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โ Dimitry Nakhla | Babylon Capitalยฎ
RT @DimitryNakhla: A sober valuation analysis on $LVMH ๐ง๐ฝโโ๏ธ
โขNTM P/E Ratio: 21.91x
โข10-Year Mean: 24.92x
โขNTM FCF Yield: 4.56%
โข10-Year Mean: 4.13%
As you can see, $LVMH appears to be trading below fair value
Going forward, investors can receive ~14% MORE in earnings per share & ~10% MORE in FCF per share ๐ง ***
Before we get into valuation, letโs take a look at why $LVMH is a high-quality business
*Financials In Euros โฌ*
BALANCE SHEETโ
โขCash & Short-Term Inv: โฌ11.29B
โขLong-Term Debt: โฌ11.33B
$LVMH has a strong balance sheet, reflected by its AA- S&P Credit Rating & 18.91x FFO Interest Coverage
RETURN ON CAPITALโ
โข2019: 16.6%
โข2020: 10.2%
โข2021: 18.9%
โข2022: 21.2%
โข2023: 21.0%
RETURN ON EQUITYโ
โข2019: 21.5%
โข2020: 12.8%
โข2021: 28.9%
โข2022: 28.0%
โข2023: 26.7%
$LVMH has excellent return metrics, highlighting the companyโs financial efficiency
REVENUESโ
โข2013: โฌ29.02B
โข2023: โฌ86.15B
โขCAGR: 11.49%
FREE CASH FLOWโ
โข2013: โฌ2.99B
โข2023: โฌ11.59B
โขCAGR: 14.50%
NORMALIZED EPSโ
โข2013: โฌ6.83
โข2023: โฌ30.33
โขCAGR: 16.07%
SHARE BUYBACKSโ
โข2013 Shares Outstanding: 503.22M
โขLTM Shares Outstanding: 500.30M
MARGINSโ
โขLTM Gross Margins: 68.8%
โขLTM Operating Margins: 26.5%
โขLTM Net Income Margins: 17.6%
***NOW TO VALUATION ๐ง
As stated above, investors can expect to receive ~14% MORE in EPS & ~10% MORE in FCF per share
Using Benjamin Grahamโs 2G rule of thumb, $LVMH has to grow earnings at a 10.95% CAGR over the next several years to justify its valuation
Today, analysts anticipate 2024 - 2025 EPS growth over the next few years to be less than (10.95%) the required growth rate:
2024E: โฌ31.56 (4.3% YoY)* Dec
2025E: โฌ35.25 (11.4% YoY)
2026E: โฌ38.15 (8.2% YoY)
So, letโs assume $LVMH ends 2026 with โฌ38.15 in EPS & see its CAGR potential (dividends included) assuming different multiples:
23x P/E: โฌ877.45๐ต โฆ ~10.0% CAGR
22x P/E: โฌ839.30๐ต โฆ ~8.1% CAGR
21x P/E: โฌ801.15๐ต โฆ ~6.2% CAGR
As you can see, weโd have to assume 23x for $LVMH to have attractive return potential & while 23x is certainly reasonable given its quality, we should be aware that $LVMH 10-Year average multiple (24.92x) is elevated a bit due to the valuation spike in 2020-2021
While $LVMH deserves to trade at a premium multiple due to its quality, Iโm hesitant to rely on 23x because I want to ensure some margin of safety
Itโs safer to rely on ~21x earnings & be pleasantly surprised with some multiple expansion (rather than have the risk of multiple compression)
Iโd prefer to be more patient & wait for a better entry price around โฌ640๐ต (11% below todays price), this way I can reasonably expect ~11% CAGR assuming a 21x multiple
$MC $LVMHF $LVMUY
#stocks #investing
___
๐๐๐๐๐๐๐๐๐๐โผ๏ธ: ๐๐ก๐ข๐ฌ ๐ข๐ฌ ๐๐๐ ๐๐ง๐ฏ๐๐ฌ๐ญ๐ฆ๐๐ง๐ญ ๐๐๐ฏ๐ข๐๐. ๐๐๐๐ฒ๐ฅ๐จ๐ง ๐๐๐ฉ๐ข๐ญ๐๐ฅยฎ ๐๐ง๐ ๐ข๐ญ๐ฌ ๐ซ๐๐ฉ๐ซ๐๐ฌ๐๐ง๐ญ๐๐ญ๐ข๐ฏ๐๐ฌ ๐ฆ๐๐ฒ ๐ก๐๐ฏ๐ ๐ฉ๐จ๐ฌ๐ข๐ญ๐ข๐จ๐ง๐ฌ ๐ข๐ง ๐ญ๐ก๐ ๐ฌ๐๐๐ฎ๐ซ๐ข๐ญ๐ข๐๐ฌ ๐๐ข๐ฌ๐๐ฎ๐ฌ๐ฌ๐๐ ๐ข๐ง ๐ญ๐ก๐ข๐ฌ ๐ญ๐ฐ๐๐๐ญ.
