Appendix B: Acronym Index¶
Complete table of all acronyms and abbreviations across all 18 courses.
| Acronym | Full Term | Plain English | Course | Confused With |
|---|---|---|---|---|
| A/P | Accounts Payable | Money you owe suppliers for goods or services already received | Operational Finance | A/R |
| A/R | Accounts Receivable | Money customers owe you for goods or services already delivered | Operational Finance | A/P |
| ABC | Activity-Based Costing | Allocating overhead costs based on the actual activities that cause them, not just volume | Managerial Accounting | |
| ABP | Analysis of Business Problems | IESE's structured six-step framework for solving complex, unstructured managerial decisions | Analysis of Business Problems | |
| AD | Aggregate Demand | Total spending in the economy at each price level | Global Economics | AS |
| AI | Artificial Intelligence | Computer systems that perform tasks normally requiring human intelligence | Competitive Strategy | |
| AOCI | Accumulated Other Comprehensive Income | Running total of unrealized gains and losses that bypass the income statement, stored in equity | Financial Accounting | OCI |
| ARPU | Average Revenue Per User | How much revenue one customer generates per period on average | Marketing Management | |
| AS | Aggregate Supply | Total production in the economy at each price level | Global Economics | AD |
| AUC | Area Under the Curve | Single number (0 to 1) measuring how well a classification model separates positives from negatives | Business Analytics | |
| B2B | Business-to-Business | Commerce where both buyer and seller are companies, not individual consumers | Marketing Planning and Implementation | B2C |
| B2C | Business-to-Consumer | Commerce where a company sells directly to individual consumers | Marketing Management | B2B |
| BAV | BrandAsset Valuator | Young & Rubicam's framework rating brands on differentiation, relevance, esteem, and knowledge | Marketing Planning and Implementation | |
| BEQ | Break-Even Quantity | Number of units you must sell to cover all fixed costs exactly -- zero profit | Marketing Management | |
| BML | Build-Measure-Learn | The core feedback loop of the lean startup: build an MVP, measure results, learn, repeat | Entrepreneurship 2 | |
| BMC | Business Model Canvas | One-page visual map of the nine building blocks of a business model | Entrepreneurship 1 | |
| BOP | Balance of Payments | Record of all economic transactions between a country and the rest of the world | Global Economics | |
| BPR | Business Process Reengineering | Radically redesigning business processes from scratch rather than making incremental improvements | Operations Strategy | |
| CA | Current Account | Balance of trade in goods and services plus net transfers and factor income between countries | Global Economics | FA (Financial Account) |
| CAC | Customer Acquisition Cost | Total cost to get one new customer, including all marketing and sales expenses | Marketing Management | |
| CAPM | Capital Asset Pricing Model | Formula that estimates the return shareholders require based on risk-free rate, beta, and market premium | Corporate Finance | WACC |
| CCC | Cash Conversion Cycle | Days between paying your suppliers and collecting cash from customers (DSO + DIO - DPO) | Operational Finance | |
| CE | Certainty Equivalent | The guaranteed amount you would accept instead of taking a risky gamble | Decision Analysis | EMV |
| CFI | Cash Flow from Investing Activities | Cash spent on or received from buying and selling long-term assets and investments | Financial Accounting | CFO, CFF |
| CFF | Cash Flow from Financing Activities | Cash from issuing stock or borrowing, minus dividends and loan repayments | Financial Accounting | CFO, CFI |
| CFO | Cash Flow from Operating Activities | Cash actually generated (or consumed) by the core business operations | Financial Accounting | CFI, CFF |
| CLV | Customer Lifetime Value | Total profit a single customer generates over the entire duration of their relationship with you | Marketing Management | LTV (same thing) |
| CM | Contribution Margin | Revenue minus variable costs -- the portion of each sale available to cover fixed costs | Managerial Accounting | Gross Margin |
| CML | Capital Market Line | Line on a graph showing the best risk-return combinations when you mix a risk-free asset with the market portfolio | Corporate Finance | SML |
| COGS | Cost of Goods Sold | Direct costs of producing or purchasing the products you sold during the period | Financial Accounting | |
| COO | Chief Operating Officer | Senior executive responsible for day-to-day operations of the company | Operations Strategy | |
