. On the other hand, Algeria is especially exposed to climate change effects as the annual
Nonetheless, Algeria has a difficult mission ahead to comply with this target. Its total final
energy consumption has increased 32% from 2010 to 2014, its major energy increases being related
].
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2018, 11, 1656
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These energy increases have been accompanied by CO
2
emissions increases, due to the positive
evolution of the consumption of non-renewable energy and the insignificant effect of renewable
energy on environment improvement [
6
]. In this regard, the Algerian CO
2
Emissions Intensity
−
Power
sub-index from the Environmental Performance Index has not improved from its baseline score
(referred to ten years previous to current) [
7
]. Thus, if the Algerian authorities want to fulfill their INDC
targets while improving the wellbeing of its citizens, some energy policies ought to be undertaken
to cushion the probable adverse effects of the increasing electricity demand. In that sense, energy
policies may be more globally-effective in the residential sector than in others [
8
], as residential energy
consumption is difficult to displace offshore, contrary to what is happening in other sectors [
9
,
10
].
Therefore, the analysis of the evolution of residential electricity use becomes especially interesting,
and even more so in countries such as Algeria, in which substantial growth is expected.
Since the seminal study by Kraft and Kraft [
11
], the energy-growth nexus have been widely
analyzed. However, the empirical evidence is mixed in terms of the direction of causality between
variables [
12
]. Most studies are related to electricity energy and developed countries [
13
], those referred
specifically to Algeria being scarce. To our knowledge, only two studies specifically refer to Algeria.
The study by Souhila and Kourbali [
14
] examined the relationships between energy and economic
growth in the 1965–2008 period, finding unidirectional causality running from GDP to energy
consumption. Likewise, Bélaïd and Abderrahmani [
15
] examined the causal relationship between
electricity consumption, oil price and economic growth for Algeria over the period of 1971–2010.
The authors found bidirectional causal relationships between electricity use and economic growth.
In addition to these studies, the causal relationships between energy and economic growth in Algeria
have been also examined in other papers referred to several countries. Among these, it may be cited
those by Wolde-Rufael [
16
,
17
] related to African countries, those by Ozturk and Acaravci [
18
] and
Omri [
19
] referred to MENA countries, those by Squalli [
20
] referred to OPEC members and those
by Ozturk et al. [
18
] referred to developing countries. In general, these papers find that causality
runs from economic growth to energy or electricity consumption in Algeria, although the study by
Ozturk amd Acaravci [
18
] does not find cointegration among the variables and that by Omri [
19
] finds
bidirectional causality.
Regarding the analysis of the relationships between the residential energy consumption and
income growth, most previous papers focus on the microeconomic behavior of households [
21
–
23
].
These studies find that growth in residential energy demand depends on the household’s income
level. From a macroeconomic perspective, most of the studies that analyze the relationship between
residential energy and income, estimate the short-run and the long-run elasticity of residential demand
for electricity. Among them, Silk and Joutz [
24
] refer to the USA, Holtedahl and Joutz [
25
] to Taiwan,
Hondroyiannis [
26
] to Greece, Filippini and Pachuari [
27
] to India, Narayan and Smyth [
28
] to Australia,
Atakhanova and Howie [
29
] to Kazakhstan, Halicioglu [
30
] to Turkey, Nasir et al. [
31
] to Pakistan,
Athukorala and Wilson [
32
] to Sri Lanka, Blázquez et al. [
33
] and Romero-Jordán et al. [
34
] to Spain,
Atalla and Hunt [
35
] to the Gulf Cooperation Council countries, and Schulte and Heindl [
36
] to
Germany. Very little attention has been given to regions such as Africa and Latin America.
Moreover, these previous studies do not consider how the relationships between residential
electricity use and income may vary as income grows. In this regards, some previous studies
have examined the non-linear relationships between economic growth and energy consumption,
borrowing the idea of the EKC by testing the so called energy-EKC hypothesis [
37
]. This last
hypothesis states that energy consumption increases with economic growth up to a certain income
level, after which it declines. In line with the EKC hypothesis, the inverted-U path for energy use
may been explained in terms of structural changes in the composition of economic output and energy
efficiency gains [
38
,
39
]. The studies by Suri and Chapman [
40
], Richmond and Kaufmann [
38
,
41
],
Nguyen-Van [
39
], Yoo and Lee [
42
], and Sbia et al. [
43
] find evidence for the existence of an inverted-U
curve relationships between variables. Nevertheless, other studies fail to support the inverted-U curve
hypothesis. Among them, it may be cited the study by Luzzati and Orsini [
44
], Zilio and Recalde [
45
],
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2018, 11, 1656
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and Pablo-Romero and De Jesús [
46
]. Most of these studies refers to international panel data, none of
them being focused on Algeria.
Focusing on the residential energy use, Yin et al. [
47
] include income per capita and its squared
value as explanatory variables when analyzing the residential electricity consumption elasticity values
in China. Likewise, Pablo-Romero et al. [
48
] also include income per capita squared and cubed variables
when analyzing whether joining the Covenant of Mayors is reducing municipalities’ residential
electricity consumption in Andalusia by testing an energy-environmental Kuznets curve. In the
same way, income per capita in squared and cubed terms are also considered by Pablo-Romero and
Sánchez-Braza [
8
] when estimating the energy demand, considering residential energy consumption
and income for the EU-28 countries.
Following these last papers, the relationship between residential electricity use and income is
analyzed for Algeria in the period 1970–2013, by estimating a residential electricity consumption per
capita demand function which depends on GDP per capita, its squared and cubed terms, the electricity
prices, and the goods and services imports.
This study enlarges the previous literature by focusing the analysis on electricity consumption of
the residential sector. Additionally, to our knowledge, this is the first work to analyze the non-linearity
relationships for residential electricity consumption and income for an African country, Algeria.
Thus, knowledge of these relationships is important to better implement energy and environmental
policies, especially in countries similar to Algeria, which are developing and increasing their electricity
demand. The methodology applied is the extended autoregressive distributed lag model (ARDL) with
break points. Considering break points appears to be convenient, as the Algerian GDP growth trend
since 1970 to 2010 shows different patterns, which may be related to certain political decisions, mainly
developed in the 1980s [
15
].
The remainder of this paper is organized as follows: in Section
2
the methodology is explained.
In Section
3
a descriptive analysis is made and the statistical information sources used are specified.
In Section
4
the results are presented. In Section
5
the results are discussed. Finally, the main conclusions
and policy implications are given in Section
6
.
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