๐๐ก๐ ๐ข๐ง๐๐จ๐ซ๐ฆ๐๐ญ๐ข๐จ๐ง ๐๐จ๐ง๐ญ๐๐ข๐ง๐๐ ๐ข๐ง ๐ญ๐ก๐ข๐ฌ ๐ญ๐ฐ๐๐๐ญ ๐ข๐ฌ ๐ข๐ง๐ญ๐๐ง๐๐๐ ๐๐จ๐ซ ๐ข๐ง๐๐จ๐ซ๐ฆ๐๐ญ๐ข๐จ๐ง๐๐ฅ ๐ฉ๐ฎ๐ซ๐ฉ๐จ๐ฌ๐๐ฌ ๐จ๐ง๐ฅ๐ฒ ๐๐ง๐ ๐ฌ๐ก๐จ๐ฎ๐ฅ๐ ๐ง๐จ๐ญ ๐๐ ๐๐จ๐ง๐ฌ๐ญ๐ซ๐ฎ๐๐ ๐๐ฌ ๐ข๐ง๐ฏ๐๐ฌ๐ญ๐ฆ๐๐ง๐ญ ๐๐๐ฏ๐ข๐๐ ๐ญ๐จ ๐ฆ๐๐๐ญ ๐ญ๐ก๐ ๐ฌ๐ฉ๐๐๐ข๐๐ข๐ ๐ง๐๐๐๐ฌ ๐จ๐ ๐๐ง๐ฒ ๐ข๐ง๐๐ข๐ฏ๐ข๐๐ฎ๐๐ฅ ๐จ๐ซ ๐ฌ๐ข๐ญ๐ฎ๐๐ญ๐ข๐จ๐ง. ๐๐๐ฌ๐ญ ๐ฉ๐๐ซ๐๐จ๐ซ๐ฆ๐๐ง๐๐ ๐ข๐ฌ ๐ง๐จ ๐ ๐ฎ๐๐ซ๐๐ง๐ญ๐๐ ๐จ๐ ๐๐ฎ๐ญ๐ฎ๐ซ๐ ๐ซ๐๐ฌ๐ฎ๐ฅ๐ญ๐ฌ.
๐๐ง๐๐จ๐ซ๐ฆ๐๐ญ๐ข๐จ๐ง ๐๐จ๐ง๐ญ๐๐ข๐ง๐๐ ๐ข๐ง ๐ญ๐ก๐ข๐ฌ ๐ญ๐ฐ๐๐๐ญ ๐ก๐๐ฌ ๐๐๐๐ง ๐จ๐๐ญ๐๐ข๐ง๐๐ ๐๐ซ๐จ๐ฆ ๐ฌ๐จ๐ฎ๐ซ๐๐๐ฌ ๐๐๐ฅ๐ข๐๐ฏ๐๐ ๐ญ๐จ ๐๐ ๐ซ๐๐ฅ๐ข๐๐๐ฅ๐, ๐๐ฎ๐ญ ๐ข๐ฌ ๐ง๐จ๐ญ ๐ ๐ฎ๐๐ซ๐๐ง๐ญ๐๐๐ ๐๐ฌ ๐ญ๐จ ๐๐จ๐ฆ๐ฉ๐ฅ๐๐ญ๐๐ง๐๐ฌ๐ฌ ๐จ๐ซ ๐๐๐๐ฎ๐ซ๐๐๐ฒ.
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RT @DimitryNakhla: A sober valuation analysis on $LVMH ๐ง๐ฝโโ๏ธ
โขNTM P/E Ratio: 21.91x
โข10-Year Mean: 24.92x
โขNTM FCF Yield: 4.56%
โข10-Year Mean: 4.13%
As you can see, $LVMH appears to be trading below fair value
Going forward, investors can receive ~14% MORE in earnings per share & ~10% MORE in FCF per share ๐ง ***
Before we get into valuation, letโs take a look at why $LVMH is a high-quality business
*Financials In Euros โฌ*
BALANCE SHEETโ
โขCash & Short-Term Inv: โฌ11.29B
โขLong-Term Debt: โฌ11.33B
$LVMH has a strong balance sheet, reflected by its AA- S&P Credit Rating & 18.91x FFO Interest Coverage
RETURN ON CAPITALโ
โข2019: 16.6%
โข2020: 10.2%
โข2021: 18.9%
โข2022: 21.2%
โข2023: 21.0%
RETURN ON EQUITYโ
โข2019: 21.5%
โข2020: 12.8%
โข2021: 28.9%
โข2022: 28.0%
โข2023: 26.7%
$LVMH has excellent return metrics, highlighting the companyโs financial efficiency
REVENUESโ
โข2013: โฌ29.02B
โข2023: โฌ86.15B
โขCAGR: 11.49%
FREE CASH FLOWโ
โข2013: โฌ2.99B
โข2023: โฌ11.59B
โขCAGR: 14.50%
NORMALIZED EPSโ
โข2013: โฌ6.83
โข2023: โฌ30.33
โขCAGR: 16.07%
SHARE BUYBACKSโ
โข2013 Shares Outstanding: 503.22M
โขLTM Shares Outstanding: 500.30M
MARGINSโ
โขLTM Gross Margins: 68.8%
โขLTM Operating Margins: 26.5%
โขLTM Net Income Margins: 17.6%
***NOW TO VALUATION ๐ง
As stated above, investors can expect to receive ~14% MORE in EPS & ~10% MORE in FCF per share
