Oil Price Forecast - Fundamental Analysis.
Balance of Supply and Demand:
In
the most generic economic explanation, crude oil being a globally traded
commodity, is subjected to the basic price mechanism of supply and demand. Two
major activity centres: downstream and upstream largely dictates the
fluctuation in both supply and in demand. Demand for crude oil has a tendency
to become more distributive as oil consuming countries increasingly trying to
establish their own refining capacity in order to minimize on foreign import
dependencies as well as to capture the economic value added during the refining
process. A key trend in recent years, with new technology developments such as
hydraulic fracturing which allows oil trapped in tight rocks to be exacted
economically, the United States has become more are more self-dependent and
hence, reducing pressures on international supply of crude oil.
On
the supply side, there are two main players: OPEC countries and non-OPEC countries.
Having rather contrasting policies with regards to pricing crude oil, these two
groups can at times, cancelling out each other’s effort to maintain selling
price. Canada for example, while gradually becoming a major exporter of crude
oil, for years did not align their pricing policies with OPEC’s due to their
strong belief on an open global market economy.
A
key concept used in the industry is price-elasticity of demand for crude oil.
This measures the sensitivity or responsiveness of oil demand to changes in
price. According to the US Federal Energy Office’s estimation, the long run
price elasticity of demand for oil consuming countries ranges from -0.2 to -0.6
with the US remains around -0.5. One could expect the short run price
elasticity to remains in an even lower range considering the time lag it takes
for adjustments. As such, it is visibly clear that the demand for crude oil
remains very steady despite any potential price increases.
Gross Domestic Product Growth
Crude
oil price is in correlation with Real GDP growth since growth in general
requires crude oil to fuel economic activities. The world economy has been
expanding at about 5% annually since 2004 until 2008 and averaged out at nearly
3.5% afterwards. In essence, the emergence of BRICS countries is largely
responsible for such robust growth observed and while the world GDP growth has
not necessarily been consistently high, growth nevertheless, places crude oil
price into upward pressure. At this point, the emerging economies are still consuming
crude oil at a relatively low rate on per capita basis so it is expected that
the upward pressure on oil price will continue as their GDPs keep on catching
up with richer countries.
Apart
from the price shock experienced due to the global financial crisis in 2009,
patterns of crude oil price movement and world real GDP growth have been
markedly similar. Hamilton (2009) demonstrated that strong growth in world
income was the main cause of oil price surge in 2007-08 and equally the
dramatic collapse of oil price in 2009 was related to the financial crisis in
the same year.
REAL WORLD GDP
GROWTH AND BRENT CRUDE OIL PRICE
Crude Oil Production and Inventories
Despite a
period of stagnation from 2004 to 2008, global production has been increasing
steadily ever since. Large contributors to the overall production traditionally
are OPEC and Russia. In recent years, Canada and the U.S. are sharply improving
their production and becoming more and more influential in the market. However,
the production level has been strictly close to consumption level on daily
basis without taking into account the demand to accumulate inventories. Consequently, supply and demand will not balance once the
net production capacity is compared with the real demand in consumption and
inventories accumulation. This imbalance of oil supply and demand and more
importantly, the persistent expectation that this imbalance will hold for a
foreseeable future have contributed to the general upwards trend of crude oil
price.
Crude
oil inventory level is carefully watched by traders as it has a very strong
influence on Market Expectation. Low crude oil inventories may cause uncertainty
about the ability of the market to meet demand, which supports higher prices.
Conversely, high crude oil inventory levels support lower oil prices. In recent
years, on a “days of supply” basis, crude oil inventories
have been on the declining trend due to continuous growth in demand. Demand for
crude oil to accumulate inventories is significant and putting additional
pressure on prices. As an example, in an effort to
quarantine the threat of supply disruptions, the US in particular has been
steadily increasing their Strategic Petroleum Reserve, the largest
government-controlled inventory in the world. Despite this growing
accumulation, the U.S. inventories alone do not reverse the global declining
trend and in the long term prospects, traders expect demand for inventories
will further putting upwards pressure on prices.
