Since the beginning of December, U.S. stocks (S&P 500) are up more than 3%. The U.S. bond market is right at break even for the month and has shown only a fraction of the volatility. Foreign markets are down much more so far in December. Foreign developed markets are down more than 4.5%, and emerging market stocks are down more than 7%. Altogether, the global stock market is down more than 4% for December. As you can probably imagine, market watchers have been fixated on what’s going on in the world’s oil markets. Crude oil is down more than 15% so far this month, and is down almost 45% since June.
Key Themes
- The global macro environment is in transition. The U.S. economy is slowly trending up, but the global economy is decelerating as Europe and Japan flirt with recession and China slows as well. U.S. stocks and bonds are up this year, while foreign markets are sputtering along due to growth worries. All of this means that investment decision-making will be more difficult in 2015.
- Market volatility is on the rise due to several uncertainties. Volatility is up more than 60% for the month of December so far.
- Oil prices continue to slide amid concerns about over-supply and slower than expected global growth. However, lower energy prices provide a net benefit to the U.S. and the global economy. The Organization of Petroleum Exporting Countries’ (OPEC) recent decision to maintain output levels, along with increased production from the U.S., should keep downward pressure on oil prices for an extended period of time.
Oil prices continue to slide amid concerns about over-supply and slower than expected global growth. However, lower energy prices provide a net benefit to the U.S. and the global economy. The Organization of Petroleum Exporting Countries’ (OPEC) recent decision to maintain output levels, along with increased production from the U.S., should keep downward pressure on oil prices for an extended period of time.
The U.S. economy has slowly regained its footing in 2014, while the global economy underperformed expectations for the year. Global growth has been very uneven, and deflation concerns persist in some areas. Some major markets have slipped into full-blown recession. However, none are expected to enter depression territory at this point. While in many areas the economic news is more bad than good, global growth is expected to accelerate in 2015 as less fiscal tightening, increased monetary stimulus, and improving confidence all work together as tailwinds to the global economy.
Heading into 2014, a consensus of market observers expected that stock markets would have a good year. They were right for the most part as some markets, including the U.S., hit record highs. Less noticed was the fact that bonds also performed well as rates remained low. Foreign stocks lagged their U.S. counterparts due in large part to weaker economic growth and deflation fears. So far, December stock market trends have been a tumultuous and exhausting time for stock investors. Investing will likely become more difficult from here. Over-weighting U.S. stocks has worked well in recent years – and this trend may continue – but stock valuations are no longer cheap. Now they are at least fairly valued, if not slightly expensive, but they still remain attractive compared to Treasuries, cash and other asset classes. This sets up a continued grind higher for equity prices due in part to slightly improving global growth and solid corporate earnings. However, we doubt stock gains will match the pace they experienced over the past several years.
Volatility is back. As measured by the VIX, volatility is the highest it’s been since mid-October when a sell-off in the stock market almost reached correction level territory. Already up 60% in December alone, volatility is at its highest level in almost two years. Global issues like uneven growth projections for economies around the world, tumbling oil prices, and uncertainty about the possible ramifications of never-before-tried monetary policies by central bankers around the world means that volatility should remain elevated.
Plunging Oil Prices Changes Everything:
Pros, Cons, Winners and Losers… but a Net Positive Overall
The cost of West Texas Intermediate crude fell below $60 a barrel last week, down by more than $40 from mid-June. That’s a huge change in price, and drastically cheaper oil affects almost everything in today’s global economy. Consumers with more money in their wallets find ways to spend this new-found wealth on other goods. Manufacturers save money on production costs and can use the savings to grow their businesses. But the benefits of low oil prices are not evenly distributed, and lower oil prices can be detrimental to certain businesses, industry sectors, and even whole economies built around an anticipated price range for oil.
