Night Thoughts on Dynamic Scoring

Live from DuPont Circle: Last Thursday two of the smartest participants at last Friday’s Brookings Panel on Economic Activity conference–Martin Feldstein and Glenn Hubbard–claimed marvelous things from the enactment of JEB!’s proposed tax cuts and his regulatory reform program.

They claimed it would boost economic growth over the next ten years by 0.5%/year (for the tax cuts) plus an additional 0.3%/year (for the regulatory reforms).

That would leave the U.S. economy in ten years producing $840 billion more in annual GDP than in their baseline. That would mean that over the next ten years faster growth would produce an average of $210 billion a year of additional revenue to offset more than half of the $340 billion a year “static” revenue lost from the tax cuts, making the net cost to the Treasury not $340 billion/year but $130 billion/year. And that would mean that in the tenth year–fiscal 2027–the $400 billion “static” cost of the tax cuts in that year would be outweighed by a $420 billion faster-growth revenue gain.

The problem is that if I were doing the numbers I would reverse the sign.

  • I would say that, on net, deregulatory programs have been very costly to the U.S. economy in unpredictable ways–witness the subprime boom and the financial crisis.

  • I would say that the incentive effects would tend to push up growth by only 0.1%/year, and that would be more than offset by a drag on the economy that would vary depending on how the tax cuts were financed.

    • If they were financed by issuing debt, I would ballpark the drag at -0.2%/year.
    • If they were financed by cutting public investment, I would ballpark the drag at -0.4%/year.
    • If they were financed by cutting government programs, there might be a small boost to growth–0.1%/year–but any societal welfare benefit-cost calculation would conclude that the growth gain was not worth the cost.

And there is substantial evidence that I am right:

  • You cannot find a boost to potential output growth flowing from either the Reagan or the Bush tax cuts.

  • You cannot find a drag on growth from the Obama tax increases.

  • You can find an effect of the Clinton tax increases–but it is that, thereafter, growth was faster, because the reduction in the deficit powered an investment-led recovery.

Over the past thirty years, the agencies that do the government’s accounting have tried to reduce their vulnerability to the imposition of a rosy scenario by their political masters by claiming as a matter of principle that they do not calculate positive growth impacts of policies. This is clearly the wrong thing to do–policies do affect growth rates. But is overestimating growth effects in a way that pleases one’s political masters a less-wrong thing?

[Name Redacted] suggested at the conference that the right thing to do is probably to apply a substantial haircut to the growth-boost claims of political appointees.

The problem is that when I look at the example of “dynamic scoring” that was on the table at Brookings today–the 0.8%/year growth boost that I really think should be a -0.1%/year growth drag–the haircut I come up with, for Republican policy proposals at least, is 112.5%.

Yet the near-consensus of the meeting was that dynamic scoring–done properly–was a thing that estimating agencies like JCT and CBO (and Treasury OTA) should do.

If there were to be a day less favorable to such a consensus conclusion, I do not know what that day would have looked like…

Weekend reading

This is a weekly post we publish on Fridays with links to articles that touch on economic inequality and growth. The first section is a round-up of what Equitable Growth has published this week and the second is work we’re highlighting from elsewhere. We won’t be the first to share these articles, but we hope by taking a look back at the whole week, we can put them in context.

Equitable Growth weekly round-up

Is the U.S. financial sector too passive or too active? Nick Bunker sifts through the critiques and potential implications for the U.S. financial sector.

Home care workers have historically been excluded from basic labor protections but Bridget Ansel highlights a new court ruling that has important economic and cultural consequences for this often-overlooked segment of workers.

For economists focused on economic growth, productivity is the Holy Grail. It’s the source of long-run economic growth and steady wage gains for workers. Nick Bunker looks to uncover what we really mean when we talk about productivity and how it drives our understanding of equitable growth.

A new issue brief by Oya Atkas provides a timely reminder of the intellectual history of the minimum wage and overtime and details the arguments that shaped hour and wage limits in the early 20th century.

