New Flow Visualizer and Minor Observations on Macroeconomics

In case you missed it, yesterday I introduced a preview of the Macroeconomic Circular Flow Visualizer via a post on EconViz (read the linked post to see more on possible future features and such).

Since I don't always get around to writing the longer ThoughtOfferings posts that linger on my "to do" list, I've been thinking of posting a (still infrequent) mix of bite-sized observations on macroeconomic dynamics. (Hey, the blog is called thought offerings!) Some of them may be inspired by the EconViz visualizers. They are unlikely to be novel, and apologies if I state the obvious too often. But, if there's an occasional observation I can't remember having seen discussed explicitly elsewhere and that I find interesting, then perhaps others will find it interesting too. And if you think I draw incorrect conclusions at any time, please speak up!

Here's one for today on the full autonomy of macroeconomic flow injections. The circular flow visualizer shows in green the three injections -- government spending, investment, and exports.

• A Post Keynesian revelation is that the injection of business investment has no dependency on the past leakage flow to saving (i.e., on the current quantity of savings). The mainstream believes you need savings to fund investment and also that central bank policy levers play a big role here.
• A MMT revelation is that the injection of government spending has no dependency on the past leakage flow to taxes (or on the whims of bond markets).
• Exports are "funded" thanks to foreign countries' circular flows of income, so combining the previous two revelations, the injection of export spending has no dependency on the past leakage to imports. (At least with floating currencies, governments sovereign in their own currencies, etc...) A question I don't know the answer to -- does the mainstream macroeconomics profession in countries with persistent trade surpluses worry about foreigners running out of funds to buy their exports??? (Since they'd believe those foreign economies' other two injections have constraints).
  

EconViz: New Tutorial: How Loans Create Money

Reposting from EconViz Blog:

Here is the first part of a new narrated visual tutorial:

How Bank Loans Create Money — Explained Visually in 3 Minutes

This part covers the very basics, so you're not likely to learn anything if you've followed this topic recently in the blogosphere or used the Macroeconomic Balance Sheet Visualizer... but I hope it might be helpful to those less familiar with the topic. The format also introduces a little more interactivity -- the last page lets you create and repay loans, pay interest, and default on loans. I believe the non-video format has more potential than I've used it for so far -- for example, it could include built in gamification and quizzes.

Part 2 will show the central bank's involvement -- including how reserve requirements, capital ratios, and cash withdrawals do not limit economy-wide lending -- and other related topics that distinguish the Post-Keynesian understanding from the mainstream.

Since the How the Economy Works tutorial turned into a bit of a monster (at half an hour of narrated content plus lots of text-only additional details) I'm going to try making new tutorials as short as I possibly can... 2-5 minutes per tutorial seems to me a good upper limit to attempt, but I am happy to have feedback on this (or anything EconViz related!)

Banks Dominate Euro Area Lending because of the Low Ratio of Short Maturity Government Debt?

The full mechanics of money supply endogeneity seem to be one of the remaining mysteries of macroeconomics. As I have explored for a couple years now (see for example the most recent two posts, A Visual Guide to Endogenous Money and the Failure of QE and Kaldor on Money Supply Endogeneity) there appears to be a truly remarkable layer of money supply dynamism that even most modern Post Keynesians fail to discuss. (And the mainstream of course remains hopelessly unaware, stuck on inapplicable theories like IS/LM that treat financial assets like commodities!)

Consider this chart showing the ratio of Bank versus Non-Bank Lending in the Euro Area versus the United States * (source: ECB Monthly Bulletin via Alea):



I've seen this difference referred to on occasion over the years, but I've never seen anyone attempt to ask or answer, "why the difference?"

I believe the reason is that the US government issues a much greater proportion of its debt as short duration (less than one year) as compared to the Euro Area governments, who rely much more heavily on longer duration debt:

Percentage of Euro Area Debt Maturing within One Year, by Nation, 2010 (Source: Eurostat)


Percentage of US Treasury Debt Maturing within One Year (source: The Economist):


Based on the charts above, the Euro Area countries seemed to average roughly 10% short duration debt (maturing within one year) and 90% long duration debt in 2009. The US government on the other hand has issued short duration debt much more heavily -- ranging from around 30% to around 45% of total treasury debt outstanding in the years leading up to 2009. (Unfortunately I couldn't find charts with dates or date ranges that exactly matched between the US and Euro Area).