Policy-makers, economists and energy experts debate the reason oil prices have tumbled so far recently. Most claim the largest contributor is an unprecedented increase in supply. Production in North America and in other parts of the world has boomed, while the traditional players in the Middle East refuse to curtail their output, meaning supply has overwhelmed demand. Others acknowledge that increased production has played a role but point to a drop in worldwide demand for oil. Anemic growth in Europe, the slowdown in China, and even fuel-efficiency have all been contributors. Some also point to the fact that, historically, sharp drops in oil prices tend to be associated with recessions as energy demand collapses. They claim the danger is that falling oil prices may be a harbinger of deflation for the global economy.
The winners in a low oil price world are those businesses and economies that have more reasons to grow because of the effects of low oil prices. For the U.S., cheap oil is more likely to increase Gross Domestic Product (GDP) in the long run. Other parts of the world, specifically major oil importers like China, Japan, Germany, India and South Korea are greatly helped as well. Major oil-importing countries could see their import bills cut by more than $500 billion if prices remain low for another six to eight months. That includes roughly $90 billion for the U.S. alone. Businesses that cater to end consumers should do well, as well as companies in the industrial sector.
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)
Falling energy prices are clearly hurting major oil exporters such as Saudi Arabia, Iraq, Nigeria and Algeria. Cheap oil is particularly bad news for countries such as Russia, Venezuela and Iran, already facing deep economic problems. Even Norway, for whom commodity exports are some 20% of GDP, is really hurting. Venezuela was already in trouble before the bottom fell out of oil prices. Caracas requires global oil prices well above $100 per barrel to fund its heavy deficit spending, and the government is now scrambling to find a solution to its funding shortage. Obviously, companies involved in the oil complex – producers, developers, refiners and others – stand to suffer substantially from low oil prices. Smaller companies and companies that took on lots of debt to finance operations may struggle to survive. Some fear that the fallout may stress companies and industry sectors in our global and vastly interconnected economy in ways that can’t be foreseen right now.
Change is always a little scary. But in the long run, it’s almost always beneficial for input costs to go down. For that reason, the effects of lower oil prices are a long-term “net positive” to the global economy. Cheaper oil should be a shot in the arm for the world economy overall, especially for the larger economies that are still net oil importers. Still, there will be fits and starts along the way as the winners and losers are sorted out. Organizations like OPEC will likely lose standing and power long-term as well. OPEC’s relevance as an energy organization has been in decline since the 1970s. Demand for OPEC’s crude next year will slump to the lowest level since 2003. Now, perhaps more than ever, the effects of low oil prices are shaped by global finances, supply and demand economics, and security. In any case, the continued fallout from low oil prices will be a defining geopolitical story line for 2015.
Mid-December Outlook
Since the beginning of December, U.S. stocks (S&P 500) are up more than 3%. The U.S. bond market is right at break even for the month and has shown only a fraction of the volatility. Foreign markets are down much more so far in December. Foreign developed markets are down more than 4.5%, and emerging market stocks are down more than 7%. Altogether, the global stock market is down more than 4% for December. As you can probably imagine, market watchers have been fixated on what’s going on in the world’s oil markets. Crude oil is down more than 15% so far this month, and is down almost 45% since June.
Key Themes
Oil prices continue to slide amid concerns about over-supply and slower than expected global growth. However, lower energy prices provide a net benefit to the U.S. and the global economy. The Organization of Petroleum Exporting Countries’ (OPEC) recent decision to maintain output levels, along with increased production from the U.S., should keep downward pressure on oil prices for an extended period of time.
The U.S. economy has slowly regained its footing in 2014, while the global economy underperformed expectations for the year. Global growth has been very uneven, and deflation concerns persist in some areas. Some major markets have slipped into full-blown recession. However, none are expected to enter depression territory at this point. While in many areas the economic news is more bad than good, global growth is expected to accelerate in 2015 as less fiscal tightening, increased monetary stimulus, and improving confidence all work together as tailwinds to the global economy.
Heading into 2014, a consensus of market observers expected that stock markets would have a good year. They were right for the most part as some markets, including the U.S., hit record highs. Less noticed was the fact that bonds also performed well as rates remained low. Foreign stocks lagged their U.S. counterparts due in large part to weaker economic growth and deflation fears. So far, December stock market trends have been a tumultuous and exhausting time for stock investors. Investing will likely become more difficult from here. Over-weighting U.S. stocks has worked well in recent years – and this trend may continue – but stock valuations are no longer cheap. Now they are at least fairly valued, if not slightly expensive, but they still remain attractive compared to Treasuries, cash and other asset classes. This sets up a continued grind higher for equity prices due in part to slightly improving global growth and solid corporate earnings. However, we doubt stock gains will match the pace they experienced over the past several years.
