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Non-bank financial intermediation: Research, policy, and data challenges

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Non-bank financial intermediation (NBFI) has been in the news. This form of financial intermediation has grown fast since the global financial crisis (GFC), and its size now equals that of banks in many countries (Acharya et al. 2024 ). Presumably, this growth reflects the demand for, and economic benefits of, the specific services offered by non-bank financial intermediaries (NBFIs). Yet, NBFI has also been in the news as a factor behind some recent financial stresses (e.g. FSB 2020). These events, including severe dysfunctioning in core bond markets, have necessitated large central bank interventions. Related, some have questioned the spare wheel role of NBFI, the notion that it will help with financing the real sector in times of stress. Rather, some recent analysis (e.g. Forbes et al. 2023, Aldasoro et al. 2024) suggests that NBFI is less willing than banks to tie borrowers over during crises and may actually be more procyclical. 

Reflecting this, in a recent paper (Claessens 2024) I review research and policy work on NBFI from a financial stability perspective. Reflecting its growth, stability, and procyclicality issues, NBFI has been researched more recently (for another review, see Aramonte et al. 2023) and received much more policy attention (e.g. FSB 2024). In some sense, this reflects a catching up with the attention long given to banking. But there are many differences. For one, NBFI is more diverse than banking, including as it does money market and other asset management vehicles, pension funds and insurance corporations, making for many aspects to cover and issues to consider. I therefore focus on market-based forms, and within that subset, on debt-related intermediation, as that is most closely associated with financial instability. And, as NBFI emerged more recently, it has led to crises only lately. Since NBFI-related financial instability is very episodic, there are few such events – less so than related to banking. Together, this has made it harder to study its financial stability properties than for banking.

With these caveats in mind, I first document the rapid growth of NBFI. While it has slowed down recently, since the GFC its growth has exceeded that of other financial assets (Figure 1a; for more details, see FSB 2023b). NBFI assets now account for nearly one-half of total global financial assets (Figure 1b).  In 2022, approximately 65% was held by so-called other financial intermediaries (OFIs) – institutions other than central banks, banks, public financial institutions, insurance corporations, pension funds, or financial auxiliaries. Among OFIs, about three-quarters are collective investment vehicles (CIVs), such as money market funds (MMFs), fixed-income funds, balanced funds, hedge funds, and real estate investment trusts. Relative to GDP, between 2012 and 2022 they grew by 7 percentage points in the UK, 3 percentage points in Italy, 2 percentage points in Japan, 1 percentage point in the US, roughly doubled in Brazil and South Africa, and increased by one-third in India. While attribution is difficult, the low interest rate environment, generally low asset price volatility, as well as technological advances and financial reforms likely drove this growth.

Figure 1 Total global financial assets and the NBFI share

Notes: The NBFI sector includes all financial institutions that are not central banks, banks, or public financial institutions. Included are all Argentina, Australia, Brazil, Canada, the Cayman Islands, Chile, China, the euro area, Hong Kong SAR, India, Indonesia, Japan, South Korea, Mexico, Russia, Saudi Arabia, Singapore, South Africa, Switzerland, Türkiye, the UK, and the US. Panel a includes data for Russia up until 2020; panel b does not include data for Russia.
Source: FSB (2023b).

Stress periods related to NBFI are rare and can be triggered by many shocks, but they appear to have increased in frequency.  The onset of the GFC, the global COVID-19 outbreak in March 2020, and, most recently, the start of the war in Ukraine have been associated with NBFI-induced financial stress. Most were due to CIVs, which have features that make them susceptible to runs and have driven the NBFI growth since the GFC. But it can be other NBFIs too, as in the UK in September 2022 when gilt interest rates rose following a mini budget announcement, triggering a crisis among pension funds as collateral calls related to so-called liability-driven investments could not be met.

