AICPA Town Hall Series – July 22 Edition
Amazon is on track to become the largest company in the world as measured by revenue.Amazon currently generates revenue from 6 sources:(1) online stores (2) physical stores(3) commissions from third-party sellers(4) sales of Prime members(5) advertising(6) AWS (Amazon Web Services)— Edspira is the creation of Michael McLaughlin, who went from teenage homelessness to a PhD. Edspira’s mission is to make a high-quality business education accessible to all people.— SUBSCRIBE FOR A FREE 53-PAGE GUIDE TO THE FINANCIAL STATEMENTS* http://eepurl.com/dIaa5z— LISTEN TO THE SCHEME PODCAST* Apple Podcasts: https://podcasts.apple.com/us/podcast/scheme/id1522352725* Spotify: https://open.spotify.com/show/4WaNTqVFxISHlgcSWNT1kc* Website: https://www.edspira.com/podcast-2/ — CONNECT WITH EDSPIRA* Website: https://www.edspira.com* Blog: https://www.edspira.com/blog/ * Facebook page: https://www.facebook.com/Edspira* Facebook group: https://www.facebook.com/groups/561316587899818//* Reddit: https://www.reddit.com/r/edspira* LinkedIn: https://www.linkedin.com/company/edspira— CONNECT WITH MICHAEL* Website: http://www.MichaelMcLaughlin.com* LinkedIn: https://www.linkedin.com/in/prof-michael-mclaughlin * Twitter: https://www.twitter.com/Prof_McLaughlin* Facebook: https://www.facebook.com/prof.michael.mclaughlin* Snapchat: https://www.snapchat.com/add/prof_mclaughlin*Twitch: https://twitch.tv/prof_mclaughlin * Instagram: https://www.instagram.com/prof_mclaughlin*TikTok: https://www.tiktok.com/@prof_mclaughlin
I’ll be releasing a video series on asset-liability management (ALM) for banks. After that I’ll be releasing a series of U.S. tax videos along with some videos for the CPA and CMA exam.— Edspira is the creation of Michael McLaughlin, who went from teenage homelessness to a PhD. Edspira’s mission is to make a high-quality business education accessible to all people.— SUBSCRIBE FOR A FREE 53-PAGE GUIDE TO THE FINANCIAL STATEMENTS* http://eepurl.com/dIaa5z— LISTEN TO THE SCHEME PODCAST* Apple Podcasts: https://podcasts.apple.com/us/podcast/scheme/id1522352725* Spotify: https://open.spotify.com/show/4WaNTqVFxISHlgcSWNT1kc* Website: https://www.edspira.com/podcast-2/ — CONNECT WITH EDSPIRA* Website: https://www.edspira.com* Blog: https://www.edspira.com/blog/ * Facebook page: https://www.facebook.com/Edspira* Facebook group: https://www.facebook.com/groups/561316587899818//* Reddit: https://www.reddit.com/r/edspira* LinkedIn: https://www.linkedin.com/company/edspira— CONNECT WITH MICHAEL* Website: http://www.MichaelMcLaughlin.com* LinkedIn: https://www.linkedin.com/in/prof-michael-mclaughlin * Twitter: https://www.twitter.com/Prof_McLaughlin* Facebook: https://www.facebook.com/prof.michael.mclaughlin* Snapchat: https://www.snapchat.com/add/prof_mclaughlin*Twitch: https://twitch.tv/prof_mclaughlin * Instagram: https://www.instagram.com/prof_mclaughlin*TikTok: https://www.tiktok.com/@prof_mclaughlin
As part of the financial due diligence in buying a company, buyers will sometimes hire a third party to perform a quality of earnings analysis. More recently, it’s becoming common for the seller to hire someone to issue a quality of earnings report as well. If you’re buying or investing, it’s called a “buy-side quality of earnings report.”If you’re selling the business, it’s a “sell-side quality of earnings report.”So why would a seller want a quality of earnings report? There are several reasons: 1. To increase the purchase price2. To increase the chance of the deal closing3. To reduce the risk of litigationLet’s start with the purchase price. If the seller gets a QoE report that shows the company has clean accounting and no issues, this will reduce uncertainty among potential buyers. Less uncertainty means more bidders, and more bidders means a higher purchase price. Also: the main purpose of a QoE report is to adjust EBITDA. But do you think the buy-side QoE team is going to be arguing for lots of adjustments to increase EBITDA? No, that would cause the buyer to have to pay more. A sell-side QoE team can thus argue for upward adjustments to EBITDA where they are appropriate. Next, let’s talk about the deal closing. A sell-side QoE can uncover any accounting problems so