沃什寻求更优通胀数据之路:美联储的老生常谈与艰巨挑战


2026-04-24 10:02:32 UTC / 路透社
作者:霍华德·施奈德
2026年4月24日 美国东部时间上午10:02 | 更新于1小时前

美国前总统唐纳德·特朗普提名的下一任美联储主席人选凯文·沃什,2026年4月21日在华盛顿国会山出席参议院银行委员会的确认听证会。路透社/凯文·拉马克/档案照片 购买授权,打开新标签页

  • 内容摘要
  • 美联储拥有多种衡量“核心”通胀的方法
  • 沃什提议改革,但无法保证新框架能带来更准确的结果
  • 美联储官员与沃什均认为,人工智能对生产率和通胀的影响仍不确定

华盛顿,4月24日(路透社)——美联储主席提名人选凯文·沃什呼吁重新审视通胀的衡量方式,但他在美联储内部寻找新思路时,或许不会在海量备选模型、指标和预测中陷入选择困难,这些工具本就是为了准确理解物价水平变化而设计的。

最近一个月的数据就凸显了这一困境。

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美联储追踪的核心通胀指标2月数据显示,通胀率较美联储2%的目标高出近一个百分点。达拉斯联邦储备银行采用沃什青睐的剔除异常值方法进行的单独计算,则得出了接近目标的2.3%增速——该方法会移除诸如移动服务价格年化暴涨384%、计算器和打字机价格年化暴跌50%这类极端波动项。

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与此同时,克利夫兰联邦储备银行通胀研究中心聚焦价格涨幅的中位数,发现其与美国经济分析局的整体通胀数据相近;而纽约联邦储备银行开发的更复杂统计模型则显示,核心通胀趋势正在进一步恶化,达到3.1%。

通胀洞察公司总裁兼创始人奥迈尔·沙里夫表示,所谓存在一种美联储迄今忽视的“真实”核心通胀衡量标准,“听起来像是那些已经离开美联储大楼一段时间、自2011年卸任理事以来就未曾关注通胀研究的人会说的话”。

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沙里夫指出,沃什在周二参议院确认听证会上提及的他所支持的替代指标——即截尾均值通胀率,目前是各类常用通胀指标中最低的——这与唐纳德·特朗普总统预期的降息政策更为契合,但该指标也错过了2021年通胀的扩散与加速态势,这一关键数据盲点反而被更常用的通胀统计数据捕捉到了。

达拉斯联邦储备银行编制的截尾均值通胀指标,通过剔除波动过大的项目并对剩余项取平均构建而成,但由于当前最快和最慢价格变动之间的相对“偏斜”发生变化,该指标眼下可能也低估了通胀水平。

坚持使用久经考验的指标(比如剔除食品和能源的个人消费支出价格指数,即核心PCE)的好处是,“该指标在市场上认可度更高,且在不大量涉及统计学知识的情况下更易于解释”,Evercore ISI副主席克里希纳·古哈在分析沃什关于建立美联储新通胀框架的言论时写道。

尽管核心PCE被视为趋势通胀的更佳指引,但美联储使用整体PCE来设定2%的通胀目标。沃什并未明确提议修改这一目标,但他表示应将关注点放在“小数点左侧”,暗示他容忍通胀在一定程度上高于目标水平。

展示替代通胀指标

打破常规

沃什的听证会凸显了他认为亟待改革的多个领域,但他决心对抗他所谓的“现状暴政”,这并不意味着“新框架、新工具和……新沟通方式”就能轻松开发并取得成功。

美联储历来难以改革:其华盛顿理事会团队实力雄厚,麾下有一批有影响力的理事会经济学家,12家地区联储拥有各自的研究团队和政策理念,还有大量前官员和职员经常受邀参与研究或其他辩论。例如,现任主席杰罗姆·鲍威尔就与沃什一样,对美联储的沟通工具有所批评,但他去年提议改革时,却遭到了其他政策制定者和职员的断然拒绝。

但思维模式并非一成不变。例如,2022年许多主流经济学家认为美联储快速加息会引发大规模失业,但理事克里斯托弗·沃勒和职员经济学家安德鲁·菲古拉的研究解释了为何这种情况不太可能发生,这缓解了政策制定者为控制通胀而加息的顾虑。

