discuss and explain (10-15 marks) Flashcards

1
Q

Discuss the main differences between commercial and investment banks’ financial statements. (Max 10 lines expected)

A

Commercial banks’ balance sheets typically show a larger portion of loans and deposits, representing their core business of taking deposits and lending money. Their income statements often reflect interest income and expenses as significant components.

On the other hand, investment banks, which primarily engage in trading, underwriting, and advisory services, typically show a greater balance of trading assets and securities. Their income statements often include significant revenue from fees, commissions, and trading gains.

Thus, while both types of banks record assets, liabilities, and equity on their balance sheets, the composition and proportion of these entries vary significantly, reflecting the variance in their operational activities and income sources

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2
Q

Discuss the main limitations of bank financial ratios. (Max 10 lines expected)

A

Bank financial ratios, although useful, have their limitations.

One key issue is comparability. Differences in accounting standards, regulations, and bank practices across regions can lead to inconsistencies, making comparisons unreliable.

Additionally, financial ratios are based on historical data and thus may not be indicative of future performance, particularly in rapidly changing economic environments.

They also often fail to fully capture the risk profile of a bank, especially off-balance sheet activities, which can be substantial for some banks.

Lastly, financial ratios do not consider qualitative factors like quality of management, customer service, and technological innovation, which can significantly impact a bank’s performance.

Therefore, while financial ratios can provide valuable insights, they should be used alongside other analysis tools and not relied upon solely in assessing a bank’s financial health or performance.

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3
Q

Explain the impact of recent interest rate increases on banks’ profitability (max 10 lines expected)

A

Interest rate hikes can potentially enhance banks’ profitability. Net interest income, a primary revenue source for banks, is influenced by the interest rate differential between their lending and deposit rates.

Higher rates can widen this spread, leading to greater net interest income.

However, higher rates also mean increased cost of funds, impacting banks’ net interest margins if lending rates can’t be raised proportionally.

This can restrict profit margins, particularly in competitive markets where raising loan rates might lead to loss of business.

Moreover, increased rates can lead to higher default rates, as borrowers struggle with pricier loan repayments, potentially increasing banks’ credit risk and provisioning costs.

Therefore, the impact of interest rate hikes on profitability is multifaceted – potentially beneficial, but also fraught with challenges, highlighting the need for sound interest rate risk management in banks.

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4
Q

Discuss the moral hazard problem posed by too-big-to-fail banks.

A

Too-big-to-fail (TBTF) banks pose a moral hazard due to the perceived government guarantee against bank failure.

This belief can lead bank managers to take on excessive risk, knowing the potential losses will be shouldered by taxpayers, not by the bank.

Additionally, this implicit guarantee can create an uneven competitive field, where TBTF banks, protected against failure, enjoy lower borrowing costs compared to smaller institutions.

This further incentivizes risk-taking and proves detrimental to market competition.

Government bailouts reinforce the notion that TBTF entities will be rescued, encouraging them towards riskier ventures.

The 2008 financial crisis illustrated the adverse effects of such incentives, with risky lending and speculative trading practices causing significant economic downturns.

To mitigate moral hazard, strategies such as stringent oversight, stricter capital requirements, and safe bank failure strategies become essential, balancing the need to prevent systemic failure while discouraging reckless risk-taking

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5
Q

Explain the logic behind the credit multiplier and the main limitations of the model. (Max 10 lines)

A

The credit multiplier refers to the mechanism by which deposits can expand to create an increase in the total money supply greater than the original deposit.

This occurs because banks typically only retain a fraction of deposits as reserves and lend out the remainder.

This loaned money eventually becomes a deposit in another bank, which is then partly loaned out again, continuing the process and expanding the money supply.

However, the model presumes all loaned money is re-deposited and loaned out again, which isn’t always realistic.

Additionally, it assumes that banks lend out all excess reserves, but banks’ lending decisions are influenced by various factors including risk appetite and creditworthiness of borrowers.

Furthermore, during times of economic uncertainty, banks may be stricter with lending, limiting the model’s applicability.

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6
Q

Discuss how financial intermediaries reduce transaction costs and information asymmetry problems. (Max 10 lines)

A

By aggregating funds from many savers and lending to many borrowers, intermediaries exploit economies of scale.

thereby reducing transaction costs for individual savers and borrowers who would otherwise have to negotiate and manage these relationships themselves.