they can be ironed out before the company starts shopping itself to buyers. The last thing you want is for a deal to fall apart during the due diligence phase because the buyer discovers the EBITDA has been significantly overstated. A sell-side QoE report will also reduce the time it takes for the deal to close, because the seller will already have all the contracts and other documents in place when it comes time for the buy-side QoE. The selling company’s management will also be prepared for the QoE, having already gone through the process once. The buy-side QoE will thus go more quickly and the deal can close faster.Finally, let’s discuss litigation. A sell-side QoE team can help with negotiations and drafting the purchase agreement. Lawsuits can occur after a deal if there’s a disagreement about how much working capital the company would need. The sell-side QoE team can help the seller’s legal team foresee such issues and draft a clear, ironclad purchase agreement. — Edspira is the creation of Michael McLaughlin, who went from teenage homelessness to a PhD. Edspira’s mission is to make a high-quality business education accessible to all people.— SUBSCRIBE FOR A FREE 53-PAGE GUIDE TO THE FINANCIAL STATEMENTS* http://eepurl.com/dIaa5z— LISTEN TO THE SCHEME PODCAST* Apple Podcasts: https://podcasts.apple.com/us/podcast/scheme/id1522352725* Spotify: https://open.spotify.com/show/4WaNTqVFxISHlgcSWNT1kc* Website: https://www.edspira.com/podcast-2/ — CONNECT WITH EDSPIRA* Website: https://www.edspira.com* Blog: https://www.edspira.com/blog/ * Facebook page: https://www.facebook.com/Edspira* Facebook group: https://www.facebook.com/groups/561316587899818//* Reddit: https://www.reddit.com/r/edspira* LinkedIn: https://www.linkedin.com/company/edspira— CONNECT WITH MICHAEL* Website: http://www.MichaelMcLaughlin.com* LinkedIn: https://www.linkedin.com/in/prof-michael-mclaughlin * Twitter: https://www.twitter.com/Prof_McLaughlin* Facebook: https://www.facebook.com/prof.michael.mclaughlin* Snapchat: https://www.snapchat.com/add/prof_mclaughlin*Twitch: https://twitch.tv/prof_mclaughlin * Instagram: https://www.instagram.com/prof_mclaughlin*TikTok: https://www.tiktok.com/@prof_mclaughlin
Buyers sometimes have a quality of earnings analysis performed as part of the due diligence process when they’re acquiring a company. The quality of earnings report usually focuses on adjustments to the seller’s EBITDA, but it can also analyze the seller’s working capital. Specifically, a quality of earnings analysis can estimate the amount of working capital the buyer will need to inject when it acquires the firm.Why does this matter? Some deals are “cash free/debt free” which means the seller:(1) Keeps all the unrestricted cash of the selling company(2) Pays the debt of the selling companyIf the seller is going to keep the cash, this means the buyer will need to provide working capital once it takes over the firm.And the amount of working capital needed affects the purchase price. Thus, it’s all about valuation. If the quality of earnings report says the buyer will need to provide twice the amount of working capital it thought it would need, you better believe the buyer is going to try and negotiate the price downward (or back out of the deal). Thus, a good quality of earnings analysis can not only identify issues with the seller’s earnings, but also catch any potential surprises regarding the working capital that will be needed.Catching such issues before the deal closes can prevent buyer’s remorse. — Edspira is the creation of Michael McLaughlin, who went from teenage homelessness to a PhD. Edspira’s mission is to make a high-quality business education accessible to all people.— SUBSCRIBE FOR A FREE 53-PAGE GUIDE TO THE FINANCIAL STATEMENTS* http://eepurl.com/dIaa5z— LISTEN TO THE SCHEME PODCAST* Apple Podcasts: https://podcasts.apple.com/us/podcast/scheme/id1522352725* Spotify: https://open.spotify.com/show/4WaNTqVFxISHlgcSWNT1kc* Website: https://www.edspira.com/podcast-2/ — CONNECT WITH EDSPIRA* Website: https://www.edspira.com* Blog: https://www.edspira.com/blog/ * Facebook page: https://www.facebook.com/Edspira* Facebook group: https://www.facebook.com/groups/561316587899818//* Reddit: https://www.reddit.com/r/edspira* LinkedIn: https://www.linkedin.com/company/edspira— CONNECT WITH MICHAEL* Website: http://www.MichaelMcLaughlin.com* LinkedIn: https://www.linkedin.com/in/prof-michael-mclaughlin * Twitter: https://www.twitter.com/Prof_McLaughlin* Facebook: https://www.facebook.com/prof.michael.mclaughlin* Snapchat: https://www.snapchat.com/add/prof_mclaughlin*Twitch: https://twitch.tv/prof_mclaughlin * Instagram: https://www.instagram.com/prof_mclaughlin*TikTok: https://www.tiktok.com/@prof_mclaughlin
