payouts as reallocation

“The Money Has to Go Somewhere” – 1

A common response to concerns about high payouts and the short-term orientation of financial markets is that money paid out to shareholders will just be reinvested elsewhere.

Some defenders of the current American financial system claim this as one of its major virtues — investment decisions are made by participants in financial markets, rather than managers at existing firms. In the words of Michael Jensen, an important early theorist of the shareholder revolution,

Wall Street can allocate capital among competing businesses and monitor and discipline management more effectively than the CEO and headquarters staff of the typical diversified company. [Private equity fund] KKR’s New York offices … are direct substitutes for corporate headquarters in Akron or Peoria.

But while private equity funds do indeed replace exiting management at corporations they buy shares in, this form of active investment is very much the minority. The vast majority of “investment” by private shareholders does not directly contribute any funding to the companies being invested in. Rather, it involves the purchase of existing assets from other owners of financial assets.

Suppose a wealthy investor receives $1 million from increased dividends on shares they own. Now ask: what do they do? Their liquidity has increased. So has their net wealth, since the higher dividends are unlikely to reduce the market value of the shares and may well increase them. The natural use of this additional liquidity and wealth is to purchase more shares. (If the shares are owned indirectly, through a mutual fund or similar entity, this reinvestment happens automatically). But this purchases of additional shares does not provide any funding for the companies “invested” in, it simply bids up the prices of existing shares and increases the liquidity of the sellers. Those sellers in turn may purchase more shares or other financial assets, bidding up their prices and passing the liquidity to their sellers; and so on.

Of course, this process does not continue indefinitely; at each stage people may respond to their increased wealth by increasing their cash holdings, or by increasing their consumption; and each transaction involves some payments to the financial industry. Eventually, the full payout will leak out through these three channels, and share prices will stop rising. In the end, the full $1 million will be absorbed by the higher consumption and cash holdings induced by the higher share prices, and by the financial-sector incomes generated by the transactions.

Now, not every share purchase involves an existing share. But the vast majority do. In 2014, there were $90 billion of new shares issued through IPOs on American markets — an exceptionally high number. By comparison, daily transactions on the main US stock markets average around $300 billion. Given around 260 trading days in a year, this implies that only one trade in a thousand on an American stock exchange involves the purchase of a newly issued share. And that is not counting the many “stock market” transactions other than outright share purchases (closed-end mutual funds, derivative contracts, etc.) all of which allow income from shareholder payouts to be reinvested and none of which provide any new funding for businesses.

External financing for businesses is much more likely to take the form of debt than new shares. But here, again, we can’t assume that there is any direct link between shareholder payouts and funding for other firms. Corporate bonds are issue by the same established corporations that are making the payouts. Meanwhile, smaller and younger firms, both listed and unlisted, are dependent on bank loans. And the fundamental fact about modern banks is that their lending is in no way dependent on prior saving. There is no way for higher payouts to increase the volume of bank lending. Banks’ funding costs are closely tied to the short-term interest rate set by the Federal Reserve, while their willingness to lend depends on the expected riskiness of the loan; there is no way for increased payouts to increase the availability of bank loans.

New bonds, on the other hand, do need to be purchase by wealthowners, and it is possible that the market liquidity created by high payouts has helped hold down longer interest rates. But many other factors — especially the beliefs of market participants about the future path of interest rates — also affect these rates, so is hard to see any direct link between payouts by some corporations and increased bond financing for others. Nor do new bonds necessarily finance investment. Indeed, since the mid-1980s corporate borrowing has been more tightly correlated with shareholder payouts than with investment. So if payouts do spill over into the bond market, to a large extent they are simply financing themselves.

