Increasing Small Business Investments, Relaxing COVID Vaccination Requirements and Generating More Challenges to Abortion Access

4 min read

Increasing Small Business Investments, Relaxing COVID Vaccination Requirements and Generating More Challenges to Abortion AccessInvesting in Main Street Act of 2023 (HR 400) – Introduced by Rep. Judy Chu (D-CA) on Jan.20, this bill would permit certain financial institutions to increase investments in small business investment companies (SBICs). The current cap is 5 percent; if passed, the amount would rise to up to 15 percent of their capital and surplus. The bill passed in the House on Jan.25 and is now under consideration in the Senate.

To terminate the requirement imposed by the Director of the Centers for Disease Control and Prevention for proof of COVID-19 vaccination for foreign travelers and for other purposes (HR 185) – This bill would nullify the standing CDC order that requires non-U.S. citizens who are not immigrants to be fully vaccinated against COVID-19 (or otherwise prove adherence to public health measures to prevent contagion)for entry into the United States by air travel. The bill also would nullify both successor and subsequent orders that would require proof of a COVID-19 vaccination as a condition of entry and prohibit the use of federal funds to enforce such a requirement. However, the bill carves out exceptions for certain individuals traveling from China to the United States. The bill was introduced on Jan. 9 by Rep. Thomas Massie (R-KY). It passed in the House on Feb. 8 and is currently under consideration in the Senate.

Freedom for Health Care Workers Act (HR 497) – The passage of this bill would eliminate the current COVID-19 vaccine mandate for healthcare providers working in certain federal healthcare programs. The bill was introduced by Rep. Jeff Duncan (R-SC) on Jan. 25 and passed in the House on Jan. 31. It is currently awaiting review in the Senate.

To nullify the modifications made by the Food and Drug Administration in January 2023 to the risk evaluation and mitigation strategy for the abortion pill mifepristone and for other purposes (HR 383) – This bill would nullify the FDA’s new rule allowing a pharmacy to dispense mifepristone, as well as ban the pill from being offered by mail. Medication abortion is now the most commonly used abortion method in the United States. Under the current guidelines, pharmacies may prescribe mifepristone in person to patients, essentially permitting it to be disseminated at the same time with misoprostol. This two-pill combination is taken in sequence to induce an abortion at home. The bill to ban this access was introduced on Jan. 17 by Rep. Diana Harshbarger (R-TN) but has yet to be assigned to a committee for review.

To ensure the privacy of pregnancy termination or loss information under the HIPAA privacy regulations and the HITECH Act (HR 459) – This legislation was introduced in the House by Rep. Anna Eshoo (D-CA) on Jan. 24. It would ban doctors from revealing a patient’s abortion information without consent, even under a court order or subpoena. Presently, the Health Insurance Portability and Accountability Act of 1996 (HIPAA) restricts doctors, psychologists, pharmacies, hospitals, etc., from revealing a patient’s protected health information – unless compelled to do so by law. This bill would make it illegal for a medical professional to reveal a patient’s abortion information without the patient’s consent, superseding even a court order or subpoena. The bill is currently in the House awaiting a potential vote by the Energy and Commerce Committee.

Prescription Pricing for the People Act of 2023 (S 113) – This bill would authorize the Federal Trade Commission to study the role of intermediaries in the pharmaceutical supply chain and report on anti-competitive practices and other trends that impact how prescription medications are priced. In an effort to increase transparency, the FTC also would provide recommendations to Congress for potential legislative action. The bill was introduced on Jan. 26 by Sen. Chuck Grassley (R-IA) and is currently being considered in the Senate.

 

How To Use Natural Language Processing To Improve The Efficiency Of Accounting Processes

4 min read

Natural Language ProcessingNatural language processing (NLP) is a technology that allows computers to understand and process human language. Processing of natural language is necessary when you want an intelligent device to follow your instructions. NPL is an artificial intelligence (AI) component with many real-life applications.

As technology advances, business leaders have to figure out how to tap into the new trends to remain relevant, stay ahead of competition, and meet consumer expectations and needs.

How NLP Works in Brief

NLP involves making computers perform tasks with the natural language humans use. The input and output can be spoken or written text. NLP combines computational linguistics – rule-based modeling of human language – with statistical, machine learning, and deep learning models.

NLP aims to build machines that understand and react to text or voice data and then respond with text or speech in a similar manner as humans do. Examples of NLP in real life include voice-operated GPS systems, personal assistant apps, speech-to-text dictation software, and customer service chatbots.

As businesses seek better ways to improve efficiency, NLP is one technology promising huge rewards for enterprises dealing with vast quantities of unstructured text. In accounting, unstructured data include transaction descriptions, invoices, written communication, etc.