Regarding information asymmetry, banks conduct credit assessments and continuous monitoring of borrowers, which individual savers would find costly and time-consuming.

However, financial intermediaries have the expertise to evaluate credit risks, thus reducing the problem of adverse selection before the loan agreement and moral hazard after the agreement, creating a more efficient allocation of resources in the financial system.

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7
Q

Define universal banking. Discuss the advantages and disadvantages of a universal banking model. How has the 2007-2008 financial crisis exposed the weaknesses of the universal bank business model? (Max 10 lines expected)

A

Universal banking refers to a banking system where institutions provide a variety of financial services ranging from retail banking, and commercial banking to investment banking.

Examples include banks such as JP Morgan Chase

Advantages include diversification of revenue sources, risk reduction, and customer convenience by serving all financial needs under one roof.

However, drawbacks include high systemic risk due to interconnectedness, management complexities from running varied businesses, and moral hazard issues stemming from the ‘too-big-to-fail’ syndrome.

The 2007-2008 financial crisis underlined these shortcomings, with some universal banks’ high-risk activities leading to huge losses, demonstrating the systemic risk associated with the business model and the need for improved risk management and regulatory oversight.

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8
Q

Explain co-operative banks (15 lines)

A

Co-operative banks are small financial institutions that offer lending facilities to small businesses in both urban and non-urban regions.
Like savings banks, have mutual ownership and offer retail and small business banking services, with a “local” strategic focus.
Their advantage is their resilience in crises due to their focus on long-term customer relationships and local knowledge.

However, their limited scale can present challenges in competing with larger commercial banks and in adapting to technological innovations.
They are an important part of the financial sector in Germany, Austria, Italy, France, Netherlands, Spain, and Finland.
In the last decade, a strong consolidation has created very large cooperative banks, also listed on the stock exchange (i.e., The Co-operative Bank (UK)).

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9
Q

Explain the two prohibitions of Islamic banking gharar and maysir and explain the mortgages in Islamic banking

A

Gharar means to unknowingly expose oneself or one’s property to risk. It refers to acts or conditions in contracts, the full implications of which are not fully understood by the parties.
This is very similar to the concept of “asymmetric information”.

maysir means gambling, Islam prohibits all kinds of gambling and games of chance.
Prohibition against forbidden (haram) activities: Islamic banks may finance only permissible (halal) activities.
In an Islamic mortgage, The bank and the customer jointly purchase the house. The ownership of the house is split between the bank and the customer.
It is agreed that the customer will purchase the bank’s share in the house gradually, thus making him the sole owner of the house after a specific period.
During this period the customer pays a rent to the bank.

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10
Q

Explain the concept of consumption of soothing (10 lines max)

A

This is an economic concept related to individuals trying to ensure a stable path of consumption.

The idea is that people prefer to maintain a stable level of consumption over time rather than experiencing significant fluctuations.

So, they save in times of high income, which they can then use in times of low income to balance things out.

An example of this might be a student who takes out loans to pay for education (thus, maintaining their consumption level), then repays those loans during their working years

From a financial perspective, this theory is the cornerstone of personal savings, borrowing, retirement planning and insurance decisions,

However, it requires access to credit and financial planning skills, which may not be available to all, influencing the effectiveness of consumption smoothing in practice.

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11
Q

Explain the transformation functions of banks (10 marks)

A

The brokerage function is when financial intermediaries match transactors and provide transactions and other services. As a result, they reduce transaction costs and remove information costs.
The asset transformation function is when financial institutions issue claims that are far more attractive to savers (in terms of lower monitoring costs, lower liquidity costs and lower price risk) than the claims issued directly by corporations.
However, these roles expose banks to various risks, including liquidity and credit risks.

Therefore, robust regulatory frameworks and risk management practices are essential to mitigate these risks

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12
Q

Explain the two main risk management strategies (10 marks)

A

There are two broad risk management strategies open to a financial institution.

Risk decomposition- identify risks one by one and handle each of them separately

Risk aggregation - reduce risks by being well-diversified.

Example for decomposition:

For example, the market risks incurred by the trading room of a UK bank.

The risks depend on the future movements in a multitude of market variables (exchange rates, interest rates, stock prices, and so on).

To implement the risk decomposition approach, the trading room is organized so that a trader is responsible for trades related to just one market variable or a small group of market variables.

Example for aggregation:

At the end of each day, the trader is required to ensure that certain risk measures are kept within limits specified by the bank (i.e., Value at Risk).