Data source: EIA – Independent Statistics & Analysis – U.S. Energy
Information Administration
Production Spare Capacity
It terms of
spare capacity, much of this capacity is possessed by OPEC with Saudi Arabia
holding the majority. Therefore, the industry has long viewed spare capacity
outside Saudi Arabia as an important indicator of supply tightness. It can be
seen from the chart below that spare capacity is staggeringly low compare to
the steady increase of the demand curve. Without a significant spare capacity,
market participants cannot mitigate price shocks and supply disruptions
effectively via pure supply and demand balancing. The total combination of
these factors should in general put an upward pressure on crude oil price.
Analysts in
general consider Production Spare Capacity a contributor to market expectation
and hence, contribute to the price setting mechanism via market expectation. A
report of high spare capacity within OPEC generally give market a comfort of
knowing that supply is in a plentiful state whereas, a negative report of spare
capacity could fuel fears of supply disruptions and price shocks. Noting a
persistent global demand growth, spare capacity is still rather stagnating, it
is common sense to consider that this trend is also putting crude oil price in
an upwards pressure.
Market Expectation:
Apart
from the level of supply and demand for the physical crude oil, market
expectation has frequently been cited as an important element contributing to
price movement. In October 2014, Goldman Sachs forecasts that despite OPEC’s
latest price reducing efforts in order to maintain market share, oil price will
still be further reduced due to the U.S. increased capacity via non-traditional
oil exploration route. In essence, Goldman Sachs believes that the U.S. shale
oil deposit and its latest extraction technology have enabled it to become the
new first mover swing producer instead of OPEC, and hence, oil price could
continue to decline. Upon the release of this forecast, crude oil price fell
further, hitting a 28-month low of $79.44 per barrel mainly due to market
expectation and sentiments. Market expectation while intangible, can create
volatility in the market as demonstrated above. Many scholars believe that
market expectation is strongly reflected in the futures contracts market by
corresponding activities of trading participants. Hence, they consider that by
analyzing movements in the futures contract market, traders can visualize the
current and future market expectation regarding the price movement patterns.
Crude Oil Futures Market
A
futures contract is an agreement to buy and sell a specified amount of crude
oil at an agreed upon future date, at an agreed upon price and location. Unless
offset, the parties are obligated to complete the agreed transaction at the
expiration date. Market expectation therefore is reflected in the futures
market where buyers and sellers fix future prices corresponding to the delivery
times. Apart from providing much needed liquidity, large international futures
markets also serve as price-signalling centres to worldwide traders as a whole.
Due to their standardized format, futures may not a very efficient instrument
to allocate the trading of the physical commodity. While less than 3% of
futures contracts result in the delivery of crude oil, futures still remain a good
indicative benchmark of market expectation.
On
the other hand, whether price expectations reflected in futures contracts
really contribute to the price setting mechanism is still a highly
controversial issue. Business analysts in general are skeptical against
correlating these two variables. Participants in the futures market in general
are hedgers (commercial) and speculators (non-commercial) who we can
distinguish by their exposures to the physical crude oil traded in the futures
contracts. Some academic scholars also share similar views with business
analysts. Bahattin, Jeffery, Buyuksahin and Harris (2009), using linear Granger
tests, fail to find causality from traders’ positions to prices. On a
behavioural aspect, most traders alter their positions following a price change
which suggests that their activities in the market do not systematically affect
the price but rather, traders are responding to new information reflected in
price changes due to the market efficiency.
Geo-political, economics and natural disasters
Historically,
crude oil price has a strong tendency to react to geo-political and economic
events including weather related developments. In the current landscape, there
is a high degree of uncertainty of future oil supply adequacy and market
participants are continuously trying to assess the size and duration of
possible disruptions. As discussed above, demand tends to be very
“inelastic” to price change in the short term. At the same time, while supply
is concentrated (within some countries with healthy crude oil deposits), demand
is very distributive as other countries need crude oil and its products to
drive their economic activities, any projection of future supply disruptions
should result in a large price hike in order to balance the physical demand and
supply.
Weather
can also play a significant role in creating high price volatility. Hurricanes, earthquakes have been
shutting down major economic activities on both sides of crude oil supply and
demand. Severe cold weather is also an upwards price driver as suppliers
struggle to meet demand for crude oil. In summer, gasoline use
increases during the travel season, increasing demand for oil, leading to an
increase in prices.
