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Data Update 1 for 2025: The Draw (and Danger) of Data

Musings on Markets

In corporate finance and investing, which are areas that I work in, I find myself doing double takes as I listen to politicians, market experts and economists making statements about company and market behavior that are fairy tales, and data is often my weapon for discerning the truth. Insider, CEO & Institutional holdings 2.

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Data Update 4 for 2021: The Hurdle Rate Question!

Musings on Markets

What is a hurdle rate for a business? In this post, I will start by looking at the role that hurdle rates play in running a business, with the consequences of setting them too high or too low, and then look at the fundamentals that should cause hurdle rates to vary across companies. What is a hurdle rate?

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Musings on Markets: Data Update 5 for 2022: The Bottom Line!

CFO News Room

The question of whether a company is making or losing money should be a simple one to answer, especially in an age where accounting statements are governed by a myriad of rules, and a legion of number-crunchers follow these rules to report profits generated by a firm. The numbers yield interesting insights. .

Marketing 130
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Data Update 7 for 2025: The End Game in Business!

Musings on Markets

In this post, I will focus on how companies around the world, and in different sectors, performed on their end game of delivering profits, by first focusing on profitability differences across businesses, then converting profitability into returns, and comparing these returns to the hurdle rates that I talked about in my last data update post.

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Musings on Markets: Data Update 1 for 2023: Setting the table!

CFO News Room

Counter made-up numbers : It remains true that people (analysts, market experts, politicians) often make assertions based upon either incomplete or flawed data, or no data at all. Data universe : In my sample, I include all publicly traded firms with market capitalizations that exceed zero, traded anywhere in the world.

Marketing 130
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Data Update 5 for 2024: Profitability - The End Game for Business?

Musings on Markets

In my last three posts, I looked at the macro (equity risk premiums, default spreads, risk free rates) and micro (company risk measures) that feed into the expected returns we demand on investments, and argued that these expected returns become hurdle rates for businesses, in the form of costs of equity and capital.

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Data Update 5 for 2022: The Bottom Line!

Musings on Markets

Measuring Profitability The question of whether a company is making or losing money should be a simple one to answer, especially in an age where accounting statements are governed by a myriad of rules, and a legion of number-crunchers follow these rules to report profits generated by a firm. The numbers yield interesting insights.