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Delving Into Forensic Accounting

4 min read

What is Forensic AccountingAccording to a 2022 Allied Market Research report, the size of the global forensic accounting market is forecast to increase in value to $11.68 billion in 2031, up from its 2021 estimated value of $5.13 billion. Allied Market Research puts this compound annual growth rate at nearly 9 percent (8.8 percent). This same report found that the Covid-19 pandemic saw an uptick in the need for forensic accounting skilled professionals and approaches.

Forensic accounting is a specialization within the general accounting profession. Professionals in this specialized subset focus on allegations of financial fraud brought by individuals and businesses in the civil courts and government agencies in the criminal courts. Disputes can range from family members contesting assets and valuations of such assets in an estate, business, or divorce proceedings. When it comes to proving criminal allegations, government agencies look to forensic accountants to investigate financial records for evidence of fraud in the quest to prove crimes such as securities fraud or identity theft.   

Forensic Accounting Methodology

According to the Journal of Accountancy and the Association of Certified Fraud Examiners (ACFE), CPAs and specifically forensic accountants can use Benford’s Law to begin the process of identifying potential fraud. Examples of data sets that forensic accountants can build and analyze come from income statements, expense reports, ledgers, balance sheets, invoice and inventory data, accounts payable, and accounts receivable. When analyzing the leading or first digit in a data set, forensic investigators can take the data set and look at how the leading digits are distributed against the percentages that Benford’s Law sets out.

According to the ACFE, in contrast to the common belief that digits occur in equal probability, Benford’s Law states that numbers starting with 1 as the first digit occurs with the highest frequency. Then each subsequent number 2 through 9 occurs with lower probability. According to Carnegie Mellon University, per Benford’s Law, 30.1 percent of a data set will be led by a 1. The digit 2 will be the first in a data set 17.6 percent of the time. For numbers 3 to 9, the likelihood of each respective number leading the data set should become less frequent.

The ACFE gives the example of a counting exercise to illustrate Benford’s Law. When counting to 25, only one of the 25 numbers would lead with a 3; seven numbers would lead with a 2; and there would be 11 leading numbers beginning with 1. Numbers generated by a computer would give equal weighted probability to 1 to 9 being the first or leading digit. If equally weighted numbers were in fact generated, the results would deviate from Benford’s Law. However, simply because Benford’s Law is not observed in the dataset analyzed, it doesn’t automatically mean fraud occurred. But it is a tool that helps forensic accountants investigate further and determine through additional means if fraud did, in fact, occur.

Similarly, the ACFE points out that if someone wants to commit a financial crime, they would generate invoices worth a lot. It would be a lot more effective for someone to pass off invoices of $800 or $900, versus smaller $100 or $200 amounts. While this would make better use of a criminal’s time, according to Benford’s Law, if a forensic accountant were to test a data set against a few hundred invoices, they might see an abnormal percentage of them with high leading numbers, prompting further investigation.

The Journal of Accountancy reminds readers that it’s important to keep in mind a few caveats. The more numbers available in the data set, the better. It can work with as few as 50 to 100 numbers, but more is always preferred. Another consideration, per the ACFE, is where the data comprising the data set originates. Using a sports analogy, if players are between 5 feet and 8 feet tall, it would make testing the data set against Benford’s Law impossible because there’s zero chance of numbers 1 through 4 and 8 or 9 showing up in a probability test. In these scenarios, Benford’s Law wouldn’t apply.

While the method for detecting financial fraud is not black and white, the need for more forensic accountants will not slow down any time soon.

Sources

https://www.acfeinsights.com/acfe-insights/2023/3/28/benfords-law-how-to-use-it-to-spot-fraudnbsp?rq=Benford

https://www.acfeinsights.com/acfe-insights/2023/3/21/benfords-law-applicationsnbsp?rq=Benford

https://www.acfeinsights.com/acfe-insights/what-is-benfords-law?rq=Benford

https://insights.sei.cmu.edu/blog/benfords-law-potential-applications-insider-threat-detection/

https://www.journalofaccountancy.com/issues/2017/apr/excel-and-benfords-law-to-detect-fraud.html

https://www.alliedmarketresearch.com/forensic-accounting-market-A17182

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What Is Web 3.0? Understanding The Next Generation of the Internet

4 min read

What Is Web 3.0? The internet keeps evolving. It started with static web pages in Web 1.0 before evolving to interactive and dynamic content in Web 2.0. A new phase of technology is now introducing Web 3.0, or the third generation of The World Wide Web. Although it is a work in progress, it is necessary to understand the new concept and how it will impact the future of online interactions.