The use of NLP is growing significantly in enterprise solutions designed to help streamline business operations. Large companies such as Deloitte, Ernst & Young (EY), and PricewaterhouseCoopers (PwC) have implemented various NLP solutions. A good example is Deloitte, which incorporated NLP into its Audit Command Language to improve contract compliance.

How NLP Can Improve the Efficiency of Accounting Processes

Areas in which NLP helps improve efficiency include:

  1. Forensic Investigations
    When CPAs want to perform forensic investigations, they have to deal with significant amounts of data from documents such as bank statements, transaction data tables, and data found in emails or deposition transcripts. Analyzing all the data as they try to look for specific patterns or gain insights is challenging. However, the application of NLP can be helpful in the investigative analysis process. NLP using algorithms can identify patterns automatically and reduce the time it would have taken to analyze the documents.
  2. Accounting and Auditing
    Auditing is challenging due to the process of reviewing financial statements and ensuring they match regulations and legal standards. Auditors must have excellent analytical and decision-making skills to spot inaccuracies in financial statements. However, NLP helps to optimize the auditing process.
  3. Financial Analysis and Automated Generation of Financial Reports
    NLP can automatically extract financial data from balance sheets, income statements, and cash flow statements. This can cut down on time and error-prone work. At the same time, it can obtain insights from massive financial data sets and financial reports. This enables accountants to make data-driven decisions and quickly identify trends and patterns in the data, hence, making it easy to provide guidance to clients on investments and household finances.
  4. Automated Data Entry
    NLP can be used to extract data automatically from unstructured text documents, including bills and receipts. It also can be used to automate the entry of data from tax documents and input it into accounting systems. This can cut down on time and error-prone work.
  5. Improve Centralized Data Management Solutions
    Incorporating NLP in accounting and procurement helps improve the ability of a centralized data management system to collect and integrate data from different sources. This enables standardization and collaboration. Additionally, the data provided has higher-quality insights. As a result, there is better financial planning and improved risk assessment and management.
  6. Customer Interaction
    NLP can be used to enhance the effectiveness of customer interaction. This is done by automating the procedure for responding to client inquiries, such as concerning invoices, payments, and account balances.

Conclusion

Natural language processing is proving to be a powerful technology that can help improve the efficiency and effectiveness of accounting processes. As it continues to evolve, it will likely become an increasingly important tool for accountants and other financial professionals. Most importantly, these advanced technologies take care of manually reviewing unstructured data. This helps businesses scale and – at the same time – reduce costs.

401(k) Options After You Leave an Employer

6 min read

401k Options After You Leave an EmployerApart from the spike in inflation, 2023 ended the year with a relatively strong economy, boasting an unemployment rate of 3.5 percent (below the market forecast of 3.7 percent) with increases in wages, corporate profits, and economic growth over the past two quarters. Despite the positive data, a slate of companies, including Microsoft, Google, Amazon, Goldman Sachs, and Bed Bath & Beyond, have all announced significant layoffs planned for this year.

Whether the result of a layoff, a new job, or retirement, the reality is that over the course of a career, most people will change jobs several times. The good news is that 401(k) plan assets are portable – meaning you can take them with you. However, it is important to be aware of all your options so that you choose the most advantageous one each time you change employers.

You Don’t Have to do Anything Right Away

The first thing to note is that the income deferrals you contributed to your employer’s retirement plan are yours to keep. However, an employer match may be subject to a vesting schedule. If you do not work at the company long enough to satisfy the vesting schedule, you might lose all or a portion of the unvested assets in your account.

It is not necessary to roll over your 401(k) assets right away; in many cases, you can leave them where they are indefinitely. However, you will no longer be able to make contributions to the plan, receive matching funds, or tap that money for a loan. If the plan has a wide range of investment options, low fees, and expenses and has performed well, then leaving assets where they are may be your best choice.

On the other hand, you should investigate to ensure your plan does not change once you no longer work for a former employer, as some plans charge higher fees for inactive employees. Also, some employers may require you to cash out of your account balance – usually if it is below $1,000. If your balance is above $1,000, that employer must offer you the option to roll those assets into a personal IRA.

Take the Money

If you opt to withdraw the cash value of your account, you will be subject to an immediate tax impact. Your company may cut you a check for the amount withdrawn, but it is required to withhold 20 percent of the amount to prepay the tax you’ll owe. If you have not yet reached age 59½, the IRA will classify the distribution as an early withdrawal. This means you might owe a 10 percent penalty in addition to the federal tax withholding. The balance also may be subject to state and local taxes. All told, you could lose up to 50 percent of the account value if you take an early distribution.