The purpose of the quality of earnings analysis is to make adjustments to the seller’s EBITDA so the buyer has a full understanding of the company’s financial performance.A variety of adjustments can be made to EBITDA, but they can be grouped into 3 categories:1. Nonrecurring/nonoperational adjustments2. Pro forma/normalizing adjustments3. Accounting adjustmentsNonrecurring (or nonoperational) adjustments remove the effects of one-time gains or losses. This could include:• Asset impairments• Gains or losses from the disposal of fixed assets• Restructuring costs (e.g., lease termination fees, severance costs)Pro forma/normalizing adjustments update historical revenues/expenses to reflect recent changes. For example, what if the cost of rent, salaries, or raw materials recently increased? This wouldn’t be reflected in historical financial statements since accounting is backward-looking, but these changes would affect the company’s profit going forward. Thus, EBITDA should be adjusted to reflect these higher costs.Accounting adjustments can occur for a variety of reasons. If the company is a small firm, it’s possible they use cash-basis accounting. Thus, the seller’s EBITDA can be adjusted to be consistent with accrual accounting. Accounting adjustments might also need to be made if the company incorrectly applied accounting principles, perhaps by capitalizing costs that should have been expensed or improperly recognizing revenue to inflate profits. A good QoE analysis will catch these issues and adjust the seller’s EBITDA accordingly. — Edspira is the creation of Michael McLaughlin, who went from teenage homelessness to a PhD. Edspira’s mission is to make a high-quality business education accessible to all people.— SUBSCRIBE FOR A FREE 53-PAGE GUIDE TO THE FINANCIAL STATEMENTS* http://eepurl.com/dIaa5z— LISTEN TO THE SCHEME PODCAST* Apple Podcasts: https://podcasts.apple.com/us/podcast/scheme/id1522352725* Spotify: https://open.spotify.com/show/4WaNTqVFxISHlgcSWNT1kc* Website: https://www.edspira.com/podcast-2/ — CONNECT WITH EDSPIRA* Website: https://www.edspira.com* Blog: https://www.edspira.com/blog/ * Facebook page: https://www.facebook.com/Edspira* Facebook group: https://www.facebook.com/groups/561316587899818//* Reddit: https://www.reddit.com/r/edspira* LinkedIn: https://www.linkedin.com/company/edspira— CONNECT WITH MICHAEL* Website: http://www.MichaelMcLaughlin.com* LinkedIn: https://www.linkedin.com/in/prof-michael-mclaughlin * Twitter: https://www.twitter.com/Prof_McLaughlin* Facebook: https://www.facebook.com/prof.michael.mclaughlin* Snapchat: https://www.snapchat.com/add/prof_mclaughlin*Twitch: https://twitch.tv/prof_mclaughlin * Instagram: https://www.instagram.com/prof_mclaughlin*TikTok: https://www.tiktok.com/@prof_mclaughlin
When buying a company, some investors hire a third party to create a quality of earnings report (QoE). It’s part of the financial due diligence, and helps the buyer better understand the seller’s financial performance.But you might be wondering: why would someone commission a QoE analysis if the seller’s financial statements have already been audited?The reason is that a QoE analysis and an audit are not the same thing. They differ in terms of their purpose, scope, and procedures PurposeThe purpose of an audit is to provide reasonable assurance that the financial statements are free from material misstatement. The auditor is trying to determine whether the financial statements conform with the relevant accounting standards, such as IFRS or U.S. GAAP. The purpose of a QoE analysis is to make adjustments to the seller’s EBITDA so it accurately reflects the seller’s financial performance. For example, it’s possible that 90% of the seller’s EBITDA was due to a