What is Web 3.0?

Web 3.0 is a term used to describe the next generation of the internet. Industry experts consider it the next big thing in the evolution of the The Web after Web 2.0. Web 2.0 refers to the Internet era characterized by user-generated content, social networking, and interactive web applications; it is known mainly as the Internet of Information.

Web 3.0, on the other hand, is built on top of the existing infrastructure; however, it introduces new technologies that enable computers to interpret data in a more human-centered manner. It combines disruptive technologies such as blockchain, augmented reality, virtual reality, edge computing, IoT, etc. As a result, the internet will become a more intelligent and efficient tool for finding and processing information.

Web 3.0 is also referred to as the semantic web or decentralized web and aims to create a more meaningful online experience by integrating artificial intelligence (AI), decentralized networks, and semantic understanding.

Key Features of Web 3.0

Decentralization

Web 3.0 makes good the move toward decentralization. Decentralization implies that instead of relying on central authorities, data is simultaneously stored in multiple locations. Since Web 3.0 is built on decentralized networks, such as blockchain technology, it creates a more transparent, secure, and trusted web and gives users more control over their data.

Artificial Intelligence and Machine Learning

Web 3.0 will enable computers to comprehend information similar to the way humans do, using semantic web concepts and natural language processing. It also will utilize machine learning – technology that employs data and algorithms to imitate human learning and enhance accuracy. Web 3.0 is designed to leverage the power of artificial intelligence (AI), making web applications more intelligent and enhancing their capacity to make informed decisions. It also helps automate tasks, improve efficiency, and provide more personalized experiences for users.

Ubiquity and Connectivity

The rise of the Internet of Things (IoT) is another contributing factor, enabling information and content to be more connected and ubiquitous. It also means data is accessible via multiple applications and devices.

3D Visualization

Using augmented reality, virtual reality, and mixed reality combined with technologies such as IoT makes it possible to create a spatial web. This helps maintain real-life scale and experience on the web. A good example is the application of VR technology in e-commerce.

Openness and Accessibility

Web 3.0 is built on open standards and protocols, which make it more accessible to both developers and users. This promotes innovation and collaboration across different sectors and communities.

The Impact of Web 3.0 and Challenges

Web 3.0 will significantly change how users interact with information online and transform different aspects of life, including commerce, health, and education, among others. For instance, decentralization gives users greater control over their personal data. This might help limit the collection of data without user consent or compensation.

With blockchain technology as a foundation of Web 3.0, the data becomes immutable, transparent, and hard to hack. This is because all transactions will use self-executing smart contracts.

Web 3.0 will usher in a new era of automation as intelligent systems and algorithms become increasingly integrated into online experiences. This will include more intelligent chatbots, personalized recommendations, sophisticated predictive analytics, and autonomous systems.

As a result, there will be an improved user experience. Users will have a more personalized and interactive experience online, with applications that can better understand their needs and preferences.

Despite the impressive positive impact, Web 3.0 is still in its early emerging stage and is not without challenges. As more significant work and effort are being put toward its actualization, several issues must be addressed. First, to facilitate specific user functions, additional layers must be built on top of the blockchain to ease its complex operations.

Secondly, decentralization introduces data governance and regulation concerns. With no central control of data, bad actors can take advantage to promote hate speech, misinformation and cybercrime.

Thirdly, this new iteration of the internet also requires implementing new technologies and using advanced devices.

Conclusion

The evolution of the internet is inevitable. Although more effort is still required to realize the full potential of Web 3.0, business leaders should be aware of new developments to ensure they can take advantage of opportunities presented by the spatial web and venture into new avenues to remain competitive.

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Shoring Up Services for Veterans, Energy Production and Cybersecurity Risks

3 min read

Shoring Up Services for Veterans, Energy Production and Cybersecurity RisksRelating to a national emergency declared by the President on March 13, 2020 (HJ Res 7) – On March 13, 2020, then-President Trump declared a national emergency relating to the COVID-19 pandemic. Since then, emergency status has continued until the passage of this resolution. The national emergency status relaxed many healthcare rules, such as training mandates for nursing home aides, easier access to certain prescribed medications (e.g., Adderall, Ritalin, oxycodone, buprenorphine), and utilization of uncredentialed nurse practitioners and physician assistants for hospitalized Medicare patients. The resolution to end emergency status passed in the House on Feb. 1 and Senate on March 29. The resolution was introduced by Rep. Paul Gosar (R-AZ) on Jan. 9 and enacted by President Biden on April 10.