Using Benjamin Grahamโs 2G rule of thumb, $LVMH has to grow earnings at a 10.95% CAGR over the next several years to justify its valuation
Today, analysts anticipate 2024 - 2025 EPS growth over the next few years to be less than (10.95%) the required growth rate:
2024E: โฌ31.56 (4.3% YoY)* Dec
2025E: โฌ35.25 (11.4% YoY)
2026E: โฌ38.15 (8.2% YoY)
So, letโs assume $LVMH ends 2026 with โฌ38.15 in EPS & see its CAGR potential (dividends included) assuming different multiples:
23x P/E: โฌ877.45๐ต โฆ ~10.0% CAGR
22x P/E: โฌ839.30๐ต โฆ ~8.1% CAGR
21x P/E: โฌ801.15๐ต โฆ ~6.2% CAGR
As you can see, weโd have to assume 23x for $LVMH to have attractive return potential & while 23x is certainly reasonable given its quality, we should be aware that $LVMH 10-Year average multiple (24.92x) is elevated a bit due to the valuation spike in 2020-2021
While $LVMH deserves to trade at a premium multiple due to its quality, Iโm hesitant to rely on 23x because I want to ensure some margin of safety
Itโs safer to rely on ~21x earnings & be pleasantly surprised with some multiple expansion (rather than have the risk of multiple compression)
Iโd prefer to be more patient & wait for a better entry price around โฌ640๐ต (11% below todays price), this way I can reasonably expect ~11% CAGR assuming a 21x multiple
$MC $LVMHF $LVMUY
#stocks #investing
___
๐๐๐๐๐๐๐๐๐๐โผ๏ธ: ๐๐ก๐ข๐ฌ ๐ข๐ฌ ๐๐๐ ๐๐ง๐ฏ๐๐ฌ๐ญ๐ฆ๐๐ง๐ญ ๐๐๐ฏ๐ข๐๐. ๐๐๐๐ฒ๐ฅ๐จ๐ง ๐๐๐ฉ๐ข๐ญ๐๐ฅยฎ ๐๐ง๐ ๐ข๐ญ๐ฌ ๐ซ๐๐ฉ๐ซ๐๐ฌ๐๐ง๐ญ๐๐ญ๐ข๐ฏ๐๐ฌ ๐ฆ๐๐ฒ ๐ก๐๐ฏ๐ ๐ฉ๐จ๐ฌ๐ข๐ญ๐ข๐จ๐ง๐ฌ ๐ข๐ง ๐ญ๐ก๐ ๐ฌ๐๐๐ฎ๐ซ๐ข๐ญ๐ข๐๐ฌ ๐๐ข๐ฌ๐๐ฎ๐ฌ๐ฌ๐๐ ๐ข๐ง ๐ญ๐ก๐ข๐ฌ ๐ญ๐ฐ๐๐๐ญ.
๐๐ก๐ ๐ข๐ง๐๐จ๐ซ๐ฆ๐๐ญ๐ข๐จ๐ง ๐๐จ๐ง๐ญ๐๐ข๐ง๐๐ ๐ข๐ง ๐ญ๐ก๐ข๐ฌ ๐ญ๐ฐ๐๐๐ญ ๐ข๐ฌ ๐ข๐ง๐ญ๐๐ง๐๐๐ ๐๐จ๐ซ ๐ข๐ง๐๐จ๐ซ๐ฆ๐๐ญ๐ข๐จ๐ง๐๐ฅ ๐ฉ๐ฎ๐ซ๐ฉ๐จ๐ฌ๐๐ฌ ๐จ๐ง๐ฅ๐ฒ ๐๐ง๐ ๐ฌ๐ก๐จ๐ฎ๐ฅ๐ ๐ง๐จ๐ญ ๐๐ ๐๐จ๐ง๐ฌ๐ญ๐ซ๐ฎ๐๐ ๐๐ฌ ๐ข๐ง๐ฏ๐๐ฌ๐ญ๐ฆ๐๐ง๐ญ ๐๐๐ฏ๐ข๐๐ ๐ญ๐จ ๐ฆ๐๐๐ญ ๐ญ๐ก๐ ๐ฌ๐ฉ๐๐๐ข๐๐ข๐ ๐ง๐๐๐๐ฌ ๐จ๐ ๐๐ง๐ฒ ๐ข๐ง๐๐ข๐ฏ๐ข๐๐ฎ๐๐ฅ ๐จ๐ซ ๐ฌ๐ข๐ญ๐ฎ๐๐ญ๐ข๐จ๐ง. ๐๐๐ฌ๐ญ ๐ฉ๐๐ซ๐๐จ๐ซ๐ฆ๐๐ง๐๐ ๐ข๐ฌ ๐ง๐จ ๐ ๐ฎ๐๐ซ๐๐ง๐ญ๐๐ ๐จ๐ ๐๐ฎ๐ญ๐ฎ๐ซ๐ ๐ซ๐๐ฌ๐ฎ๐ฅ๐ญ๐ฌ.