Links from around the web

With hard data on student debt sparse, stories about the rapid increase in this kind of debt have focused on graduates of four-year universities. But new research released this week by Adam Looney of the Treasury Department and Constantine Yannelis of Stanford University, and covered by University of Michigan economist Susan Dynarski, shows that the rise in debt and defaults has been driven by students at for-profit universities and community colleges. [the upshot]

Traditional monetary policy isn’t effective when interest rates hit zero.And even some forms of unconventional policy, like quantitative easing, aren’t as powerful as previously thought. What’s the solution? Paul Krugman says: “When you print money, don’t use it to buy assets; use it to buy stuff.” [ny times]

J.W. Mason continues to dig into the data on shareholder payouts and capital reallocation. This time around he looks at leaders in payouts. As he writes, “It’s hard to shake the feeling that what distinguishes high-payout corporations is not the absence of investment opportunities, but rather the presence of large monopoly rents.” [the slack wire]

As the unemployment rate has continued its descent toward 5 percent, analysts and economists have wondered why wage growth hasn’t taken off. Economists at the New York Federal Reserve look at the job-to-job transition rate and find it’s a better indicator of wage growth. [liberty street economics]

One of the arguments against the Federal Reserve raising interest rates later this month is that the labor market is far from full employment. But when will it get there? Jared Bernstein and Ben Spielberg crunch the numbers and find, assuming employment growth continues at its current pace, the answer is March 2017. [on the economy]

Friday figure

091015-productivity-01

Figure from “The pace of productivity growth and misallocation in the United States” by Nick Bunker.

Fall 2015 Brookings Panel on Economic Activity Weblogging: Gaming the Student Loan System

Fall 2015 BPEA 11:45 AM Fr: With respect to Looney and Yannelis

If I recall correctly, back in the 1950s, the then-president of the University of California, Clark Kerr, took a look at the situation and foresaw that come 2000 ten times as many students would be qualified to benefit from a University of California undergraduate education as in his day–50,000 a year rather than 5,000 or so. In his vision, UC had to expand tenfold, and of course tuition would still be free. Then in the 1970s we started to retrench–both in numbers of slots, and in public subsidy per slot. The number of slots did not grow as fast as projected, and tuition at public universities rose from next to nothing to what are now very healthy amounts. This was a very defensible decision from a standard public finance perspective: college attendees are richer than average and the college wage premium appeared very low in the 1970s.

Now it seems reasonably clear that this decision to shift from grant- to loan-financing of attendance at public universities has probably not been a net plus for non-college workers, has kept a substantial number who really ought to be going to college from doing so–handing over long-term human capital-investment decisions to adolescents not being that good idea–and has landed us with a large for-profit university-driven student loan problem.

Andrei Shleifer taught me two decades ago with the example of privatized prisons that there are some places where we really do not want hard market profit-and-loss incentives operating without sociological checks. In addition to prisons, pensions, health insurance, research and development, and other information goods come to mind. And now I would add higher education.

Adam Looney and Constantine Yannelis: A Crisis in Student Loans? How Changes in the Characteristics of Borrowers and in the Institutions they Attended Contributed to Rising Loan Defaults: “This paper examines the rise in student loan delinquency and default…

…drawing on a unique set of administrative data on federal student borrowing, matched to earnings records from de-identified tax records. Most of the increase in default is associated with the rise in the number of borrowers at for-profit schools and, to a lesser extent, 2-year institutions and certain other non-selective institutions, whose students historically composed only a small share of borrowers. These non-traditional borrowers were drawn from lower income families, attended institutions with relatively weak educational outcomes, and experienced poor labor market outcomes after leaving school. In contrast, default rates among borrowers attending most 4-year public and non-profit private institutions and graduate borrowers—borrowers who represent the vast majority of the federal loan portfolio—have remained low, despite the severe recession and their relatively high loan balances. Their higher earnings, low rates of unemployment, and greater family resources appear to have enabled them to avoid adverse loan outcomes even during times of hardship. Decomposition analysis indicates that changes in characteristics of borrowers and the institutions they attended are associated with much of the doubling in default rates between 2000 and 2011. Changes in the type of schools attended, debt burdens, and labor market outcomes of non-traditional borrowers at for-profit and 2-year colleges explain the largest share.

