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. 2022 Nov 16;7:959091. doi: 10.3389/fsoc.2022.959091

Table 7.

Panel ARDL results.

Model 1 Model 2 Model 3 Model 4
GCC countries (a)
Long-run Equation
Ict −0.000600 −0.0049440*** −0.015521 −2.561476
Mobile 0.1093993*** 0.046475*** −0.405479*** 0.270937
Tram −0.137944*** 0.106300*** 0.793005*** 2.059094
Short-run equation
CointeQ01 −0.131353 −0.300004** −0.88190 −0.076496
D [Dependant variable (-1)] 0.336958*** 0.203298 0.165236 1.189479
D (ict) 0.001714 −0.008856 −0.00326 0.150450
D (Mobile) −0.011846 −0.004859 −0.012023 −0.097120
D (Tram) 0.008838 0.001553 −0.005784 −0.149204
AIC criteria −5.751198 −3.917388 −5.314600 −3.166857
Schwarz criteria −4.427140 −3.011453 −3.990541 −1.842798
Log Likelihood 402.0719 274.0433 375.8760 247.0114
Advanced countries (b)
Long-run Equation
Ict 0.159112*** 0.275712*** −0.095697*** −0.374650***
Mobile 0.082525*** −0.065814* 0.008114 0.085861
Tram −0.0113448*** −0.073502*** 0.012615*** 0.198459**
Short-run equation
CointeQ01 −0.289455*** −0.358416*** −0.263254*** −0.202385*
D [Dependant variable(−1)] 0.452032*** −0.065845** −0.008722
D (ict) −0.050052 −0.118144*** 0.028629*** −0.003235
D (Mobile) −0.046554 −0.063591 0.010265 0.092303
D (Tram) 0.113003*** 0.038430 −0.001031 −0.011340
AIC criteria −5.555948 −5.194752 −7.185032 −5.357264
Schwarz criteria −4.272868 −4.046733 −6.307136 −4.614429
Log Likelihood 407.0247 378.2694 491.6570 370.5076

***, **, and * denote 1, 5, and 10% significant levels, respectively.