๐๐ง๐๐จ๐ซ๐ฆ๐๐ญ๐ข๐จ๐ง ๐๐จ๐ง๐ญ๐๐ข๐ง๐๐ ๐ข๐ง ๐ญ๐ก๐ข๐ฌ ๐ญ๐ฐ๐๐๐ญ ๐ก๐๐ฌ ๐๐๐๐ง ๐จ๐๐ญ๐๐ข๐ง๐๐ ๐๐ซ๐จ๐ฆ ๐ฌ๐จ๐ฎ๐ซ๐๐๐ฌ ๐๐๐ฅ๐ข๐๐ฏ๐๐ ๐ญ๐จ ๐๐ ๐ซ๐๐ฅ๐ข๐๐๐ฅ๐, ๐๐ฎ๐ญ ๐ข๐ฌ ๐ง๐จ๐ญ ๐ ๐ฎ๐๐ซ๐๐ง๐ญ๐๐๐ ๐๐ฌ ๐ญ๐จ ๐๐จ๐ฆ๐ฉ๐ฅ๐๐ญ๐๐ง๐๐ฌ๐ฌ ๐จ๐ซ ๐๐๐๐ฎ๐ซ๐๐๐ฒ.
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โ Brandon Beylo
I want to short $NVDA so badly.
Someone talk me off the ledge. https://t.co/N3p7o8Ld6N
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I want to short $NVDA so badly.
Someone talk me off the ledge. https://t.co/N3p7o8Ld6N
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Aswath Damodaran (Youtube)
Country Risk: The 2024 Update
If there is a lesson that I learned from the 2008 market crisis, it is that market crises almost always play out as big changes in the price of risk. In keeping with that lesson, I have been updating my implied equity risk premiums for the S&P 500 every month, and my country risk premiums twice a year. I have also created two annual updates, one on equity risk premiums that I publish in March of each year and the other on country risk that I publish in July each year. This session provides an abridged version of the my 2024 country risk premium update, starting with the drivers of country risk, moving on to measures (sovereign ratings, country risk scores, equity risk premiums) and closing with an explanation of how country risk plays out in business and investing decisions.
Slides: https://pages.stern.nyu.edu/~adamodar/pdfiles/blog/CountryRisk2024.pdf
Paper: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4896539
Blog Post:
Data:
1. Equity Risk Premiums, by country, in July 2024: https://pages.stern.nyu.edu/~adamodar/pc/datasets/ctrypremJuly24.xlsx
2. Currency riskfree rates in July 2024: https://pages.stern.nyu.edu/~adamodar/pc/blog/CurrencyRiskfreeJuly2024.xlsx
Country Risk: The 2024 Update
If there is a lesson that I learned from the 2008 market crisis, it is that market crises almost always play out as big changes in the price of risk. In keeping with that lesson, I have been updating my implied equity risk premiums for the S&P 500 every month, and my country risk premiums twice a year. I have also created two annual updates, one on equity risk premiums that I publish in March of each year and the other on country risk that I publish in July each year. This session provides an abridged version of the my 2024 country risk premium update, starting with the drivers of country risk, moving on to measures (sovereign ratings, country risk scores, equity risk premiums) and closing with an explanation of how country risk plays out in business and investing decisions.
Slides: https://pages.stern.nyu.edu/~adamodar/pdfiles/blog/CountryRisk2024.pdf
Paper: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4896539
Blog Post:
Data:
1. Equity Risk Premiums, by country, in July 2024: https://pages.stern.nyu.edu/~adamodar/pc/datasets/ctrypremJuly24.xlsx
2. Currency riskfree rates in July 2024: https://pages.stern.nyu.edu/~adamodar/pc/blog/CurrencyRiskfreeJuly2024.xlsx
YouTube
Country Risk: The 2024 Update
If there is a lesson that I learned from the 2008 market crisis, it is that market crises almost always play out as big changes in the price of risk. In keeping with that lesson, I have been updating my implied equity risk premiums for the S&P 500 every monthโฆ
Offshore
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Musings on Markets
Country Risk: My 2024 Update
After the 2008 market crisis, I resolved that I would be far more organized in my assessments and updating of equity risk premiums, in the United States and abroad, as I looked at the damage that can be inflicted on intrinsic value by significant shifts in risk premiums, i.e., my definition of a crisis. That precipitated my practice of estimating implied equity risk premiums for the S&P 500, at the start of every month, and following up of using those estimated premiums when valuing companies during that month. The 2008 crisis also gave rise to two risk premium papers that I have updated each year: the first looks at equity risk premiums, what they measure, how they vary across time and how best to estimate them, with the last update in March 2024. The second focuses on country risk and how it varies across geographies, with the focus again on determinants, measures and estimation, which I update mid-year each year. This post reflects my most recent update from July 2024 of country risk, and while you can read the entire paper here, I thought I would give you a mildly abridged version in this post.
Country Risk: Determinants
At the risk of stating the obvious, investing and operating in some countries is much riskier than investing and operating in others, with variations in risk on multiple dimensions. In the section below, I highlight the differences on four major dimensions - political structure, exposure to war/violence, extent of corruption and protections for legal and property rights, with the focus firmly on the economic risks rather than on social consequences.
a. Political Structure
Would you rather invest/operate in a democracy than in an autocracy? From a business risk perspective, I would argue that there is a trade off, sometimes making the former more risky than the latter, and sometimes less so. The nature of a democracy is that a government will be less able to promise or deliver long term predictable/stable tax and regulatory law, since losing an election can cause shifts in policy. Consequently, operating and investing in a democratic country will generally come with more risk on a continuous basis, with the risk increasing with partisanship in the country. Autocratic governments are in a better position to promise and deliver stable and predictable business environments, with two caveats. The first is that when change comes in autocracies, it will be both unexpected and large, with wrenching and discontinuous shifts in economic policy. The second is that the absence of checks and balance (legal, legislative, public opinion) will also mean that policy changes can be capricious, often driven by factors that have little to do with business or public welfare.