The risk managers will thus implement the risk aggregation approach for the market risk being taken by all the traders.

This involves calculating at the end of each day the total risk faced by the bank from movements in all market variables.

Credit risk is traditionally managed using risk aggregation.

Risk mitigation techniques include Guarantees, Derivatives and Insurance policies.

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13
Q

Explain the significance of financial ratios in analysing a bank’s performance (10 marks)

A

Financial Ratios are used both internally and externally to assess bank performance and can be used to identify early warning signals.

Financial ratios analysis investigates areas such as:

Profitability Ratios (e.g., Return on Assets or Net Interest Margin) provide insights about a bank’s ability to generate earnings relative to its assets, equity, and operational expenses.

Liquidity Ratios (e.g., Loan-to-Deposit Ratio) gauge a bank’s capacity to fulfill its short-term obligations, reflecting its ability to withstand liquidity crises.

Solvency Ratios (e.g., Capital Adequacy Ratio) measure a bank’s ability to meet all its liabilities and withstand losses, offering insights into its long-term stability.

Efficiency Ratios (e.g., Cost-to-Income Ratio) evaluate how efficiently a bank operates.

Lower ratios suggest higher operational efficiency.

However, it’s crucial to compare these ratios within the industry for meaningful insights, considering the different business models, regulatory environments, and macroeconomic factors banks operate in.

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14
Q

Explain bank runs and what regulations can be made to avoid them

A

A bank run occurs when many customers simultaneously withdraw their deposits due to fears that the bank might become insolvent.

As banks typically hold only a fraction of deposits as cash reserves and lend out the rest, they may be unable to fulfil all withdrawal requests immediately, escalating the situation.

Reports that a bank has become insolvent can spread fear that it will run out of cash and close its doors.

Examples include the Lehman Brothers failure.

Regulations to prevent bank runs include:

Deposit Insurance: By guaranteeing deposits up to a certain amount, deposit insurance assuages depositor fears about losing their money, even if a bank fails.

Capital Requirements: By maintaining a certain level of capital, banks have a buffer to absorb losses, reducing the risk of insolvency and boosting customers’ confidence.

Liquidity Requirements: Requiring banks to hold a certain level of high-quality liquid assets ensures they have enough cash to meet short-term obligations.

also, Macro-prudential regulation can help minimise the risk of bank runs.

It is Systemic regulation concerns mainly with the safety and soundness of the (whole) financial system.

While these measures can reduce the possibility of bank runs, the risk can’t be completely eliminated, highlighting the importance of robust risk management practices in banking.

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15
Q

Discuss the rationale for a regulation for pension funds.

A

Regulation of pension funds is essential for several reasons.
Primarily, it seeks to safeguard beneficiaries’ interests, given that pension funds manage retirement savings of individuals - mismanagement, fraud, or insolvency could lead to significant losses for retirees.

Regulations ensure prudent asset management, and risk control measures, and set out fiduciary duties for fund managers.

They also mandate transparency and regular disclosure, enabling beneficiaries to monitor fund performance.

Another critical aspect is solvency and funding regulations, ensuring pension funds maintain adequate assets against their pension liabilities.

Given pension funds’ sizeable share in the financial market, their practices can have systemic implications, making regulatory oversight important for maintaining overall financial stability.

Hence, the regulation of pension funds strikes a balance between risk control and operational flexibility, ultimately aiming to secure retirees’ financial well-being.

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16
Q

Describe the three types of regulations in banking: Macro-prudential regulation, micro-prudential regulation, and Conduct-of-business regulation. Provide examples of each type of regulation and explain their significance.

A

Macro-prudential regulation is Systemic regulation concerned mainly with the safety and soundness of the (whole) financial system.

The aims of this regulation are:
* to minimize the risk of bank runs.
* to make intermediaries bear, or internalize, the costs that their behaviour imposes on others to create incentives to limit the systemic risks they create.

Micro-prudential regulation focuses on the stability of individual banking institutions and the protection of their customers rather than the economy as a whole.

Micro-prudential regulation concerns with:
* asset quality (NPL)
* capital adequacy (minimum capital requirements) Bank Capital regulation is a type of micro-prudential policy.

Conduct of business regulation focuses on how financial firms conduct business with their customers.

It focuses on mandatory information disclosure, the honesty and integrity of firms and their employees, the level of competence of firms supplying financial services and products, fair business practices, the way financial products are marketed, etc.