Noted for the Morning of September 11, 2015

Must- and Should-Reads:

Might Like to Be Aware of:

Fall 2015 Brookings Panel on Economic Activity Weblogging: Abenomics:

Fall 2015 BPEA 10:45 AM Fr: Hausman and Wieland once again depress me:

Our analysis of Abenomics, and monetary policy in particular, suggests that its real effects so far have been small despite intermediate indicators, such as the real interest rate and the real exchange rate, moving in an expansionary direction…

My reading of the Great Depression era–FDR’s New Deal, Neville Chamberlain’s announcement that it was the policy of HMG to reverse the deflation that had occurred since 1929, Takahashi Korekiyo in Japan before his very untimely murder by militarist-fascist captains and majors–had convinced me that expectational effects were a thing. It was pretty clear from 1979-1984 that at the worker and firm level expectations of inflation and deflation were likely to be adaptive and backward looking. But the effects of Roosevelt’s, Chamberlain’s, and Takahashi’s policies in the 1930s gave me confidence that the announcement effect of Abenomics stood a very good chance of reversing Japan’s deflation and spurring a strong recovery–because expectations relevant for financial markets were forward-looking, and reasonable forecasts that could be affected by credible policy announcements.

Can I still believe that?


Hausman and Wieland:

We documented in sections 2.1 and 2.2 that most indicators of inflation expectations in Japan remain well below 2%, and we argued that this likely reflected imperfect credibility. One possible explanation for this lack of credibility, discussed at length in Hausman and Wieland (2014), is that observers doubt the political will to continue large-scale quantitative easing. Another possibility is that observers doubt the effectiveness of quantitative easing. Insofar as there are doubts about the political will to achieve to 2% inflation, it was unfortunate that the Bank of Japan’s expansion of quantitative easing in October 2014 passed with only a 5 to 4 vote….

Given that quantitative easing has not (yet) produced actual or expected 2% inflation, the Bank of Japan could consider following Denmark, the Eurozone, and Switzerland in paying negative nominal interest rates on reserves…. Negative nominal rates are only one of many alternative policies…. For instance, as discussed by Svensson (2003), the Bank of Japan could deliberately weaken the yen and peg the yen at a weak value. While net exports have not responded strongly to the recent yen depreciation, it is plausible that a peg could increase these effects by persuading firms of the weak yen’s permanence. Such a peg might also improve the credibility of the 2% inflation target. A practical difficulty is that exchange rate policy falls within the scope of the Ministry of Finance rather than the Bank of Japan, so that more explicit cooperation between them would be required.

We are hesitant to comment on more non-standard proposals, such as money-financed government expenditures or money-financed fiscal transfers. Our analysis above suggests uncertainty about what macroeconomic model applies to Japan. This implies uncertainty about how alternative policies would affect inflation and output.

Fall 2015 Bro okings Panel on Economic Activity Weblogging: The German Ministry of Finance Says Portugal Is a Major Success…

Fall 2015 BPEA 10:00 AM Fr: Thinking about Ricardo Reis’s paper…

As we all know, in the absence of the Maastricht Treaty a financial crisis like that of Portugal 2010 would have been dealt with by depreciation and an IMF program–both to provide funding to cushion the effect of the sudden stop on capital inflows and to take the blame for the policy changes inevitable to create external balance at whatever capital account conformed to the post-crisis tolerance of both foreigners and Portuguese for Portugal risk.

One powerful benefit of such a resolution is that as long as–and this is a big “as long as”–the external debt was either denominated in Portugal’s national currency or private debt dischargeable via bankruptcy, we would not know be worrying about the legacy of Portugal’s pre-crisis debt. A second powerful benefit is that as long as–once again a big “as long as”–the Gods of the Elasticities cooperate in the medium-run, structural reform to boost export competitiveness and to curb import demand happens automatically, with the drawbacks of coming at the likely cost of a domestic inflation-spiral problem and without imposing pressure for productivity-boosting structural reforms.

Is there a case–as much of “a major success” as the German Ministry of Finance may claim Portugal is–that there is some net economic benefit from euro membership that offsets Portugal’s giving up of these two powerful benefits of adjustment via the exchange-rate channel?

