讨论。对于时间序列比较,如果在教师和非教师之间的重要性随着时间的推移存在相对变化,那么这些被省略的薪酬因素是最相关的。我们目前几乎没有这类变化的数据。图1所示。1940-2000年间,按性别、20-29岁划分,受过大学教育的教师收入低于平均水平的百分比
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