Defenders of the financial status quo suggest that it’s wrong to accuse the markets as a whole of short-termism, since for every established company being pressured to increase payouts, there is a startup getting funded despite even when any profits are years away. I certainly wouldn’t deny that financial markets do often fund startups and other small- financially-constrained firms; and these firms do sometimes undertake socially useful investment that established corporations for whatever reason do not. And in principle, shareholder payouts can support this kind of funding both directly, as shareowners put money into venture capital funds, IPOs, etc.; and indirectly, as higher share prices make it easier to raise funds through new offerings. But the optimistic view of shareholder payouts not sustainable once we look at the magnitudes involved. It is mathematically impossible for the additional funds directed to new firms, to offset what they drain from established ones.

Again, IPOs in 2014 raised a record $90 billion for newly listed firms. (Over the past ten years, the average annual funds raised by IPOs was $45 billion.) Secondary offerings by listed firms totaled $180 billion, but some large fraction of these involved stock-option exercise by executives rather than new funding for the corporation. Prior to an IPO, the most important non-bank source of external funding for new companies is venture capital funds. In 2014, VC funds invested approximately $50 billion, but only $30 billion of this represented new commitments by investors; the remaining $20 billion came from the funds’ own retained profits. (And there is some double-counting between VC commitments and IPOs, since one of the main functions of IPOs today is to cash out earlier investors.) Net commitments to private equity funds might come to another $200 billion, but very little of this represents funding for the businesses they invest in — private equity specializes, rather, in buying control of corporations from existing shareholders. All told, flows of money from investors to businesses through these channels was probably less than $100 billion.

Meanwhile, total shareholder payouts in 2014 were over $1.2 trillion. So at best less than one dollar in ten flowing out of publicly-traded corporations went to fund some startup. And this assumes that shareholder payouts are the only source of funds for IPOs and venture capital; but of course people also invest in these out of labor income (salaries are a significant fraction of even the highest incomes in the US) and other sources. So the real fraction of payouts flowing to startups must be much less. There simply isn’t enough room in the limited financial pipelines flowing into new businesses, to accommodate the immense gusher of cash coming from established ones. Apple alone paid out $56 billion to shareholders last year, or nearly twice total commitments to VC funds. Intel, Oracle, IBM, Cisco and AT&T together paid out another $70 billion. [1] It’s hard to understand why, if finance is able to identify such wonderful investment opportunities for its cash, the management at these successful technology companies is unable to. You would have to have a profound faith in the unicorn hunters at Andreesen Horowitz to believe that the $1 billion they invested last year will produce more social value than $10 or $20 or $50 billion invested by established companies — or an equally profound pessimism about the abilities of professional managers. If this is what people like James Surowiecki really believe, they should not be writing about the dynamism of American financial markets, but about whatever pathology they believe has crippled the ability of mangers at existing corporations to identify viable investment projects.

[1] These numbers are taken from the Compustat database of filings by publicly traded corporations.

On Other Blogs, Other Wonders

Links for Friday, September 11:

From my Roosevelt Institute colleagues Mike Konczal and Nell Abernathy, here’s a primer on “financialization“. This term is used widely but not always precisely; most definitions are some tautological variant of “more finance.” Mike and Nell wisely don’t try to provide a single analytical definition, but treat it as shorthand for a number of linked but distinct developments. Especially useful if, like me, you’re always looking for good material on finance and macroeconomics to use with undergraduates.

Also from Mike Konczal: NY Fed Study Should Redefine How We Think About Student Loans and College Costs. There are two interesting points here, from my point of view. First, the fact that loans have a much stronger effect on college costs than Pell grants do, is yet another piece of evidence for the importance of liquidity; in a world without credit constraints, only the subsidy associated with federal student loan programs would affect anyone’s behavior. Second, it develops an argument I’ve been making for years — an important advantage of direct provision of public goods over vouchers and subsidies is that price movement will amplify effect of the former and reduce the effect of the latter.I should add that at CUNY, where I teach, the great majority of the students take on no debt at all, since Pell grants and New York’s Tuition Assistance Program both cover the full cost of tuition and fees.