one-time gain that isn’t going to recur. If you’re the buyer you’d want to know this, as it affects the amount you’d be willing to pay for the company. But an audit isn’t going to raise issues about this provided the accounting confirms to the appropriate accounting rules.Thus, an audit is about making sure the financials conform to accounting principles, while a QoE analysis is about making sure the buyer doesn’t overpay for the company and end up with buyer’s remorse. ScopeIn terms of scope, an audit usually covers the most recent two fiscal years. A QoE analysis might cover the past fiscal year or two, but it will also cover anything that happened in the interm period after the last fiscal year end. Thus, if you commission a QoE report on July 1, 2021 for a company that operates on a calendar year basis, its most recent audit will cover the year ended December 31, 2020. But a QoE report will cover not just 2020, but everything that happened during the first six months of 2021.ProceduresIn terms of procedures, the auditors are going to test the company’s internal controls, confirm account balances with third parties, and perform analytical procedures to identify irregularities. They’ll do things like physically count inventory and mail confirmations to customers. This is a very involved process, and for some firms it can take months. A QoE analysis, on the other hand, can be performed in just a few weeks. There won’t be any counting of inventory; instead, you’ll have an in-depth analysis of the selling company’s financials to determine:• Has the company been too aggressive in its accounting• Has the company lost any key customers• To what extent is profit driven by one-time, nonrecurring transactions• To what extent is profit driven by noncash sales• What is the adjusted EBITDA, and how does this differ from the EBITDA reported by the sellerThus, you should view a QoE analysis as a complement to an audit.They both have value, but they’re conducted for different reasons and yield different results.— Edspira is the creation of Michael McLaughlin, who went from teenage homelessness to a PhD. Edspira’s mission is to make a high-quality business education accessible to all people.— SUBSCRIBE FOR A FREE 53-PAGE GUIDE TO THE FINANCIAL STATEMENTS* http://eepurl.com/dIaa5z— LISTEN TO THE SCHEME PODCAST* Apple Podcasts: https://podcasts.apple.com/us/podcast/scheme/id1522352725* Spotify: https://open.spotify.com/show/4WaNTqVFxISHlgcSWNT1kc* Website: https://www.edspira.com/podcast-2/ — CONNECT WITH EDSPIRA* Website: https://www.edspira.com* Blog: https://www.edspira.com/blog/ * Facebook page: https://www.facebook.com/Edspira* Facebook group: https://www.facebook.com/groups/561316587899818//* Reddit: https://www.reddit.com/r/edspira* LinkedIn: https://www.linkedin.com/company/edspira— CONNECT WITH MICHAEL* Website: http://www.MichaelMcLaughlin.com* LinkedIn: https://www.linkedin.com/in/prof-michael-mclaughlin * Twitter: https://www.twitter.com/Prof_McLaughlin* Facebook: https://www.facebook.com/prof.michael.mclaughlin* Snapchat: https://www.snapchat.com/add/prof_mclaughlin*Twitch: https://twitch.tv/prof_mclaughlin * Instagram: https://www.instagram.com/prof_mclaughlin*TikTok: https://www.tiktok.com/@prof_mclaughlin
A Quality of Earnings Report (QoE) is part of the due diligence in an acquisition or a merger. When you acquire a company, you want confidence in their financial figures. Their financials affect the amount you’re willing to pay, and whether you want to go through with the deal. Thus, the buyer (and in some cases the seller) can hire a third party to inspect the financial statements of the company selling its business.The goal is to understand:• The extent to which earnings are cash or noncash• The extent to which earnings are recurring or nonrecurring• The extent to which earnings are the result of aggressive accountingThe buyer wants to know the seller’s adjusted EBITDA, because valuation is often expressed as a multiple of EBITDA. To determine the adjusted EBITDA, a QoE analysis would look for:• Improper revenue recognition• Improper capitalization of expenses• Unsupported changes to allowance accounts• Non-GAAP accounting• Changes in accounting methods, principles, policies, or