The Choice of Policy Comparisons and Relevant Evidence and Approach to Selection Bias Are Keys to the Debate

IF 2.8 3区 管理学 Q2 ECONOMICS
Douglas N. Harris
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Wolf's summary averages the modest positive average treatment effects of small-scale, targeted programs with the negative effects of more relevant statewide programs. Two issues arise here, the first being the central role of eligibility targeting. Almost every study in Wolf's review pertains to programs targeted to low-income students. But the policy we are debating is <i>universal</i> school vouchers. This is a problem because, as I explained, there is a general research consensus that school choice works better for disadvantaged students (Chen and Harris <span>2023</span>; Cohodes and Roy <span>2024</span>). This means almost all the studies he is citing are overly optimistic about the effects we can expect from universal voucher programs.</p><p>To reinforce his argument, Wolf quotes Howard Fuller as saying, “School choice is widespread in America, unless you are poor.” Setting aside that this quote is also dated (see above on increasingly widespread public school choice), this raises the question, if the goal were to increase choice for disadvantaged students, then why not target the program to those students? A more reasonable case can be made for a targeted program than for universal programs, given the targeted programs are more effective and less costly.</p><p>The word “universal” with today's vouchers also signals the programs’ lack of geographic boundaries. Until the last decade, essentially all U.S. voucher studies were in individual cities. 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This has hamstrung researchers trying to understand program effects, forcing them to rely mostly on matching based on observable differences. The only statewide studies where we see positive effects on long-term outcomes like college-going are those where selection bias is a real concern.</p><p>Wolf does not mention that the most important study in the debate—his own study of Louisiana (Erickson et al. <span>2021</span>)—found no average effect on college-going. This study is the most convincing of all because it is statewide and students were randomized to voucher receipt. This critical study finds no effect on college-going even though targeted to the disadvantaged students who are supposed to benefit most. The authors also find large <i>negative</i> effects from this program on student achievement.</p><p>Perhaps the strongest evidence Wolf presents for the pro-universal-voucher/ESA side is that parents seem more satisfied with private schools than public schools. Parent satisfaction is an important outcome, but selection also makes this evidence difficult to interpret. As I have emphasized, private schools have two built-in advantages over public schools: (1) they can select their students; and (2) they can teach religion. In the first case, those who successfully gain admission to private schools will give them higher ratings because they are tailored to their private needs and reduce interaction with the more disruptive, less “desirable,” and expensive-to-serve students who are rejected. It is difficult to know whether this shaping of the student body is the main reason for higher satisfaction.</p><p>We can similarly expect families who want more religious teaching to use their vouchers to choose religious schools and give them higher ratings, too. Is this good for education overall, according to Levin's framework? 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European vouchers are more like the charter schools that, as I explained at the beginning of this response, are the main <i>alternative</i> to vouchers.</p><p>Overall, as I originally argued, it still seems difficult to make a case for universal vouchers/ESAs based using standard policy analysis. Public school choice has a stronger academic track record, especially at scale and for a broad range of students. Again, while the policy has some merit on liberty grounds, it poses risks both for academic achievement and social cohesion.</p><p>Epilogue: I had submitted my first piece before vouchers became a part of federal law as part of President Trump's <i>Big Beautiful Bill</i>. This policy allows states to opt in to a tax credit program that will allow people to donate to scholarship granting organizations (SGOs) that, in turn, will grant vouchers to eligible state students. 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引用次数: 0

Abstract

Patrick Wolf and I use the same framework for evaluating universal vouchers/ESAs, from Levin (2002), but we come to different conclusions. Why is that? In my view, this is because I disagree with his choices about the counterfactual policies and the relevant evidence, and his interpretation of that evidence with respect to selection bias. All of this is at the heart of the debate.