Over at Jacobin, my John Jay colleague Ian Seda-Irizarry has a useful overview of the Puerto Rican debt crisis.

Related to the disgorge the cash and capital-reallocation topics we’ve been discussing here, Evan Soltas has an interesting post on What Ails the American Startup? He looks at census data that includes all firms, not just the publicly-traded corporations I’ve focused on, and finds the same long-term decline in the share of the economy accounted for by newer firms.

My friend Will Boisvert, whose two posts on nuclear power remain the most widely-read things to ever appear on this blog, is now writing for the Breakthrough Institute. I’m not entirely down with the “ecomodernism” project, but Will is a very smart and careful writer and his stuff there is very worth reading.

Here is my brother on CNBC, talking about the Kim Davis case.

Reallocation Continued: Profits, Payouts, Investment and Borrowing

In a previous post, I pointed out that if capital means real investment, then the place where capital is going these days is fossil fuels, not the industries we usually think of as high tech. I want to build on that now by looking at some other financial flows across these same sectors.

As I discussed in the previous post, any analysis of investment and profits has to deal with the problem of R&D, and IP-related spending in general. If we want to be consistent with the national accounts and, arguably, economic theory, we should add R&D to investment, and therefore also to cashflow from operations. (It’s obvious why you have to do this, right?) But if we want to be consistent with the accounting principles followed by individual businesses, we must treat R&D as a current expense. For many purposes, it doesn’t end up making a big difference, but sometimes it does.

Below, I show the four major sources and uses of funds for three subsets of corporations. The flows are: cashflow from operations — that is, profits plus depreciation, plus R&D if that is counted in investment; profits; investment, possibly including R&D; and net borrowing. The universes are publicly traded corporations: first all of them; second the high tech sector, defined as in the previous post, and third fossil fuels, also as defined previously. Here I am using the broad measure of investment, including R&D, and the corresponding measure of cashflow from operations. At the end of the post, I show the same figures using the narrow measure of investment, and with profits as well as cashflow.

all_broad

For the corporate sector as a whole, we have the familiar story. Over the past twenty-five years annual shareholder payouts (dividends plus share repurchases) have approximately doubled, rising from around 3 percent of sales in the 1950s, 60s and 70s to around 6 percent today. Payouts have also become more variable, with periods of high and low payouts corresponding with high and low borrowing. (This correlation between payouts and borrowing is also clearly visible across firms since the 1990s, but not previously, as discussed here.) There’s also a strong upward trend in cashflow from operations, especially in the last two expansions, rising from about 10 percent of sales in the 1970s to 15 percent today. Investment spending, however, shows no trend; since 1960, it’s stayed around 10 percent of sales. The result is an unprecedented gap between corporate earnings and and investment.

Here’s one way of looking at this. Recall that, if these were the only cashflows into and out of the corporate sector, then cash from operations plus net borrowing (the two sources) would have to equal investment plus payouts (the two uses). In the real world, of course, there are other important flows, including mergers and acquisitions, net acquisition of financial assets, and foreign investment flows. But there’s still a sense in which the upper gap in the figure is the mirror image or complement of the lower gap. The excess of cash from operations over investment shows that corporate sector’s real activities are a net source of cash, while the excess of payouts over borrowing suggests that its financial activities are a net use of cash.

Focusing on the relationship between cashflow and investment suggests a story with three periods rather than two. Between roughly 1950 and 1970, the corporate sector generated significantly more cash than it required for expansion, leaving a surplus to be paid out through the financial system in one form or another. (While payouts were low compared with today, borrowing was also quite low, leaving a substantial net flow to owners of financial assets.) Between 1970 and 1985 or so, the combination of higher investment and weaker cashflow meant that, in the aggregate all the funds generated within the corporate sector were being used there, with no net surplus available for financial claimants. This is the situation that provoked the “revolt of the rentiers.” Finally, from the 1990s and especially after 2000, we see the successful outcome of the revolt.