procedures• Overstated inventory• The loss of key customers• Contingent liabilities that have not been reported• Related-party transactionsThe QoE report makes adjustments to the seller’s EBITDA based on these factors.If the QoE report finds a significant discrepancy between the EBITDA reported by the seller and the actual EBITDA, this could result in (1) a renegotiation of the purchase price or (2) the buyer walking away from the deal. While a QoE analysis usually focuses on earnings, it can also analyze topics such a free cash flow, customer retention, and working capital.Remember, the management team of the seller has an incentive to make the company look as good as possible, because they’re trying to sell the business. A QoE report tells you whether the financial situation is as good as the seller says it is.Thus, getting a QoE report is like having a mechanic inspect a used car before you buy it. — Edspira is the creation of Michael McLaughlin, who went from teenage homelessness to a PhD. Edspira’s mission is to make a high-quality business education accessible to all people.— SUBSCRIBE FOR A FREE 53-PAGE GUIDE TO THE FINANCIAL STATEMENTS* http://eepurl.com/dIaa5z— LISTEN TO THE SCHEME PODCAST* Apple Podcasts: https://podcasts.apple.com/us/podcast/scheme/id1522352725* Spotify: https://open.spotify.com/show/4WaNTqVFxISHlgcSWNT1kc* Website: https://www.edspira.com/podcast-2/ — CONNECT WITH EDSPIRA* Website: https://www.edspira.com* Blog: https://www.edspira.com/blog/ * Facebook page: https://www.facebook.com/Edspira* Facebook group: https://www.facebook.com/groups/561316587899818//* Reddit: https://www.reddit.com/r/edspira* LinkedIn: https://www.linkedin.com/company/edspira— CONNECT WITH MICHAEL* Website: http://www.MichaelMcLaughlin.com* LinkedIn: https://www.linkedin.com/in/prof-michael-mclaughlin * Twitter: https://www.twitter.com/Prof_McLaughlin* Facebook: https://www.facebook.com/prof.michael.mclaughlin* Snapchat: https://www.snapchat.com/add/prof_mclaughlin*Twitch: https://twitch.tv/prof_mclaughlin * Instagram: https://www.instagram.com/prof_mclaughlin*TikTok: https://www.tiktok.com/@prof_mclaughlin
VLOOKUP function in Excel – In this video on the VLOOKUP function in Excel, we’ll go over how to use the VLOOKUP function using an easy-to-follow example and walk through the steps to implement the formula.How to use VLOOKUP Function in Excel?——————————————–The VLOOKUP function looks for a specific value and provides a matching result using a unique identifier which is uniquely associated with all the records of the database. VLOOKUP Excel Formula:——————————————–=VLOOKUP(lookup_value, table_array, col_index_num, [range_lookup])Arguments in VLOOKUP Function:——————————————–• Lookup value: It indicates the value in the first column of a table or dataset that you want to search. • Table array: This represents the dataset or data array to be searched. • Col indexnum: This represents an integer specifying the column number of the table array from which we want to return a value.• Range lookup: This is optional. If the function does not find an exact match to the lookup value, it defines what the function should return.——————————————————————————————To know more about the VLOOKUP Function, you can go to this link: https://www.wallstreetmojo.com/vlookup-excel-function/——————————————————————————————Connect with us! LinkedIn https://www.linkedin.com/company/wallstreetmojo/mycompany/Facebook https://www.facebook.com/wallstreetmojoInstagram https://www.instagram.com/wallstreetmojoofficial/?utm_medium=copy_linkTwitter https://twitter.com/wallstreetmojoYoutube Subscribe to our channel to get new updated videos. Click the button above to subscribe or click on the link below to subscribe – https://www.youtube.com/channel/UChlNXSK2tC9SJ2Fhhb2kOUw?sub_confirmation=1