Any attempt to measure political freedom comes with qualifiers, since the biases of the measuring service on what freedoms to elevate and which ones to ignore will play a role, but in the figure below, I report the Economist's Democracy Index, which is based upon five measures - electoral process and pluralism, government functioning, political participation, democratic social culture and civil liberties:
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4754b9e5-10c2-4150-a013-18d2e82ffacc_2658x2018.heic
<svg<polyline<polyline<line<line
Democracy Index in 2023: Source: The Economist[...]
Country Risk: My 2024 Update
After the 2008 market crisis, I resolved that I would be far more organized in my assessments and updating of equity risk premiums, in the United States and abroad, as I looked at the damage that can be inflicted on intrinsic value by significant shifts in risk premiums, i.e., my definition of a crisis. That precipitated my practice of estimating implied equity risk premiums for the S&P 500, at the start of every month, and following up of using those estimated premiums when valuing companies during that month. The 2008 crisis also gave rise to two risk premium papers that I have updated each year: the first looks at equity risk premiums, what they measure, how they vary across time and how best to estimate them, with the last update in March 2024. The second focuses on country risk and how it varies across geographies, with the focus again on determinants, measures and estimation, which I update mid-year each year. This post reflects my most recent update from July 2024 of country risk, and while you can read the entire paper here, I thought I would give you a mildly abridged version in this post.
Country Risk: Determinants
At the risk of stating the obvious, investing and operating in some countries is much riskier than investing and operating in others, with variations in risk on multiple dimensions. In the section below, I highlight the differences on four major dimensions - political structure, exposure to war/violence, extent of corruption and protections for legal and property rights, with the focus firmly on the economic risks rather than on social consequences.
a. Political Structure
Would you rather invest/operate in a democracy than in an autocracy? From a business risk perspective, I would argue that there is a trade off, sometimes making the former more risky than the latter, and sometimes less so. The nature of a democracy is that a government will be less able to promise or deliver long term predictable/stable tax and regulatory law, since losing an election can cause shifts in policy. Consequently, operating and investing in a democratic country will generally come with more risk on a continuous basis, with the risk increasing with partisanship in the country. Autocratic governments are in a better position to promise and deliver stable and predictable business environments, with two caveats. The first is that when change comes in autocracies, it will be both unexpected and large, with wrenching and discontinuous shifts in economic policy. The second is that the absence of checks and balance (legal, legislative, public opinion) will also mean that policy changes can be capricious, often driven by factors that have little to do with business or public welfare.
Any attempt to measure political freedom comes with qualifiers, since the biases of the measuring service on what freedoms to elevate and which ones to ignore will play a role, but in the figure below, I report the Economist's Democracy Index, which is based upon five measures - electoral process and pluralism, government functioning, political participation, democratic social culture and civil liberties:
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4754b9e5-10c2-4150-a013-18d2e82ffacc_2658x2018.heic
<svg<polyline<polyline<line<line
Democracy Index in 2023: Source: The Economist[...]
Offshore
Musings on Markets Country Risk: My 2024 Update After the 2008 market crisis, I resolved that I would be far more organized in my assessments and updating of equity risk premiums, in the United States and abroad, as I looked at the damage that can be inflictedโฆ
Based upon the Economist's democracy measures, much of the world remains skewed towards authoritarianism, changing the risk exposures that investors and businesses face when operating in those parts of the world.
b. War and Violence
Operating a business becomes much more difficult, when surrounded by war and violence, from both within and outside the country. That difficulty also translates into higher costs, with those businesses that can buy protection or insurance doing so, and those that cannot suffering from damage and lost revenues. Drawing again on an external service, the Institute for Economics and Peace measures exposure to war and violence with a global peace index (with higher scores indicating more propensity towards violence)
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb0f4e5c8-2152-4afb-99ea-736f39673e70_5066x2410.heic
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Global Peace Index 2024: Source: Institute for Economics & Peace
While Africa and large swaths of Asia are exposed to violence, and Northern Europe and Canada remain peaceful, businesses in much of the world (including the United States) remain exposed to violence, at least according to this measure.
c. Corruption
As I have argued in prior posts, corruption operates as an implicit tax on businesses, with the tax revenues accruing to middlemen or third parties, rather than the government.