This is obviously a simplified and speculative story. It’s important to look at what’s going on across firms and not just at aggregates. It’s also important to look at various flows I’ve ignored here; cashflow ideally should be gross, rather than net, of interest and taxes, and those two flows along with net foreign investment, net acquisition of financial assets, and cash M&A spending, should be explicitly included. But this is a start.

Now, let’s see how things look in the tech sector. Compared with publicly-traded corporations as a whole, these are high-profit and high-invewtment industries. (At least when R&D is included in investment — without it, things look different.) It’s not surprising that high levels of these two flows would go together — firms with higher fixed costs will only be viable if they generate larger cashflows to cover them.

tech_broad

But what stands out in this picture is how the trends in the corporate sector as a whole are even more visible in the tech industries. The gap between cashflow and investment is always positive here, and it grows dramatically larger after 1990. In 2014, cashflow from operations averaged 30 percent of sales in these industries, and reported profits averaged 12 percent of sales — more than double the figures for publicly traded corporations as a whole. So to an even greater extent than corporations in general, the tech industries have increasingly been net sources of funds to the financial system, not net users of funds from it. Payouts in the tech industries have also increased even faster than for publicly traded corporations in general. Before 1985, shareholder payouts in the tech industries averaged 3.5 percent of sales, very close to the average for all corporations. But over the past decade, tech payouts have averaged full 10 percent of annual sales, compared with just a bit over 5 percent for publicly-traded corporations as a whole.

In 2014, there were 15 corporations listed on US stock markets with total shareholder payouts of $10 billion or more, as shown in the table below. Ten of the 15 were tech companies, by the definition used here. Computer hardware and software are often held out as industries in which US capitalism, with its garish inequality and fierce protections of property rights, is especially successful at fostering innovation. So it’s striking that the leading firms in these industries are not recipients of funds from financial markets, but instead pay the biggest tributes to the lords of finance.

	Dividends	Repurchases	Total Payouts
APPLE INC	11,215	45,000	56,215
EXXON MOBIL CORP	11,568	13,183	24,751
IBM	4,265	13,679	17,944
INTEL CORP	4,409	10,792	15,201
ROYAL DUTCH SHELL PLC	11,843	3,328	15,171
JOHNSON & JOHNSON	7,768	7,124	14,892
NOVARTIS AG	6,810	6,915	13,725
CISCO SYSTEMS INC	3,758	9,843	13,601
MERCK & CO	5,156	7,703	12,859
CHEVRON CORP	7,928	4,412	12,340
PFIZER INC	6,691	5,000	11,691
AT&T INC	9,629	1,617	11,246
BP PLC	5,852	4,589	10,441
ORACLE CORP	2,255	8,087	10,342
GENERAL ELECTRIC CO	8,949	1,218	10,167

2014. Values in millions of dollars. Tech firms in bold.

It’s hard to argue that Apple and Merck represent mature industries without significant growth prospects. And note that, apart from GE (which is not listed in the the high-tech sector as defined here, but perhaps should be), all the other members of the $10 billion club are in the fast-growing oil industry. 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.

Finally, let’s quickly look at the fossil-fuel industries. Up through the 1980s, the picture here is not too different from publicly-traded corporations in general, though with more variability — the collapse in fossil-fuel earnings and dividends in the 1970s is especially striking. But it’s interesting that, despite very high payouts in several big oil companies, there has been no increase in payouts for the sector in general. And in the most recent oil and gas boom, new investment has been running ahead of internal cashflow, making the sector a net recipient of funds from financial markets. (This trend seems to have intensified recently, as falling profits in the sector have not (yet) been accompanied with falling investment.) So the capital-reallocation story has some prima facie plausibility as applied to the oil and gas boom.