As I explained in earlier posts on money supply endogeneity, banks seem to operate as a "lender of last resort" within the private sector. If there is a temporary "excess" of people who hold short duration assets (such as bank deposits -- i.e., money -- and short duration government debt which acts a lot like "money"), then these people will be more eager to lend (aka "invest", likely through an intermediary), thus transforming those short duration assets into long duration assets (debt assets). However, without that temporary "excess" of short duration assets, banks can always step in as the "lender of last resort", since bank loans create money. Thus any temporary "shortage" of desired short duration assets within aggregated private sector portfolios will disappear as the bank loans increase the money supply! These mechanics are covered in more detail at the previous posts linked to in the first paragraph.

(You can use this visualizer to compare bank lending, bond issuance, etc).

Bottom line: the private sector has to accept the maturity profile of the assets supplied to it by government (government debt satisfies savings desires), and builds upon that "starting point" to get to an aggregate desired portfolio maturity profile. In the Euro Area, it appears that this starting point includes "not enough" short duration assets, so to satisfy borrowing needs (note: borrowing needs are an independent dynamic from portfolio preferences), the private sector relies heavily on bank loans. But in the US, the "starting point" given by government already includes a larger proportion of short duration assets, so borrowing needs are filled using a larger ratio of non-bank lending, since non-bank lending changes the portfolio mix in a way that doesn't increase the percentage of short duration assets outstanding.

And as I've suggested before, if the US government embarked on a truly massive shock and awe style QE (many trillions of dollars of additional asset purchases) as proposed by Paul Krugman and perhaps others, it might inadvertently "kill" a lot of the US banking system, or at least kill off much of banking's traditional on-balance-sheet lending function. (Banks might still earn fees from originating loans before selling them to non-banks, and non-banks could also originate lending as they do now). And along similar lines, when MMTers sometimes suggest that the US government should not issue bonds at all, I wonder whether they are aware of the possible impacts on the banking system. Just to be clear, I'm not expressing an opinion on whether such a change would be good or bad, I am just pointing out that the system might be different in large and unpredicted ways.

* DISCLAIMER: The first chart only shows "External Financing for Non-Financial Corporations," so a chart that also included household borrowing might tell a very different story that could contradict the analysis in this post. It seems improbable to me that there is a massive reliance by European households on non-bank lending that would be large enough to offset the corporate reliance on bank lending, but I'd be glad to hear if I'm wrong.

UPDATE 2:21pm:
First, I realize I failed to discuss how the propensity of US households toward bank borrowing versus non-bank borrowing (of unknown amount) could change the premise I introduced with the first chart by making the Euro Area and US look more alike when considering the entire private sector's borrowing rather than just corporate borrowing.
Second, the title read as more definitive than I originally intended, so I added a question mark -- this blog post's content (statements often prefixed by "I believe...") is still largely speculative, though there seems to be supporting evidence in the Circuitist literature (as I interpret it).

Tutorial Seeking the Right Audience

Reposting from EconViz Blog:

How the Economy Works — a Visual Tutorial seeks the right audience of would-be learners. This seems most likely to be:

1. People who would like to learn more about the nuts and bolts of how the economy works and some of the things wrong with conventional wisdom, but don't have the time or patience for the econoblogosphere, academic papers, or textbooks.
2. Newcomers to MMT interested in a "quick start" overview before delving deeper into the core MMT material available at Mosler Economics, Billy Blog, Economics Perspective from Kansas City, etc.

The feedback a few months ago when I put the first draft online was positive and responses suggested the material worthy of recommending to others. (And I have been attempting improvements ever since, though the core set of topics/pages covered has not changed, so you probably won't see much that's new if you've already gone through it).

So lest it just gather dust, please consider passing the link on to interested friends / family / etc if you believe doing so could be beneficial. I hope at least a few will use the variety of available mechanisms to give feedback on which parts are easy to understand and which parts still need more clarity... and optimizing the content as I get feedback will be an ongoing project for me.

http://econviz.org/how-the-economy-works-visual-tutorial/

Some people requested more breadth and depth of content. I still hope to cover many more topics (an aspirational roadmap is here) using current and new visualization mechanisms, but given the time involved in producing multimedia content like this, I don’t want to get too far ahead of having an audience for the content. The good news is with the content platform improving by the month as I tweak it, future content will be less time consuming to create.

Of course I know I have to do some work to promote this content too, and do have a few ideas on where to start. But I’d be glad to hear suggestions.

The Ultimate Job Guarantee Implementation: Can we Achieve Zero Wasted Labor AND Zero Material Waste Simultaneously?!?