美联储甚至在2020年彻底摒弃了“现状”,推出了新框架,这既证明了它可以采纳新想法,也暴露了这么做的风险。去年,该新框架因在错误的时机淡化通胀、延误了政策制定者的应对行动而被废弃。

正如鲍威尔领导的美联储曾押注可以通过维持低利率,将低于目标的通胀推高至充分就业上限以改善经济表现,沃什也押注他可以通过降息来测试非通胀性经济增长的边界,理由是人工智能将提高生产率,从而缓解物价上涨压力。

“可信度的表象”

在听证会上,沃什对加息时机避而不谈,将短期利率前景留有余地。

但政策方向很明确。沃什在回应议员们的提问时表示,人工智能可以“提高经济的潜在产出”,议员们担心误判人工智能的影响可能导致政策失误并推高通胀。“我们对此尚无定论,不能将其视为理所当然,但美联储需要开展大量工作来评估这一生产率浪潮。”

现任官员们也表达了类似观点:人工智能将改变现状,但其影响的速度和程度远未确定,难以纳入当前的政策制定中。

在通胀问题上,沃什将发现有大量未完成的工作需要开展,以优化通胀衡量方式,同时也会有大量关于如何区分一次性价格变动与经济学家归类为“通胀”的持续上行趋势的观点。

从宽泛且持续的通胀中剥离出狭窄且“临时性”的价格波动,是一个公认的难题。在疫情期间通胀飙升期间,美联储官员想出了多种方法来拆解现有数据以提取有效信号,并深入研究沃什在听证会上提及的替代“大数据”数据集。

事实上,沙里夫表示,政府机构已经将更多来自私人渠道的实际价格数据纳入了编制的指数中,并指出如果沃什希望快速获得更优的通胀统计数据,可行的途径是说服国会为劳工统计局等机构正在推进的项目增加资金和人员配置。

“我认为他的核心诉求是,我们需要了解各类价格的数据收集情况。这是一个值得称赞的目标,也是劳工统计局多年来一直在做的事情,”沙里夫说,“但我不认为你能发现什么前所未有的新大趋势。他本该说所有人都在说的那句话:我们将审视各种因素,以掌握通胀的真实情况。”

霍华德·施奈德报道;丹·伯恩斯和安德里亚·里奇编辑

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Warsh’s quest for better inflation data is a well-worn, difficult pursuit for Fed

2026-04-24 10:02:32 UTC / Reuters

By Howard Schneider

April 24, 2026 10:02 AM UTC Updated 1 hour ago

Kevin Warsh, U.S. President Donald Trump’s nominee to be next chair of the Federal Reserve, testifies before a Senate Banking Committee confirmation hearing on Capitol Hill in Washington, D.C., U.S., April 21, 2026. REUTERS/Kevin Lamarque/File Photo Purchase Licensing Rights, opens new tab

  • Summary
  • Fed has multiple ways to measure “underlying” inflation
  • Warsh proposes reforms with no guarantee new frameworks will do better
  • AI’s impact on productivity and inflation remains uncertain, Fed officials and Warsh agree

WASHINGTON, April 24 (Reuters) – Federal Reserve Chair nominee Kevin Warsh has called for a major rethink of how to measure inflation, but he may have less trouble finding new ideas at the central bank than in choosing from an expanding set of alternate models, measures and forecasts designed to understand how the price level is changing.

One month of recent ​data shows the dilemma.

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February inflation numbers under the key measure tracked by the Fed came in nearly a percentage point above the central bank’s 2% target. Separate calculations at the Dallas Federal Reserve, using a methodology ‌preferred by Warsh that discards outliers like the 384% annualized price jump for moving services or the 50% annualized crash for calculators and typewriters, suggested a close-to-target pace of just 2.3%.

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The Cleveland Fed’s Center for Inflation Research, meanwhile, focused on the median pace of price increases and found it close to the Bureau of Economic Analysis’ headline number, while a more complex statistical model created by the New York Fed suggested underlying trend inflation was getting even worse at 3.1%.

The idea that a “true” measure of underlying inflation is at hand and so far overlooked by the Fed, said Omair Sharif, president and founder of Inflation ​Insights, “sounded like somebody who has not been in the building for a while and has not looked at inflation research since he left the Fed” in 2011 after a term as governor.