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Research has documented the benefits of NBFI in terms of greater access to finance and economic impact, relating these to its specific comparative advantages in maturity and liquidity transformation; its specialisation (for example, some CIVs invest (mostly) in one specific asset class) and ability to finance riskier but more productive segments; its greater allocational efficiency relative to banks (due to its more decentralised nature), at least for some types of investments; and its risk-pooling and diversification benefits for final investors. NBFI’s complementary relationships with banks and capital markets, which can be from the supply and demand side, are also argued to provide benefits.

The risk-reduction benefits of NBFI arise in large part from the diverse forms of financial services it provides. NBFI generally uses instruments that involve greater risk-sharing among a wider pool, which can benefit borrowers. Also, since NBFIs do not have very highly levered balance sheets and are not core to the payment system as banks are, individual NBFI failures tend to have less systemic consequences. Evidence also supports that better-developed capital markets, typically associated with more NBFI, mitigate the negative real effects of crises. But NBFI comes with its own risks, related specifically to interconnections and interactions between liquidity and leverage, and can be procyclical too.

The connections between NBFIs and banks, often referred to as shadow banking, have been extensively analysed post-GFC, as they contributed to that crisis. These links are much smaller today due to various reforms. Still, they and related risks remain (e.g. Acharya et al. 2024), as the large impact of the bankruptcies of Archegos Capital Management and Greensill Capital on some banks showed.

The main systemic risk analysed in relation to NBFI recently has been its fragile liquidity. The underlying mechanisms are well-known (Aramonte et al. 2023) and were present in several recent stress events. At its core are the interactions between liquidity mismatches and leverage with risk-management practices, with the latter influenced in part by regulation. Fragile liquidity can arise from those NBFIs that issue liabilities with near-money characteristics yet are backed by illiquid assets and channelled through vehicles with no (or limited) ability to generate their own liquidity. These forms include MMFs and other types of CIVs. When faced with large-scale redemptions and other withdrawals, such CIVs can quickly run down their buffers. Additionally, in times of stress, fund managers typically hoard cash. Both behaviours can make CIVs want to sell assets at times of few buyers. The demand for liquidity services from dealers may rise, but their supply is not elastic either. Market imbalances may follow. Depending on the size and concentration of investments CIVs hold, this can lead to fire sales and potential market dysfunctions, with spillovers to other parts of the financial system and the real economy.

Such collectively destabilising behaviour and dynamics were analysed well before recent events. New theoretical and empirical work has clarified old and identified new channels, highlighting the large role of leverage in general, and more recently the role of NBFI. Several papers show how stresses in the US Treasury market in March 2020, at the start of the COVID-19 pandemic, in the form of the dash for cash related to NBFI actions (e.g. Schrimpf et al. 2020, FSB 2020). Open-ended funds investing in corporate bonds amplified the bond market stresses in March 2020 as they liquidated assets on an elevated scale (e.g. Claessens and Lewrick 2021). And large margin calls led to price spillovers and stresses in commodity markets in March 2022 when energy and other prices spiked following the invasion of Ukraine (e.g. Avalos and Huang 2022). Finally, the procyclicality of NBFI shows up in the reduced access to external financing domestically, but also in cross-border financing, during stress periods (e.g. Fleckenstein et al. 2020, Chari 2023).

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Especially following bouts of stress leading to large-scale central bank interventions, policy work has increasingly focused on NBFI. Areas addressed or covered in policy proposals include MMF resilience; liquidity management in OEF; margining practices; the liquidity, structure, and resilience of core bond markets; and US dollar funding and related external vulnerabilities for emerging market economies. Additionally, the role of central banks in responding to market dysfunction has been analysed. Progress with these reforms and policy proposals is summarised in FSB (2023a). While policymakers have been active, the paper points out the many outstanding issues and suggests further analytical work.