17
Q

Discuss the rationale for a risk-based regulation for insurance companies.

A

Risk-based regulation for insurance companies is imperative due to the inherent complexities and uncertainties within the industry.

By employing sophisticated risk assessment methodologies, regulators can ensure that capital requirements are commensurate with the level of risk assumed by insurers.

This approach promotes financial stability by mitigating the potential for adverse events to disrupt the solvency of insurers and undermine market confidence.

Furthermore, risk-based regulation facilitates a better understanding of insurers’ risk profiles, enabling regulators to tailor regulatory interventions to address specific vulnerabilities and systemic risks.

This alignment of regulation with risk incentivizes insurers to adopt robust risk management practices, enhancing their resilience to market shocks and adverse scenarios.

Ultimately, risk-based regulation fosters a sound and resilient insurance sector, which is essential for safeguarding policyholder interests and maintaining the overall stability of the financial system

18
Q

What is the rationale for the existence of Mutual funds?

A

The rationale for the existence of mutual funds lies in their ability to offer individual investors access to a diversified portfolio of securities, professional management, and economies of scale.

Mutual funds pool money from multiple investors to invest in a diversified range of assets such as stocks, bonds, and other securities, which may be difficult or costly for individual investors to access on their own.

This pooling of funds allows investors to benefit from professional management and expertise, as mutual fund managers make investment decisions on behalf of the fund based on their research and analysis.

Additionally, mutual funds provide economies of scale by spreading transaction costs and administrative expenses across a large number of investors, making investing more cost-effective compared to individual stock or bond purchases.

19
Q

What is the rationale for the existence of Hedge funds? (10 marks)

A

The rationale for the existence of hedge funds stems from their aim to generate positive returns regardless of market conditions, often by employing sophisticated investment strategies that may not be available to traditional investment funds.

Hedge funds typically target absolute returns rather than relative returns, meaning they aim to achieve positive returns regardless of whether the overall market is rising or falling.

This flexibility allows hedge fund managers to use a wide range of investment techniques, including leveraging, short selling, derivatives, and alternative assets, to pursue alpha generation and manage risk effectively.

Additionally, hedge funds often target high-net-worth individuals and institutional investors who are seeking diversification, higher returns, and alternative investment opportunities beyond traditional asset classes.

Overall, the rationale for hedge funds lies in their ability to provide investors with access to specialized investment strategies, potential for alpha generation, and diversification benefits that may not be available through conventional investment vehicles.

20
Q

Discuss the importance of having bank reserves (10 marks)

A

Bank reserves are essential for several key reasons:

Regulatory Compliance

Central banks set reserve requirements to ensure banks hold enough reserves to meet liabilities, serving as a buffer against potential bank runs.

Liquidity Management

Reserves allow banks to meet sudden withdrawal demands from depositors, promoting confidence in the banking system’s ability to provide liquidity when needed.

There are also external reasons such as monetary policy control.

However, to keep liquidity is costly.

Banks should calculate the opportunity cost of the amount kept as liquid assets as they are typically no-earning or low-yielding assets.

Banks should also consider the costs associated with deposit outflows, for which liquidity reserves can be an insurance.

Normally, there are two types of reserves: Required reserves And Excess reserves.

If the excess reserves are not able to meet large deposit outflows, banks will have to change other parts of the balance sheet in a coordinated manner with the ALM process.

21
Q

Describe the monetary policy and when can the unconventional monetary policy be used.

A

Monetary policy is a form of macroeconomic policy concerned with the actions taken by the central banks to influence the availability and cost of money and credit

This is done by controlling some measure (or measures) of the money supply and/or the level of interest rates.

By changing the supply of money (or liquidity) available in the economy, monetary policy can influence interest rates, inflation and credit availability and reach the following objectives:

  • High employment
  • Price stability
  • Stable economic growth
  • Interest rate stability
  • Financial market stability
  • Stability in the foreign exchange market

Monetary policy tools used to affect the operational targets are:

  • Open market operations (OMOs)
  • Discount window
  • Reserve requirements

These are indirect tools meant to influence the behaviour of financial institutions via changes in the central bank’s balance sheet (i.e., reserves).

If a central bank reaches the “zero-bound” or near-zero rates, it is difficult to cut policy rates any further, then unconventional monetary policy may be used to provide economic stimulus and limit inflationary forces.