In the next, and final, post in this series, I’ll try to explain why I don’t think it makes sense to think of shareholder payouts as a form of capital reallocation. My argument has two parts. First, I think these claims often rest on an implicit loanable-funds framework that is logically flawed. There is not a fixed stock of savings available for investment; rather, changes in investment result in changes in income that necessarily produce the required (dis)saving. So if payouts in one company boost investment in another, it cannot be by releasing real resources, but only by relieving liquidity constraints. And that’s the second part of my argument: While it is possible for higher payouts to result in greater liquidity, it is hard to see any plausible liquidity channel by which more than a small fraction of today’s payouts could be translated into higher investment elsewhere.

Finally, here are the same graphs as above but with investment counted as it is businesses’ own financial statements, with R&D spending counted as current costs. The most notable difference is the strong downward trend in tech-sector investment when R&D is excluded.

all_narrow tech_narrow oil_narrow

Is Capital Being Reallocated to High-Tech Industries?

Readers of this blog are familiar with the “short-termism” position: Because of the rise in shareholder power, the marginal use of funds for many corporations is no longer fixed investment, but increased payouts in the form of dividends and sharebuybacks. We’re already seeing some backlash against this view; I expect we’ll be seeing lots more.

The claim on the other side is that increased payouts from established corporations are nothing to worry about, because they increase the funds available to newer firms and sectors. We are trying to explore the evidence on this empirically. In a previous post, I asked if the shareholder revolution had been followed by an increase in the share of smaller, newer firms. I concluded that it didn’t look like it. Now, in this post and the following one, we’ll look at things by industry.

In that earlier post, I focused on publicly traded corporations. I know some people don’t like this — new companies, after all, aren’t going to be publicly traded. Of course in an ideal world we would not limit this kind of analysis to public traded firms. But for the moment, this is where the data is; by their nature, publicly traded corporations are much more transparent than other kinds of businesses, so for a lot of questions that’s where you have to go. (Maybe one day I’ll get funding to purchase access to firm-level financial data for nontraded firms; but even then I doubt it would be possible to do the sort of historical analysis I’m interested in.) Anyway, it seems unlikely that the behavior of privately held corporations is radically different from publicly traded one; I have a hard time imagining a set of institutions that reliably channel funds to smaller, newer firms but stop working entirely as soon as they are listed on a stock market. And I’m getting a bit impatient with people who seem to use the possibility that things might look totally different in the part of the economy that’s hard to see, as an excuse for ignoring what’s happening in the parts we do see.

Besides, the magnitudes don’t work. Publicly traded corporations continue to account for the bulk of economic activity in the US. For example, we can compare the total assets of the nonfinancial corporate sector, including closely held corporations, with the total assets of publicly traded firms listed in the Compustat database. Over the past decade, the latter number is consistently around 90 percent of the former. Other comparisons will give somewhat different values, but no matter how you measure, the majority of corporations in the US are going to be publicly traded. Anyway, for better or worse, I’m again looking at publicly-traded firms here.

In the simplest version of the capital-reallocation story, payouts from old, declining industries are, thanks to the magic of the capital markets, used to fund investment in new, technology-intensive industries. So the obvious question is, has there in fact been a shift in investment from the old smokestack industries to the newer high-tech ones?

One problem is defining investment. The accounting rules followed by American businesses generally allow an expense to be capitalized only when it is associated with a tangible asset. R&D spending, in particular, must be treated as a current cost. The BEA, however, has since 2013 treated R&D spending, along with other forms of intellectual property production, as a form of investment. R&D does have investment-like properties; arguably it’s the most relevant form of investment for some technology-intensive sectors. But the problem with redefining investment this way is that it creates inconsistencies with the data reported by individual companies, and with other aggregate data. For one thing, if R&D is capitalized rather than expensed, then profits have to be increased by the same amount. And then some assumptions have to be made about the depreciation rate of intellectual property, resulting in a pseudo asset in the aggregate statistics that is not reported on any company’s books. I’m not sure what the best solution is. [1]