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe73b5fa6-0801-4850-9469-c02416f50454_2100x1996.heic
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Corruption Index 2023: Source: Transparency International
Again, while you can argue with the scores and the rankings, it remains undeniable that businesses in much of the world face corruption (and its associated costs). While there are some who attribute it to culture, I believe that the overriding reasons for corruption are systems that are built around licensing and regulatory constraints, with poorly paid bureaucrats operating as the overseers
There are other insidious consequences to corruption. First, as corruption becomes brazen, as it is in some parts of the world, there is evidence that companies operating in those settings are more likely to evade paying taxes to the government, thus redirecting tax revenues from the government to private players. Second, companies that are able and willing to play the corruption game will be put at an advantage over companies that are unable or unwilling to do so, creating a version of Gresham's law in businesses, where the least honorable businesses win out at the expense of the most honorable and honest ones.
d. Legal and Property Rights
When operating a business or making an investment, you are reliant on a legal system to back up your ownership rights, and to the extent that it does not do so, your business and investment will be worth less. The Property Rights Alliance, an entity that attempts to measure the strength of property rights, by country, measured property rights (physical and intellectual) around the world, to co[...]
b. War and Violence
Operating a business becomes much more difficult, when surrounded by war and violence, from both within and outside the country. That difficulty also translates into higher costs, with those businesses that can buy protection or insurance doing so, and those that cannot suffering from damage and lost revenues. Drawing again on an external service, the Institute for Economics and Peace measures exposure to war and violence with a global peace index (with higher scores indicating more propensity towards violence)
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb0f4e5c8-2152-4afb-99ea-736f39673e70_5066x2410.heic
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:
Global Peace Index 2024: Source: Institute for Economics & Peace
While Africa and large swaths of Asia are exposed to violence, and Northern Europe and Canada remain peaceful, businesses in much of the world (including the United States) remain exposed to violence, at least according to this measure.
c. Corruption
As I have argued in prior posts, corruption operates as an implicit tax on businesses, with the tax revenues accruing to middlemen or third parties, rather than the government.
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe73b5fa6-0801-4850-9469-c02416f50454_2100x1996.heic
<svg<polyline<polyline<line<line
Corruption Index 2023: Source: Transparency International
Again, while you can argue with the scores and the rankings, it remains undeniable that businesses in much of the world face corruption (and its associated costs). While there are some who attribute it to culture, I believe that the overriding reasons for corruption are systems that are built around licensing and regulatory constraints, with poorly paid bureaucrats operating as the overseers
There are other insidious consequences to corruption. First, as corruption becomes brazen, as it is in some parts of the world, there is evidence that companies operating in those settings are more likely to evade paying taxes to the government, thus redirecting tax revenues from the government to private players. Second, companies that are able and willing to play the corruption game will be put at an advantage over companies that are unable or unwilling to do so, creating a version of Gresham's law in businesses, where the least honorable businesses win out at the expense of the most honorable and honest ones.
d. Legal and Property Rights
When operating a business or making an investment, you are reliant on a legal system to back up your ownership rights, and to the extent that it does not do so, your business and investment will be worth less. The Property Rights Alliance, an entity that attempts to measure the strength of property rights, by country, measured property rights (physical and intellectual) around the world, to co[...]
Offshore
Based upon the Economist's democracy measures, much of the world remains skewed towards authoritarianism, changing the risk exposures that investors and businesses face when operating in those parts of the world. b. War and Violence Operating a businessโฆ
me up with a composite measure of these rights, with higher values translating into more rights. Their most recent update, from 2023, is captured in the picture below
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9b89fbeb-ecc0-49f5-bc5c-554d41cf5707_5144x3604.heic
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Property Rights Index 2023: Source: The Property Rights Alliance
Again, there are wide differences in property rights across the world; they are strongest in the North America and Europe and weakest in Africa and Latin America. Within each of these regions, though, there are variations across countries; within Latin America, Chile and Uruguay rank in the top quartile of countries with stronger property rights, but Venezuela and Bolivia are towards the bottom of the list. In assessing protections of property rights, it is worth noting that it is not only the laws that protect them that need to be looked at, but also the timeliness of legal action. A court that takes decades to act on violations of property rights is almost as bad as a court that does not enforce those rights at all.
One manifestation of property right violation is nationalization, and here again there remain parts of the world, especially with natural resource businesses, where the risks of expropriation have increased. A Sustainalytics report that looked at metal miners documented 165 incidents of resources nationalization between 2017 and 2021, impacting 87 mining companies, with 22 extreme cases, where local governments ending contracts with foreign miners. Maplecroft, a risk management company, mapped out the trendline on nationalization risk in natural resources in the figure below
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff4326ebe-dc5a-4bea-9f0c-b630474600ba_1530x770.heic
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Source: Maplecroft
National security is the reason that some governments use to justify public ownership of key resources. For instance, in 2022, Mexico created a state-owned company, Litio Para Mexico, to have a monopoly on lithium mining in the country, and announced a plan to renegotiate previously granted concessions to private companies to extract the resource.
Country Risk: External factors
Looking at the last section, you would not be faulted for believing that country risk exposure is self-determined, and that countries can become less risky by working on reducing corruption, increasing legal protections for property rights, making themselves safer and working on more predictable economic policies. That is true, but there are three factors that are largely out of their control that can still drive country risk upwards.
1. Commodity Dependence
Some countries are dependent upon a specific commodity, product or service for their economic success. That dependence can create additional risk for investors and businesses, since a drop in the commodityโs price or demand for the product/service can create severe economic pain that spreads well beyond the companies immediately affected. Thus, if a country derives 50% of its [...]
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9b89fbeb-ecc0-49f5-bc5c-554d41cf5707_5144x3604.heic
<svg<polyline<polyline<line<line
:
Property Rights Index 2023: Source: The Property Rights Alliance
Again, there are wide differences in property rights across the world; they are strongest in the North America and Europe and weakest in Africa and Latin America. Within each of these regions, though, there are variations across countries; within Latin America, Chile and Uruguay rank in the top quartile of countries with stronger property rights, but Venezuela and Bolivia are towards the bottom of the list. In assessing protections of property rights, it is worth noting that it is not only the laws that protect them that need to be looked at, but also the timeliness of legal action. A court that takes decades to act on violations of property rights is almost as bad as a court that does not enforce those rights at all.