Ricardo Reis: Looking for a Success: The Euro Crisis Adjustment Programs: “Portugal’s adjustment program was extensive, mostly followed… and…

…benefitted from the accumulation of some [previous] experience. Looking back in its 2015 anual report, the IMF describes the adjustment program as a success (IMF, 2015a), and even Wolfgang Schäuble, the influential German finance minister, stated at the conclusion of the program: “This is a major success” (German Federal Ministry of Finance, 2014). This article will argue that the verdict is more mixed…. While the main Portuguese aggregates indicate a success in stabilizing public finances but little gains in getting the economy out of its slump, evaluating the economy’s state… suggests the opposite: promising changes in the structure of the economy, while being far from a path that lowers the public debt….

The trade balance went from -7.1% to 1.1% of GDP…. The ratio of exports to GDP increased from 30% to 41%…. The stock of public debt went from 96% to 130% of GDP…. It is difficult to see how Portugal can get public debt under control without a new reconfiguration of maturities and interest payments on the troika debt that would significantly reduce the market value of the public debt…. In the World Economic Forum competitiveness index, Portugal improved from being ranked 46th to 36th… [as] the result of many legal reforms that were part of the extensive adjustment program… 494 different structural reform actions… half in the public sector, and half in deregulation…. Whether any of it leads to higher economic growth is an open question…

Must-Read: Andy Menke et al.: Prevalence of and Trends in Diabetes Among Adults in the United States, 1988-2012

Must-Read: Andy Menke et al.: Prevalence of and Trends in Diabetes Among Adults in the United States, 1988-2012: “Diabetes… [is] a previous diagnosis of diabetes or…

…(1) a hemoglobin A1c level of 6.5% or greater or a fasting plasma glucose (FPG) level of 126 mg/dL or greater…. Prediabetes was defined as a hemoglobin A1c level of 5.7% to 6.4%, an FPG level of 100 mg/dL to 125 mg/dL…. In the overall 2011-2012 population, the unadjusted prevalence… was 14.3%… for total diabetes… and 38.0%… for prediabetes…

Fall 2015 Brookings Panel on Economic Activity Weblogging: Greece: Doug Elmendorf on Dynamic Scoring

Fall 2015 BPEA 8:30 AM Fr: Twenty-two years and one month ago, after an OEOB meeting I spent carrying spears for David Cutler in one of his hopeless attempts to warn certain Assistant to the President for Health Policy precisely what reception his policy proposals would get from a CBO where Doug Elmendorf piloted the health-care desk, I returned to my office at the Treasury, and one of our career economists lectured me thus about dynamic scoring:

“Brad, you people come in with your exaggerated belief in the productivity benefits of public investment. And so you command us to score your policies as having a very favorable impact on the deficit. They come in with their exaggerated belief in the benefits of tax cuts. They command us to score their policies as having a very favorable impact. We cannot say we disagree with our bosses’ analytic judgments. But by holding the line and stating that we do not consider any macroeconomic effects of policies, we can at least prevent being whipsawed by this partisan rosy-scenario ratchet.”

Thus I find myself worrying about this:

I find myself thinking of CBO Directors past and future. I think of June O’Neill, talking over and over again about how her model showed substantial disemployment effects of universal health coverage, without ever letting past her lips any acknowledgement that the people whose jobs her model showed as “destroyed” had in fact moved to a higher utility level as a result. I find myself thinking of the persistent rumors that after Doug Elmendorf had wreaked his analytic wrath on Ira Magaziner, Majority Leader Mitchell had said to Bob Reischauer: “You are gone on January 4, 1995”.

One unintended side effect of the budget process introduced in the 1970s has been to give CBO and JCT great power, which they have by and large shouldered with great responsibility. But with great power comes great pressure. And it is not at all clear to me that, given the magnitude of this pressure, we want extra degrees of freedom in which these organizations can respond to the pressures they are under.