| CPA | Cost Per Acquisition | What you pay in advertising to acquire one customer or lead | Marketing Planning and Implementation | CAC |
| CPC | Cost Per Click | What you pay each time someone clicks on your online ad | Marketing Planning and Implementation | CPM |
| CPL | Cost Per Lead | What you pay in advertising to generate one qualified sales lead | Marketing Planning and Implementation | CPA |
| CPM | Cost Per Thousand (Mille) Impressions | Cost to show your ad 1,000 times -- the standard pricing for display advertising | Marketing Planning and Implementation | CPC |
| CRM | Customer Relationship Management | Software and strategy for managing interactions with current and potential customers | Competitive Strategy | |
| CS | Consumer Surplus | The extra value buyers get because the market price is lower than what they would have paid | Global Economics | PS |
| CSR | Corporate Social Responsibility | Voluntary actions a company takes to address social and environmental concerns beyond legal requirements | Business Ethics | CSV |
| CSV | Creating Shared Value | Finding business opportunities that simultaneously create profit and solve societal problems | Competitive Strategy | CSR |
| CT | Cycle Time | Average time between one completed unit and the next (inverse of throughput) | Operations Management | TT |
| CTR | Click-Through Rate | Percentage of people who see your ad and actually click on it | Marketing Planning and Implementation | |
| D&A | Depreciation and Amortization | Non-cash charges that spread the cost of long-term assets over their useful lives | Operational Finance | |
| DCF | Discounted Cash Flow | Valuation method that estimates what future cash flows are worth today by discounting them back | Corporate Finance | |
| DDDM | Data-Driven Decision-Making | Using analytics and data alongside human judgment to make business decisions | Business Analytics | |
| DIO | Days Inventory Outstanding | Average number of days inventory sits in the warehouse before being sold | Operational Finance | DSO, DPO |
| DL | Deadweight Loss | Value destroyed when taxes or regulations prevent trades that would have benefited both buyer and seller | Global Economics | |
| DMP | Decision-Making Process | The sequence of stages a buyer moves through: pre-purchase, purchase, and post-purchase | Marketing Management | DMU |
| DMU | Decision-Making Unit | All the people who influence or participate in a purchase decision | Marketing Management | DMP |
| DPO | Days Payable Outstanding | Average number of days before you pay your suppliers | Operational Finance | DSO, DIO |
| DSO | Days Sales Outstanding | Average number of days before customers pay you | Operational Finance | DPO, DIO |
| DTA | Deferred Tax Asset | Future tax savings because you paid more tax now than the books required | Financial Accounting | DTL |
| DTC | Direct-to-Consumer | Selling directly to end customers without intermediaries like wholesalers or retailers | Marketing Planning and Implementation | |
| DTL | Deferred Tax Liability | Future tax bill because you paid less tax now than the books required | Financial Accounting | DTA |
| DV | Dependent Variable | The outcome you are trying to predict or explain in a statistical model | Business Analytics | IV |
| EBIT | Earnings Before Interest and Taxes | Operating profit -- how much the business earns before financing costs and taxes | Operational Finance | EBITDA |
| EBITDA | Earnings Before Interest, Taxes, Depreciation, and Amortization | Rough proxy for operating cash flow; adds back non-cash charges to EBIT | Operational Finance | EBIT |
| ECB | European Central Bank | The central bank that sets monetary policy for all countries using the euro | Global Economics | |
| ECF | Equity Cash Flow | Cash available to shareholders after all expenses, taxes, and debt payments | Corporate Finance | FCF |
| ECTS | European Credit Transfer and Accumulation System | Standardized credit system used in European higher education to measure coursework | Entrepreneurship 2 | |
| EDLP | Everyday Low Pricing | Retail pricing strategy of keeping prices consistently low rather than running frequent promotions | Operations Strategy | |
| EMV | Expected Monetary Value | Probability-weighted average of all possible dollar outcomes of a decision | Decision Analysis | CE |
| EOQ | Economic Order Quantity | The order size that minimizes total ordering plus holding costs for inventory | Operations Management | |
| EPS | Earnings Per Share | Net income divided by the number of shares outstanding -- the most watched metric by analysts | Financial Accounting | |