Quantitative easing can be defined as an unconventional monetary stimulus designed to
inject money directly into the economy to counterbalance a sharp fall in aggregate demand.

QE has never been implemented before and is considered a temporary policy.

22
Q

Explain the concept of OBS (Off-Balance Sheet) activities in banking and how they contribute to fee income without directly impacting the balance sheet

A

Off-balance sheet (OBS) activities involve transactions not directly reflected on a bank’s balance sheet but generate fee income.

Activities include derivatives trading, where banks earn commissions facilitating trades for swaps, futures, and options, without owning the underlying assets.

OBS activities also encompass advisory services, from M&A advising to asset management.

Another crucial area is securitization, where banks bundle loans and sell them as securities, shifting risk off the balance sheet while earning origination and servicing fees.

OBS activities represent a significant income source, diversifying banks’ revenue while leveraging their financial expertise.

However, they can also bring additional risks like credit, market, and operational risks.

Therefore, appropriate risk management and regulatory oversight are crucial

23
Q

Describe investment banking and why the Investment banks are more affected by the crises, and globally blamed for it. (10 marks, 10 lines)

A

Investment banking involves services such as underwriting of securities, acting as an intermediary between issuers of securities and the investing public, mergers and acquisitions advisory, and facilitating corporate restructuring.

Unlike retail banks, investment banks engage in complex and high-risk financial transactions, often with significant leverage.

During the 2007-2008 crisis, the high-risk nature of investment banking activities became starkly exposed.

Many investment banks had significant exposure to subprime mortgages and mortgage-backed securities, whose values plummeted during the crisis.

Further, their high leverage and reliance on short-term financing magnified losses, leading to liquidity and solvency concerns.

Globally, investment banks faced criticism for their role in the creation and distribution of complex financial products linked to these mortgages, and their risk management practices came under scrutiny, underscoring the need for improved regulation and oversight of investment banking activities

24
Q

What advantages do finance companies offer over commercial banks for business customers and consumers? (10 marks)

A

Finance companies often provide services that fill gaps left by commercial banks, offering certain advantages for business customers and consumers.

First, they typically specialize in certain sectors or types of financing like equipment leasing, auto loans, or consumer financing, offering tailored solutions that commercial banks might not provide.

Second, finance companies often act as an alternative source of credit for borrowers with less-than-perfect credit histories, as they are generally more willing to take on higher-risk loans.

Third, they provide competitive rates and terms for specific types of loans, such as auto loans, attracting borrowers who might otherwise go to a commercial bank.

Fourth, finance companies often have more streamlined loan approval processes compared to banks, which can be beneficial for businesses needing quick financing.

However, since finance companies take on higher credit risks, they often charge higher interest rates, necessitating careful borrowing decisions.

25
Q

explain the difference in terms of risk between DB and DC pension plans? (10 marks)

A

Defined Benefit (DB) and Defined Contribution (DC) pension plans carry different risk profiles.

Defined benefit pension funds are retirement plans in which an employer promises to pay employees a specific monthly amount during retirement (راتب تقاعدي).

This benefit may also include a cost-of-living increase each year during retirement.

The monthly benefit amount is based on the participant’s wages and length of services shifting the investment and longevity risks to the employer and not the employee.

In contrast, a DC plan is A pension plan under which an employee pays certain contributions during employment, but with no guaranteed retirement benefit
This is because the eventual retirement benefits are based on the accumulated contributions and the investment performance of those contributions over time

The final retirement benefit depends on investment performance, shifting the investment risk to the employee.
longevity risk is with the employee in a DC plan, meaning if an employee outlives her savings, she will face a retirement income shortfall.

Thus, DC plans present more risk for employees

26
Q

Define “bank fragility” and discuss why banks are considered more prone to trouble compared to other firms, especially during times of financial stress like bank runs. (10 marks and 10 lines max)

A

Bank fragility refers to a bank’s susceptibility to instability due to internal factors like poor asset quality or external shocks like financial crises.

Banks are considered more fragile compared to other firms primarily due to their business model, which embraces two significant risks.

First is liquidity risk, arising from “maturity transformation” where banks use short-term deposits to fund long-term loans.

If many depositors demand their money simultaneously (a bank run), a bank can struggle to liquidate assets promptly to meet these withdrawals.

Second is leverage risk; banks operate with high levels of debt relative to equity, meaning small declines in asset values can significantly impact a bank’s solvency.