One manifestation of property right violation is nationalization, and here again there remain parts of the world, especially with natural resource businesses, where the risks of expropriation have increased. A Sustainalytics report that looked at metal miners documented 165 incidents of resources nationalization between 2017 and 2021, impacting 87 mining companies, with 22 extreme cases, where local governments ending contracts with foreign miners. Maplecroft, a risk management company, mapped out the trendline on nationalization risk in natural resources in the figure below
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff4326ebe-dc5a-4bea-9f0c-b630474600ba_1530x770.heic
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:
Source: Maplecroft
National security is the reason that some governments use to justify public ownership of key resources. For instance, in 2022, Mexico created a state-owned company, Litio Para Mexico, to have a monopoly on lithium mining in the country, and announced a plan to renegotiate previously granted concessions to private companies to extract the resource.
Country Risk: External factors
Looking at the last section, you would not be faulted for believing that country risk exposure is self-determined, and that countries can become less risky by working on reducing corruption, increasing legal protections for property rights, making themselves safer and working on more predictable economic policies. That is true, but there are three factors that are largely out of their control that can still drive country risk upwards.
1. Commodity Dependence
Some countries are dependent upon a specific commodity, product or service for their economic success. That dependence can create additional risk for investors and businesses, since a drop in the commodityโs price or demand for the product/service can create severe economic pain that spreads well beyond the companies immediately affected. Thus, if a country derives 50% of its [...]
Offshore
me up with a composite measure of these rights, with higher values translating into more rights. Their most recent update, from 2023, is captured in the picture below <picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progrโฆ
economic output from iron ore, a drop in the price of iron ore will cause pain not only for mining companies but also for retailers, restaurants and consumer product companies in the country. The United Nations Conference on Trade and Development (UNCTAD) measures the degree to which a country is dependent on commodities, by looking at the percentage of its export revenues come from a commodities, and the figure below captures their findings:
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F738c4dcb-9268-4295-819f-44058e4ae4bb_1332x590.heic
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Proportion of revenues from commodities- 2019-2021; Source: UNCTAD
Why donโt countries that derive a disproportionate amount of their economy from a single source diversify their economies? That is easier said than done, for two reasons. First, while it is feasible for larger countries like Brazil, India, and China to try to broaden their economic bases, it is much more difficult for small countries like Peru or Angola to do the same. Like small companies, these small countries have to find a niche where they can specialize, and by definition, niches will lead to over dependence upon one or a few sources. Second, and this is especially the case with natural resource dependent countries, the wealth that can be created by exploiting the natural resource will usually be far greater than using resources elsewhere in the economy, which may explain the inability of economies in the Middle East to wean itself away from oil.
II. Life Cycle dynamics
As readers of this blog should be aware, I am fond of using the corporate life cycle structure to explain why companies behave (or misbehave) and how investment philosophies vary. At the risk of pushing that structure to its limits, I believe that countries also go through a life cycle, with different challenges and risks at each stage:
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc8868410-3df9-4c86-8661-995328e644ae_1444x1448.heic
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The link between life cycle and economic risk is worth emphasizing because it illustrates the limitations on the powers that countries have over their exposure to risk. A country that is still in the early stages of economic growth will generally have more risk exposure than a mature country, even if it is well governed and has a solid legal system. The old investment saying that gain usually comes with pain, also applies to operating and investing across the globe. While your risk averse side may lead you to direct your investments and operations to the safest parts of the world (say, Canada and Northern Europe), the highest growth is generally in the riskiest parts of the world.
3. Climate Change
The globe is warming up, and no matter where you fall on the human versus nature debate, on causation, some countries are more exposed to global warming than others. That risk is not just to the health and wellbeing of those who live within the borders of these countries, but represents economic risks, manifesting as higher costs of maintaining day-to-day activity or less economic production. To measure climate change, we turned to ResourceWatch, a global partnership of public, private and civil society [...]
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F738c4dcb-9268-4295-819f-44058e4ae4bb_1332x590.heic
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Proportion of revenues from commodities- 2019-2021; Source: UNCTAD
Why donโt countries that derive a disproportionate amount of their economy from a single source diversify their economies? That is easier said than done, for two reasons. First, while it is feasible for larger countries like Brazil, India, and China to try to broaden their economic bases, it is much more difficult for small countries like Peru or Angola to do the same. Like small companies, these small countries have to find a niche where they can specialize, and by definition, niches will lead to over dependence upon one or a few sources. Second, and this is especially the case with natural resource dependent countries, the wealth that can be created by exploiting the natural resource will usually be far greater than using resources elsewhere in the economy, which may explain the inability of economies in the Middle East to wean itself away from oil.
