Table 6.
Granger causality test.
Dependant Variable
Short Run Analysis
Long Run Analysis
Delec
Dimp
Dp
Dy
ECM
t−1
Delec
-
11.89 ***
7.53 **
7.75 **
0.037 ***
Dimp
2.29
-
2.30
3.47
0.027
Dp
1.31
1.35
-
2.34
0.016
Dy
2.04
15.35 ***
2.30
-
0.001
Note: The values in the table are obtained from the Wald test based on the chi-square distribution. *** and ** denote
statistical significance at the 1% and 5%, respectively.
5. Discussion
Algeria is a country affected by desertification and is especially vulnerable to the effects of climate
change. Traditionally, it has been a low GHG-emitting country, but with a notably increasing energy
consumption in recent years, especially in the residential sector electricity consumption. Energy and
electricity production is based essentially on natural gas, this country being included in the top ten
natural gas producers in the world [
4
]. Nevertheless, it is worth noting that the declining natural
gas production is an incontrovertible trend [
82
]. Therefore, on the one hand, the main source of
energy production is declining and, on the other, a rapidly growing domestic gas demand has become
a major issue. The energy measures included in the Algerian INDC are aimed at reducing the global
consumption of energy by 9% by 2030 and at diversifying the energy mix by reaching 27% of electricity
being generated from renewable energy sources [
3
].
One of the main issues in reducing energy consumption is related to residential electrical
energy consumption. The results of this study show that the relationships between electricity use
and GDP (in per capita terms) present an inverted N-shape, with the second turning point having
been reached Therefore, promoting growth in Algeria could be convenient in order to reduce the
electricity consumption, as higher income levels may be allowing the purchase and use of more efficient
appliances. McNeil and Letschert [
83
] state that much of the growth in electricity consumption in
the developing world comes from the uptake of refrigerators and washing machines. Nevertheless,
when the market is saturated because the whole population owns these appliances, there is greater
potential for electricity reduction from maximizing the efficiency of these large products. In that sense,
higher income facilitates purchasing energy efficient appliances, as it depends on financial capacity.
Nevertheless, two main questions may be taken into consideration. Firstly, the results are
supported for the per capita electricity consumption. However, the population growth in Algeria is
remarkable throughout the studied period, with the annual average being 3.8%, and is still notable
in recent years, with a yearly growth rate in 2016 equal to 1.79% [
64
]. Therefore, reductions in per
capita terms may be mitigated, or at least reduced, when considered in absolute terms. Secondly,
the results also show that the time trend variable is significant and positive, showing that the electricity
consumption in per capita terms grows over time due to other factors not considered in the estimate.
In that regard, urbanization and lifestyle changes may be included among these factors, as commented
before. These effects seems to be especially relevant, as despite the negative effect of income growth
on electricity consumption in households, the growth in electricity consumption has continued to
take place in Algeria. That is to say, the increase in income has not been sufficient to compensate for
the effect that other factors have had on the growth of residential electricity consumption, such as
urbanization or the change of lifestyle.
Energies 2018, 11, 1656
13 of 18
Therefore, Algeria has to implement some electricity policy measures, if it wants to comply
with its INDC commitments. On the one hand, renewable energies may be adequate to increase the
electricity production to cover the increasing residential demand with low emissions. In this regard,
Algeria has one of the largest solar resources in the world (exceeding 5 billion GWh/yr) [
84
] and
a notable geothermal reservoir in the Albian aquifer (over 700,000 km
2
) [
3
]. In order to increase
its renewable energy production, the Algerian Government set the Renewable Energy and Energy
Efficiency Development Plan 2011–2030, the Renewable Energy and Energy Efficiency Development
Plan 2015–2030 and implemented some financial measures such as the feed-in tariff scheme for
solar PV installations, the renewable energy fund for investments and the national fund for energy
management [
4
]. Nevertheless, the electricity production from solar or wind energy is very low.
According to the last energy balance, the electricity production from solar and wind energy was only
8 Ktep in 2015, while total production was 16,425 Ktep [
85
]. Thus, the policy measures established
until now may not be considered sufficient to promote the use of renewable energies. Algeria needs to
implement more incentive schemes and better coordinated public support programs and public-private
partnerships in order to develop local industries [
82
]. For example, Sellami et al. [
86
] state that
Algeria has an enormous potential market for the solar water heater, but its development and
commercialization remain in their infancy, due to the lack of specific incentive laws and the absence
of a local specialized industry. Along this line, Pitelis and Teece [
87
] consider that local markets
may be co-created by joint multinational foreign investment and home/host/international policies,
which imply interactions between business and governmental efforts [
88
].
However, these measures may be conditioned by the high Algerian budget deficit. Thus, the low
oil price is recently having negative impacts on the economy, government budget and external finances,
as the oil and gas sector accounts for more than 95% of export revenue [
89
]. Therefore, the promotion
of renewable energy may be conditioned by international aid and foreign investment. In this regard,
some barriers may hinder new foreign investments. Among them, the Santander Bank [
90
] considers
that bureaucracy, corruption, legal insecurity and a weak financial sector are investment barriers.
In fact, according to the Doing Business 2016 Report [
91
] Algeria is ranked 156 out of 190. Therefore,
it is considered necessary to improve the conditions that favor foreign investment.
On the other hand, the Algerian Government may control the rapid growth in electricity
consumption by adjusting electricity tariffs to rationalize its consumption. As stated in Aissaoui [
82
],
progressively raising prices becomes necessary in order to adjust them to electricity production
costs. The results show that price is currently not significant in reducing electricity consumption,
which could be related to its low level, as they are still being highly subsidized. Nevertheless, raising
residential electricity prices may be done slowly and incrementally, as Algeria may be considered
a politically sensitive area. As stated in Bouznit and Pablo-Romero [
1
], it is indispensable to undertake
compensatory schemes, such as protecting low income households.
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