Discussion in the MMT blogosphere has focused recently on the "Job Guarantee" (also known as "Employer of Last Resort", "Transition Job", or to some, "Workfare".) The concept is that everyone should have the option of a federally funded but locally administered minimum wage job. The economic motivations include (1) achieving loose "full employment" even when there is insufficient aggregate demand (spending) to create private sector jobs for everyone who wants one, and (2) enhancing macroeconomic price stability (low and stable inflation), and (3) raising the long term productivity of the economy. Job Guarantee (JG) proponents are among those who consider mass involuntary unemployment to be an enormous waste of willing human labor, resulting in many direct and indirect costs to society. And even Ben Bernanke has said:

"Long-term unemployment imposes severe economic hardships on the unemployed and their families, and, by leading to an erosion of skills of those without work, it both impairs their lifetime employment prospects and reduces the productive potential of our economy as a whole."

One of the recurring topics of JG debate is "what would all these people do?" Some commenters have a variety of constructive answers to this question, while others suggest than any job tasks chosen by the government (even local government, as opposed to Congress) would be a "boondoggle." I am not familiar enough with the academic research and modeling to weigh in with strongly held opinions for or against the JG concept in general (though I lean strongly toward giving it the benefit of the doubt), but this post will outline a concrete JG idea I have not seen described elsewhere. There are aspects of the idea I find highly compelling, but I expect some people may hate it.

First, some brief context. Modern economies have major problems with their environmental sustainability. One of these problems is that they have evolved to treat natural resources as an "input" to human activity and accepted a large waste stream as an "output", as though the economy were the center of reality. There have always been some observers warning that economies exist WITHIN the natural environment, not APART from it, and economies must adapt to function in a sustainable closed-loop way just like natural ecosystems -- where the output of every system of production and consumption is ultimately an input to another such system. Here is a diagram from zerowaste.org reflecting the current economic system's material flows:

Here is a diagram reflecting the conceptually ideal zero-waste closed loop system:

Three of the major problems with the current system as shown in the first diagram are external costs, that is, costs borne by society at large:

1. Land fills consume finite land (for which available locations are diminishing), and can be unpleasant and costly to administer.
2. Garbage incineration contributes to air pollution that adversely effects health, and consumes many materials that might have had better forms of reuse.
3. The economy's raw material input requirements are larger than would be necessary if we reused more of our waste stream. In addition, the methods we use to extract new raw materials typically have large external costs as well (e.g., habitat destruction and pollution from mining). These external costs go down when we reuse more materials.

What if the role of job guarantee work was to "intercept" the not-currently-recycled part of the waste stream with the goal of reclaiming recyclable, reusable, and organic (compostable or biofuel-ready) materials to the maximum extent possible? Source separation (such as separate curbside bins) should certainly still be encouraged wherever possible to create pre-separated streams of recyclables, organic waste (yard and food scraps), and general trash, however many localities don't do any separation at all, and even general trash streams will inevitably contain recoverable waste. So a JG zero-waste program would focus specifically on reducing the waste streams that are currently going to landfills or incinerators.

The pie chart below shows the composition of the 250 million ton annual waste stream in the US, of which only 34% is currently recycled! (Source: EPA). That 66% currently going to landfills and incinerators contains extraordinary amounts of valuable material! Separating it further would be labor intensive work, and would probably not be profitable for individual companies extracting only the materials they could sell for more than the cost of labor. But, the job guarantee concept isn't intended to be "profitable" in such a narrowly focused sense!

An underlying presumption in this idea is that the more human labor is available for sorting, separation, and dis-assembly of complex items, the higher would be the percentage of the waste stream that can be reclaimed for new uses. There would likely be diminishing returns in adding new labor as separation of reusable materials approaches 100% of the waste stream -- since some portion of the waste stream may be too complex or contaminated for separation -- but this also means a potentially huge number of JG workers could be usefully employed, so the JG program could be exclusively focused on this goal! Here is a purely speculative graph of this labor vs output relationship (I have no detailed knowledge of the waste industry, so this could be inaccurate!):



Of course, automation should be used in waste stream separation to the maximum extent possible, and we shouldn't abuse "cheap" labor if there are reasonable automation options available! Single-stream recycling facilities already have impressive technology for separation of material types, and technologies for processing "dirty" trash streams appear to be advancing too! But based on my limited knowledge, even these advanced "dirty" processing facilities still require some human labor in the sorting process, and may also be too expensive for many municipalities. We are probably still decades away (I'm guessing!) from sophisticated enough computer vision and robotic dexterity to achieve everything a human can in this type of process.