II. Life Cycle dynamics
As readers of this blog should be aware, I am fond of using the corporate life cycle structure to explain why companies behave (or misbehave) and how investment philosophies vary. At the risk of pushing that structure to its limits, I believe that countries also go through a life cycle, with different challenges and risks at each stage:
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc8868410-3df9-4c86-8661-995328e644ae_1444x1448.heic
<svg<polyline<polyline<line<line
The link between life cycle and economic risk is worth emphasizing because it illustrates the limitations on the powers that countries have over their exposure to risk. A country that is still in the early stages of economic growth will generally have more risk exposure than a mature country, even if it is well governed and has a solid legal system. The old investment saying that gain usually comes with pain, also applies to operating and investing across the globe. While your risk averse side may lead you to direct your investments and operations to the safest parts of the world (say, Canada and Northern Europe), the highest growth is generally in the riskiest parts of the world.
3. Climate Change
The globe is warming up, and no matter where you fall on the human versus nature debate, on causation, some countries are more exposed to global warming than others. That risk is not just to the health and wellbeing of those who live within the borders of these countries, but represents economic risks, manifesting as higher costs of maintaining day-to-day activity or less economic production. To measure climate change, we turned to ResourceWatch, a global partnership of public, private and civil society [...]
Offshore
economic output from iron ore, a drop in the price of iron ore will cause pain not only for mining companies but also for retailers, restaurants and consumer product companies in the country. The United Nations Conference on Trade and Development (UNCTAD)โฆ
organizations convened by the World Resources Institute. This institute measure climate change exposure with a climate risk index (CRI), measuring the extent to which countries have been affected by extreme weather events (meteorological, hydrological, and climatological), and their most recent measures (from 2021, with an update expected late in 2024) of global exposure to climate risk is in the figure below:
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd40b4e5-e615-4869-b4dd-fb74d8c22036_1344x664.heic
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Climate Risk Index (CRI) in 2021: ResourceWatch
Note that higher scores on the index indicate more exposure to country risk, and much of Africa, Latin America and Asia are exposed. In fact, since this map was last updated in 2021, it is conceivable that climate risk exposure has increased across the globe and that even the green regions are at risk of slipping away into dangerous territory.
Country Life Cycle - Measures
With that long lead in on the determinants of country risk, and the forces that can leave risk elevated, let us look at how best to measure country risk exposure. We will start with sovereign ratings, which are focused on country default risk, because they are the most widely used country risk proxies, before moving on to country risk scores, from public and private services, and closing with measures of risk premiums that equity investors in these countries should charge.
1. Sovereign Default Risk
The ratings agencies that rate corporate bonds for default risk also rate countries, with sovereign ratings, with countries with higher (lower) perceived default risk receiving lower (higher) ratings. I know that ratings agencies are viewed with skepticism, and much of that skepticism is deserved, but it is undeniable that ratings and default risk are closely tied, especially over longer periods. The figure below summarizes sovereign ratings from Moody's in July 2024
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F74b8d233-8605-44c9-bfc8-55f60169ab66_5068x2278.heic
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Moody's Sovereign Ratings in July 2024; Source: Moody's
If you compare these ratings to those that I reported in my last update, a year ago, you will notice that the ratings are stagnant for most countries, and when there is change, it is small. That remains my pet peeve with the rating agencies, which is not that they are biased or even wrong, but that they are slow to react to changes on the ground. For those searching for an alternative, there is the sovereign credit default swap (CDS) market, where you can market assessments of default risk. The figure below summarizes the spreads for the roughly 80 countries, where they are available
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd34ab3c9-666a-4445-9264-0cde898f4355_5074x2288.heic
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Sovereign [...]
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd40b4e5-e615-4869-b4dd-fb74d8c22036_1344x664.heic
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Climate Risk Index (CRI) in 2021: ResourceWatch
Note that higher scores on the index indicate more exposure to country risk, and much of Africa, Latin America and Asia are exposed. In fact, since this map was last updated in 2021, it is conceivable that climate risk exposure has increased across the globe and that even the green regions are at risk of slipping away into dangerous territory.
Country Life Cycle - Measures
With that long lead in on the determinants of country risk, and the forces that can leave risk elevated, let us look at how best to measure country risk exposure. We will start with sovereign ratings, which are focused on country default risk, because they are the most widely used country risk proxies, before moving on to country risk scores, from public and private services, and closing with measures of risk premiums that equity investors in these countries should charge.
1. Sovereign Default Risk
The ratings agencies that rate corporate bonds for default risk also rate countries, with sovereign ratings, with countries with higher (lower) perceived default risk receiving lower (higher) ratings. I know that ratings agencies are viewed with skepticism, and much of that skepticism is deserved, but it is undeniable that ratings and default risk are closely tied, especially over longer periods. The figure below summarizes sovereign ratings from Moody's in July 2024
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F74b8d233-8605-44c9-bfc8-55f60169ab66_5068x2278.heic
<svg<polyline<polyline<line<line
:
Moody's Sovereign Ratings in July 2024; Source: Moody's
If you compare these ratings to those that I reported in my last update, a year ago, you will notice that the ratings are stagnant for most countries, and when there is change, it is small. That remains my pet peeve with the rating agencies, which is not that they are biased or even wrong, but that they are slow to react to changes on the ground. For those searching for an alternative, there is the sovereign credit default swap (CDS) market, where you can market assessments of default risk. The figure below summarizes the spreads for the roughly 80 countries, where they are available
<picturehttps://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd34ab3c9-666a-4445-9264-0cde898f4355_5074x2288.heic
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:
Sovereign [...]