Fortunately, companies do report R&D as a separate component of expenses, so it is possible to use either definition of investment with firm-level data from Compustat. The following figure shows the share of total corporate investment, under each definition, of a group of six high-tech industries: drugs; computers; communications equipment; medical equipment; scientific equipment other electronic goods; and software and data processing. [2]

As you can see, R&D spending is very important for these industries; for the past 20 years, it has consistently exceed investment spending as traditionally defined. Using the older, narrow definition, these industries account for no greater share of investment in the US than they did 50 years ago; with R&D included, their share of total investment has more than doubled. But both measures show the high-tech share of investment peaking in the late 1990s; for the past 15 years, it has steadily declined.

Obviously, this doesn’t tell us anything about why investment has stalled in these industries since the end of the tech boom. But it does at least suggest some problems with a simple story in which financial markets reallocate capital from old industries to newer ones.

The next figure breaks out the industries within the high-tech group. Here we’re looking at the broad measure of investment, which incudes R&D.

As you can see, the decline in high-tech investment is consistent across the high-tech sectors. While the exact timing varies, in the 1980s and 1990s all of these sectors saw a rising share of investment; in the past 15 years, none have. [3] So we can safely say: In the universe of publicly traded corporations, the sectors we think would benefit from reallocation of capital were indeed investing heavily in the decades before 2000; but since then, they have not been. The decline in investment spending in the pharmaceutical industry — which, again, includes R&D spending on new drugs — is especially striking.

Where has investment been growing, then? Here:

The red lines show broad and narrow investment for oil and gas and related industries — SICs 101-138, 291-299, and 492. Either way you measure investment, the increase over the past 15 years has dwarfed that in any other industry. Note that oil and gas, unlike the high-tech industries, is less R&D-intensive than the corporate sector as a whole. Looking only at plant and equipment, fossil fuels account for 40 percent of total corporate investment; by this measure, in some recent years, investment here has exceeded that of all manufacturing together. With R&D included, by contrast, fossil fuels account for “only” a third of US investment.

In the next post, I’ll look at the other key financial flows — cashflow from operations, shareholder payouts, and borrowing — for the tech industries, compared with corporations in general. As we’ll see, while at one point payouts were lower in these industries than elsewhere, over the past 15 years they have increased even faster than for publicly traded corporations as a whole. In the meantime:

Very few of the people talking about the dynamic way American financial markets reallocate capital have, I suspect, a clear idea of the actual reallocation that is taking place. Save for another time the question of whether this huge growth in fossil fuel extraction is a good thing for the United States or the world. (Spoiler: It’s very bad.) I think it’s hard to argue with a straight face that shareholder payouts at Apple or GE are what’s funding fracking in North Dakota.

[1] This seems to be part of a larger phenomenon of the official statistical agencies being pulled into the orbit of economic theory and away from business accounting practices. It seems to me that allowing the official statistics to drift away from the statistics actually used by households and businesses creates all kinds of problems.

[2] Specifically, it is SICs 83, 357, 366, 367, 382, 384, and 737. I took this specific definition from Brown, Fazzari and Petersen. It seems to be standard in the literature.

[3] Since you are probably wondering: About two-thirds of that spike in software investment around 1970 is IBM, with Xerox and Unisys accounting for most of the rest.

Do Shareholder Payouts Fund Investment at New Firms?

Are shareholder payouts a tool for reallocating capital from large, established corporations to the newer, smaller firms with better prospects for growth? If so, we should see this reflected in the investment figures — the shareholder revolution of the 1980s, and the more recent growth of activist investors, should be associated with a shift of investment away from big incumbent firms. Do we see this?