During financial stress, these risks can amplify, as depositors panic and asset prices drop, potentiating bank runs and insolvency, thereby exacerbating the overall financial system’s instability.

27
Q

What information would be required to compute the risk-asset ratio under Basel I? (10 marks, 12 lines max)

A

Basel regulation is risk-based micro-prudential regulation focusing on capital adequacy. Calculating the risk-asset ratio, also known as the Capital Adequacy Ratio (CAR), under Basel I requires certain key pieces of information:

Tier 1 Capital: The bank’s core capital, which includes ordinary share capital, retained earnings, and disclosed reserves.

Tier 2 Capital: Supplementary capital, inclusive of undisclosed reserves, subordinated term debts, general loan-loss reserves, and hybrid capital instruments.

Risk-Weighted Assets (RWA): This accounts for the riskiness of each asset class. Each asset and off-balance-sheet exposure is assigned a risk weight (0%, 20%, 50%, or 100% under Basel I), largely based on credit risk.

The CAR is calculated as (Tier 1 Capital + Tier 2 Capital) / RWA.

This ratio shows a bank’s ability to absorb potential losses, indicating its financial strength from a regulatory perspective.

Regular monitoring of the ratio is essential in assessing and maintaining the bank’s financial stability. Proper computation of the Risk-Asset ratio necessitates accurate and comprehensive accounting and risk assessment practices in the bank.

28
Q

Discuss the role that institutional investors play in the financial system. (12 marks, 12 lines max)

A

Institutional investors, including pension funds, insurance companies, and mutual funds, play pivotal roles in the financial system.

Their sizable asset bases allow them to leverage economies of scale, reducing transaction costs and providing access to diversified and often sophisticated investment portfolios, fostering efficient allocation of resources.

These investors channel significant amounts of savings to investments, promoting capital formation and economic growth.

They also actively participate in corporate governance, influencing business strategies to maximize long-term shareholder value.

In addition, institutional investors contribute to market liquidity, aiding efficient price discovery and lower transaction costs in capital markets.

Their insistence on transparent and robust information disclosure from investee companies can lead to enhanced corporate reporting practices.

However, their size and interconnectedness can pose systemic risks, underlining the importance of robust regulation and risk management

29
Q

Explain the main features of the different types of banks that offer personal (retail) banking services. (Max 10 lines expected)

A

In the realm of personal (retail) banking services, various types of banks offer distinct features:

Commercial Banks: These institutions offer comprehensive financial services, including checking and savings accounts, loans, and credit card services. They cater to both individual and corporate customers.

Savings Banks: Specialize in accepting savings deposits and providing mortgages. The focus is more on individual customers as opposed to corporate entities.

Credit Unions: Structured as non-profit and member-owned cooperatives, their focus is to provide benefits, typically in the form of lower fees and higher savings rates, to their members.

Additionally, the private banking segment of investment banks primarily caters to high-net-worth individuals, usually providing a tailored suite of services beyond typical retail banking.

they typically come with personalized management, wealth advisory, and access to more investment products like hedge funds, private equity, and structured products.

However, these services are not the same as typical retail banking services available to the general public. Private banking services are more personalized and extensive, catering to the sophisticated needs of wealthier clients.

30
Q

What are Non-bank Financial Institutions (NBFIs) and explain their roles and functions? (12 lines max, 12 marks)

A

Non-Bank Financial Institutions (NBFIs) are entities that offer a variety of financial services and play pivotal roles in the finance ecosystem.

They provide credit, especially to underserved segments, and serve as financial intermediaries, channelling funds from savers to borrowers to optimize resource allocation.

NBFIs also oversee asset management through platforms like mutual funds, pension funds, and insurance companies, bolstering portfolio diversification.

They manage risk through insurance services and derivative offerings, helping individuals and corporations mitigate financial uncertainties.

Often, NBFIs lead the way in financial innovations, introducing concepts like P2P lending, crowdfunding, and robo-advisory, strengthening financial system inclusivity and resilience.

The Great Financial Crisis and then the pandemic have highlighted how certain NBFI entities or activities create vulnerabilities that can amplify shocks, both directly and through their linkages with other parts of the financial system.

The relative size of NBFI in emerging market economies (EMEs) has increased at a faster pace than in advanced economies (AEs), While they contribute to financial system diversity and resilience, certain NBFI activities can create systemic risks and amplify shocks in times of crisis.