1. bookVolume 12 (2021): Issue 1 (May 2021)
Journal Details
First Published
19 Sep 2012
Publication timeframe
2 times per year
access type Open Access

Performance Measurement of Vietnamese Publishing Firms by the Integration of the GM (1,1) Model and the Malmquist Model

Published Online: 04 Jun 2021
Page range: 17 - 33
Received: 15 Nov 2020
Accepted: 21 Mar 2021
Journal Details
First Published
19 Sep 2012
Publication timeframe
2 times per year

Background: In the new technology context, the publishing industry cannot continue to maintain its business operations and to develop relying solely on traditional product offerings, such as books, magazines, and newspapers. There needs to be an expansion into innovative products, such as e-books, micro-publishing, and websites.

Objectives: The paper addresses the factors influencing financial reports of Vietnamese publishing firms using two methodological approaches, namely the Grey first-order one variables (GM,1,1) model in the Grey theory and the Malmquist model in the data envelopment analysis (DEA).

Methods/Approach: The GM(1,1) model predicts the future period of 2020–2023 based on the historical time series analysis. The Malmquist model presents catch-up, frontier-shift, and Malmquist Productivity Index (MPI) in whole terms.

Results: The analysis provides an overview of the publishing industry in Vietnam. The final empirical results show that twelve companies reached a production efficiency higher than 1 and fourteen companies are expected to attain a productivity score higher than 1.

Conclusions: Only a few firms do not need to change significantly; however, the remaining firms must re-evaluate their current operations.


JEL Classification

1. Alexander, B. L., Thomas, H. (2007), “A contingency model for the allocation of media content in publishing companies”, Information & Management, Vol. 44 No. 5, pp. 492–502. Search in Google Scholar

2. Anat, B. N., John, M. G.; Pat, A. (2003), “Business process digitization, strategy, and the impact of firm age and size: the case of the magazine publishing industry”, Journal of Business Venturing, Vol. 18 No. 6, pp. 789–814. Search in Google Scholar

3. Bošković, A., Krstić, A. (2020), “The Combined Use of Balanced Scorecard and Data Envelopment Analysis in the Banking Industry”, Business Systems Research, Vol. 11 No. 1, pp. 4–15. Search in Google Scholar

4. Chen, Z. F., Tzeremes, P., Tzeremes, N. G. (2018), “Convergence in the Chinese airline industry: A Malmquist productivity analysis”, Journal of Air Transport Management, Vol. 73, pp. 77–86. Search in Google Scholar

5. Deng, J. L. (1989), “Introduction to Grey System Theory”, The Journal of Grey System, Vol. 1, pp. 1–24. Search in Google Scholar

6. Edelmann, N., Schoßböck, J. (2020), “Open Access Perceptions, Strategies, and Digital Literacies: A Case Study of a Scholarly-Led Journal”, Publications, Vol. 8 No. 3, pp. 1–22. Search in Google Scholar

7. Edoardo, G., Antonello, E. S., Laura, V. (2008), “Demand distribution dynamics in creative industries: The market for books in Italy”, Information Economics and Policy, Vol. 20 No. 3, pp. 257–268. Search in Google Scholar

8. Ehsan, P., Hadi, S. (2014), “A data envelopment analysis approach for measuring the efficiency in continuous manufacturing lines: a case study”, International Journal of Services and Operations Management, Vol. 18 No. 2, pp. 142–158. Search in Google Scholar

9. Gunes, E., Guldal H.T. (2019), “Determination of economic efficiency of agricultural enterprises in Turkey: a DEA approach”, New Medit, Vol. 18 No. 4, pp. 105–116. Search in Google Scholar

10. Lacy, D. (1979), “The publishing industry: The dynamics and ramifications of change”, Library acquisitions: Practice & Theory, Vol. 3 No. 1, pp. 39–46. Search in Google Scholar

11. Lee, C. Y., Liang, C. L. (2018), “Manufacturer’s printing forecast, reprinting decision, and contract design in the educational publishing industry”, Computers &. Industrial Engineering, Vol. 125, pp. 678–687. Search in Google Scholar

12. Lewis, A. (1982), “The social psychology of taxation”, British Journal of Social Psychology, Vol. 21 No. 2, pp. 151–158. Search in Google Scholar

13. Lin, C. C., Chiou, W. C., Huang, S. S. (2013), “The Challenges Facing E-book Publishing Industry in Taiwan”, Procedia Computer Science, Vol. 17, pp. 282–289. Search in Google Scholar

14. Liu, F. H. F., Wang, P. H. (2008), “DEA Malmquist productivity measure: Taiwanese semiconductor companies”, International Journal of Production Economics, Vol. 112 No. 1, pp. 367–379. Search in Google Scholar

