| Literature DB >> 36157279 |
Najid Ahmad1, Fredj Jawadi2, Muhammad Azam3.
Abstract
This paper measures the impact of multi-market institutions, renewable energy consumption, and infrastructure on sustainable development in 76 selected countries over the period 2000-2015. To this end, we applied a dynamic Ordinary Least Square method with fixed effects, which has the advantage of further addressing cross-section heterogeneity in the sample. Our findings contribute two significant findings to the literature. First, we point to the importance of multi-market institutions in driving sustainable development. Second, we find that renewable energy, economic and social infrastructure can boost sustainable development, while financial infrastructure has a reverse effect. This finding is useful to target the most effective drivers for sustainable development.Entities:
Keywords: Financial infrastructure; Multi-market institutions; Renewable energy; Sustainable development
Year: 2022 PMID: 36157279 PMCID: PMC9484349 DOI: 10.1007/s10614-022-10302-1
Source DB: PubMed Journal: Comput Econ ISSN: 0927-7099 Impact factor: 1.741
Fig. 1Dynamic Institutions & Sustainable Development Relationship.
Source: Authors
Results of Unit Root Tests
| Im, Pesaran, Shin (IPS) Test | Levin, Lin and Chu test | |||
|---|---|---|---|---|
| Variable | Level | 1st difference | Level | 1st difference |
| SD | − 0.33(0.36) | − 7.64(0.00) | 5.25*(0.00) | 12.94*(0.00) |
| FDI | − 3.11*(0.00) | − 10.96*(0.00) | 5.95*(0.00) | 12.54*(0.00) |
| LXP | − 50.10*(0.00) | − 15.82*(0.00) | 43.66*(0.00) | 24.43*(0.00) |
| URBN | 15.65(1.00) | − 22.29*(0.00) | 3.706(0.99) | 86.83*(0.00) |
| RQ | − 2.68*(0.00) | − 11.69*(0.00) | − 11.2*(0.00) | − 24.32*(0.00) |
| SM | 1.94(0.97) | − 8.95*(0.00) | 0.33(0.62) | 10.07*(0.00) |
| POLITY_II | − 3.08*(0.00) | − 6.75*(0.00) | − 6.58*(0.00) | − 4.54*(0.00) |
| REG | − 3.19*(0.00) | − 7.15*(0.00) | 7.06*(0.00) | 4.41*(0.00) |
| GDP | 0.36(0.64) | − 4.97*(0.00) | 5.95**(0.00) | 13.04*(0.00) |
| SEINF | 13.87(1.00) | − 9.57*(0.00) | 1.85(0.96) | 30.57*(0.00) |
| DCP | 1.04(0.85) | − 3.78*(0.00) | 2.26**(0.017) | 7.89*(0.00) |
| REC | 5.14(1.00) | − 18.93*(0.00) | 2.62*(1.00) | − 22.59*(0.00) |
*and**indicate variable is significance at 1% and 5% level of significance. P value in ()
Results of Pedroni Cointegration Tests
| Model | 1 | 5 | 6 | 7 | 8 |
|---|---|---|---|---|---|
| Panel v statistic | − 3.99 | − 2.51 | − 3.80 | − 5.67 | − 5.41 |
| Panel rho-statistic | 4.00 | 3.75 | 5.67 | 6.03 | 5.31 |
| Panel PP-statistic | − 8.43* | − 8.84* | − 9.62* | − 7.91* | − 8.68* |
| Panel ADF-statistic | − 3.09* | − 0.52 | 0.62 | − 1.12 | − 2.49* |
| Group rho-statistic | 9.13 | 7.13 | 10.08 | 9.32 | 7.19 |
| Group PP-statistic | − 9.30* | − 13.28* | − 20.22* | − 23.75* | − 10.90* |
| Group ADF-statistic | − 0.09 | − 2.04** | − 3.25* | − 3.14* | − 1.92** |
*and**indicate significance level at 1% and 5% respectively
Results of estimation of multi-market institutions -sustainable development relationship