I expect this to be a controversial suggestion, in part because of the "trash" association and concerns about human dignity (perhaps this is an inherently bad idea!) but I'll run through some of the pros and cons I can think of. Here are some advantages:

• Job guarantee workers would be providing an obvious-to-all public service with broadly shared benefits, because the waste stream is produced by just about everyone, and the negative externalities being reduced would otherwise be suffered widely also. With other JG roles sometimes suggested by commenters (reading to the elderly, planting trees in parks, removing graffiti, etc) there might be concerns by voters about jobs benefiting some demographics more than others, or about potentially poor choices of projects in general. But everyone benefits from a zero material waste economy!
  
• If a program of this type intercepted the part of the waste stream not already being reclaimed, it would not compete with the private sector or charities (or perhaps very minimally). Presumably this work is too labor intensive to be cost effective for private industry, but cost effectiveness (with the typical narrow definition of a single entity's cash flow) is not the goal of the job guarantee.
• It is inherently local (which is one of the MMT design choices for implementing a JG), because waste streams are produced everywhere people live and work!
• The financial costs of waste handling are often already paid for by municipalities (source).
  
• The savings in materials-flow-related external costs alone (pollution, landfill space, and raw material inputs to the economy) could significantly offset the program's "costs" in terms of wages paid to JG workers (not that a JG program should be required to be provably "profitable" to be considered a success).
• After also accounting for the benefits to society of reduced involuntary unemployment (e.g., reductions in mental illness, crime, family breakdown, soup kitchen spending, safety net transfer payments, etc) such a program would look even more cost effective!
• It would scale easily with the ever-changing size of the JG's buffer pool of workers. If the economy booms and the JG pool shrinks and there is no fiscal adjustment made by federal government to increase the pool (potentially needed if inflation were accelerating), then more of the waste stream will simply end up in the landfill or incinerator as is the practice today. Thus "zero" waste would be an exaggeration, but the waste reduction might still be large. Conversely, if the economy contracted and the JG pool of workers grew large, perhaps the sorting process could focus on reclaiming a much larger percentage of the waste stream, possibly even with extra time to break down and disassemble complex waste into component parts. What would the "typical" size of the JG pool of workers be? At least one MMT economist has suggested it might average around 3% of the work force.
  
• Waste sorting and separation jobs would be easily filled by unskilled labor, consistent with the "hiring off the bottom" goal of the JG.
• A job guarantee is widely recognized as setting a floor on economy-wide wages. However, it might also set a floor on conditions. Some commenters have expressed concern that having too many jobs viewed as "easy" in a JG (reading, tutoring, etc?) could be a problematic competitive force attracting workers from private sector jobs to the JG. An assumption in this thinking is that society relies on some industries in which the work can't be made "fun" and "easy" and while there should certainly be safe and humanitarian working conditions enforced, those industries' attempts to pay enough to retain workers might result in problematically large shifts in private sector wage structures, potentially raising the general price level by enough to force the nominal JG wage too far below a "living wage" to be politically acceptable. Thus, for better or worse, waste stream handling as a choice of JG program would be likely be seen by voters as not setting an overly "cushy" floor for work conditions.
• Waste handling is a large enough problem that it might (?) be able to absorb ALL JG workers (even if that represents 3% or more of the work force).
• Waste handling is a national and global problem so best practices could be shared widely across implementations.
  
• Such a program might be able to piggy-back on some existing infrastructure.
  
• Such a program might not be seen by voters as "make work" (see CETA-related quote here), and thus have higher political feasibility than some JG suggestions?
  

Here are some potential drawbacks:

• There could be a large social stigma for JG workers handling society's waste in this way. But would it be worse than the social stigma of unemployment? And might society's notions of dignity be able to evolve? After all, one of nature's waste handlers, the scarab (a type of dung beetle), was considered sacred in Ancient Egypt...
  
• Concerns may arise about the moral hazard for households and businesses in knowing that someone will "clean up after them." But with a national emphasis on good practices in sustainability, hopefully there could be ways to minimize this. And certainly manufacturers and such whose waste output is already regulated should continue to bear a higher responsibility (enforced by regulation) for minimizing their waste streams. (Often this process turns out to be profitable for them anyway.)
  
