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Time-frequency Relationship between Innovation and Energy Demand in Pakistan: Evidence from Wavelet Coherence Analysis

Author

Listed:
  • Muhammad Salman Shabbir

    (School of Business Management, University Utara Malaysia, Malaysia)

  • Mohd Noor Mohd Shariff

    (College of Business, University Utara Malaysia, Malaysia,)

  • Muzaffar Asad

    (School of Accounting and Finance, Faculty of Management Studies, University of Central Punjab, Lahore, Pakistan)

  • Rabia Salman

    (School of Business Management, University Utara Malaysia, Malaysia,)

  • Israr Ahmad

    (School of Business Management, University Utara Malaysia, Malaysia)

Abstract

This study examines the empirical relationship of innovation and energy demand by wavelet transform context. This innovative technique allowed the decomposition time-series of different time-frequency domains. The continuous wavelet and the wavelet coherence power spectrum is adopted in this study. The relationship between innovation and energy is investigated by using the annual data of Pakistan, from 1997 to 2016 by using three proxies of innovation which includes research & development expenditures, high technology exports, and the number of registered patent by residents. The overall results of the wavelet coherency propose that the measures of innovation are beneficial to bring change in the demand of energy in Pakistan in the long-run period. Furthermore, the results suggested that the technology-oriented innovations have reached to the level of bringing a notable reduction in the level of energy consumption in Pakistan.

Suggested Citation

  • Muhammad Salman Shabbir & Mohd Noor Mohd Shariff & Muzaffar Asad & Rabia Salman & Israr Ahmad, 2018. "Time-frequency Relationship between Innovation and Energy Demand in Pakistan: Evidence from Wavelet Coherence Analysis," International Journal of Energy Economics and Policy, Econjournals, vol. 8(5), pages 251-258.
    • Handle: RePEc:eco:journ2:2018-05-31
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    References listed on IDEAS

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    Cited by:

    1. Mohd Firdaus Ruslan, 2018. "A Review and Research Direction: Business Incubators in Malaysia," The Journal of Social Sciences Research, Academic Research Publishing Group, pages 106-111:4.
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    3. Sampene, Agyemang Kwasi & Li, Cai & Wiredu, John, 2024. "An outlook at the switch to renewable energy in emerging economies: The beneficial effect of technological innovation and green finance," Energy Policy, Elsevier, vol. 187(C).

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    More about this item

    Keywords

    Technology innovation; energy; wavelet coherence; continuous wavelet transform;
    All these keywords.

    JEL classification:

    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • K32 - Law and Economics - - Other Substantive Areas of Law - - - Energy, Environmental, Health, and Safety Law
    • P18 - Political Economy and Comparative Economic Systems - - Capitalist Economies - - - Energy; Environment

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