| ESG | Environmental, Social, and Governance | Framework for measuring a company's impact on the environment, society, and corporate governance | Business Ethics | CSR |
| EU | Expected Utility | Probability-weighted average of the personal satisfaction from all possible outcomes | Decision Analysis | EMV |
| EV | Enterprise Value | Total value of a company's operations: equity value plus net debt | Corporate Finance | |
| EV/EBITDA | Enterprise Value to EBITDA | Valuation multiple comparing a company's total value to its operating cash flow proxy | Corporate Finance | P/E |
| EVA | Economic Value Added | Operating profit minus a charge for all capital used; measures whether the business creates or destroys value | Managerial Accounting | RI |
| EVC | Economic Value to the Customer | Maximum price a rational customer would pay, equal to the reference price plus life cycle savings | Marketing Management | WTP |
| EVII | Expected Value of Imperfect Information | How much a real-world (flawed) information source is worth before making a decision | Decision Analysis | EVPI |
| EVPI | Expected Value of Perfect Information | Maximum you should ever pay for information, assuming it is 100% accurate | Decision Analysis | EVII |
| FA (Fin) | Financial Account | Net flow of investment capital between a country and the rest of the world | Global Economics | CA |
| FA (Ops) | Fixed Assets | Long-term productive assets: property, plant, equipment, and intangibles | Operational Finance | NFO |
| FCF | Free Cash Flow | Cash the business generates after paying for operations and capital expenditures, available to all investors | Corporate Finance | ECF |
| FG | Finished Goods | Completed products sitting in inventory, ready to be sold | Financial Accounting | RM, WIP |
| FIFO | First In, First Out | Inventory method that assumes the oldest items are sold first, showing higher profits when prices rise | Financial Accounting | LIFO, WAC |
| FN | False Negative | A case the model incorrectly predicted as negative when it was actually positive -- a missed target | Business Analytics | FP |
| FOR | Frame of Reference | The product category or set of competitors against which a brand positions itself | Marketing Management | |
| FP | False Positive | A case the model incorrectly predicted as positive when it was actually negative -- a false alarm | Business Analytics | FN |
| FVOCI | Fair Value Through Other Comprehensive Income | Accounting method where asset value changes go to equity (OCI) instead of the income statement | Financial Accounting | FVTPL |
| FVTPL | Fair Value Through Profit or Loss | Accounting method where asset value changes flow directly through the income statement | Financial Accounting | FVOCI |
| FX | Foreign Exchange | The market where currencies are bought and sold | Global Economics | |
| GAAP | Generally Accepted Accounting Principles | US accounting standards governing how companies prepare financial statements | Financial Accounting | IFRS |
| GDP | Gross Domestic Product | Total market value of all final goods and services produced in an economy over a period | Global Economics | |
| GMROI | Gross Margin Return on Inventory | Gross margin earned divided by average inventory invested -- measures inventory productivity | Operations Strategy | |
| GRP | Gross Rating Points | Measure of total advertising exposure: reach times frequency | Marketing Planning and Implementation | |
| IFRS | International Financial Reporting Standards | Global accounting standards used in most countries outside the US | Financial Accounting | GAAP (US) |
| IP | Intellectual Property | Legal protections for creations of the mind: patents, trademarks, copyrights, trade secrets | Operations Strategy | |
| IPO | Initial Public Offering | The first time a company sells shares of stock to the public | Corporate Finance | SEO (Seasoned Equity Offering) |
| IRR | Internal Rate of Return | The discount rate that makes a project's NPV exactly zero -- represents the project's annualized return | Corporate Finance | NPV |
| IV | Independent Variable | A predictor or input variable in a statistical model | Business Analytics | DV |
| JIT | Just-in-Time | Manufacturing approach of producing only what is needed, when it is needed, to minimize inventory | Operations Strategy | |
| JTBD | Jobs-to-Be-Done | Framework that defines customer needs by the progress they are trying to make, not the products they buy | Entrepreneurship 2 | |
| KPI | Key Performance Indicator | A measurable value that tracks how effectively an objective is being achieved | Business Analytics | |
