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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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MUFG Seeks Stake In Indian Finance Company

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MUFG Seeks Stake In Indian Finance Company

Mitsubishi UFJ Financial Group (MUFG), Japan’s largest bank by assets and market cap, is close to buying a 20% minority stake in India’s Shriram Finance Limited (SFL), for an investment of $4.4 billion.

SFL is one of the largest non-banking financial companies (NBFC), with assets under management totalling approximately $31 billion.

The negotiations are ongoing, and the agreement is not yet confirmed. The price and stake size could change, the agreement may be delayed, or even fall apart in the coming days.

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Shriram’s shares rose nearly 50% this year on India’s National Stock Exchange and the Bombay Stock Exchange, giving a market value of around $18 billion, marking its fifth straight year of positive returns.

The reasons for the rally were: SFL’s strong fundamentals; the Reserve Bank of India’s easing for NBFCs; India’s rising Gross Domestic Product, which is increasing demand for SFL’s core lending segments; SFL’s final 150% dividend payout; and the proposed agreement with MUFG.

MUFG is not the first bank to propose a stake in an Indian bank. Sumitomo Mitsui Financial Group (SMFG), Japan’s second-largest bank, acquired a 20% stake in Yes Bank for $1.6 billion in May 2025, via secondary purchases from the State Bank of India and other banks. SMFG later became the single largest shareholder, acquiring a 24.2% stake in Yes Bank. It has already deployed almost $5 billion and is seeking to expand lending operations and increase employee strength.

Yet another Japanese financial group, Mizuho Securities, a unit of Mizuho Financial Group, is set to acquire a majority stake in Indian investment bank Avendus from KKR for up to $523 million in December 2025. This move will make Avendus a consolidated subsidiary of the Japanese financial group.

Some of the factors that attracted Japanese investors were India’s economic growth projected to grow at 6.5% in 2026, outpacing Japan’s stagnant domestic market, a 1.4 billion consumer base, low banking penetration, Reserve Bank of India’s robust regulatory reforms, eased foreign investment norms, and strong Japan-India collaboration in infrastructure projects like the Mumbai-Ahmedabad bullet train.

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Since announcing its deal with Shriram, MUFG has reportedly seen increased interest from automakers looking to boost sales through preferential financing. Should the acquisition close, MUFG plans to have staff in Tokyo and Singapore to develop and execute these deals.

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The big retirement question Aussies are asking right now: ‘We see a jump’

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The big retirement question Aussies are asking right now: ‘We see a jump’
HESTA CEO Debby Blakey says there’s no better time than right now to look at your super. (Source: HESTA/Getty)

January is nearly behind us and most Australians are now back into the work grind, with kids returning to school to embark on another year. With things settling back to normal, it’s prompted one big retirement question to come to the minds of many workers.

Google Trends data shows searches for ‘how much do you need to retire’ surge as the school year begins. It’s one of four major spikes, along with around the Easter holidays, end of the financial year and the September school holidays.

Super fund HESTA has reported a surge in Australians using its retirement planning tool at the start of the school year, with activity increasing by more than 40 per cent in late January and early February in 2025.

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“We regularly see a jump in planning activity around this time of year after many members have enjoyed quality time with family and friends over the festive season – be it BBQs by the beach or relaxing by the pool,” HESTA CEO Debby Blakey said.

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“As Australians look ahead to the rest of the year, many ask one simple question: when can I retire?”

Do you have a story to share? Contact tamika.seeto@yahooinc.com

There’s obviously no one-size-fits-all answer to this question.

While there’s no set retirement age in Australia, to be eligible for the Age Pension, you’ll need to be at least 67.

In terms of how much money you need, the Association of Superannuation Funds of Australia’s standard estimates a single would need $595,000 and a couple $690,000 in their superannuation to retire comfortably at the age of 67. This assumes you receive a part age pension and own your home outright.

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If you’re one of the many Aussies dreaming about retirement, Blakey said now was the time to take action.

“The reality is there is no better time than right now to take action on your super and it’s never too late to make a difference to your financial future,” she said.

“There are many small actions people can take to support their journey to a dignified retirement.”

To start with, Blakey said it was important to understand how much super you had, how much your employer was contributing, where your super is invested and how much it’s grown over the long-term.

The super fund’s research found a third of people were only checking their balance once a year or less, while 43 per cent were more likely to check it in times of market turbulence.

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Making extra contributions to your super could also make a huge difference at retirement, whether that’s salary sacrificing or extra contributions.

