Return on equity, and how leverage can flatter it
Return on shareholders' equity measures how well a business uses its owners' money. Here is how to read it, and how debt and buybacks can make it look better than it is.
10 min read
Insights
Articles on operations, manufacturing, engineering, decision making, finance and business. Organised by subject, so you can find what matters to you.

Return on shareholders' equity measures how well a business uses its owners' money. Here is how to read it, and how debt and buybacks can make it look better than it is.
10 min read
Strong price rises do not prove a bubble. Comparing prices with earnings, rents and incomes, against history and against reason, gives the best evidence of how stretched a market is.
10 min read
Booms tempt businesses to over-expand, borrow and extrapolate demand; busts punish them for it. A practical guide to building a business that benefits from good times and survives bad ones.
10 min read
Selling well depends on how you manage yourself. A practical system for planning your week, keeping your pipeline honest and sustaining the effort sales requires.
10 min read
Many decisions are steps in a sequence. A plain-English guide to Markov decision processes, policies, value functions, discounting and dynamic programming, with business examples.
10 min read
What share buybacks and treasury stock are, why a history of buybacks can signal a strong business, and when buybacks help owners and when they do not.
10 min read
The sale is the start of the relationship, not the end. What the solidifying stage involves, why retention matters so much, and practical habits for keeping, growing and learning from customers.
10 min read
Sending a message is not the same as being understood. Why so much business communication fails, how to choose the right channel, and practical habits that make sure your message actually lands.
10 min read
How to validate automated decision systems: performance metrics, rare-event simulation, robustness to model errors, trade-off analysis, adversarial testing and responsible deployment.
10 min read
Why a company's most valuable assets, its brand and reputation, often appear nowhere on its balance sheet, and what goodwill and intangible assets do and do not tell you.
10 min read
An empathy map captures what a customer says, thinks, does and feels. How to build one from real evidence, how sales and product teams use it, and the mistakes that turn it into guesswork.
10 min read
Buffett's idea of treating shares in a great business like a bond whose interest payment rises every year, and why the price you pay still decides the outcome.
10 min read
KEVOS provides practical engineering, manufacturing, operations and project support. Describe the problem and get a clear proposal.
Get a QuoteEngineering & project enquiry support
Welcome to KEVOS. I can help identify the most relevant engineering, manufacturing, operations or project support for your requirement, explain how engagement works, and guide you to the right next step.
AI-assisted guidance based on published KEVOS information. For project scope, pricing or availability, request a quote. Please don’t share sensitive information. Privacy