Wounded Warrior Access Act (HR 1226) – This bill requires the Department of Veterans Affairs (VA) to respond to online requests by claimants for records related to VA claims and benefits. The VA must notify a requester within 10 days that their request has been received and fulfill the request within 120 days. The bill was introduced by Rep. Pete Aguilar (D-CA) on Feb. 28 and passed in the House on March 7. It currently resides in the Senate.

Veterans’ COLA Act of 2023 (S 777) – Effective Dec. 1, 2023, this bipartisan bill would increase the rates of compensation for veterans with service-connected disabilities as well as dependency and indemnity compensation for the survivors of certain disabled veterans. The bill was introduced on March 14 by Sen. Jon Tester (D-MT). It passed in the Senate on March 30 and is currently under consideration in the House.

Understanding Cybersecurity of Mobile Networks Act (HR 1123) – Introduced by Rep. Anna Ashoo (D-CA) on Feb. 21, this bill would require the National Telecommunications and Information Administration to report on the cybersecurity vulnerability of mobile service networks and mobile devices to cyberattacks and surveillance by adversaries. The bill was passed unanimously in the House on March 7; its fate currently resides in the Senate.

Lower Energy Costs Act (HR 1) – This bill is designed to reduce energy costs by increasing American energy production, exports, infrastructure, and critical minerals processing by implementing transparency, accountability, and permitting rules as well as improving water quality certification and expediting energy projects. The bill was introduced by Rep. Steve Scalise (R-LA) on Jan. 26 and passed in the House on March 30. It is currently awaiting review in the Senate.

SECURE Notarization Act of 2023 (HR 1059) – This bipartisan legislation was introduced in the House by Rep. Kelly Armstrong (R-ND) on Feb. 17. It would permit notaries public to notarize electronic records and perform notarizations for remotely located individuals. The bill provides technical requirements, including creating and retaining video and audio recordings to conduct the transaction. Additionally, the bill would require all U.S. courts and states to recognize in-person and remoted notarizations affecting interstate commerce. The bill also allows a notary public to remotely notarize electronic records involving an individual located outside of the United States, subject to certain requirements. The bill passed in the House on Feb. 27 and is currently under consideration in the Senate.

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Estate Taxes vs. Inheritance Taxes: Understanding the Differences

4 min read

Estate Taxes vs. Inheritance TaxesEstate and inheritance (“death”) taxes are levied on the transfer of property at death. The difference between an estate tax and an inheritance tax is based on who pays the bill. An estate tax is levied on the estate of the deceased, while an inheritance tax is levied on the heirs of the deceased. That’s the simple explanation. As for execution, there are far more nuances based on the monetary value of a bequest; the status of the beneficiary/(ies); and where you live when you pass away.

Federal Estate Tax

An estate tax applies to the value of the assets left behind by a decedent and is paid out from the proceeds of the estate before the rest of the assets are distributed to heirs. Estate wealth is usually comprised of cash, securities, and real estate.

In 2023, if an estate is valued at more than $12.92 million ($25.84 million for couples), the estate will owe a progressive tax rate levied on the value above that amount. For example, if an estate is valued at $15 million, it will pay estate taxes on the $2,080,000 above the exemption. The federal tax rate ranges from 18 percent to 40 percent, depending on the taxable value of the estate.

Generally, the estate tax applies to only the wealthiest 2 percent of Americans, and only 0.07 percent of estates end up paying the tax, according to the Tax Policy Center. Note that assets inherited by a spouse or charitable organizations are generally not subject to an estate tax.

Some states also levy an estate tax based on the location of the property. Presently, 12 states plus the District of Columbia levy an estate tax:

  • Connecticut
  • District of Columbia
  • Hawaii
  • Illinois
  • Maine
  • Maryland
  • Massachusetts
  • Minnesota
  • New York
  • Oregon
  • Rhode Island
  • Vermont
  • Washington

Estate Tax Strategies

To minimize or eliminate estate taxes, the estate owner has several options. Among the more sophisticated are structuring an Irrevocable Life Insurance Trust, a Family Limited Partnership or funding a Qualified Personal Residence Trust. However, the easiest way to legally avoid estate taxes is to give assets away before you die. Estate owners can make tax-deductible contributions to charitable organizations or gift up to $17,000 in 2023 ($16,000 in 2022) a year, per person, to as many people as you want.