“Our modelling shows $10 a week extra could amount to tens of thousands of dollars at retirement for someone in their forties and hundreds of thousands for someone just joining the workforce,” Blakey said.

Blakey also recommended checking your insurance coverage and ensuring you had a binding beneficiary nomination in place. Most super funds will offer advice at no extra charge.

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Austin council member Paige Ellis may have violated campaign finance rules again

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Austin council member Paige Ellis may have violated campaign finance rules again

Austin City Council Member Paige Ellis listens to public testimony on Wednesday, Aug. 16, 2023 at City Hall. The District 8 representative, who is running for re-election this year, has previously faced scrutiny for campaign finance practices.

Mikala Compton/Austin American-Statesman

Austin City Council member Paige Ellis has again accepted campaign contributions that appear to exceed city limits, according to recent campaign finance reports, raising questions about compliance with local election law as she seeks a third term representing Southwest Austin.

Under current city rules, candidates for City Council or mayor may not accept more than $450 per contributor per election. The limit applies to individual donors, with exceptions only for the candidate and small-donor political committees.

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Campaign finance reports filed in July 2025 and January 2026 show Ellis accepted nearly $2,500 in contributions that exceeded the $450 individual cap. At least 12 donors gave more than the legal limit, either through single donations above $450 or through multiple contributions across the reporting period that cumulatively exceeded the cap.

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In some cases, donors made two or more contributions during the reporting period that, when combined, pushed their total giving beyond the limit. In other instances, donors appeared to list themselves both individually and jointly with a spouse or partner in ways that resulted in total contributions exceeding what is allowed.

Ellis’ campaign manager, Mykle Tomlinson, said he was aware of the $450 cap for individual contributors. Ellis and Tomlinson both said they believed married couples could contribute up to $900 combined, based on each spouse being allowed to give $450.

“As long as the couple hasn’t given over $900, it’s within the limits,” Ellis said. She added that this interpretation applies even when one spouse gives jointly and then later gives individually, calling it a “working definition” that campaigns have followed for years.

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Read More: Austin City Council members push to ease spending rules before vote

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Ellis said she personally knows the donors and is aware of which contributors are married, even if both spouses’ names are not listed on campaign finance forms.

However, official guidance from both the Texas Ethics Commission and the City of Austin requires contributors to list their full name on campaign finance reports.

“If a finance report listed an amount above $450 with only one name, that would be an issue for the city’s Ethics Review Commission to review,” city spokesperson Jenny LaCoste-Caputo said in a statement Wednesday.

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Central Texas-based ethics attorney Andrew Cates called it “common sense” to list contributions under two names from a married couple to clarify that those donations come from both people, adding that the whole reporting system is in place so there is no confusion about where the money is coming from.

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“If it’s combined, then say it’s combined,” he said. “It’s not that hard.”

City rules state that the candidate is responsible for filing required reports.

Campaign finance violations are reviewed by the city’s Ethics Review Commission. Ellis’ husband, Edward Espinoza, served on the commission from July 2023 through March 2025. He also previously served as Ellis’ campaign treasurer.

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Asked whether Espinoza’s service on the commission posed a conflict of interest, Tomlinson said Ellis recused herself during Espinoza’s appointment by the mayor. He added that the commission often struggled to achieve a quorum during that period and that other council members supported Espinoza’s appointment.

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“It doesn’t seem like anyone thought it was a conflict of interest,” Tomlinson said.

Read More: Austin’s proposed tax hike follows behind-the-scenes budget maneuvering

This is not the first time Ellis has faced scrutiny over campaign finance practices. In 2022, the Ethics Review Commission considered a complaint alleging 56 violations related to her campaign, including accepting contributions above city limits and failing to provide required donor employment information.

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Commissioners dismissed the allegations related to donor information but found that Ellis had accepted excessive contributions. Ellis acknowledged the violations and was sanctioned with a letter of notification. She later issued refunds for the amounts in question.

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In a written statement, Tomlinson said the commission “dismissed the lion’s share of complaints” and found that seven transactions — totaling about $20 — exceeded contribution limits by small amounts. Those funds were refunded and reflected in a subsequent campaign finance report, he said.

Ellis is running for re-election to a third term representing District 8. Because city rules generally limit members to two terms, she will have to collect signatures from at least 5% of eligible voters in her district to appear on the ballot. 

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So far, Ellis has drawn one challenger: Selena Xie, a former Austin EMS Association president, EMS commander and ICU nurse, who announced her candidacy in July. 

Voters will decide the District 8 race in the Nov. 3 election. Council districts 1, 3, 5 and 9 will also be on the ballot this November.

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