| LBO | Leveraged Buyout | Acquiring a company using mostly borrowed money, where the target's own cash flows service the debt | Corporate Finance | |
| LIFO | Last In, First Out | Inventory method that assumes the newest items are sold first, lowering profits and taxes when prices rise; prohibited under IFRS | Financial Accounting | FIFO, WAC |
| LLM | Large Language Model | AI system trained on massive text data to generate and understand human language | Competitive Strategy | |
| LOCOM | Lower of Cost or Market | Accounting rule requiring inventory to be written down if market value falls below cost | Financial Accounting | NRV |
| LRAS | Long-Run Aggregate Supply | Vertical line at an economy's maximum sustainable output, unaffected by the price level | Global Economics | SRAS |
| LT Debt | Long-Term Debt | Borrowings with maturity greater than 12 months | Operational Finance | |
| LTV | Lifetime Value | Total profit a customer generates over their entire relationship (same as CLV) | Entrepreneurship 1 | CLV (same thing) |
| MBC | Management by Competences | Managing by evaluating both results (the whats) and behaviors and skills (the hows) | Leadership | MBO |
| MBO | Management by Objectives | Managing by evaluating only results and target achievement | Leadership | MBC |
| ML | Machine Learning | Subset of AI where algorithms learn patterns from data without being explicitly programmed | Operations Strategy | AI |
| MM | Modigliani-Miller | Theory that in perfect markets, how a company finances itself does not affect its total value | Corporate Finance | |
| MOIC | Multiple on Invested Capital | Total cash returned divided by total cash invested -- a 3x MOIC means you tripled your money | Corporate Finance | IRR |
| MRP | Material Requirements Planning | System that calculates what materials are needed, how many, and when, based on production schedules | Operations Management | |
| MVP | Minimum Viable Product | The smallest experiment you can build to test your riskiest business assumption and learn from it | Entrepreneurship 1 | |
| NBV | Net Book Value | An asset's original cost minus all depreciation and impairment charged so far | Financial Accounting | NRV |
| NCI | Noncontrolling Interests | Equity claims of minority shareholders in subsidiaries; shown in the equity section of consolidated statements | Financial Accounting | |
| NFO | Need of Funds for Operations | Cash trapped in daily operations: operating cash + receivables + inventory minus payables | Operational Finance | WC, WCR, NWC |
| NOPAT | Net Operating Profit After Taxes | Operating income multiplied by (1 minus the tax rate); used in EVA calculations | Managerial Accounting | EBIT |
| NPD | New Product Development | The process of bringing a new product from concept to market | Operations Strategy | |
| NPS | Net Promoter Score | Single metric measuring customer loyalty by asking how likely they are to recommend you | Marketing Management | |
| NPV | Net Present Value | The present value of future cash flows minus the initial investment; positive NPV means the project creates value | Corporate Finance | IRR |
| NRV | Net Realizable Value | Expected selling price minus costs to complete and sell; used as "market" in the LOCOM test under IFRS | Financial Accounting | NBV |
| NVC | Non-Verbal Communication | All communication beyond words: gestures, posture, eye contact, vocal tone | Communication | |
| NWC | Net Working Capital | Alternative name for NFO used in some textbooks | Operational Finance | NFO, WCR |
| NX | Net Exports | Exports minus imports -- the trade balance component of GDP | Global Economics | |
| OBT | Outcome-Based Theory | IESE's motivation theory analyzing four types of consequences from a person's interactions with their environment | Leadership | |
| OCI | Other Comprehensive Income | Revenues and expenses that bypass the income statement and go directly to equity | Financial Accounting | AOCI |
| OE | Operational Effectiveness | Performing the same activities as competitors but doing them better -- faster, cheaper, fewer defects | Competitive Strategy | |
| OLS | Ordinary Least Squares | The standard regression method that minimizes the sum of squared prediction errors | Business Analytics | |
| P/E | Price-to-Earnings Ratio | Stock price divided by earnings per share -- the most common equity valuation multiple | Corporate Finance | EV/EBITDA |
| PE | Private Equity | Investment firms that acquire companies (often using leverage), improve them, and sell for profit | Corporate Finance | VC |
| PLC | Product Life Cycle | The four stages a product passes through: introduction, growth, maturity, and decline | Marketing Management | |
