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Do aggregate domestic consumption spending & technological innovation affect industrialization in South Africa? An application of linear & non-linear ARDL models

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  • Manzoor Ahmad
  • Shoukat Iqbal Khattak
  • Shehzad Khan
  • Zia Ur Rahman

Abstract

The current paper has attempted to measure the effect of the positive and negative shocks of aggregate domestic consumption spending (ADCS) and technological innovation (TINN) on industrialisation in South Africa using the time-series data from 1980 to 2014. The ARDL estimations indicated that the ADCS and TINN determine industrialisation in both the short term and long term, while the NARDL estimations suggested that the positive shocks in ADCS and TINN have a positive effect on industrialisation in both the short run and long run. Our results validated an asymmetrical association between TINN and industrialisation, and between ADCS and industrialisation.

Suggested Citation

  • Manzoor Ahmad & Shoukat Iqbal Khattak & Shehzad Khan & Zia Ur Rahman, 2020. "Do aggregate domestic consumption spending & technological innovation affect industrialization in South Africa? An application of linear & non-linear ARDL models," Journal of Applied Economics, Taylor & Francis Journals, vol. 23(1), pages 44-65, January.
    • Handle: RePEc:taf:recsxx:v:23:y:2020:i:1:p:44-65
    DOI: 10.1080/15140326.2019.1683368
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    Cited by:

    1. Ahmad, Manzoor & Zheng, Jianghuai, 2021. "Do innovation in environmental-related technologies cyclically and asymmetrically affect environmental sustainability in BRICS nations?," Technology in Society, Elsevier, vol. 67(C).
    2. Liguo, Xin & Ahmad, Manzoor & Khattak, Shoukat Iqbal, 2022. "Impact of innovation in marine energy generation, distribution, or transmission-related technologies on carbon dioxide emissions in the United States," Renewable and Sustainable Energy Reviews, Elsevier, vol. 159(C).
    3. Simbarashe Tendengu & Forget Mingiri Kapingura & Asrat Tsegaye, 2022. "Fiscal Policy and Economic Growth in South Africa," Economies, MDPI, vol. 10(9), pages 1-14, August.
    4. Usman Mehmood & Salman Tariq & Zia Ul-Haq & Ephraim Bonah Agyekum & Salah Kamel & Mohamed Elnaggar & Hasan Nawaz & Ammar Hameed & Shafqat Ali, 2022. "Can Financial Institutional Deepening and Renewable Energy Consumption Lower CO 2 Emissions in G-10 Countries: Fresh Evidence from Advanced Methodologies," IJERPH, MDPI, vol. 19(9), pages 1-18, May.
    5. Ahmad, Manzoor, 2021. "Non-linear dynamics of innovation activities over the business cycles: Empirical evidence from OECD economies," Technology in Society, Elsevier, vol. 67(C).
    6. Joseph Phiri & Karel Malec & Aubrey Sakala & Seth Nana Kwame Appiah-Kubi & Pavel Činčera & Mansoor Maitah & Zdeňka Gebeltová & Cathy-Austin Otekhile, 2022. "Services as a Determinant of Botswana’s Economic Sustainability," IJERPH, MDPI, vol. 19(22), pages 1-21, November.
    7. Xin, Daleng & Ahmad, Manzoor & Lei, Hong & Khattak, Shoukat Iqbal, 2021. "Do innovation in environmental-related technologies asymmetrically affect carbon dioxide emissions in the United States?," Technology in Society, Elsevier, vol. 67(C).
    8. Nihal Ahmed & Franklin Ore Areche & Dante Daniel Cruz Nieto & Ricardo Fernando Cosio Borda & Berenice Cajavilca Gonzales & Piotr Senkus & Paweł Siemiński & Adam Skrzypek, 2022. "Nexus between Cyclical Innovation in Green Technologies and CO 2 Emissions in Nordic Countries: Consent toward Environmental Sustainability," Sustainability, MDPI, vol. 14(18), pages 1-20, September.
    9. Surbhi Bansal & Pushp Kumar & Shan Mohammad & Nazim Ali & Mohd Arshad Ansari, 2021. "Asymmetric effects of cereal crops on agricultural economic growth: a case study of India," SN Business & Economics, Springer, vol. 1(12), pages 1-19, December.
    10. Mansoor Ahmed & Wen Huan & Nafees Ali & Ahsan Shafi & Muhsan Ehsan & Kamal Abdelrahman & Anser Ali Khan & Saiq Shakeel Abbasi & Mohammed S. Fnais, 2023. "The Effect of Energy Consumption, Income, and Population Growth on CO 2 Emissions: Evidence from NARDL and Machine Learning Models," Sustainability, MDPI, vol. 15(15), pages 1-19, August.
    11. Assad Ullah & Xinshun Zhao & Muhammad Abdul Kamal & Adeel Riaz & Bowen Zheng, 2021. "Exploring asymmetric relationship between Islamic banking development and economic growth in Pakistan: Fresh evidence from a non‐linear ARDL approach," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 6168-6187, October.

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