| Model | 1 | 5 | 6 | 7 | 8 | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| VARIABLES | SD | SD | SD | SD | SD | |||||
| FE | DOLS | FE | DOLS | FE | DOLS | FE | DOLS | FE | DOLS | |
| RQ | 3.854** | 3.817* | 2.909** | 4.217** | ||||||
| (1.521) | (1.995) | (1.465) | (2.017) | |||||||
| SM | 0.945*** | 0.944** | 1.019*** | 1.019*** | ||||||
| (0.225) | (0.295) | (0.205) | (0.276) | |||||||
| REG | 0.850** | 0.852* | 1.170*** | 1.019*** | ||||||
| (0.393) | (0.516) | (0.354) | (0.276) | |||||||
| POLITY II | − 0.0322 | − 0.0321 | − 0.032 | − 0.032 | ||||||
| (0.0396) | (0.052) | (0.039) | (0.054) | |||||||
| REC | 0.159*** | 0.159 | 0.1802*** | 0.149*** | 0.149*** | 0.157*** | 0.149** | 0.161*** | 0.161*** | |
| (0.0473) | (0.0622) | (0.0630) | (0.0442) | (0.0597) | (0.0445) | (0.0597) | (0.044) | (0.060) | ||
| GDP | 0.000721*** | 0.0007*** | 0.0007*** | 0.0007*** | 0.0007*** | 0.0007*** | 0.0007*** | 0.0007*** | 0.0007*** | 0.000*** |
| (0.000104) | (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | |
| DCP | − 0.0926*** | − 0.09*** | − 0.0795*** | − 0.0860*** | − 0.0982*** | − 0.0981*** | − 0.0962*** | − 0.0981*** | − 0.0923*** | − 0.0923*** |
| (0.0122) | (0.0159) | (0.0117) | (0.0161) | (0.0114) | (0.0154) | (0.0115) | (0.0154) | (0.011) | (0.015) | |
| SEINF | 0.222*** | 0.222*** | 0.186*** | 0.27097*** | 0.274*** | 0.274*** | 0.288*** | 0.2745*** | 0.314*** | 0.314*** |
| (0.0663) | (0.0872) | (0.0576) | (0.876) | (0.0617) | (0.0834) | (0.062) | (0.083) | (0.062) | (0.084) | |
| FDI | 0.421** | 0.421** | 0.416** | 0.452** | 0.380** | 0.380** | 0.429*** | 0.380** | 0.431*** | 0.431** |
| (0.166) | (0.2187) | (0.163) | (0.222) | (0.158) | (0.214) | (0.159) | (0.214) | (0.16) | (0.217) | |
| LXP | − 0.486*** | − 0.48*** | − 0.400*** | − 0.392** | − 0.468*** | − 0.468*** | − 0.503*** | − 0.468*** | − 0.433*** | − 0.433*** |
| (0.102) | (0.133) | (0.0954) | (0.1315) | (0.0901) | (0.1218) | (0.092) | (0.121) | (0.091) | (0.123) | |
| URBAN | − 0.171*** | − 0.17*** | − 0.133*** | − 0.1631*** | − 0.187*** | − 0.187*** | − 0.192*** | − 0.187*** | − 0.184*** | − 0.184*** |
| (0.0401) | (0.0528) | (0.0331) | (0.0536) | (0.0394) | (0.0532) | (0.039) | (0.053) | (0.039) | (0.054) | |
| Constant | 10.36 | 21.64*** | 14.86** | 15.98*** | 16.04*** | |||||
| (7.051) | (6.024) | (6.022) | (6.061) | (6.094) | ||||||
| Observations | 948 | 948 | 1001 | 948 | 1015 | 1015 | 1015 | 1015 | 1015 | 1015 |
| R-squared | 0.191 | 0.847 | 0.152 | 0.843 | 0.175 | 0.841 | 0.163 | 0.839 | 0.154 | 0.837 |
| No. of country | 76 | 76 | 76 | 76 | 76 | 76 | 76 | 76 | 76 | 76 |
*,**,***shows the level of significance at 10%, 5%, and 1% respectively. Standard errors are in parenthesis. RQ is regulatory quality, SM is sound money index, REG is index of regulation in business and market, POLITY_II is polity II index, REC is renewable energy, GDP is gross domestic product per capita, DCP is domestic credit by banks to private sectors, SEINF is basic sanitation service, FDI is foreign direct investment, LXP is life expectancy, and URBAN is urban population