| POD | Point of Differentiation | The unique benefit that sets a brand apart from its competitors in the customer's mind | Marketing Management | |
| POS | Point of Sale | The location or system where a retail transaction occurs; also the data captured at that moment | Operations Strategy | |
| PP&E | Property, Plant, and Equipment | Physical long-term assets used in operations: buildings, machinery, vehicles, land | Financial Accounting | FA |
| PS | Producer Surplus | The extra value sellers get because the market price is higher than the minimum they would have accepted | Global Economics | CS |
| PV | Present Value | What a future cash flow is worth today after discounting at the appropriate rate | Corporate Finance | NPV |
| QE | Quantitative Easing | Central bank purchases of long-term assets to push down long-term interest rates when short-term rates hit zero | Global Economics | |
| QS | Quality Score | Search engine's rating of your ad's relevance, click-through rate, and landing page experience | Marketing Planning and Implementation | |
| RBV | Resource-Based View | Strategy theory arguing that competitive advantage comes from a firm's unique resources and capabilities | Competitive Strategy | |
| RFM | Recency, Frequency, Monetary Value | Behavioral segmentation model scoring customers on how recently, how often, and how much they buy | Marketing Management | |
| RI | Residual Income | Operating income minus a capital charge (cost of capital times invested capital) | Managerial Accounting | EVA |
| RM | Raw Materials | Items in inventory awaiting use in production | Financial Accounting | WIP, FG |
| ROA | Return on Assets | Net income divided by total assets -- how well the company uses all its resources to generate profit | Financial Accounting | ROE, ROI |
| ROAS | Return on Ad Spend | Revenue generated from an ad campaign divided by the cost of that campaign | Marketing Planning and Implementation | ROI |
| ROC | Return on Customer | Level of customer engagement generated per euro invested in social media | Marketing Planning and Implementation | ROI |
| ROE | Return on Equity | Net income divided by shareholders' equity -- how well the company rewards its owners | Financial Accounting | ROA, ROIC |
| ROI | Return on Investment | Operating income divided by invested capital -- general measure of investment performance | Managerial Accounting | ROE, ROA |
| ROO | Return on Objectives | How well a social media campaign meets the specific strategic goals you set for it | Marketing Planning and Implementation | ROAS |
| ROP | Reorder Point | Inventory level at which you should place a new order to avoid running out | Operations Management | |
| ROS | Return on Sales | Net profit divided by sales -- how much profit you keep from each euro of revenue | Operational Finance | |
| RP (DA) | Risk Premium (Decision Analysis) | EMV minus CE: the amount of expected value you sacrifice to eliminate risk from a gamble | Decision Analysis | RP (Ops Mgmt) |
| RP (Ops) | Review Period | Time between consecutive inventory checks in a periodic review system | Operations Management | RP (DA) |
| RPA | Robotic Process Automation | Software that automates routine, rule-based tasks previously done by humans | Operations Strategy | |
| RRP | Recommended Retail Price | The price a manufacturer suggests retailers charge consumers | Marketing Planning and Implementation | |
| SAFE | Simple Agreement for Future Equity | Startup financing instrument that converts to equity at a future priced funding round | Entrepreneurship 2 | |
| SAM | Serviceable Addressable Market | The portion of TAM that your business model can realistically reach and serve | Marketing Management | TAM, SOM |
| SE | Standard Error | Measure of how much a statistical estimate would vary across different random samples | Business Analytics | |
| SEM | Search Engine Marketing | Paying for sponsored ad links to appear at the top of search engine results | Marketing Planning and Implementation | SEO |
| SEO (Mkt) | Search Engine Optimization | Techniques to make your website rank higher in free, organic search results | Marketing Planning and Implementation | SEM |
| SEO (Fin) | Seasoned Equity Offering | A new stock issuance by a company that already has publicly traded shares | Corporate Finance | IPO |
| SG&A | Selling, General, and Administrative | Indirect operating costs: sales force, marketing, headquarters, legal, HR | Financial Accounting | COGS |
| SKU | Stock Keeping Unit | A unique identifier for each distinct product or item in inventory | Operations Strategy | |
