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Efficiency and Productivity of Communication Companies: Empirical Evidence from Ecuador Using Panel Data and DEA

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Trends and Innovations in Information Systems and Technologies (WorldCIST 2020)

Abstract

This study analyzes the efficiency and productivity of communication companies in Ecuador. The authors use the technique of data enveloping analysis (DEA) to measure the efficiencies of companies and the Tobit regression to determine the incidence of working capital factors on efficiency. The data corresponding to the financial information of the 122 companies investigated between 2015 and 2018. The results determined a low efficiency in the companies of the sector and that the squared cash cycle is significant, but with a negative sign. These findings mean the first attempt to contribute empirical evidence about this little-studied sector, but with a lot of impact in the world.

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References

  1. Emrouznejad, A., Yang, G.L.: A survey and analysis of the first 40 years of scholarly literature in DEA: 1978–2016. Socio-Econ. Plann. Sci. 61, 4–8 (2018)

    Article  Google Scholar 

  2. Halkos, G.E., Tzeremes, N.G.: International competitiveness in the ICT industry: evaluating the performance of the top 50 companies. Glob. Econ. Rev. 36(2), 167–182 (2007)

    Article  Google Scholar 

  3. Farrell, M.J.: The measurement of productive efficiency. J. Roy. Stat. Soc. 35, 1578 (1957)

    Google Scholar 

  4. Banker, R.D., Charnes, A., Cooper, W.W.: Some models for estimating technical and scale inefficiencies in data envelopment analysis. Manag. Sci. 30(9), 1078–1092 (1984)

    Article  Google Scholar 

  5. Campos Lucena, M.S., Velasco Morente, F.: La eficiencia de las televisiones públicas en españa: La aplicación del dea como modelo de medición. Revista de Ciencias Sociales 19(2), 362–378 (2013)

    Google Scholar 

  6. Fernández-Menéndez, J., López-Sánchez, J.I., Rodríguez-Duarte, A., Sandulli, F.D.: Technical efficiency and use of information and communication technology in Spanish firms. Telecommun. Policy 33(7), 348–359 (2009)

    Article  Google Scholar 

  7. Cooper, W.W., Park, K.S., Yu, G.: An illustrative application of idea (imprecise data envelopment analysis) to a Korean mobile telecommunication company. Oper. Res. 49(6), 807–820 (2001)

    Article  Google Scholar 

  8. Yang, J.C.: The efficiency of SMEs in the global market: measuring the Korean performance. J. Policy Model. 28(8), 861–876 (2006)

    Article  Google Scholar 

  9. Nigam, V., Thakur, T., Sethi, V.K., Singh, R.P.: Benchmarking of Indian mobile telecom operators using DEA with sensitivity analysis. Benchmark. Int. J. 19(2), 219–238 (2012)

    Article  Google Scholar 

  10. Giokas, D.I., Pentzaropoulos, G.C.: Evaluating productive efficiency in telecommunications: evidence from Greece. Telecommun. Policy 24(8), 781–794 (2000)

    Article  Google Scholar 

  11. Wang, Q., Geng, C.X.: Research on financing efficiencies of strategic emerging listed companies by six-stage DEA model. Math. Prob. Eng. (2017)

    Google Scholar 

  12. Yang, H.H., Chang, C.Y.: Using DEA window analysis to measure efficiencies of Taiwan’s integrated telecommunication firms. Telecommun. Policy 33(1–2), 98–108 (2009)

    Article  Google Scholar 

  13. Uri, N.D.: Measuring the impact of price caps on productive efficiency in telecommunications in the United States. Eng. Econ. 46(2), 81–113 (2001)

    Article  Google Scholar 

  14. Façanha, L.O., Resende, M.: Price cap regulation, incentives and quality: The case of Brazilian telecommunications. Int. J. Prod. Econ. 92(2), 133–144 (2004)

    Article  Google Scholar 

  15. Hu, J.L., Hsu, H.H., Hsiao, C., Tsao, H.Y.: Is mobile jumping more efficient? Evidence from major Asia-Pacific telecommunications firms. Asia Pac. Manag. Rev. 24(2), 190–199 (2019)

    Article  Google Scholar 

  16. Bucklin, L.P.: Research in productivity measurement for marketing decisions. Res. Mark. 1, 1–22 (1978)

    Google Scholar 

  17. Duhan, D. F. A taxonomy of marketing productivity measures. In: Proceedings of American Marketing Association, Chicago, pp. 229–232 (1985)

    Google Scholar 

  18. Higuerey, A., Trujillo, L., González, M.M.: Has efficiency improved after the decentralization in the water industry in Venezuela? Util. Policy 49, 127–136 (2017)

    Article  Google Scholar 

  19. De Jorge, J., Díaz, J.: Análisis de la productividad, eficiencia y sus factores explicativos: el caso de las empresas colombianas, 2005–2010. Revista de Métodos Cuantitativos Para La Economía y La Empresa 26(26), 315–343 (2018)

    Google Scholar 

  20. Boles, J.N.: Efficiency squared–efficient computation of efficiency indexes. In: Proceedings of the Annual Meeting (Western Farm Economics Association), vol. 39, pp. 137–142 (1966)

    Google Scholar 

  21. Grmanová, E., Strunz, H.: Efficiency of insurance companies: application of DEA and tobit analyses. J. Int. Stud. 10(3), 250–263 (2017)

    Article  Google Scholar 

  22. Sağlam, Ü.: A two-stage performance assessment of utility-scale wind farms in Texas using data envelopment analysis and Tobit models. J. Clean. Prod. 201, 580–598 (2018)

    Article  Google Scholar 

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Correspondence to Angel Higuerey .

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Higuerey, A., Armas, R., Peñarreta, M. (2020). Efficiency and Productivity of Communication Companies: Empirical Evidence from Ecuador Using Panel Data and DEA. In: Rocha, Á., Adeli, H., Reis, L., Costanzo, S., Orovic, I., Moreira, F. (eds) Trends and Innovations in Information Systems and Technologies. WorldCIST 2020. Advances in Intelligent Systems and Computing, vol 1159. Springer, Cham. https://doi.org/10.1007/978-3-030-45688-7_59

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