Volatility is back. As measured by the VIX, volatility is the highest it’s been since mid-October when a sell-off in the stock market almost reached correction level territory. Already up 60% in December alone, volatility is at its highest level in almost two years. Global issues like uneven growth projections for economies around the world, tumbling oil prices, and uncertainty about the possible ramifications of never-before-tried monetary policies by central bankers around the world means that volatility should remain elevated.
Plunging Oil Prices Changes Everything:
Pros, Cons, Winners and Losers… but a Net Positive Overall
The cost of West Texas Intermediate crude fell below $60 a barrel last week, down by more than $40 from mid-June. That’s a huge change in price, and drastically cheaper oil affects almost everything in today’s global economy. Consumers with more money in their wallets find ways to spend this new-found wealth on other goods. Manufacturers save money on production costs and can use the savings to grow their businesses. But the benefits of low oil prices are not evenly distributed, and lower oil prices can be detrimental to certain businesses, industry sectors, and even whole economies built around an anticipated price range for oil.
Policy-makers, economists and energy experts debate the reason oil prices have tumbled so far recently. Most claim the largest contributor is an unprecedented increase in supply. Production in North America and in other parts of the world has boomed, while the traditional players in the Middle East refuse to curtail their output, meaning supply has overwhelmed demand. Others acknowledge that increased production has played a role but point to a drop in worldwide demand for oil. Anemic growth in Europe, the slowdown in China, and even fuel-efficiency have all been contributors. Some also point to the fact that, historically, sharp drops in oil prices tend to be associated with recessions as energy demand collapses. They claim the danger is that falling oil prices may be a harbinger of deflation for the global economy.
The winners in a low oil price world are those businesses and economies that have more reasons to grow because of the effects of low oil prices. For the U.S., cheap oil is more likely to increase Gross Domestic Product (GDP) in the long run. Other parts of the world, specifically major oil importers like China, Japan, Germany, India and South Korea are greatly helped as well. Major oil-importing countries could see their import bills cut by more than $500 billion if prices remain low for another six to eight months. That includes roughly $90 billion for the U.S. alone. Businesses that cater to end consumers should do well, as well as companies in the industrial sector.
Falling energy prices are clearly hurting major oil exporters such as Saudi Arabia, Iraq, Nigeria and Algeria. Cheap oil is particularly bad news for countries such as Russia, Venezuela and Iran, already facing deep economic problems. Even Norway, for whom commodity exports are some 20% of GDP, is really hurting. Venezuela was already in trouble before the bottom fell out of oil prices. Caracas requires global oil prices well above $100 per barrel to fund its heavy deficit spending, and the government is now scrambling to find a solution to its funding shortage. Obviously, companies involved in the oil complex – producers, developers, refiners and others – stand to suffer substantially from low oil prices. Smaller companies and companies that took on lots of debt to finance operations may struggle to survive. Some fear that the fallout may stress companies and industry sectors in our global and vastly interconnected economy in ways that can’t be foreseen right now.
Change is always a little scary. But in the long run, it’s almost always beneficial for input costs to go down. For that reason, the effects of lower oil prices are a long-term “net positive” to the global economy. Cheaper oil should be a shot in the arm for the world economy overall, especially for the larger economies that are still net oil importers. Still, there will be fits and starts along the way as the winners and losers are sorted out. Organizations like OPEC will likely lose standing and power long-term as well. OPEC’s relevance as an energy organization has been in decline since the 1970s. Demand for OPEC’s crude next year will slump to the lowest level since 2003. Now, perhaps more than ever, the effects of low oil prices are shaped by global finances, supply and demand economics, and security. In any case, the continued fallout from low oil prices will be a defining geopolitical story line for 2015.
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