For young adults in particular, it can be tempting to withdraw their 401(k) balance when they leave an employer. They may not have acquired much in assets, not met vesting requirements for the employer match, and figure they have more need for the money now than in 50 years when they retire. However, bear in mind that investments made early as an adult often purchase good, dependable stocks at low prices, with decades for those stocks to appreciate. Holding onto those assets over the long term allows for maximum growth opportunity, whereas withdrawing them means you’ll have to start all over again.

Roll Over Assets to Your New Employer’s 401(k)

Some employer plans will accept transfers from a former retirement plan, but not all of them do. You will have to inquire. If this is an option, recognize that there is no need to roll over right away. You may want to work there for awhile to ensure you’re happy, the company is viable, and you plan to stay there a while. Furthermore, you may have to wait until the next enrollment period to request a rollover, and some employers may require that you work a specific period of time (e.g., one full year) before you can transfer old 401(k) assets to your new plan.

Open a Personal IRA

A third option is to transfer your old employer’s 401(k) assets to a personal individual retirement account (IRA) that you open through a brokerage of your choice. The new brokerage custodian will give you the forms needed to request the formal rollover, and your former 401(k) plan administrator might have forms to complete as well. It is best to have the two custodians conduct the transfer directly so that you never take possession of the funds yourself, which could result in tax penalties if not conducted correctly.

You’ll need to select new investment options (e.g., mutual funds, exchange-traded funds, individual stocks or bonds) for the IRA, and be sure to compare its fees with your old account. By rolling over to an IRA that you manage yourself, you will have a wider range of investment options and can shop for plans with lower fees.

Bear in mind that, moving forward, any additional contributions you make to this IRA will be subject to lower annual contribution limits (in 2023: $6,500 if under age 50; $7,500 for 50 and older) than 401(k) plans as well as the income limitations applicable to a Roth IRA (2023: less than $153,000 Modified Adjusted Gross Income (MAGI) if you are single; less than $228,000 if you’re married and file jointly).

There are three IRA rollover options for 401(k) plan assets:

  • Roll over to a new or existing traditional IRA – No taxes are due on the assets you transfer, and earnings continue to accumulate tax deferred until withdrawn. It’s best to directly roll-over the funds from one custodian to another.
  • Roll over to a new or existing Roth IRA – This option requires that you pay taxes on the rollover amount in the tax filing year they are transferred. You may use money from the 401(k) plan or pay the tax separately using other assets (the latter is preferable so that your equity continues to appreciate). Once the IRA has been open for at least five years, and you are at least age 59½, contributions and earnings can be withdrawn free of all taxes and penalties. Furthermore, unlike the traditional IRA, you are not required to take minimum distributions (RMDs) from a Roth.
  • Roll over a Roth 401(k) to a new or existing Roth IRA – No taxes are due when the money is transferred, and new earnings accumulate tax deferred. Contributions and earnings are eligible for tax-free withdrawals once the IRA has been open at least five years and you are at least age 59½.

Do Something

Leaving your 401(k) with a former employer is a perfectly acceptable option, but you should consider consolidating your 401(k) plans at some point. More and more people are working for multiple employers throughout their careers, and they may lose track of where they hold 401(k) assets. In fact, at the end of 2021, there was a nationwide total of $1.35 trillion sitting in forgotten 401(k) plans.

Don’t let that happen to you.

Overhauling the National Tax System, Eliminating Oil Sales to China, and Criminalizing Late Abortion Attempts

3 min read

Overhauling the National Tax System, Eliminating Oil Sales to China, and Criminalizing Late Abortion AttemptsTo rescind certain balances made available to the Internal Revenue Service (HR 23) – Introduced by Rep. Adrian Smith (R-NE) on Jan. 9, this bill would rescind funds allocated to the Internal Revenue Service by the Inflation Reduction Act of 2022. The bill is designed to “defund” specific enforcement activities, operational support, enhancement to the e-file tax return system, and allocations to the U.S. Tax Court and other Department of the Treasury tax agencies. The bill passed in the House on Jan. 9 and has moved to the Senate, 

Protecting America’s Strategic Petroleum Reserve from China Act (HR 22) – This bill would prohibit the Department of Energy (DOE) from selling crude oil to any entity under the ownership, control, or influence of the Chinese Communist Party. The bill was introduced on Jan. 9 by Rep. Cathy Anne McMorris Rogers (R-WA). It passed in the House on Jan. 12 and is currently under consideration in the Senate.

Born-Alive Abortion Survivors Protection Act (HR 26) – An example of one of many abortion-related bills introduced by the House in the new 118th Congressional Session, this Act would require healthcare practitioners to exercise the proper degree of care in cases where a fetus survives an attempted abortion – including ensuring the neonate is immediately admitted to a hospital. Failure to provide such care or failure of others to report the crime would be subject to a fine and/or up to five years in prison. Furthermore, anyone who intentionally kills the neonate would be subject to prosecution for murder. However, this bill would bar criminal prosecution of the birth mother in these circumstances and permit her to bring civil action for these violations if perpetrated by others. The bill was introduced by Rep. Ann Wagner (R-MO) on Jan. 9 and is under assignment in a House committee.