15. Liu, X. Y., Peng, H. Q., Bai, Y., Zhu, Y. J., Liao, L. L. (2014), “Tourism Flows Prediction based on an Improved Grey GM(1,1) Model”, Procedia – Social and Behavioral Science, Vol. 138, pp. 767–775. Search in Google Scholar

16. Maciej, T., Czeslaw, C. (2015), “Using a set of GM(1,1) models to predict values of diagnostic symptoms”, Mechanical Systems and Signal Processing, Vol. 52–53, pp. 416–425. Search in Google Scholar

17. Matthew. L. F. (2008), “Job hopping, earnings dynamics, and industrial agglomeration in the software publishing industry”, Journal of Urban Economics, Vol. 64 No. 3, pp. 590–600. Search in Google Scholar

18. Mavi, R. K., Fathi, A., Sean, R. F., Mavi, N. K. (2019), “Eco-innovation in transportation industry: A double frontier common weights analysis with ideal point method”, Vol. 147, pp. 39–48. Search in Google Scholar

19. Maxim, A. (2012), “The Role of e-books in Reshaping the Publishing Industry”, Procedia - Social and Behavioral Sciences, Vol. 62, pp. 1046–1050. Search in Google Scholar

20. McCready, K., Molls, E. (2018), “Developing a Business Plan for a Library Publishing Program”, Publications, Vol. 6 No. 4, pp. 1–14. Search in Google Scholar

21. Meysam, S., Mohammad, R. H., Ebrahim, E., Ali, A. A. T. (2013), “Developing Sustainable SCM Evaluation Model Using Fuzzy AHP in Publishing Industry”, Procedia Computer Science, Vol. 17, pp. 340–349. Search in Google Scholar

22. Montoneri, B.; Lin, T. T.; Lee, C. C.; Huang, S. L. (2012), “Application of data envelopment analysis on the indicators contributing to learning and teaching performance”, Teaching and Teacher Education, Vol. 28 No. 3, pp. 382–395. Search in Google Scholar

23. Nguyen, H. K. (2020), “Combining DEA and ARIMA Models for Partner Selection in the Supply Chain of Vietnam’s Construction Industry”, Mathematics, Vol. 8 No. 6, pp. 1–20. Search in Google Scholar

24. Nguyen, T. K. L., Le, H. N., Ngo, V. H., Hoang, B. A. (2020), “CRITIC Method and Grey System Theory in the Study of Global Electric Cars”, World Electric Vehicle Journal, Vol. 11 No. 4, pp. 1–15. Search in Google Scholar

25. Qian, W. Y., Wang, J. (2020), “An improved seasonal GM(1,1) model based on the HP filter for forecasting wind power generation in China”, Energy, Vol. 209, pp. 1–15. Search in Google Scholar

26. Sara, O., Markus, M. B. (2014), “Digitisation of publishing: Exploration based on existing business models”, Technological Forecasting and Social Change, Vol. 83, pp. 54–65. Search in Google Scholar

27. Tone, K. (2004) Malmquist Productivity Index. In: Cooper W.W., Seiford L.M., Zhu J. (eds) Handbook on Data Envelopment Analysis. International Series in Operations Research & Management Science, Vol 71. Springer, Boston, MA. pp. 203–227. Search in Google Scholar

28. Vietstock. Available online: https://finance.vietstock.vn/ (02 September 2020). Search in Google Scholar

29. Wang, C. N., Day, J. D., Nguyen, T. K. L. (2018), “Applying EBM Model and Grey Forecasting to Assess Efficiency of Third-Party Logistics Providers”, Journal of Advanced Transportation, Vol. 2018, Article ID 1212873. Search in Google Scholar

30. Wang, C. N., Tibo, H., Nguyen, V.T., Duong, D.H. (2020), “Effects of the Performance-Based Research Fund and Other Factors on the Efficiency of New Zealand Universities: A Malmquist Productivity Approach”, Sustainability, Vol. 12 No. 15, pp. 1–18. Search in Google Scholar

31. Wang, Y. N., Wei, F. F., Sun, C. Q., Li, Q. Z. (2016), “The Research of Improved Grey GM (1, 1) Model to Predict the Postprandial Glucose in Type 2 Diabetes”, BioMed Research International, Vol. 2016, Article ID 6837052. Search in Google Scholar

32. Wu, L. F., Liu, S. F., Fang, Z. G., Xu, H. Y. (2015), “Properties of the GM(1,1) with fractional order accumulation”, Applied Mathematics and Computation, Vol. 252, pp. 287–293. Search in Google Scholar

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