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The new CPA exam format in 2024 is going to have 3 core areas and 3 disciplines.Core areas: Accounting, Audit, and TaxDisciplines: Business Analysis and Reporting (BAR), Information Systems and Controls (ISC), Tax Compliance and Planning (TCP)To become a CPA, you’ll need to pass all 3 core areas and 1 of the disciplines.So, what’s the difference in content for the core areas versus the disciplines?The core areas test you on fundamental knowledge that any CPA should have. The disciplines, however, are a deep dive. They get into topics that only a specialist in that area would need to know.Here’s a link to the topics for each core area and discipline: https://thiswaytocpa.com/collectedmedia/files/cpa-evolution-model-curriculum.pdf— Edspira is the creation of Michael McLaughlin, who went from teenage homelessness to a PhD. Edspira’s mission is to make a high-quality business education accessible to all people.— SUBSCRIBE FOR A FREE 53-PAGE GUIDE TO THE FINANCIAL STATEMENTS* http://eepurl.com/dIaa5z— LISTEN TO THE SCHEME PODCAST* Apple Podcasts: https://podcasts.apple.com/us/podcast/scheme/id1522352725* Spotify: https://open.spotify.com/show/4WaNTqVFxISHlgcSWNT1kc* Website: https://www.edspira.com/podcast-2/ — CONNECT WITH EDSPIRA* Website: https://www.edspira.com* Blog: https://www.edspira.com/blog/ * Facebook page: https://www.facebook.com/Edspira* Facebook group: https://www.facebook.com/groups/561316587899818//* Reddit: https://www.reddit.com/r/edspira* LinkedIn: https://www.linkedin.com/company/edspira— CONNECT WITH MICHAEL* Website: http://www.MichaelMcLaughlin.com* LinkedIn: https://www.linkedin.com/in/prof-michael-mclaughlin * Twitter: https://www.twitter.com/Prof_McLaughlin* Facebook: https://www.facebook.com/prof.michael.mclaughlin* Snapchat: https://www.snapchat.com/add/prof_mclaughlin*Twitch: https://twitch.tv/prof_mclaughlin * Instagram: https://www.instagram.com/prof_mclaughlin*TikTok: https://www.tiktok.com/@prof_mclaughlin
CMA Exam Topics [Video]
The CMA exam has 2 parts covering 12 competencies.Part 1 is called Financial Planning, Performance, and Analytics. It focuses a lot on topics from managerial accounting. You’ll need to know budgeting, forecasting, variance analysis, KPIs, absorption costing versus variable costing, and how to allocate manufacturing overhead. You’ll also need to know the various cost systems: job-order costing, process costing, and activity-based costingPart 1 also covers fundamental concepts from financial accounting, like the financial statements and revenue recognition. Finally, Part 1 covers topics related to accounting information systems, corporate governance, and internal controls. Part 2 is called Strategic Financial Management. It focuses a lot on topics from corporate finance and financial statement analysis. You’ll need to know about risk and return, the cost of capital, and capital budgeting (NPV/IRR/Payback Method). You’ll also need to know about valuation, M&A, and financial ratios. But Part 2 also has some topics from managerial accounting, such as breakeven analysis, target costing, and decisions like the “make or buy” and “sell or process further” decision.Finally, Part 2 covers risk management and ethics.If you’re a college student, you’ll definitely want to review your notes from financial and managerial accounting before taking Part 1, and you’ll want to review your notes from corporate finance before taking Part 2.— Edspira is the creation of Michael McLaughlin, who went from teenage homelessness to a PhD. Edspira’s mission is to make a high-quality business education accessible to all people.— SUBSCRIBE FOR A FREE 53-PAGE GUIDE TO THE FINANCIAL STATEMENTS* http://eepurl.com/dIaa5z— LISTEN TO THE SCHEME PODCAST* Apple Podcasts: https://podcasts.apple.com/us/podcast/scheme/id1522352725* Spotify: https://open.spotify.com/show/4WaNTqVFxISHlgcSWNT1kc* Website: https://www.edspira.com/podcast-2/ — CONNECT WITH EDSPIRA* Website: https://www.edspira.com* Blog: https://www.edspira.com/blog/ * Facebook page: https://www.facebook.com/Edspira* Facebook group: https://www.facebook.com/groups/561316587899818//* Reddit: https://www.reddit.com/r/edspira* LinkedIn: https://www.linkedin.com/company/edspira— CONNECT WITH MICHAEL* Website: http://www.MichaelMcLaughlin.com* LinkedIn: https://www.linkedin.com/in/prof-michael-mclaughlin * Twitter: https://www.twitter.com/Prof_McLaughlin* Facebook: https://www.facebook.com/prof.michael.mclaughlin* Snapchat: https://www.snapchat.com/add/prof_mclaughlin*Twitch: https://twitch.tv/prof_mclaughlin * Instagram: https://www.instagram.com/prof_mclaughlin*TikTok: https://www.tiktok.com/@prof_mclaughlin