What Is Stress Testing?

What Is Stress Testing?


In business, stress testing is a technique used to test the resilience of institutions and investment portfolios against possible future financial situations. The financial industry customarily uses such testing to help gauge investment risk and the adequacy of assets and evaluate internal processes and controls. In recent years, regulators have also required financial institutions to carry out stress tests to ensure their capital holdings and other assets are adequate.

Key Takeaways

  • Stress testing is a computer-simulated technique to analyze how banks and investment portfolios fare in drastic economic scenarios.
  • Stress testing helps gauge investment risk and the adequacy of assets, as well as to help evaluate internal processes and controls.
  • Stress tests can use historical, hypothetical, or simulated scenarios.
  • Regulations require banks to carry out various stress-test scenarios and report on their internal procedures for managing capital and risk.
  • The Federal Reserve requires banks with $100 billion in assets or more to perform a stress test.

Understanding Stress Testing Across Industries

Stress testing is widely used across various industries to test the resilience and reliability of systems, processes, and products. For example, stress testing is employed in the engineering and manufacturing sectors to determine the limits of materials and components. This can include subjecting materials to high levels of pressure, temperature, or mechanical strain to understand their breaking points and ensure they meet safety and performance standards.

Software stress testing involves pushing applications to their limits by simulating high traffic, processing large amounts of data, or running the software for extended periods to identify potential failure points. This type of testing helps developers ensure that applications can handle real-world demands such as high user loads during peak usage times without crashing or slowing down.

In healthcare, stress testing can take on a more literal meaning. Medical stress tests, such as those used in cardiology, involve placing the human body under physical stress to monitor how the heart and other systems respond. This type of testing is used to diagnose diseases. By monitoring the body's response to stress, healthcare providers can make informed decisions about patient care and treatment plans.

Stress Testing In Financial Institutions

Companies that manage assets and investments commonly use stress testing to determine portfolio risk, then set in place any hedging strategies necessary to mitigate against possible losses. Specifically, their portfolio managers use internal proprietary stress-testing programs to evaluate how well the assets they manage might weather certain market occurrences and external events.

Asset and liability matching stress tests are widely used, too, by companies that want to ensure they have the proper internal controls and procedures in place. Retirement and insurance portfolios are also frequently stress-tested to ensure that cash flow, payout levels, and other measures are well aligned.

Regulatory Stress Testing

Following the 2008 financial crisis, regulatory reporting for the financial industry—specifically for banks—was significantly expanded, focusing on stress testing and capital adequacy, mainly due to the 2010 Dodd-Frank Act.

Beginning in 2011, new regulations in the United States required the submission of Comprehensive Capital Analysis and Review (CCAR) documentation by the banking industry. These regulations require banks to report on their internal procedures for managing capital and carry out various stress-test scenarios.

In addition to CCAR reporting, banks in the United States deemed too big to fail by the Financial Stability Board—typically those with more than $50 billion in assets—must provide stress-test reporting on planning for a bankruptcy scenario. In the government’s most recent reporting review of these banks in 2018, 22 international banks and eight based in the United States were designated as too-big-to-fail.

Currently, BASEL III is also in effect for global banks. Much like the U.S. requirements, this international regulation requires documentation of banks’ capital levels and the administration of stress tests for various crisis scenarios.

Stress testing involves running computer simulations to identify hidden vulnerabilities in institutions and investment portfolios to evaluate how well they might weather adverse events and market conditions.

Types of Stress Testing

Stress testing involves running simulations to identify hidden vulnerabilities. The literature about business strategy and?corporate governance?identifies several approaches to these exercises. Among the most popular are stylized scenarios, hypotheticals, and historical scenarios.

Historical Stress Testing

In a historical scenario, the business—or asset class, portfolio, or individual investment—is run through a simulation based on a previous crisis. Examples of historical crises include the?stock market?crash of October 1987, the?Asian crisis of 1997, and the?tech bubble?that burst in 1999-2000.

Hypothetical Stress Testing

A hypothetical stress test is generally more specific, often focusing on how a particular company might weather a particular crisis. For example, a firm in California might stress-test against a hypothetical earthquake or an oil company might do so against the outbreak of war in the Middle East.

Stylized scenarios are a little more scientific in the sense that only one or a few test variables are adjusted at once. For example, the stress test might involve the?Dow Jones?index losing 10% of its value in a week.

Simulated Stress Testing

As for the methodology for stress tests, Monte Carlo simulation is one of the most widely known. This type of stress testing can be used for modeling probabilities of various outcomes given specific variables. Factors considered in the Monte Carlo simulation, for example, often include various economic variables.

Companies can also turn to professionally managed risk management and software providers for various types of stress tests. Moody’s Analytics is one example of an outsourced stress-testing program that can be used to evaluate risk in asset portfolios.



要查看或添加评论,请登录

Shruti Anand的更多文章

  • What is Kubernetes?

    What is Kubernetes?

    Kubernetes, also known as k8s or kube, is an open source container orchestration platform for scheduling and automating…

  • What is Data Visualization?

    What is Data Visualization?

    Data visualization is the graphical representation of information and data. By using visual elements like charts…

  • What is PySpark?

    What is PySpark?

    PySpark is the Python API for Apache Spark, an open source, distributed computing framework and set of libraries for…

  • What Is Azure Data Factory(ADF)?

    What Is Azure Data Factory(ADF)?

    Azure data factory will help you to automate and manage the workflow of data that is being transferred from on-premises…

  • What is Docker?

    What is Docker?

    Docker is an open-source containerization platform by which you can pack your application and all its dependencies into…

  • What is Azure?

    What is Azure?

    Azure is Microsoft’s cloud platform, just like Google has its Google Cloud and Amazon has its Amazon Web Service or…

  • What is GCP?

    What is GCP?

    Google Cloud Platform (GCP) is a suite of cloud computing services provided by Google. It offers a wide range of…

  • What is Data Mining?

    What is Data Mining?

    Data mining is the process of extracting knowledge or insights from large amounts of data using various statistical and…

  • Full Stack Development

    Full Stack Development

    Full Stack Development refers to the development of both front end (client side) and back end (server side) portions of…

  • Spring Boot

    Spring Boot

    Spring Boot is a Java framework that makes it easier to create and run Java applications. It simplifies the…