Fair Tax Act of 2023 (HR 25) – This legislation was introduced in the House by Rep. Buddy Carter (R-GA) on Jan. 9. It is currently assigned to committee for consideration.  The purpose of the bill is to replace the current income tax system (including payroll, estate, and gift taxes) with a national consumption sales tax on goods and services. Instead of paying the current 10 percent to 37 percent tax rates based on income bracket, as well as eliminating all deductions and credits, U.S. residents would pay a minimum 23 percent federal tax (in addition to state and local taxes) on all purchases, regardless of income bracket. Exemptions would include property or services purchased for business, export, investment, or state government functions. The flat rate would essentially tax a higher percentage of income from low earners while high-income earners would have more assets available for savings and investment that would not be taxable. Each state would bear the responsibility for collecting and remitting this federal sales tax to the Treasury.

Handling Talent Shortages in Tech Departments

4 min read

Handling Talent Shortages in Tech DepartmentsTechnology advancement has brought about great digital transformation. Unfortunately, this has come with a global tech talent shortage. IT executives highlight the shortage as a huge barrier to the adoption of emerging technologies, as reported by this Gartner study.

It is estimated that the demand for tech talent will keep increasing, and this could result in an estimated 85 million global talent shortage by the year 2030. Therefore, companies need to rethink their approach to hiring and retention.

Reasons Behind the Tech Talent Shortage

It is worth trying to first understand what is causing the tech talent shortage. A few of the reasons that have led to the shortage include:

  • Advances in technology – technology is advancing at high speed, requiring workers with skills to match the new technology. Unfortunately, the tech education system can’t keep up with the speed, hence a shortage of people with the required skills.
  • The great resignation – this became a buzzword with work from home that came with the Covid pandemic; unfortunately, even after the pandemic, people are still leaving jobs. A survey by TalentLMS and Workable found 72 percent of employees working in tech are considering quitting their jobs or exploring other opportunities.
  • High demand for tech talent – There has been an increase in the demand for tech workers in recent years as more businesses and industries turn to technology for daily operations. New technology creates new roles, such as data professionals, data security specialists, and software engineers, among others that are highly competitive.
  • Challenges in training and development – some companies might not have the resources and time to invest in employee development.

Business Challenges of IT Talent Shortage

Businesses are feeling the effect of the tech talent shortage, especially when it comes to digital transformation. Emerging technologies such as robotic process automation (RPA), artificial intelligence, blockchain, and augmented reality that promise to keep a business ahead of its competition require skilled workers.

Hiring new talent or reskilling employees also comes at a cost, and companies struggle to fill positions. On the other hand, failing to have skilled employees results in unrealized annual revenues.

As a result, businesses of all sizes find themselves failing to develop projects on time and hence fail to meet deadlines. In other cases, the existing employees end up overburdened with too much work, and this may lead to them quitting. Eventually, a business experiences slow innovation and slow growth.

How to Handle the Tech Talent Shortage

A few strategies to help address this issue include:

  • Investing in employee development and training
    Providing ongoing training and development opportunities for current employees can help them acquire new skills and knowledge. This will not only make them more valuable to your organization, but also less likely to leave.
  • Attract top talent through a strong employer brand
    Building a strong employer brand can help in attracting top talent to your organization. This can involve highlighting your company’s culture, values and mission, as well as offering competitive compensation and benefits packages. A good reputation will also help attract new talent.
  • Partnering with educational institutions
    A company may also partner with local colleges and universities to gain access to a pool of talented students who are looking for internships or entry-level positions. Additionally, setting up mentorship or internship programs helps build a pipeline of talent for your organization.
  • Increase recruitment efforts
    Sometimes it might be difficult to find the right talent, which makes it necessary to increase recruitment efforts. This could involve working with recruitment agencies, posting job openings on job boards and social media platforms, and attending job fairs and industry events.
  • Consider hiring remote workers
    Even with all efforts in place, it may still be difficult to find the right talent in a business location. Today, technology has enabled people to work remotely. This offers access to a larger pool of candidates and also can help attract top talent from other parts of the country or even the world. It is also possible to work with freelancers or contractors to fill specific skills gaps on a project-by-project basis.
  • Enhance the recruitment process
    An inefficient recruitment process will cost the company good talent. Therefore, any poor communication or delayed communication will affect talent acquisition. A company might need to streamline its recruitment process.