First, his counterfactual is not the status quo. His analysis includes references to the public education system as it was all the way back in the mid-1800s. Some of his analysis might have been reasonable up through the early 1990s but the choice landscape changed long ago. More than a third of students were attending schools other than their neighborhood public schools before the recent cascade of vouchers, mostly because of expanding public school open enrollment, charter schools, and publicly supported virtual/homeschooling. Given these recent and significant expansions of public school choice, it is difficult to see why we would compare universal vouchers to a form of universal traditional public education that has faded away.

Such a comparison seems like a straw man and significantly changes the interpretation of evidence. Public school choice programs, as I explained in my initial essay, seem to have some of the same advantages as vouchers (e.g., positive competitive effects), while also avoiding some of their disadvantages (e.g., social cohesion and negative achievement participation effects).

Now, consider the evidence on vouchers. Wolf's summary averages the modest positive average treatment effects of small-scale, targeted programs with the negative effects of more relevant statewide programs. Two issues arise here, the first being the central role of eligibility targeting. Almost every study in Wolf's review pertains to programs targeted to low-income students. But the policy we are debating is universal school vouchers. This is a problem because, as I explained, there is a general research consensus that school choice works better for disadvantaged students (Chen and Harris 2023; Cohodes and Roy 2024). This means almost all the studies he is citing are overly optimistic about the effects we can expect from universal voucher programs.

To reinforce his argument, Wolf quotes Howard Fuller as saying, “School choice is widespread in America, unless you are poor.” Setting aside that this quote is also dated (see above on increasingly widespread public school choice), this raises the question, if the goal were to increase choice for disadvantaged students, then why not target the program to those students? A more reasonable case can be made for a targeted program than for universal programs, given the targeted programs are more effective and less costly.

The word “universal” with today's vouchers also signals the programs’ lack of geographic boundaries. Until the last decade, essentially all U.S. voucher studies were in individual cities. Unfortunately, the effects of small programs rarely scale up, in part because they are piloted in locations where we expect them to be effective. This is such a significant issue that the U.S. Department of Education's Institute of Education Sciences has (or at least had) an entirely separate funding category for research involving scale up. Once these important distinctions, of both scale and income/urbanicity targeting, are made, it is difficult to make the case for vouchers on academic achievement grounds.

Our third disagreement pertains to voucher evidence on high school graduation and college-going. He relies on studies that suffer from significant sources of potential selection bias. Unlike most public policies, where access to programs among eligible people is guaranteed, selection threatens voucher studies in two directions. In addition to families choosing schools, private schools can select their own students. This has hamstrung researchers trying to understand program effects, forcing them to rely mostly on matching based on observable differences. The only statewide studies where we see positive effects on long-term outcomes like college-going are those where selection bias is a real concern.

Wolf does not mention that the most important study in the debate—his own study of Louisiana (Erickson et al. 2021)—found no average effect on college-going. This study is the most convincing of all because it is statewide and students were randomized to voucher receipt. This critical study finds no effect on college-going even though targeted to the disadvantaged students who are supposed to benefit most. The authors also find large negative effects from this program on student achievement.

Perhaps the strongest evidence Wolf presents for the pro-universal-voucher/ESA side is that parents seem more satisfied with private schools than public schools. Parent satisfaction is an important outcome, but selection also makes this evidence difficult to interpret. As I have emphasized, private schools have two built-in advantages over public schools: (1) they can select their students; and (2) they can teach religion. In the first case, those who successfully gain admission to private schools will give them higher ratings because they are tailored to their private needs and reduce interaction with the more disruptive, less “desirable,” and expensive-to-serve students who are rejected. It is difficult to know whether this shaping of the student body is the main reason for higher satisfaction.

We can similarly expect families who want more religious teaching to use their vouchers to choose religious schools and give them higher ratings, too. Is this good for education overall, according to Levin's framework? To the extent we are interested in the private good elements of education, and liberty generally, it would seem so, but it would also raise questions about another of Levin's criteria: social cohesion. As I emphasized, the evidence on vouchers and social cohesion is quite limited.