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Sharif noted that the alternative measure Warsh said he favored ​at his Senate confirmation hearing on Tuesday, known as the trimmed mean, currently had the lowest inflation rate among the different common measurements – and was thus more compatible with the rate cuts ⁠expected by President Donald Trump — but also missed the broadening and acceleration of inflation in 2021, a key data lapse that more commonly used inflation statistics captured.

The trimmed mean measure maintained by the Dallas Fed, constructed by discarding items with outsized changes and averaging what ​remains, may be underestimating inflation in the current moment as well because of changes in the comparative “skew” between the fastest and slowest price changes.

The benefit of sticking with well-worn measures, like the personal consumption expenditures price index excluding food and energy, or core PCE, “is ​that it is better known in the market and possibly easier to explain with limited reference to statistics,” Krishna Guha, vice chair of Evercore ISI, wrote in an analysis of Warsh’s comments about developing a new Fed inflation framework.

While core PCE is considered the better guide to trend inflation, the Fed uses headline PCE for its 2% target. Warsh did not explicitly suggest changes to that target but did say focus should be “left of the decimal point,” hinting at a tolerance for inflation some degree above the goal.

Shows alternative inflation measures

BREAKING THE MOLD

Warsh’s hearing highlighted a number of areas he feels are ripe for reform, but his ​determination to fight what he called “the tyranny of the status quo” doesn’t mean that “a new framework, new tools, and…new communications” will be easily developed or successful.

The Fed can be hard to change, with its Washington-based Board of Governors, an influential team of board economists, ​12 regional banks with their own staff and philosophies, and an array of former officials and staff often tapped to contribute to research or other debates. Current Chair Jerome Powell, for example, shares some of Warsh’s criticism of the Fed’s communications tools but was largely rebuffed by other policymakers ‌and staff when ⁠he suggested changes last year.

But neither is thinking fixed. When many mainstream economists argued in 2022, for example, that fast Fed rate hikes risked massive unemployment, research by Governor Christopher Waller and staff economist Andrew Figura showed why that was unlikely, and helped ease policymakers’ concerns about raising rates to control inflation.

The Fed even ditched the “status quo” altogether in 2020 with a new framework that showed it could adopt new ideas, and also showed the risks of doing so. That new framework was abandoned just last year for having downplayed inflation at precisely the wrong moment and delaying policymakers’ response.

Much like the Powell Fed bet it could improve economic outcomes by lifting subpar inflation to test the limit of maximum employment with lower rates, Warsh is betting he can test the borders of non-inflationary economic growth with ​lower rates on the grounds that artificial intelligence will improve ​productivity and thus ease the pressure to raise prices.

‘VENEER OF ⁠CREDIBILITY’

In his hearing Warsh hedged on the timing, leaving his short-term rates outlook up in the air.

But the direction was clear. AI could “increase the potential output of the economy,” Warsh said in response to questions from lawmakers concerned that misreading its impact could mean a policy mistake and higher inflation. “We don’t know that. We can’t bank on that, but considerable work needs to be done by the ​Federal Reserve in evaluating this productivity wave.”

Current officials have said much the same: AI will change things, but at a pace and degree that is far from certain and hard to build ​into current policy.

On inflation, Warsh will ⁠find plenty of work in progress to find better measurements, and no shortage of opinion about the best ways to distinguish one-off price changes from the steady upward drift that economists classify as “inflation.”

Teasing out the broad and persistent from the narrow and “transitory” is a well-recognized problem. Fed officials during the pandemic surge of inflation came up with an array of ways to slice available data to find a signal, and delved into alternative “big data” sets of the sort Warsh mentioned in his hearing.

Indeed, Sharif said, government agencies have already incorporated more actual price data from private ⁠sources into the ​indexes they produce, and suggested that if Warsh wanted a quick path to better inflation statistics it would be convincing Congress to boost funding and staff for ​projects already under way at places like the Bureau of Labor Statistics.

“I think what he was going for was we need to understand the data collection for all types of prices. That is a laudable goal. It is what BLS has been doing for many years,” Sharif said. “But I don’t think you get to some ​big new trend you never thought of. What he should have said is what everyone says. We will look at a variety of things to get a handle on inflation.”

Reporting by Howard Schneider; Editing by Dan Burns and Andrea Ricci

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