As a simple test, we can look at the share of corporate investment accounted for by smaller and younger firms. And the answer this exercise suggests is, No. Within the corporate sector, there is also no sign of capital being allocated to new sectors and smaller firms. The following figures show the share of total corporate investment accounted for by young firms, defined as those listed for less than five years; and by small firms, defined as those with sales below the median sales for listed corporations in that year. [1]

The share of investment accounted for newer firms fluctuates between 5 and 20 percent of the total, peaking periodically when large numbers of new firms enter the markets. [2] The most recent such peak came in tech boom period of the late 1990s, as one might expect. But the young-firm investment share shows no upward trend, and since the recession has been stuck at its lowest level of the postwar period. As for the the share of investment accounted for small firms, it has steadily declined since the 1950s — apart from, again, a temporary spike during the tech-boom period. Like the investment share of newer firms, the investment share of small firms is now at its lowest level ever.

We come to a similar conclusion if we look at the share of investment accounted for by noncorporate businesses. Partnerships, sole proprietorships and other noncorporate businesses accounted for close to 20 percent of US fixed investment in the 1960s and 1970s, but have accounted for a steady 12 percent of fixed investment over the past 25 years. So the funds flowing out of large corporations sector are not financing increased investment in smaller, younger corporations, or in the noncorporate sector either.

This is not really surprising. Smaller and younger businesses are mainly dependent on bank loans, and shareholder payouts don’t increase bank lending capacity in any direct way. More broadly, it’s hard to see evidence that potential funders of new businesses are liquidity-constrained. Higher payouts presumably do contribute to higher stock prices, and perhaps marginally to lower bond yields, but any connection with financing for new businesses seems tenuous at best.

In any case, whatever the shareholder revolution has accomplished, there does no seem to have been any reallocation of capital to smaller, growing firms. Capital accumulation in the United States is more concentrated in large established corporations than ever.

[1] Data is from Compustat, a database that assembles all the income, cashflow and balance sheet statements published since 1950 by corporations listed on US markets. I’ve excluded the financial sector, defined as 2-digit NAICS 52 and 53 and SIC 60-69. Investment is capital expenditure plus R&D.

[2] I suspect the late-80s peak is an artifact of the many changes of ownership in that period, which are hard to distinguish from new listings.

Do Shareholder Payouts “Allocate Capital”?

With my colleagues at the Roosevelt Institute, I’m working on a long-delayed followup to the Disgorge the Cash paper.

One of the issues we are addressing is this: Aren’t higher shareholder payouts just a way of channeling funds from mature, slow-growing firms to fast-growing sectors that need capital? This has always been one of the main arguments in support of the shareholder revolution. Michael Jensen:

With all its vast increases in data, talent, and technology, Wall Street can allocate capital among competing businesses and monitor and discipline management more effectively than the CEO and headquarters staff of the typical diversified company. KKR’s New York offices and Irwin Jacobs’ Minneapolis base are direct substitutes for corporate headquarters in Akron and Peoria.

Can the data shed light on the claim that high shareholder payouts are just a way that capital markets reallocate scarce funds from stagnant established firms to up-and-coming innovators?

One line of evidence against this claim is presented in my original Disgorge paper, though not explained as clearly as it could have been. As the table below — reproduced from the paper — shows, the correlations of investment with profits and borrowing have weakened not just at the level of the individual firm, but for the corporate sector as a whole. If markets were mainly reallocating capital from the industries of yesterday to the industries of tomorrow, we would expect an inflow of funds into the corporate sector to be associated with a rise in investment somewhere, even if not in the firms that initially received them. But this is not the case — or at least, it is less the case than it used to be. The weakening of the aggregate relationship between cashflow from operations and borrowing, on the one hand, and investment, on the other, suggests that higher payouts from one business are not translated into more investment funding for another.

Now I want to present two more lines of evidence that point in the same direction.

First, we can compare sources and uses of funds for corporations in general with the same sources and uses for corporations in high-technology industries. Second, we can look at smaller and younger firms specifically, and ask if they account for a higher share of investment than in the old days of managerialism, when investment was more internally financed. In the next two posts that’s what I’ll do.