| SML | Security Market Line | Graph showing the CAPM relationship between expected return and beta for individual securities | Corporate Finance | CML |
| SMM | Social Media Marketing | Using social media platforms to promote products, build brand awareness, and engage customers | Marketing Planning and Implementation | SMO |
| SMO | Social Media Optimization | Adding share buttons, reviews, and social plug-ins to your website to encourage social sharing | Marketing Planning and Implementation | SMM |
| SOM | Serviceable Obtainable Market | The slice of SAM you can realistically capture in the near term given current resources | Marketing Management | SAM, TAM |
| SOV | Share of Voice | A brand's advertising spending as a percentage of total category advertising spending | Marketing Management | SOM |
| SRAS | Short-Run Aggregate Supply | Upward-sloping curve showing total output when wages are sticky and have not yet adjusted to price changes | Global Economics | LRAS |
| SS | Safety Stock | Extra inventory held as a buffer against unexpected demand during the vulnerable period | Operations Management | |
| SSR | Sum of Squared Residuals | Total of all squared prediction errors; the quantity that regression minimizes | Business Analytics | |
| STP | Segmentation, Targeting, Positioning | The three-step process of dividing a market, choosing whom to serve, and deciding how to be perceived | Marketing Management | |
| TAM | Total Addressable Market | The total revenue opportunity if you captured 100% of the market | Marketing Management | SAM, SOM |
| TCO | Total Cost of Ownership | Full cost of owning a product over its entire life: purchase price plus setup, operations, maintenance, and disposal | Marketing Management | EVC |
| TN | True Negative | A case the model correctly predicted as negative -- correctly cleared | Business Analytics | FN |
| TP (Analytics) | True Positive | A case the model correctly predicted as positive -- correctly caught | Business Analytics | FP |
| TP (Acctg) | Transfer Price | The price charged by one division of a company to another for an internal transaction | Managerial Accounting | |
| TR | Tax Revenue | Total tax collected by the government: tax rate times the quantity still traded after the tax | Global Economics | |
| TT | Throughput Time | Total time an item spends in the system from entry to exit, including all waits | Operations Management | CT |
| UX | User Experience | How easy, intuitive, and satisfying a product or website is to use | Marketing Planning and Implementation | |
| VAT | Value Added Tax | Consumption tax added at each stage of production; the end consumer bears the full cost | Financial Accounting | |
| VC | Venture Capital | Financing provided to early-stage, high-potential startups in exchange for equity | Entrepreneurship 1 | PE |
| VIF | Variance Inflation Factor | Diagnostic number measuring how much multicollinearity inflates a regression coefficient's uncertainty; VIF above 5 is a warning | Business Analytics | |
| VMI | Vendor-Managed Inventory | Arrangement where the supplier manages the retailer's inventory levels and replenishment | Operations Strategy | |
| VP | Vulnerable Period | Time window that safety stock must cover: lead time plus review period | Operations Management | |
| VPC | Value Proposition Canvas | Tool mapping customer jobs, pains, and gains against your product's pain relievers and gain creators | Entrepreneurship 2 | BMC |
| VRIS | Value, Rarity, Imitability, Substitutability | Systematic test for whether a resource can sustain competitive advantage; also called VRIO or VRIN | Competitive Strategy | |
| WAC | Weighted Average Cost | Inventory method assigning the average cost of all units to both COGS and ending inventory | Financial Accounting | FIFO, LIFO |
| WACC | Weighted Average Cost of Capital | Blended cost of all a company's financing (equity and debt), used as the discount rate for FCF | Corporate Finance | CAPM, Cost of Equity |
| WC | Working Capital | Equity plus long-term debt minus fixed assets; the permanent financing available to fund daily operations | Operational Finance | NFO, NWC |
| WCR | Working Capital Requirements | Alternative name for NFO used in some textbooks | Operational Finance | NFO, NWC |
| WIP | Work-in-Process | Items that have entered the production system but have not yet been completed | Operations Management | FG, RM |
| WTP | Willingness to Pay | The absolute maximum price a buyer would pay for a product -- a theoretical ceiling, not the actual price | Competitive Strategy | EVC |
| ZLB | Zero Lower Bound | The constraint that nominal interest rates cannot be cut below zero, limiting conventional monetary policy | Global Economics | QE |