One last challenge is data. While many parts of the NBFI sector, at least as covered here, are very transparent, in many ways more so than banks, there are large data gaps which hurt market discipline and supervisory effectiveness. At the same time, analysis of the UK September 2022 event (Pinter 2023) showed that by matching various price and quantity data, it could have been anticipated. Nevertheless, steps can be taken to enhance the disclosure and availability of data and address remaining data gaps.

References

Acharya, V, N Cetorelli and B Tuckman (2024), “Transformation of activities and risks between bank and non-bank financial intermediaries”, VoxEU.org, 29 April.

Aldasoro, I, S Doerr and H Zhou (2024), “Non-bank lending during crises”, CEPR Discussion Paper 18989.

Avalos, F and W Huang (2022), “Commodity markets: shocks and spillovers”, Bank for International Settlements Quarterly Review, September: 15–29.

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Aramonte, S, A Schrimpf and H S Shin (2023), “Non-bank financial intermediaries and financial stability”, in R S Gürkaynak and J H Wright (eds), Research Handbook of Financial Markets, Edward Elgar Publishing.

Chari, A (2023), “Global risk, non-bank financial intermediation, and emerging market vulnerabilities”, Annual Review of Economics 15: 549–72.

Claessens, S (2024), “Non-Bank Financial Intermediation: Stock Take of Research, Policy and Data”, CEPR Discussion Paper No. 18945.

Claessens, S and U Lewrick (2021), “Open-ended bond funds: systemic risks and policy implications”, Bank for International Settlements Quarterly Review, December: 37–51.

Fleckenstein, Q, M Gopal, G Gutierrez and S Hillenbrand (2020), “Nonbank lending and credit cyclicality”, Harvard Business School Working Paper.

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FSB – Financial Stability Board (2020), Holistic review of the March market turmoil.

FSB (2023a), Enhancing the resilience of non-bank financial intermediation, Progress Report.

FSB (2023b), Global monitoring report on non-bank financial intermediation 2023.

FSB (2024), FSB Work Programme for 2024.

Forbes, K, C Friedrich and D Reinhardt (2023), “Funding structures and resilience to shocks after a decade of regulatory reform”, VoxEU.org, 29 June.

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Pinter, G (2023), “An anatomy of the 2022 gilt market crisis”, Bank of England Staff Working Paper 1019.

Schrimpf, A, H S Shin and V Sushko (2020), “Leverage and margin spirals in fixed income markets during the Covid-19 crisis”,  Bank for International Settlements Bulletin 2. https://www.bis.org/publ/bisbull02.pdf

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If you teach your kids just one financial lesson, it should be this

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If you teach your kids just one financial lesson, it should be this
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The power of saving and investing early cannot be overstated. It’s the most powerful financial action a young person can take.

Getting your children on this bandwagon early is the most valuable piece of financial advice you can give them. And you don’t need to be a financial whiz to do so.

Your teenager is not going to dedicate any thought whatsoever to saving for retirement. And they shouldn’t – that’s a bit ridiculous considering they haven’t even started their first full-time job.

Let’s get real: Young people have a lot of things they need to save up for, including college or university education, a first car, funds to move out of their parent’s house, or a down payment on a house or condo. These are important things to save for – it’s how we grow and advance in our lives.

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But saving for long-term goals – whether you want to call it retirement or just “later in life” money – should always be there alongside these other objectives, because for most people, starting early is what makes it possible to save enough.

Charting Retirement: Your retirement savings target is probably lower than you think

Many of my clients tell me that they wish they had started saving earlier in life. Most of them had never been told about the incredible power of time and compounding.

I was lucky because my first job was with a bank, where I was encouraged to get customers to sign up for an automatic purchase plan into mutual funds. I had one, too, and also had a group RRSP and a stock purchase plan. My savings came off my paycheque. Thirty years later those savings are still growing.

Saving for retirement is the biggest, most overwhelming savings goal there is, but for many people, it is achievable with good saving habits. While it is impossible to come up with a definitive number for how much your children will need to save for retirement because there are so many factors that go into this calculation, it’s fair to say that the number is at least a $1.5-million – and this is a lowball estimate.