• Such a program might not be "transitional" enough -- does it adequately prepare workers for transition to the private sector when a job becomes available? I don't know, and I'm not sure how favorably it would compare in this respect to other job types suggested for unskilled labor in JG programs.
• Could the potential for unsanitary organic waste (dirty diapers!), sharp metal or glass, hazardous chemicals, etc make it too dangerous? Are there standards for hazmat suits and assistive tools and technology that would suffice? Even assuming so, there would need to be some sort of externally administered inspection process to ensure safe working conditions.
• Could such work inherently lead to repetitive stress injuries? I'm not sure how highly repetitive such sorting tasks would be given the nature of a mixed waste stream -- it could include some interesting dis-assembly of a big variety of items (toys, electronics, furniture, etc) into their component pieces. Perhaps every certain number of hours would involve a shift in the "creative project" room designing and building the [mini-]pyramids for the 21st century and other art out of the waste not useable for other applications!
• Separability of materials might be too difficult if organic waste can cause too much contamination... but this might be addressed with larger source separation initiatives (curbside food and garden waste containers) along with a willingness to send unrecoverable bags or clumps of trash to the landfill-bound conveyer.
• Energy use for sorting, transportation, and reuse might be more of a limiting factor than the needed human labor. If getting the separated materials back into the industrial production stream in a useable form required too much energy, such a project might not be popular (at least until further strides are made in renewable energy). Of course, the organic waste stream may itself be an energy source given ongoing innovations in waste-to-energy technology.
• Some new infrastructure (facilities and equipment) might be required. This could actually be beneficial to the economy if there was enough spare economic capacity to build and produce what was required within putting undesirable upward pressure on prices.
  

Aside from the drawbacks above and whatever else I've overlooked or gotten wrong, this almost seems too good to be true! What do you think?

To repeat, the high level aspiration outlined here is to "kill two birds with one stone" by matching the goal of reducing human labor waste (involuntary unemployment) with the goal of reducing other external costs currently borne by society. This post focused on the "other external costs" related to materials flow and associated environmental sustainability, but are there other large-scale external costs a JG could potentially address?

What are the lessons of CETA? (a 1973 US jobs program)

Last May I ran into a reference to a jobs program started in 1973 called CETA (Comprehensive Employment and Training Act) that at its peak employed more than 700,000 people. At the time I searched the major MMT blogs as well as the papers I could find on Job Guarantee / Employer of Last Resort policy and implementations, and I didn't find any discussion of it. I posted comments asking about it on a couple major MMT blogs, but no one weighed in at the time. It occurred to me given the recent JG discussions to ask again, and a search in my feed reader hasn't uncovered any new references to it. (Disclaimer: my lack of results could be entirely my failure to search thoroughly enough.)

Overview from wikipedia: “a United States federal law enacted in 1973 to train workers and provide them with jobs in the public service… The program offered work to those with low incomes and the long term unemployed… The intent was to impart a marketable skill that would allow participants to move to an unsubsidized job. It was an extension of the Works Progress Administration program from the 1930s. The Act was intended to decentralize control of federally controlled job training programs, giving more power to the individual state governments.”

An opinion writer at politicsdaily that had came up in my quick search results said: “That was the crux of the policy dilemma: The voters did not want make-work and the unions did not want real work.” And, “CETA employees did perform useful work — from asbestos removal to assisting in libraries and senior citizen centers.” And, “Following the questionable gospel that state and local governments always know best, CETA programs were decentralized.” And, “But the problem with CETA was not that it embodied Big Government, but that it was not big enough.”

The program sounds like it shares a number of characteristics with the Job Guarantee as proposed by primary MMT authors, and it's more recent than the Great Depression work programs that people often mention in comments. So, what did it do right? What did it do wrong? What are the lessons learned? Why is it not being used as an example in these discussions, or mentioned by primary MMT authors? (Perhaps it has been and I've just missed it). Was it successful for its size (despite not being an unlimited offer of work positions at the policy wage, as proposed under a JG) but just not big enough to matter? Were there major unintended consequences that weren't addressed? Was it ultimately sabotaged on ideological grounds by free market fundamentalists? Did the voters and the unions reject it on the grounds quoted above? Anyone know or have useful links that I've overlooked?

UPDATE 1/15/2012: Corrected the first paragraph. It had falsely referenced Jimmy Carter as associated with the start of this program (either I mangled the notes I took a year ago or the original source I found was wrong -- I should have caught that presidential year mistake -- oops!)

Kaldor on Money Supply Endogeneity

Some of my posts starting in October 2010 (the most recent one is here, with some conceptual graphics) have focused on the endogeneity of the money supply independent from the broad Post-Keynesian observation that loans create deposits. That is, the dynamism of the economy (largely courtesy of the financial sector) seemingly allows households and businesses on aggregate to self-determine their portfolio composition -- i.e., how much "money" they hold -- independent of both government policy and private debt levels.