OPEC Intervention
OPEC is an
international organization consisting some of the major oil exporting countries
in the world. Currently OPEC has 14 members with Saudi Arabia being the largest
producer. On average OPEC contributes some 40% of the total global crude oil
production and its export represents about 60% of the total crude oil traded
globally. Having such behemoth supply power, OPEC frequently use this position
to place upwards pressure on crude oil price by continuously adjusting the
production capacity and inventory. Apart from the global financial crisis in
2009, the world has hardly seen any other significant discrepancy between OPEC
output and crude oil price.
At the time
of writing, crude oil price is continuing on a declining trend, much at the
irritation of OPEC. For almost 40 years, OPEC was a major force that can
influence crude oil price at the level that could benefits member countries. In
recent years, with Canada and especially the US, increasing on production
capacity, OPEC can no longer assert its authority as before. Canada is one of a
few develop countries that maintain a net export of petroleum products, whereas
huge deposit of shale oil means that the U.S. is gradually approaching the
point where they can become a net exporter. The political landscape of crude
oil is further reformed as the U.S. and the European Community implementing
heavy sanction on Russia which put the oil extraction industry in Russia under
heavy obstacles to find buyers in the U.S and in Europe. Hence, sanctions on
Russia further increase excess production capacity in non OPEC countries.
Experts are predicting that OPEC may have to take action in order to reverse
this declining trend. Some OPEC nations are producing crude oil at breakeven
point well below the current trading price. However, the large majority of OPEC
members are producing crude oil at breakeven points close to well above the
current trading price meaning that they cannot sustain this trend for
long. According to Citi group, Venezuela
is producing crude oil at breakeven of $161 and Libya at $185. Kuwait and Qatar
respectively require $44 and $71 to break even. These staggering differences
again highlight the potential volatility of crude oil production cost from
within OPEC and in the short term, it is prudent to consider that OPEC’s
influence on price is waning.
Crude Oil Price and OPEC Petroleum Production
Interest rate
Interest
rate traditionally is viewed by many scholars as having a negative correlation
with crude oil price. In many cases, a decline in interest rate signals a new
boost in terms of economic activities and hence, increases the demand for crude
oil to fuel these activities. The effect of busy economic activities is further
consolidated by the higher incentive to accumulate inventories and hence,
increases demand for inventories. This influential theory was published by
Frankel in 2008 which shows that the declining interest rate is a decrease in
opportunity cost of holding on crude oil inventories, and hence, bolsters the
demand for crude oil used to accumulate inventories.
Exchange rate
Crude oil
trading is denominated in US dollar and hence, any fluctuation in the dollar
exchange value theoretically can have an effect on the dollar selling price of
crude oil. Oil producing countries place a great interest in monitoring the
price movement of the dollar value. The dollar value directly impacts their oil
revenue, and hence, international purchasing power. Oil consuming countries
which represent the majority of the world demand are, on the other hand,
sensitive to any fluctuation in the US dollar exchange rate due to the change
in net expenses used to purchase oil for consumption and inventories. Fillip
Novotny (2012) proved that the global demand for crude oil is negatively
correlated with the US dollar exchange rate. This phenomenon is explained as
oil consuming countries would import more in the event of a depreciating US
dollar exchange and would refrain from importing in the event that the US
dollar exchange appreciates. As the general demand changes, so too does crude
oil price in a negative correlation and hence, it was concluded that crude oil
price and US dollar exchange hold an inverse relationship and numerically a 1%
depreciation of US dollar exchange rate would induce an increase of 2.1% in
crude oil price.
Test of Correlation and Causality
Further to theories described above, a
multiple linear regression is conducted in order to examine the true extent of
correlation and causality between oil prices and several other fundamental factors.
The data are obtained on a 73 months basis available at the U.S Energy
Information Agency which collect various date on crude oil consumptions as well
as macroeconomics data.
-
WTI Spot: refers to spot price of WTI
traded in the U.S (New York Mercantile Exchange). WTI Spot is used as a
dependent variable in order to test causality of other fundamentals.
-
Real World GDP Growth: the annual real
growth rate on a global scale.
-
Total World Petroleum Consumption:
represents total demand. This variable does not take into account demand for
accumulating inventories. Inventories fluctuation is reflected by another
variable which is Net Inventories Withdrawals.
-
Total World Petroleum Production:
represents the total supply in the analysis.