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Let’s look at the example of $1.5-million – the concept is the same regardless of what the end goal is. There are many ways to get there. One way is to start small, putting away $50 a month from ages 16 to 22, then increasing it to $300 a month from ages 23 to 30, and $700 from age 31 to 64.

On the other hand, if you wait until age 40 to start saving, you will need to put away $2,200 a month until age 64. This means the late starter has to put away more than the early saver – much more.

The early saver only needs to put in about $320,000, while the late starter has to contribute $634,000, a difference of $314,000. That’s a lot of extra dollars you could be spending on something else.

(For our example, the $1.5-million figure is calculated assuming an average annual return of 7 per cent and that investment income is not taxed over this period.)

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To make it tangible, have your teenager play around with an online savings growth calculator, or they can ask AI to do the math for them by giving specific instructions about different savings amounts at different ages. Seeing how money grows over long time periods pictured on a graph is truly inspiring.

As soon as your teenager hits the age of majority in your province – which is 18 or 19 – have them open a tax-free savings account (TFSA) and put their accumulated savings in there. When they start working full-time, a registered retirement savings plan (RRSP) comes into play. And they should always take advantage of any employer savings plans that offer a matching component.

Starting early with saving isn’t just about the power of time and compounding. It has other benefits too. Saving feels good. Knowing you have money set aside creates a sense of being financially responsible. And that inspires more of that kind of feel-good behaviour. In my experience as a financial planner, people who are good savers also tend to be more in control of their spending, and have no outstanding credit card debt. It’s a positive reinforcement loop.

Be the person who tells your kids about the power of time and compounding. Thirty years from now, they’ll thank you.


Anita Bruinsma is a Toronto-based certified financial planner and a parent of two teenage boys. You can find her at Clarity Personal Finance.

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Delphi Doubles Down on Ellington Financial Stake with $8.7 Million Buy | The Motley Fool

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Delphi Doubles Down on Ellington Financial Stake with .7 Million Buy | The Motley Fool

What happened

According to a May 13, 2026, SEC filing, Delphi Financial Group increased its stake in Ellington Financial (EFC 0.97%) by 686,639 shares during the first quarter. The estimated transaction value, calculated using the quarter’s average closing price, was $8.73 million. The value of the position rose by $6.89 million quarter over quarter, reflecting both additional shares and changes in the stock price.

What else to know

  • After the buy, Ellington Financial represents 7.53% of Delphi Financial Group’s 13F reportable AUM.
  • Top holdings after the filing:
    • NYSEMKT: JAAA: $32.57 million (14.7% of AUM)
    • NYSEMKT: ASHR: $19.27 million (8.7% of AUM)
    • NYSEMKT: FXI: $17.10 million (7.7% of AUM)
    • NYSE: TSM: $16.16 million (7.3% of AUM)
    • NYSE: EFC: $16.69 million (7.5% of AUM)
  • As of May 15, 2026, Ellington Financial shares were priced at $13.33, up 0.38% over the past year, lagging the S&P 500 by 24.83 percentage points.

Company Overview

Metric Value
Price (as of market close May 15, 2026) $13.33
Market capitalization $1.7 billion
Revenue (TTM) $306.51 million
Net income (TTM) $146.87 million

Company snapshot

  • Offers a diversified portfolio of mortgage-backed securities, residential and commercial mortgage loans, asset-backed securities, corporate debt and equity, and consumer loans.
  • Generates revenue from managing and acquiring a range of financial assets across mortgage, consumer, and corporate markets.
  • Serves a broad range of counterparties seeking exposure to mortgage-related and structured finance assets in the United States.

Ellington Financial is a real estate investment trust specializing in mortgage and consumer credit assets, focused on generating stable income through diversified investment strategies. The company leverages deep expertise in structured finance and credit markets to manage risk and capitalize on opportunities across various asset classes.