Final Thoughts

The global tech talent shortage is already negatively affecting businesses. Since the shortage is expected to rise, business leaders need to decide on the best way forward so they are not left behind in digital transformation. A good decision should fit business goals whether choosing to hire internal talent, remote workers, or outsource technology needs.

No-Heir Estate Planning

4 min read

No-Heir Estate PlanningEven if you have no heirs, you should have an estate plan. Otherwise, the state will determine the fate of your worldly possessions. In fact, if you pass away “intestate” (without a will), the state can even keep all of your assets for itself – if no heirs are found.

The most basic tenet of no-heir estate planning is to write a will. Every state has different rules about what constitutes a legally enforceable will, so be sure to check out your state’s guidelines. If you move, you’ll need to update your will according to the state you live in when you pass away.

In your will, direct who receives which of your assets. There is no edict that says you must leave possessions to a relative. You can choose a friend, a group of people, or even one or more charitable organizations. You also should choose an executor of your will: someone you trust to carry out your wishes. This person can be an attorney or bank custodian of your assets. You should speak with whomever you choose to make sure they are willing to take on the role of executor. It is generally no small task and might entail distributing and even selling your possessions in order to make cash distributions to the beneficiaries.

If you have any pets, be sure to figure out during the planning process who is willing to take care of your animals after you pass or direct their care to a specific shelter.

Also, consider the beneficiaries you will designate for bank and investment accounts, as well as any insurance policies you own. Note that beneficiary designations you assign on these accounts will supersede your will instructions, even if they preceded when you wrote your will. For example, your employer might pay for a life insurance policy in your name that pays out proceeds equaling two to three times your salary. You might not even remember that you completed this paperwork years ago, naming your girl/boyfriend at the time as your beneficiary. If you don’t keep those designations up to date, you may end up leaving a substantial sum to a woman/man who broke your heart instead of the person who embraces it now.

It is also a good idea to name a “Transfer on Death” (TOD) designation on other types of accounts, such as your bank checking and savings accounts. This designation also supersedes will instructions and allows your money to be distributed once the beneficiary presents your death certificate and proper ID. It’s actually advisable to name the executor of your will as TOD, as he may need to access your funds quickly to pay for funeral and burial expenses. Other assets can take longer to distribute, so a TOD designation is a quicker way for your beneficiary to access cash.

Be aware that even if you have prepared a will, your estate will still be subject to probate, in which a judge makes the final determination of your assets. If you wish to avoid this step, you can fold all or a portion of your assets under one or more trusts, which will distribute them according to the trust directions and avoid probate altogether. A trust is particularly beneficial if you have a large estate or wish to leave a substantial donation to one or more charities.

Another estate planning consideration is what to do if, instead of dying, you become incapacitated and cannot make decisions for yourself. As part of the estate planning process, you should name a power of attorney to make financial decisions for you. This can be anyone – a friend or close neighbor or the person you name as executor of your will.

You should also establish a living will, advanced care directive, and/or healthcare proxy. A living will is a directive that states your wishes regarding medical care should you become incapacitated (e.g., permanently unconscious). An advanced care directive can be more specific, such as establishing a “do not resuscitate” (DNR) order if your breathing or heartbeat stops and if you would like to donate tissues or organs after you pass.

A healthcare proxy, which may be referred to as a medical or durable power of attorney, is the assignment of a person who will make all of your healthcare decisions when you no longer can. Note that with medical instructions as well, states have varying guidelines. It’s important to be familiar with your state’s requirements and update your medical care directives if you relocate to another state.

Expanding Options for Marriage, Defense, Medical Marijuana, Amateur Athletes and Rail Workers

4 min read

Expanding Options for Marriage, Defense, Medical Marijuana, Amateur Athletes and Rail WorkersRespect for Marriage Act (HR 8404) – Introduced by Sen. Jerry Nadler (D-NY) on July 18, this Act replaces previous provisions that defined marriage as strictly between a man and a woman. It codifies marriage to state that a spouse may be a person of the opposite sex as long as the contract between the two individuals is valid under state law, and prohibits any state from denying out-of-state marriages on the basis of sex, race, ethnicity or national origin. The bill passed in the Senate on Nov. 29 and the final bill passed in the House on Dec. 8. President Biden signed the Act into law on Dec. 13.

James M. Inhofe National Defense Authorization Act for Fiscal Year 2023 (HR 7776) – This bill authorizes defense spending at $858 billion, an approximate 10 percent increase over last year and $37 billion more than President Biden requested in his budget. This bill is expected to increase pay for service members and civilians by 4.6 percent and include inflation bonuses for those earning less than $45,000 a year. The bill was initially introduced on May 16 and the final bill was agreed upon by a bipartisan committee comprised of Sens. Jim Inhofe (R-Okla.) and Jack Reed (D-R.I.), and Reps Adam Smith (D-Wash.) and Mike Rogers (R-Ala.) The bill first passed in the House on July 14. It was signed into law by the President on Dec. 23.