On this point, Wolf writes “many European countries have achieved a high level of social cohesion by instituting universal private school choice.” While he provides no citation to support this statement, it is important to note that these programs are designed very differently than the current universal vouchers/ESAs in the U.S. In particular, those schools are required to teach the state/national curriculum and students are generally required to take the national exams. Such rules almost certainly do help facilitate social cohesion, but they have been actively rejected in today's U.S. voucher context. European vouchers are more like the charter schools that, as I explained at the beginning of this response, are the main alternative to vouchers.

Overall, as I originally argued, it still seems difficult to make a case for universal vouchers/ESAs based using standard policy analysis. Public school choice has a stronger academic track record, especially at scale and for a broad range of students. Again, while the policy has some merit on liberty grounds, it poses risks both for academic achievement and social cohesion.

Epilogue: I had submitted my first piece before vouchers became a part of federal law as part of President Trump's Big Beautiful Bill. This policy allows states to opt in to a tax credit program that will allow people to donate to scholarship granting organizations (SGOs) that, in turn, will grant vouchers to eligible state students. This is a good example of the type of policy that is difficult to justify based on the empirical evidence and Levin's criteria. From an equity standpoint, the program is only slightly targeted—being available to almost 90% of Americans by income. While the details of this new program are not available, there is little reason to expect any better results than what I have described so far.