Yesterday, after all, I saw estimates of the dynamic revenue impact of Jeb!’s tax proposals that varied from negative–that the reduction in national savings would outweigh any positive incentive effects–to recouping 2/3 of the static revenue loss. And I imminently expect to see n estimate today that it will produce 4%/year real growth and thus raise revenue. It’s opening a can of worms. Doug and Peter may think the worms are dead. I fear they are not…

Doug Elmendorf: “Based on my experience as the director of CBO from January 2009 through March 2015…

…the principal concerns expressed about estimated macroeconomic effects of proposals apply with equal force to other aspects of budget estimates or can be addressed by CBO and JCT. In my view, including macroeconomic effects in budget estimates for certain legislative proposals would improve the accuracy of those estimates and would provide important information about the economic effects of those proposals. Moreover, if certain key conditions were satisfied, those estimates would meet the general goals of the estimating process that estimates be understandable and resistant to misinterpretation, based on a consistent and credible methodology, produced quickly enough to serve the legislative process, and prepared using the resources available to CBO and JCT.

Must-Read: Rob Kunzig: Labor Economics Are Having a Moment–and so Is Larry Mishel

Must-Read: This is, of course, false: Labor economics is “having its moment” only in a first-derivative sentence–in that it is no longer totally ignored but only mostly ignored by the ugly-celebrity-worship-and-champagne-drinking chattering glasses of Washington DC who fail to understand that America’s capital is not supposed to be a decadent court.

But the article is nice to see, even so.

Rob Kunzig: Labor Economics Are Having a Moment–and so Is Larry Mishel: “Americans are finally paying attention to wealth inequality…

…or, as he puts it, ‘how economic policy affects the vast majority.’ It’s been his focus for 28 years at the Economic Policy Institute, a Washington-based liberal think thank that focuses on labor issues. ‘I’m interested in productivity,’ said Mishel, who has served as EPI’s president since 2002. ‘I’m interested in GDP. But I’m mostly interested in how those things can benefit the majority, not as matters in and of themselves.’ After what Mishel calls the Great Recession, he said Americans are feeling ‘pretty ornery’…. EPI’s work… is finding fresh relevance and application. For example: The Department of Labor’s proposed revision of overtime standards closely follows recommendations made by economists Ross Eisenbrey and Jared Bernstein in a 2013 EPI paper. By increasing the income threshold from $24,000 to $50,000, the department (and, one can reasonably say, EPI) intends to make more than 5 million salaried workers eligible for overtime….

Bernie Sanders (I-Vt.), a hopeful for the Democratic nomination, hit up EPI for data on youth unemployment, and presidential hopeful Hillary Clinton recently tweeted out an EPI chart showing the divergence of productivity and pay…. ‘Listen, it’s a great moment for the Economic Policy Institute,’ he said, brushing off attempts to credit him personally. ‘I’ve always believed in building the institution, and the institution has provided a great platform for my work, but also other peoples’ work.’… He sits in a well-loved leather armchair, and he speaks slowly, breaking down the complexities of labor economics for slow-witted reporters. When he’s thinking, he closes his eyes.

He started working at EPI in 1987, in the waning days of President Ronald Reagan and his trickle-down economics. Mishel, a product of public education (he holds a Ph.D. in economics from the University of Wisconsin, and attended Penn State University before that), was one of five employees back then. In 1988, he co-authored the first edition of The State of Working America, EPI’s signature biannual book that ‘comprehensively documents the living standards of the vast majority, and how they’re faring,’ he said. Mishel has co-authored every edition since – 11 in total. And EPI now employs 40 staffers…. Whoever takes the Oval Office in 2016, Mishel said, they’ll have a lot of work to do. ‘We’re digging ourselves of a 40-year hole, and we’re not going to get out of it with one shovelful of dirt,’ he said. ‘But we can change it’…

Fall 2015 Brookings Panel on Economic Activity Weblogging: Inflation Expectations in New Zealand

Fall 2015 BPEA Th 4:30 PM: Kumar et al.: Am I right in reading this paper as saying not only that inflation expectations are not forward-looking, but that–at least when inflation is less than 5%/year–they are not especially backward-looking either? That inflation expectations, at least below some threshold are just not a thing that can be usefully modeled as affected by other macroeconomic variables?