Help Find the Missing Act (S 5230) – This Act is designed to facilitate data sharing between the National Missing and Unidentified Persons System and the National Crime Information Center database of the Federal Bureau of Investigation, in order to improve efforts in finding missing persons. The bill was introduced by Sen. Chris Murphy (D-Conn.) on Dec. 8 and passed in the Senate on the same day. It passed in the House on Dec. 14 and is currently awaiting the President’s signature.

Medical Marijuana and Cannabidiol Research Expansion Act (HR 8454) – This legislation was introduced by Rep. Earl Blumenauer (D-Ore.) on July 21. The purpose of the bill is to increase the supply of marijuana that may be used in government studies. It expands the number of registered entities (e.g., academia, practitioners, manufacturers) that may manufacture, distribute, dispense or possess marijuana or cannabidiol (CBD) for the purposes of medical research. The bill also enables physicians to discuss with patients the potential harms and therapeutic potential of marijuana and its derivatives (such as CBD). Going forward, the Department of Health and Human Services will report on marijuana’s impact on various conditions, such as epilepsy; its impact on adolescent brains; and on the ability to operate a motor vehicle. The bill passed in the House on July 26 and in the Senate on Nov. 16. It was signed into law by the President on Dec. 2.

Equal Pay for Team USA Act of 2022 (S 2333) – This bill was introduced by Sen. Maria Cantwell (D-Wash.) on July 13, 2021, and was passed in the Senate on Dec. 8. The legislation would require equal compensation and benefits for all athletes representing the United States in international amateur athletic competitions, regardless of gender. The bill would require each sport’s national governing body to submit annual compliance reports pertaining to this requirement. The bill’s fate currently lies in the House.

To provide for a resolution with respect to the unresolved disputes between certain railroads represented by the National Carriers’ Conference Committee of the National Railway Labor Conference and certain of their employees (HJ Res 100) – Passage of this bill was successful in averting a nationwide strike of rail workers, but it did not satisfactorily address all of their demands. The Act provides improved healthcare benefits and a 24 percent pay raise, as well as the ability to take limited unpaid sick leave without being subject to penalties. However, the bill failed to provide the five days of paid medical leave sought. The bill was introduced by Rep. Donald Payne Jr (D-N.J.) on Nov. 29, passed in the House on Nov. 30 and the Senate on Dec. 1. It was signed into law on Dec. 2.

Safe Connections Act of 2022 (HR 7132) – Introduced on March 17 by Rep. Ann Kuster (D-N.H.), this bill instructs cell phone service providers to waive separation of contract service fees when requested by survivors of domestic violence, human trafficking and related harms. The Act requires that the requestor present verifying documentation that a cosigner of thecontract committed or allegedly committed an act of domestic violence, trafficking or a related criminal act against the survivor. The requestor must assume financial responsibility for services after a line separation. The bill passed in the House on July 27, in the Senate on Nov. 17 and was signed into law on Dec. 7.

What is Datafication, and Should Business Leaders Take Notice?

4 min read

What is DataficationData has become a primary asset for businesses today. Consequently, the survival of a business in our data-driven environment is highly dependent on the ability to have total control over data storage, extraction, and manipulation.

As businesses continue being bombarded with vast volumes of data, datafication has become a big trend that provides a solution to turn data into quantifiable, usable, and actionable information. 

What is Datafication?  

The term datafication was coined by Kenneth Cukier and Victor Mayer-Schöenberger in 2013 when they explained it as the transformation of social actions into quantifiable data.

Today, much data is collected at the point of contact with any technology device. Aside from data such as text, images, and numbers, there are logins, passwords, device activity logs, clicks, interaction times, and more. Datafication helps translate all of these human activities into data, which is then repackaged in a form that offers value.

In business, datafication means converting every activity of a business model into actionable data. This has been enabled by a rise in technologies such as artificial intelligence, machine learning, big data analytics, and predictive analytics.  

It’s worth noting that datafication is not the same as digitization. While datafication is about taking all aspects of life and turning them into a data format, digitization involves converting analog content, such as images and text, to a digital format.