Whether due to lack of familiarity or considered relative unimportance, there seems to be very little attention to this dynamic in the MMT-oriented econoblogosphere, even among the "primary" MMT bloggers when they discuss QE. If money supply endogeneity were only about loans creating deposits, then one should still expect to see QE changing broad money supply from whatever trend(s) it was already on, since QE isn't generally assumed to change people's propensity to borrow or their rate of deleveraging. Here are two updated charts of the MZM (Money Zero Maturity) measure of broad money supply:





Money supply did not grow as much as the QE operations alone would suggest. The actual trends are very volatile (probably having to do with uncertainty and liquidity preference during recession and expanding financial assets in line with a growing economy during economic growth) and so it's difficult to say anything conclusive other than that QE did not provide a 1-to-1 increase or obviously "shift" the trend lines while active.

Ramanan recently posted two great quotes from Nicholas Kaldor's The Scourge Of Monetarism (Oxford University Press, 1982). First, via Ramanan (emphasis mine):

"As it is, a highly developed banking system already provides such facilities on an ample scale, since it is prepared to accommodate the public’s changing demand between different types or financial assets by altering the composition of the banks’ assets or liabilities in a reverse direction. If the non-banking public wishes to switch its holding of gilts for interest-bearing bank deposits, the banks are ready to supply such deposits at the minimum of inconvenience, and at the same time to place their surplus funds into the gilts which were previously held by the public. Similarly the banks provide easy facilities to their customers for switching balances on current accounts into interest-bearing deposit accounts, or vice versa. Hence, while the annual increment in the total holding of financial assets of the private sector (considered as a whole) is nothing more than the mirror-image of the borrowing requirement of the public sector (in a closed economy at any rate), neither the Government nor the banks can determine how much of this increment will be held in the form of cash (meaning notes and current deposits) and how much in the near-equivalents to cash (such as interest-bearing demand deposits) or in various forms of public sector debt. Thus neither the Government nor the central bank can control how much or the total financial assets the public prefers to hold in the form of ‘money’ on one particular definition or another."

Kaldor certainly appears to have these concepts mastered (including financial sectoral balances) and this was 1982! It's amazing to me that virtually none of this could "rub off" onto the economics mainstream over a period of three decades! Ramanan quotes more interesting details from Kaldor in a second post (follow the link to read it).

This seems to me largely consistent with dynamics I've postulated. A copy and paste from my last post's summary of mechanisms:

Overview of Ways the Private Sector Can Reduce "Unwanted" Broad Money Supply:

1. Replace loans (which create money) with non-bank borrowing (which does not create money) independent of total debt levels. Examples of non-bank debt include corporate bonds, peer to peer loans, securitized loan pools, housing agency debt, etc. Most of this post focused on this mechanism.
   
2. Induce less bank lending by changing aggregated propensities to borrow. For example, many reports indicate a record number of cash buyers have been supporting the housing market. Logically, if there is an "excess" of deposits in the economy, then investors who would rather own other assets may outbid other potential buyers of those same assets who would have bought using debt. Thus, while QE's added money supply in this case doesn't eliminate existing bank loans, it serves to reduce the number of houses bought using bank loans, while at the same time other loans are continually being paid down. The net effect is that bank lending moves to a lower level than it would have been at had QE not occurred. Those who lost the bid for houses (who would otherwise have bought with a bank loan) might rent from the investors instead, so this point does not imply that QE will cause some to have no place to live.
   
3. Banks can sell assets (treasuries, loans, etc) to the rest of the private sector. A net decrease in assets in this way causes a net decrease in broad money supply. To see how this works, visit the Macroeconomic Balance Sheet Visualizer, and choose the operation "Bank Loan" followed by "Bank Loan is Securitized" (which is one way banks sell assets to the non-bank sector).
4. Banks can fund themselves with a higher portion of non-deposit liabilities (e.g., bonds) instead of deposit liabilities. This results in less broad money supply. As I understand it, this was part of the dynamic that RSJ described in this post.

I'm not sure whether I'm odd to find this stuff fascinating or whether my descriptions are not clear and/or don't seem credible (and I admit I still may have some things wrong!). It may just be that this is clearly less important than topics on "fixing" the economy's current primary problems. But I've considered putting together a mini step-by-step visualization on EconViz on this topic (when I can get to it) -- if anyone would find this beneficial in clarifying these interactions, please say so.