-
Real U.S Dollar Exchange Rate: reflects
the real value of U.S. dollar in the exchange market. The time series data
shows fluctuations which corresponds to fluctuation in the value of the U.S
dollar.
-
Net Inventories Withdrawals: represents
withdrawals from global inventories including the U.S Strategic Petroleum
Reserve.
-
U.S Prime Lending Rate: is the bank
prime lending rate in the U.S. This rate in the U.S was chosen to reflect the
WTI Spot price in analysis is the spot price traded in the U.S.
-
OPEC Production: OPEC’s means to control
the price by varying the production, and hence, vary the supply side of crude
oil. Hence, OPEC production can be considered as OPEC’s authority on
influencing the price.
The
non-hierarchical multiple regression (stepwise) was used to check the statistically
significant contribution to the variability in crude oil price. Durbin-Watson
residual is also chosen as the data in analysis has time-series
characteristics. The regression shows that based on available data, despite all
independent variables have strong correlations with WTI Spot prices, only Real
World GDP Growth is statistically significant in contributing to the
variability of WTI Spot prices. Since the data set consists of only 73 month
data, it is suspected that power of this regression is not enough to reflect a
strong causality as well as correlation as in reality.
|
Descriptive Statistics
|
|||
|
|
Mean
|
Std. Deviation
|
N
|
|
WTI Spot
|
92.84
|
8.653
|
73
|
|
Real World GDP Growth
|
3.340
|
.8682
|
73
|
|
Total World Petroleum
Consumption
|
89.8892
|
2.25444
|
73
|
|
Total World Petroleum
Production
|
89.8711
|
2.11484
|
73
|
|
Real U.S. Dollar Exchange Rate
|
104.3527
|
4.59357
|
73
|
|
Net Inventory Withdrawals Total
World
|
.0185
|
1.01412
|
73
|
|
U.S. Prime Lending Rate
|
3.2897
|
.14355
|
73
|
|
OPEC Production
|
29.8796
|
.64372
|
73
|
|
Variables Entered/Removeda
|
|||
|
Model
|
Variables Entered
|
Variables Removed
|
Method
|
|
1
|
Real World GDP Growth
|
.
|
Stepwise (Criteria:
Probability-of-F-to-enter <= .050, Probability-of-F-to-remove >= .100).
|
|
a. Dependent Variable: WTI Spot
|
|||
|
Model Summaryb
|
|||||
|
Model
|
R
|
R Square
|
Adjusted R Square
|
Std. Error of the Estimate
|
Durbin-Watson
|
|
1
|
.587a
|
.344
|
.335
|
7.056
|
.463
|
|
a. Predictors: (Constant), Real
World GDP Growth
|
|||||
|
b. Dependent Variable: WTI Spot
|
|||||
|
ANOVAa
|
||||||
|
Model
|
Sum of Squares
|
df
|
Mean Square
|
F
|
Sig.
|
|
|
1
|
Regression
|
1856.210
|
1
|
1856.210
|
37.278
|
.000b
|
|
Residual
|
3535.359
|
71
|
49.794
|
|
|
|
|
Total
|
5391.568
|
72
|
|
|
|
|
|
a. Dependent Variable: WTI Spot
|
||||||
|
b. Predictors: (Constant), Real
World GDP Growth
|
||||||
|
Collinearity Diagnosticsa
|
|||||
|
Model
|
Dimension
|
Eigenvalue
|
Condition Index
|
Variance Proportions
|
|
|
(Constant)
|
Real World GDP Growth
|
||||
|
1
|
1
|
1.968
|
1.000
|
.02
|
.02
|
|
2
|
.032
|
7.873
|
.98
|
.98
|
|
|
a. Dependent Variable: WTI Spot
|
|||||
|
Residuals Statisticsa
|
|||||
|
|
Minimum
|
Maximum
|
Mean
|
Std. Deviation
|
N
|
|
Predicted Value
|
81.38
|
99.51
|
92.84
|
5.077
|
73
|
|
Residual
|
-20.359
|
18.794
|
.000
|
7.007
|
73
|
|
Std. Predicted Value
|
-2.258
|
1.313
|
.000
|
1.000
|
73
|
|
Std. Residual
|
-2.885
|
2.663
|
.000
|
.993
|
73
|
|
a. Dependent Variable: WTI Spot
|
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