Examples of Datafication in Real Life

There are various ways datafication has been applied in real life, including:

  1. Social media platforms – a lot of data is found on social platforms through profile updates, preferences, reactions, comments and posts. Such information is used for customer profiling.
  2. Ad personalization – tech giants such as Facebook, Google, Apple and Amazon are already using collected data in their storage to personalize their ads and target potential customers.
  3. In customer relationship management – data collected through language and tone in emails, social media and phone calls are used to understand customer needs and wants as well as buying behavior and personalities.   
  4. Human resources – HR uses data obtained from social media or mobile apps to discover characteristics and personalities when looking for potential employees. They also use the data to assess employee productivity. This means that it may no longer be necessary to take personality tests, as the collected data can be analyzed to check if a person matches the company culture and role for which he applies.
  5. Insurance and banking – understanding the risk profile of a customer applying for insurance or a loan, as the data is used to assess the client’s trustworthiness.  

Datafication for Competitive Advantage

With the above use cases, it is evident that businesses can leverage datafication to help improve operations, thereby increasing productivity and revenue.

For instance, collecting real-time customer feedback can help improve products and services. Additionally, it becomes easy to determine and predict sales by analyzing data from social platforms such as Facebook, Instagram and Twitter.

The information collected from social media, emails and other digital platforms is then used to create personalized campaigns, effectively targeting the most interested audience.

How Businesses Can Implement Datafication

Any trending technology that presents benefits to a business comes at a cost. Luckily, cloud computing eases datafication for businesses as they don’t have to worry about acquiring necessary hardware and software. With readily available software as a service (SaaS) or platform as a service (PaaS) technologies, businesses need only to define the goal they want to achieve with the data collected.

The main concern of a business remains the proper implementation of datafication. To begin with, it is best to ensure that the right technology – such as mobile devices, voice assistants, wearables, IoT – is used.

Next is to use appropriate platforms. Using the right platform will help effectively extract data that a business needs. Such platforms should also analyze massive amounts of data and produce reports that enhance decision-making.  

Another critical factor is to have a centralized repository where all authorized people in the organization can access the data.

Finally, it’s crucial to have skilled professionals in data infrastructure, data management and data analytics to evaluate and manage the data. This could either be an in-house team or outsourced.

Conclusion

Businesses that wish to remain relevant must consider datafication as part of their digital strategies. However, as datafication enters digital transformation, its successful implementation will require attention to data protection through adhering to legal requirements, technical measures such as access control, and best business practices.

Retirement Tax Planning For 2023

4 min read

Retirement Tax Planning For 2023Although you might get busy with the holiday season, don’t forget to consider ways to strengthen tax efficiencies for 2023 and beyond.

2023 Retirement Contribution Increases

Set up your accounts to automatically defer money to meet the new increases in retirement contributions next year. In 2023, you can defer up to $22,500 in a 401(k), 403(b), most 457 plans and the government’s Thrift Savings Plan. Plan participants who are age 50 and older may defer up to $30,000 next year.

Furthermore, the combined 2023 limit for Traditional and Roth IRAs is $6,500, or $7,500 if you’re age 50 or older.

If you are a business owner with a solo 401(k) plan, you may make an additional employer contribution of up to 25 percent of compensation, for a combined maximum of no more than $66,000 in 2023. Note that self-employed individuals are subject to specific calculation rules.

Investment Tax Management

If you’re bullish that the New Year will outperform the dismal investment market returns of 2022, consider repositioning assets to reduce your tax liability. One way to take advantage of this year’s poor results is to convert assets from a Traditional IRA to a Roth. While you still have to pay taxes on any earnings to date, the tab should be lower than in a year of outperformance. Going forward, any gains made under the Roth will grow and be withdrawn free of taxes. This can help lower your tax bill during retirement. It’s a good idea to do a Roth conversion while still working in order to pay capital gains without having to use money from the account. Be aware that you don’t have to convert the entire IRA balance. Assets will be reported as 2022 income, so try to convert only up to your current tax bracket.

As a general rule, it’s a good idea to spread your investment portfolio across a variety of vehicles, including taxable (brokerage), tax-deferred (employer plan) and tax-free (Roth IRA) accounts. When you retire, you can better manage your tax bill based on which accounts you draw money from each year. Conventional guidance recommends withdrawing from taxable accounts first, giving your tax-advantaged accounts more time to grow. However, another option is to make proportionate withdrawals from both taxable and non-taxed accounts for a more stable tax impact each year – that way you won’t have a higher tax bill in the latter years of retirement.

Residential Property Sales

Higher housing prices may cause some home sellers to exceed the current tax exclusion amount:

  • Exclude $250,000 from the sales profit if the seller is single or married filing separately
  • Exclude $500,000 from the sales profit if the seller is married and filing jointly

If your sales profit is higher than these exclusions, that amount may be subject to capital gains taxes. However, if you make value-added improvements to the home, keep those receipts because you may be able to add certain expenses as well as closing costs to your cost-basis – which will help reduce your tax bill.

