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Exploratory Data Analysis of Big Data on Semiconductor Industry

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Cutting-Edge Business Technologies in the Big Data Era (SICB 2023)

Part of the book series: Studies in Big Data ((SBD,volume 136))

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Abstract

Semiconductors are a key import and export good for India, and it is anticipated that they will continue to play a big role in the country’s economy going forward. Since the non face-to-face economy is likely to grow as a result of the COVID-19 pandemic, the semiconductor sector is thus a crucial part of the 4th Industrial Revolution and is expected to continue expanding. This research study analyzes the global supply chain for semiconductors and related equipment in India by examining semiconductor imports and exports by semiconductor type, quantity, target country, and domestic region, using import/export microdata.

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References

  1. Paswan, A.S., Jha, S.N.: An econometric study of export or import led growth hypothesis in India. Delhi Bus. Rev. 22(1), 72–73 (2021)

    Article  Google Scholar 

  2. Ciani, A., Nardo, M.: The position of the EU in the semiconductor value chain: evidence on trade, foreign acquisitions, and ownership. European Commission (2022)

    Google Scholar 

  3. Cohen, M.A., Ho, T.H., Ren, Z.J., Terwiesch, C.: Measuring imputed cost in the semiconductor equipment supply chain. Manag. Sci. 49(12), 1653–1670 (2003)

    Article  Google Scholar 

  4. Chiang, D., Guo, R.-S., Chen, A., Cheng, M.-T., Chen, C.-B.: Optimal supply chain configurations in semiconductor manufacturing. Int. J. Product. Res. 45(3), 631–651 (2007)

    Article  Google Scholar 

  5. Debnath, A., Laskar, A., Bhattacharjee, N., Mazmuder, N.: Is India’s GDP really led by export? a further examination. J. Transnational Manag. 19(4), 247–260 (2014)

    Article  Google Scholar 

  6. Degbotse, A., et al.: Plan its semiconductor supply chain. Informs J. Appl. Analytics 43(2), 130–141 (2013)

    Article  Google Scholar 

  7. Denton, B.T., Forrest, J., Milne, R.J.: IBM solves a mixed-integer program to optimize its semiconductor supply chain. Interfaces 36(5), 386–399 (2006)

    Article  Google Scholar 

  8. Venkatraja, B.: Testing the export-led growth hypothesis for India: an econometric analysis. Int. Aff. Glob. Strategy 37, 74–83 (2015)

    Google Scholar 

  9. Gunasekaran, A., Ngai, E.W.T.: Information systems in supply chain integration and management. Eur. J. Oper. Res. 159(2), 269–295 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  10. Hermann, P.R., Mobert, J.: Semiconductors or Petroleum - which is traded most. Deutsche Bank Research (2021)

    Google Scholar 

  11. Hsiao, J., Weng, M.C., Su, S.C.: The relationship between organizational structure, supply chain management, and organizational performance: a study on the semiconductor industry. J. Inform. Optim. Sci/ 29(2), 217–240 (2008)

    MATH  Google Scholar 

  12. Hwang, B.N., Chang, S.C., Yu, H.C., Chang, C.W.: Pioneering e-supply chain integration in semiconductor industry: a case study. Int. J. Adv. Manuf. Technol. 36(7–8), 825–832 (2008)

    Article  Google Scholar 

  13. Hwang, B.N., Lu, T.P.: Key success factor analysis for E-SCM project implementation and a case study in semiconductor manufacturers. Int. J. Phys. Distrib. Logistics Manag. 43(8), 657–683 (2013)

    Article  Google Scholar 

  14. Hwang, B.N., Huang, C.Y., Wu, C.H.: A TOE approach to establish a green supply chain adoption decision model in the semiconductor industry. Sustainability 8(2), 168–198 (2016)

    Article  Google Scholar 

  15. Biberman, J.: Manufacturing the Digital Revolution: Building a Sustainable Supply Chain for ICT-Driven Development in India. In: CSD Working Paper Series, Center for Sustainable Development Columbia University (2022)

    Google Scholar 

  16. Khan, S.: US Semiconductor Exports to China: Current Policies and Trends (2020)

    Google Scholar 

  17. Lee, Y.H., Chung, S., Lee, B., Kang, K.H.: Supply chain model for the semiconductor industry in consideration of manufacturing characteristics. Product. Plann. Control 17(5), 518–533 (2006)

    Article  Google Scholar 

  18. Lin, J., Spiegler, V.L.M., Naim, M.M.: Dynamic analysis and design of a semiconductor supply chain: a control engineering approach. Int. J. Product. Res. 56(13), 4585–4611 (2018)

    Article  Google Scholar 

  19. Mishra, P.K.: The dynamics of relationship between exports and economic growth in India. Int. J. Econ. Sci. Appl. Res. 4(2), 53–70 (2011)

    Google Scholar 

  20. Mönch, L., Uzsoy, R., Fowler, J.W.: A survey of semiconductor supply chain models part i: semiconductor supply chains, strategic network design, and supply chain simulation. Int. J. Product. Res. 56(13), 4524–4545 (2018)

