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Do economic complexity and energy consumption affect environmental performance? Evidence based on the LCC hypothesis in the Türkiye economy Cover

Do economic complexity and energy consumption affect environmental performance? Evidence based on the LCC hypothesis in the Türkiye economy

By:  and    
Open Access
|Dec 2025

Figures & Tables

Table 1.

Variables and Descriptive Statistics

VariablesAbbreviationMeasurement UnitSource
Load Capacity FactorlnLCFBiocapacity/ecological footprint (per capita in gha)Global Footprint Network
Economic GrowthlnGDPGDP per capita, constant 2015 US$World Bank
Economic Growth SquaredlnGDP2Quadratic form of economic growthCalculated by the authors.
Economic Complexity IndexlnECIIndex value between −2.5 and +2.5Atlas of Economic Complexity
Energy ConsumptionlnEUPrimary energy consumption per capita (kWh/person)International Energy Agency
Descriptive Statistics
lnLCFlnGDPlnGDP2lnECIlnEU
Mean−0.6209.06782.3020.1837.244
Median−0.6589.03681.6420.1997.265
Maximum−0.3659.59792.0930.3787.547
Minimum−0.8288.62074.306−0.0206.906
Std. Dev.0.1580.3045.5250.1040.207
Skewness0.2160.1360.169−0.259−0.044
Kurtosis1.4811.6891.7082.2731.572
Jarque-Bera3.0132.1652.1570.9622.474
Probability0.2220.3390.3400.6180.290
Observations2929292929
Figure 1:

Empirical Analysis Diagram

Table 2.

Fourier ADF and Standard ADF unit root test results

FADFADF
VariablesFrequency (k)FADF Test StatisticF Test StatisticI(0)I(1)
lnLCF1−1.9721.6611.036 (0.660)−5.971 (0.000)***
lnGDP30.1154.6520.257 (0.971)−4.799 (0.000)***
lnGDP230.5495.1140.398 (0.979)−4.742 (0.000)***
lnECI5−1.3942.634−2.045 (0.267)−7.580 (0.000)***
lnEU1−1.8411.464−0.962 (0.752)−4.725 (0.000)***

Notes:

*** p<0.01,

** p<0.05,

* p<0.1.

Critical values for the F-statistic: 1% (10.35), 5%(7.58), 10% (6.35).

Table 3.

FADL Cointegration Test Results

Dep. var.Indep. var.kMin_AICFourier ADL test statistic
lnLCFlnGDP, lnGDP2, lnECI, lnEU4−4.454−6.137***

Notes:

*** p<0.01,

** p<0.05,

* p<0.1.

Critical values Fourier ADL: 1% (−4.75), 5% (−4.03), 10% (−3.65).

Table 4.

Long-Term Estimator Results

Dep. Var. : lnLCFFMOLSDOLSCCR
lnGDP−3.278 (0.002)***−2.875 (0.030)**−3.097 (0.014)**
lnGDP20.177 (0.002)***0.155 (0.024)**0.170 (0.011)**
lnECI−0.135 (0.004)***−0.151 (0.011)**−0.132 (0.020)**
lnEU−0.838 (0.000)***−0.824 (0.000)***−0.914 (0.000)***
C20.488 (0.000)***18.559 (0.000)***19.994 (0.000)***
SIN0.008 (0.031)**0.008 (0.114)0.008 (0.057)*
COS−0.001 (0.743)−0.001 (0.762)−0.001 (0.998)
ECTt−1−0.839 (0.000)***−0.816 (0.000)***−0.829 (0.000)***

Notes:

*** p<0.01,

** p<0.05,

* p<0.1.

DOI: https://doi.org/10.2478/rsep-2025-0011 | Journal eISSN: 2547-9385 | Journal ISSN: 2149-9276
Language: English
Page range: 21 - 30
Submitted on: Oct 18, 2025
Accepted on: Nov 19, 2025
Published on: Dec 31, 2025
Published by: BC Publishing
In partnership with: Paradigm Publishing Services
Publication frequency: 2 issues per year
JEL:

© 2025 Selin Dinçer, Fatih Akın, published by BC Publishing
This work is licensed under the Creative Commons Attribution-NonCommercial 4.0 License.