Charitable Giving

If you are required to take distributions (RMDs) from retirement plans but don’t need the money, consider redirecting that money to a qualified charity. This tactic enables you to redirect up to $100,000/year and avoid paying taxes on those distributions. Another way to donate and receive a substantial tax break is to gift stocks with long-term appreciation to the charity of your choice. This will allow you to receive a tax deduction without having to pay capital gains taxes by selling the stock first.

If you are on the cusp of exceeding the standard deduction for your 2022 return, consider making several years’ worth of charitable donations in one year in order to exceed it and be able to itemize your return. If you don’t know where you stand for this year, consider delaying charitable gifts until next year so you can bunch them on your 2023 return. Note that for charitable donations to qualify for a deduction, they must be completed by Dec. 31 of the tax filing year.

Estate Transfer Planning

The 2023 gift tax exclusion ($12.92 million per person; $25.84 million for married couples) is scheduled to return to $6 million in 2026. Therefore, ultra-high net-worth households should consider taking advantage of this window to transfer much of their net worth by the end of 2025. Also, you may gift up to $17,000 (2023) per year per person without those amounts counting toward the gift tax exclusion limit.

Improving Federal Hiring Processes, Foreign Election Influence and Natural Disaster Protections

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S 3510, S 4254, HR 6967, S 5002, HR 8987, S3232, HR 5441, S 4524Disaster Resiliency Planning Act (S 3510) – Introduced by Sen. Gary Peters (D-MI) on Jan. 13,this Act details guidelines for federal agencies to incorporate natural disaster resilience with regard to real property asset management and investment decisions. The bill passed in the Senate on June 22, in the House on Nov. 14 and is awaiting signature by President Biden.

Disclosing Foreign Influence in Lobbying Act (S 4254) – This Act is designed to combat attempts of foreign adversaries, such as Russia and China, from trying to influence U.S. political elections. Specifically, the bill closes a loophole used to conceal lobbying efforts frequently used by the Chinese Communist Party (CCP).The bill was introduced by Sen. Chuck Grassley (R-IA) on May 18 and passed in the Senate on Sept. 29. It is currently under consideration in the House.

Chance to Compete Act of 2022 (HR 6967) – This legislation was introduced by Rep. Jody Hice (R-GA) on Jan. 25, 2021. The bipartisan bill attempts to improve the federal civil service hiring process by waiving education degree requirements. The focus would shift to an evaluation of skills, aptitude and experience. Furthermore, the bill would enable agencies to share applicant assessments and permit interviewing by subject matter experts. The bill passed in the House on Sept. 29 and is now being reviewed in the Senate.

A bill to allow for alternatives to animal testing for purposes of drug and biological product applications (S 5002) – This bipartisan bill was introduced by Sen. Rand Paul (R-KY) on Sept. 29, 2021, and was passed in the Senate on the same day. The legislation requires that certain alternatives be utilized in animal testing in order to receive an exemption from an investigation of the safety and effectiveness of a drug. Alternatives may include cell-based assays and computer models. The Act also waives the requirement of using animal studies to get a license for a biological product that is interchangeable with another biological product. The bill’s fate currently lies in the House.

Fairness for 9/11 Families Act (HR 8987) – Introduced by Rep. Jerry Nadler (D-NY) on Sept. 26, this bipartisan bill authorizes funding for catch-up payments from the United States Victims of State Sponsored Terrorism Fund. The Act passed in the House on Sept. 30 and is currently being considered in the Senate.

Stop Tip-Overs of Unstable, Risky Dressers on Youth Act (STURDY) Act (S3232) – This legislation directs the Consumer Product Safety Commission to revise the safety standards for freestanding dressers, bureaus and chests of drawers. The new manufacturing standards would require testing related to tip-overs for all products sold in the U.S. market. The bill was introduced by Sen. Robert Casey (D-PA) on Nov.18, 2021. It was passed in the Senate on Sept. 29 and is presently under consideration in the House.

Prevent All Soring Tactics (PAST) Act of 2021 (HR 5441) – Introduced on Sept. 30, 2021, by Rep. Steven Cohen (D-TN), this bill addresses soring horses. Soring is the practice of making adjustments to horses’ limbs in order to produce a higher gait for showing at horse shows, exhibitions, sales and auctions. These alterations can cause pain, distress, inflammation or lameness. Specifically, the bill seeks to expand soring regulation and enforcement by establishing a new system for soring inspections and increasing penalties for violations. The bill passed in the House on Nov. 14 and currently lies with the Senate.

Speak Out Act (S 4524) – Introduced on July 13 by Sen. Kristen Gillibrand (D-NY), this Act would waive enforcement of nondisclosure agreements (NDS) involving sexual assault or harassment disputes. The legislation would allow any survivor to share his or her story regardless of a previously signed NDA. The bill passed in the Senate on Sept. 29 and is in the House for consideration.