What this transaction means for investors

Delphi Financial Group recently acquired a significant additional stake in Ellington Financial. The company was already one of its largest holdings, but this move raises it from a No. 7 to No. 6 spot, indicating that it already thought highly of Ellington’s prospects and continues to do so.

One likely reason is Ellington’s record earnings in the first quarter of 2026. This indicates that business fundamentals are strong, and obviously, this is an important factor in any investor’s decision. It’s also been a consistent dividend payer, reliably issuing monthly dividends since 2010. This reliable cash flow is another reason Delphi might find Ellington attractive.

Earlier this year, Ellington issued common stock to redeem its Series A preferred shares, which carried interest costs above 9%. Replacing that expensive preferred equity with common shares reduced financing costs and benefited common shareholders, including Delphi.

For individual investors, Delphi’s increased stake implies a vote of confidence, which is reassuring. But all investments have inherent risk, and Ellington is no different. Financial entities like this company are affected by changes in interest rates, inflation, recessions, and other economic indicators. Investors need to consider these risks along with the positive signals before making an investment decision.

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Pamela Kock has no position in any of the stocks mentioned. The Motley Fool has positions in and recommends Taiwan Semiconductor Manufacturing. The Motley Fool has a disclosure policy.

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 Fort Worth Housing Finance Corp. looks for new revenue for affordable housing

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 Fort Worth Housing Finance Corp. looks for new revenue for affordable housing

by Scott Nishimura, Fort Worth Report
May 16, 2026

The Fort Worth Housing Finance Corp. continues to look for new ways to generate revenue.

Kacey Thomas, Fort Worth’s neighborhood services director, addressed concerns about the entity’s balance sheet at its April 28 meeting.

“While we’ve been able to invest in a number of housing developments over the past few years, part of the conundrum with that is that our fund balance has dipped down,” Thomas said, referring to the difference between revenue and expenditures.

The Housing Finance Corp. — created in 1979 to help the city acquire land and develop, finance and build safe affordable housing — conducted a benchmark study comparing it to other Texas cities and identified potential sources of additional revenue.

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The city of Arlington was the smallest peer considered. The cities of Houston and Dallas are the only two cities that don’t have city staff involved in management of their corporations.

The study found that Houston’s housing finance corporation had the largest revenue stream, with $6.2 million. Dallas followed at $4.2 million and Austin at $3.8 million. The city of Fort Worth had $2.3 million in revenue.

Houston and Dallas both issue bonds to generate revenue. While Fort Worth does not issue bonds, it shares other characteristics with the two cities, including making money from interest on loans and investments.

“And then for the Fort Worth Housing Finance Corp., our biggest drive really has been project cash flow,” Thomas said.

The Housing Finance Corp. participated in several partnerships that have forgivable loans or loans that don’t carry interest. Such arrangements helped make projects viable, but they mean no revenue comes back.

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The corporation recently shifted practices, Thomas said.

“We have had a few loans that we are charging interest and they are not forgivable,” Thomas said. “This does represent a consistent cash flow back to the HFC.” An example she provided was a $1.75 million loan at 4% would equate to roughly $70,000 per year in revenue.

For the Housing Finance Corp., another potential revenue stream is selling lots it owns. The organization owns 140 lots, with seven obligated for sale to a community land trust.

Between those obligated lots and potential sale of another lot to a healthcare provider, the Housing Finance Corp. will receive nearly $1 million in revenue, Thomas said. They would use this revenue to reinvest in other lots that it could sell later.

Other potential revenue streams would be via partnerships, fees and assignment of tax rebates instead of property owners. The intention this summer is to iron out details on lending money for development and partnerships, Thomas said.

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Patrick Banis is a member of the Fort Worth Report’s Documenterscrew. If you believe anything in this account is inaccurate, please email us at news@fortworthreport.orgwith “Correction Request” in the subject line.

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