政策比较的选择、相关证据和选择偏差的方法是辩论的关键
帕特里克·沃尔夫(Patrick Wolf)和我使用莱文(Levin, 2002)提出的相同框架来评估普遍代金券/ esa,但我们得出了不同的结论。为什么呢?在我看来,这是因为我不同意他对反事实政策和相关证据的选择,以及他对选择偏见的证据的解释。所有这些都是辩论的核心。首先,他的反事实不是现状。他的分析中提到了19世纪中期的公共教育系统。他的一些分析在20世纪90年代早期可能是合理的,但选择格局很久以前就改变了。在最近一系列的代金券之前,超过三分之一的学生在附近的公立学校以外的学校上学,主要是因为公立学校开放招生,特许学校和公共支持的虚拟/在家上学。考虑到最近公立学校选择范围的显著扩大,很难理解我们为什么要将普及代金券与一种已经消失的普及传统公共教育形式进行比较。这样的比较似乎是一个稻草人,并显著改变了对证据的解释。正如我在最初的文章中所解释的那样,公立学校选择计划似乎具有与教育券相同的一些优点(例如,积极的竞争效应),同时也避免了一些缺点(例如,社会凝聚力和消极的成就参与效应)。现在,考虑一下有关代金券的证据。沃尔夫的总结将小规模的、有针对性的项目的适度积极平均治疗效果与更相关的全州项目的负面影响进行了平均。这里出现了两个问题,第一个是资格定位的核心作用。在沃尔夫的评论中,几乎每一项研究都与针对低收入学生的项目有关。但我们正在讨论的政策是普及教育券。这是一个问题,因为正如我解释的那样,有一个普遍的研究共识,即学校选择对弱势学生更有效(Chen和Harris 2023; Cohodes和Roy 2024)。这意味着,他所引用的几乎所有研究都对普遍代金券计划的效果过于乐观。为了加强他的观点,沃尔夫引用了霍华德·富勒的话说:“在美国,学校选择很普遍,除非你很穷。”撇开这句话也过时了(见上文越来越广泛的公立学校选择),这就提出了一个问题,如果目标是增加弱势学生的选择,那么为什么不针对这些学生呢?有针对性的计划比普遍计划更合理,因为有针对性的计划更有效,成本更低。今天的代金券上的“普及”一词也表明,这些项目缺乏地域界限。直到过去十年,基本上所有的美国代金券研究都是在个别城市进行的。不幸的是,小项目的效果很少扩大,部分原因是它们在我们期望它们有效的地方进行试点。这是一个如此重要的问题,以至于美国教育部的教育科学研究所(Institute of Education Sciences)已经(或至少已经)为涉及规模扩大的研究设立了一个完全独立的资助类别。一旦确定了规模和收入/城市化目标的这些重要区别,就很难证明以学业成绩为基础的代金券是合理的。我们的第三个分歧是关于高中毕业和上大学的代金券证据。他所依赖的研究存在潜在的选择偏差。与大多数公共政策不同的是,在大多数公共政策中,保证符合条件的人能够获得项目,选择从两个方向威胁着代金券研究。除了家庭选择学校外,私立学校也可以选择自己的学生。这阻碍了试图理解程序效应的研究人员,迫使他们主要依靠基于可观察到的差异的匹配。在全州范围内的研究中,我们看到的对上大学等长期结果有积极影响的,只有那些选择偏见真正令人担忧的研究。Wolf没有提到辩论中最重要的研究——他自己对路易斯安那州的研究(Erickson et al. 2021)——发现对上大学没有平均影响。这项研究是最有说服力的,因为它是全州范围的,学生是随机接受代金券的。这项批判性的研究发现,即使是针对那些本应受益最多的弱势学生,对大学入学也没有影响。作者还发现该项目对学生成绩有很大的负面影响。也许沃尔夫提出的支持普及教育券/ESA的最有力证据是,家长似乎对私立学校比公立学校更满意。父母满意度是一个重要的结果,但选择也使这个证据难以解释。 正如我所强调的,私立学校比公立学校有两个固有的优势:(1)他们可以选择学生;(2)他们可以教授宗教。在第一种情况下,那些成功被私立学校录取的人会给他们更高的评分,因为这些学校是根据他们的私人需求量身定制的,减少了与那些被拒绝的更具破坏性、不那么“可取”、服务成本更高的学生的互动。很难知道学生身体的这种塑造是否是高满意度的主要原因。同样,我们也可以期待那些想要更多宗教教育的家庭使用他们的代金券来选择宗教学校,并给他们更高的评分。根据莱文的框架,这对整体教育有利吗?在某种程度上,我们对教育和自由的私人利益元素感兴趣,似乎是这样,但这也会引发对莱文的另一个标准的质疑:社会凝聚力。正如我所强调的,关于代金券和社会凝聚力的证据相当有限。在这一点上,沃尔夫写道:“许多欧洲国家通过建立普遍的私立学校选择制度,实现了高度的社会凝聚力。”虽然他没有提供任何证据来支持这一说法,但值得注意的是,这些计划的设计与美国目前的通用代金券/ esa非常不同。特别是,这些学校被要求教授州/国家课程,学生通常被要求参加国家考试。这些规则几乎肯定有助于促进社会凝聚力,但在今天的美国代金券环境下,它们遭到了积极的拒绝。欧洲的代金券更像是特许学校,正如我在回复开头解释的那样,是代金券的主要替代方案。总的来说,正如我最初所说的那样,基于标准的政策分析,似乎仍然很难为普遍的代金券/ esa提供理由。公立学校的选择有更好的学术记录,特别是在规模和广泛的学生中。再者,尽管这项政策在自由方面有一定的优点,但它对学术成就和社会凝聚力都构成了风险。结语:在代金券作为特朗普总统的大美丽法案的一部分成为联邦法律的一部分之前,我提交了我的第一篇文章。这项政策允许各州选择加入一项税收抵免计划,该计划将允许人们向奖学金授予组织捐款,而奖学金授予组织将向符合条件的州立学生发放代金券。这是很难根据经验证据和莱文的标准来证明的政策类型的一个很好的例子。从公平的角度来看,该计划的针对性并不强——按收入计算,几乎90%的美国人都能享受到该计划。虽然这个新计划的细节尚不清楚,但没有理由期待比我目前所描述的更好的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
5.80
自引率
2.60%
发文量
82
期刊介绍: This journal encompasses issues and practices in policy analysis and public management. Listed among the contributors are economists, public managers, and operations researchers. Featured regularly are book reviews and a department devoted to discussing ideas and issues of importance to practitioners, researchers, and academics.
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