Inheritance Tax

An inheritance tax, on the other hand, is a state tax paid by the beneficiary (heir) of an estate. Not every state levies an inheritance tax, and the laws vary considerably by state. The tax is based on the relationship of the beneficiary to the decedent. For example, in some instances, a beneficiary who is a surviving spouse, parent, child or grandchild may be exempt from the tax, whereas a brother, sister, niece or nephew may be subject to an inheritance tax.

Presently, six states levy an inheritance tax (only Maryland levies both estate and inheritance taxes). Each state sets its own exclusion amount, ranging from $1 million to $9.1 million. Amounts above the state exclusion are then subject to a separate estate tax, which tends to range between 1 percent and 18 percent. The tax applies to decedents who lived in one of these states:

  • Iowa (phasing out tax by 2025)
  • Kentucky
  • Maryland
  • Nebraska
  • New Jersey
  • Pennsylvania

Inheritance Tax Strategies

Similar to estate tax strategies, an estate owner can minimize state inheritance taxes by transferring assets to a trust or family limited partnership or by gifting assets. Be aware that assets owned under a Roth IRA or Roth 401(k) – that has been open for at least five years – are not subject to any taxes since contributions were already taxed and earnings grow tax-free. You also might consider using a portion of your assets to purchase life insurance, naming your heirs as beneficiaries. Since life insurance proceeds are not taxable, this is a way to remove money from the estate to create a larger, tax-free inheritance.

As for current estate assets, one surefire way to legally avoid inheritance taxes is to move to a state that doesn’t levy them.

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How to Look at Liquidity through an Accounting Lens

3 min read

Liquidity, Accounting LiquidityLiquidity refers to a business’s ability to convert its short-term assets or securities into cash quickly to meet its short-term financial obligations or pay bills due within the next 12 months. Naturally, cash is the most liquid. This is different than solvency, which refers to the ability of a business to satisfy its long-term bills.

It’s important to distinguish between market liquidity and accounting liquidity. Market liquidity implies how a nation’s stock market or real estate market functions, specifically if there are enough buyers and sellers. The closer the bid and ask prices are, the greater the level of liquidity that exists. The greater the liquidity, the easier it is for participants to transact.

Determining the liquidity of a business helps investors see how a company balances its cash. This demonstrates how well a company manages its ability to pay bills versus being able to direct money for retained earnings, dividends, reinvesting in its business, or for acquisitions. When it comes to measuring liquidity, there are three ratios that estimate how liquid a business is: current, quick, and cash ratios.

Current Ratio

This compares current assets to current liabilities. It’s expressed as follows:

Current Ratio = Current Assets / Current Liabilities  = $20,000 / $5,000 = 4

This means for every $1 in outstanding bills, the company has $4 in cash available to satisfy those debts. While each industry has a unique target ratio, a range of 1.5 to 2.5 is seen as a healthy measure.

Quick Ratio (Acid-Test Ratio)

This calculation removes inventories and some short-term assets that are more illiquid than incoming payments expected to be paid within a reasonable short-term time frame, such as accounts receivable. It’s expressed as:

Quick Ratio = (Cash and Cash Equivalents + Short-Term Investments + Accounts Receivable) / Current Liabilities   

If the resulting number is less than 1, this could indicate the business is facing an inability to pay its short-term bills.

Cash Ratio

This looks at how well a company can pay off short-term debt with its cash and similar financial assets that can be converted to cash instantaneously. It’s expressed as follows:

Cash Ratio = Cash and Cash Equivalents / Current Liabilities = $10,000 / $3,000 = 3.33

With a 3.33 ratio, this example shows the company is in good shape liquidity-wise. A general reference of at least 0.5 (but higher shows better financial health) is recommended.

Interpreting Results

Once the results are calculated, businesses can analyze their findings and see the financial position of their company. For example, if they are looking for financing, lenders take into account these ratios to determine a level of confidence in debt repayment. If a company is looking for investors, savvy investors can determine how competitive the company is against its industry/sector competitors.

Internal Company Reflection

Depending on the company’s circumstances, changes might need to be implemented immediately and over the long term. A business may need to look at operating costs to cut costs. Cash flow projections are recommended to see how the company is doing on its restructuring and cost-cutting efforts.

When it comes to managing liquidity, using these ratios along with short- and long-term planning to improve a company’s financial and liquidity position can make a business more attractive to lenders and investors and more resistant to economic downturns.