    Article  Google Scholar 

  21. Mönch, L., Uzsoy, R., Fowler, J.W.: A survey of semiconductor supply chain models part III: master planning, production planning, and demand fulfilment. Int. J. Product. Res. 56(13), 4565–4584 (2018)

    Article  Google Scholar 

  22. Pai, F.Y., Yeh, T.M.: The effects of interdependence and cooperative behaviors on buyer’s satisfaction in the semiconductor component supply chain. Sustainability 8(1), 1–14 (2016)

    Google Scholar 

  23. Pearson, G.L., Brattain, P.T.: History of semiconductor research. Proc. IRE History 43(12), 1794–1806 (1955)

    Article  Google Scholar 

  24. Agrawal, P.: The role of exports in India’s economic growth. J. Int. Trade Econ. Dev. 24(6), 835–859 (2015)

    Article  Google Scholar 

  25. Kotasthane, P., Gargeyas, A.: Harnessing trade policy to build India’s semiconductor industry. Hinrich foundation report (2022)

    Google Scholar 

  26. Gupta, P., Singh, A.: Causal nexus between foreign direct investment and economic growth: a study of BRICS nations using VECM and Granger causality test. J. Adv. Manag. Res. 13(2), 179–202 (2016)

    Article  Google Scholar 

  27. Rani, R., Kumar, N.: Is there an export-or import-led growth in BRICS countries? an empirical investigation. Jindal J. Bus. Res. 7(1), 13–23 (2018)

    Article  Google Scholar 

  28. Rasiah, R., Shan, Y.X.: Institutional support, technological capabilities and domestic linkages in the semiconductor industry in Singapore. Asia Pacific Bus. Rev. 22(1), 180–192 (2016)

    Article  Google Scholar 

  29. Ryu, J.-H., Lee, I.-B.: Key issues and challenges of semiconductor supply chain management. Korean Chem. Eng. Res. 46(3), 571–580 (2008)

    Google Scholar 

  30. Sehrawat, M., Giri, A.: Globalization, the role of institutions and economic performance in Indian economy: empirical evidence. J. Financ. Econ. Policy 11(1), 82–100 (2019). https://doi.org/10.1108/jfep-03-2018-0052

    Article  Google Scholar 

  31. Seitz, A., Ehm, H., Akkerman, R., Osman, S.: A robust supply chain planning framework for revenue management in the semiconductor industry. J. Revenue Pricing Manag. 15(6), 523–533 (2016)

    Article  Google Scholar 

  32. Shin, H.-J., Ryu, J.-P.: A production planning for a semiconductor supply chain network with volatilities. J. Semicond. Disp. Technol. 10(4), 71–77 (2011)

    Google Scholar 

  33. Shin, S.-Y., Shin, S.-H.: Analysis of korean import and export in the semiconductor industry: a global supply chain perspective. J. Korea Trade 25(6), 78–104 (2021)

    Article  Google Scholar 

  34. Sun, Y., Fowler, J.W., Shunk, D.L.: Policies for allocating product lots to customer orders in semiconductor manufacturing supply chains. Product. Plann. Control 22(1), 69–80 (2011)

    Article  Google Scholar 

  35. Wang, C.H., Chen, J.Y.: Demand forecasting and financial estimation considering the interactive dynamics of semiconductor supply-chain companies. Comput. Ind. Eng. 138, 106104 (2019)

    Article  Google Scholar 

  36. Wang, W., Rivera, D.E., Kempf, K.G.: Model predictive control strategies for supply chain management in semiconductor manufacturing. Int. J. Product. Econ. 107(1), 56–77 (2007)

    Article  Google Scholar 

  37. Wong, K.N., Tang, T.C.: Exchange rate variability and the export demand for Malaysia’s semiconductors: an empirical study. Appl. Econ. 43(6), 695–706 (2011)

    Article  Google Scholar 

  38. Zhang, L., Jiao, R.J., Ma, Q.: Accountability-based order fulfillment process reengineering towards supply chain management: a case study at a semiconductor equipment manufacturer. J. Manuf. Technol. Manag. 21(2), 287–305 (2010)

    Article  Google Scholar 

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Authors and Affiliations

  1. Amrita School of Business, Amrita Vishwa Vidyapeetham, Bengaluru, India

    B. Tejasri, Hemanth Sai Reddy, Mastan Rao Parimi & Shekar Babu

Authors
  1. B. Tejasri
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  2. Hemanth Sai Reddy
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  3. Mastan Rao Parimi
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  4. Shekar Babu
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Correspondence to B. Tejasri .

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Editors and Affiliations

  1. Faculty of Business, Information Systems and Business Analytics, Al-Zaytoonah University of Jordan, Amman, Jordan

    Saad G. Yaseen

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Tejasri, B., Reddy, H.S., Parimi, M.R., Babu, S. (2023). Exploratory Data Analysis of Big Data on Semiconductor Industry. In: Yaseen, S.G. (eds) Cutting-Edge Business Technologies in the Big Data Era. SICB 2023. Studies in Big Data, vol 136. Springer, Cham. https://doi.org/10.1007/978-3-031-42455-7_3

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