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

IF 1.2 Q4 BUSINESS
Xuan-Huynh Nguyen, Quoc-Chien Luu
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引用次数: 3

Abstract

Abstract 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.
整合GM(1,1)模型与Malmquist模型的越南出版企业绩效评估
背景:在新的技术背景下,出版业不能仅仅依靠传统的图书、杂志、报纸等产品来维持其业务运营和发展。需要向创新产品扩张,比如电子书、微型出版和网站。目的:本文采用两种方法,即灰色理论中的灰色一阶变量(GM,1,1)模型和数据包络分析(DEA)中的Malmquist模型,解决了影响越南出版公司财务报告的因素。方法/方法:GM(1,1)模型在历史时间序列分析的基础上预测2020-2023年的未来时期。Malmquist模型给出了追赶、前沿转移和Malmquist生产率指数(MPI)的整体概念。结果:分析提供了越南出版业的概况。最终的实证结果表明,12家企业的生产效率得分高于1,14家企业的生产率得分有望高于1。结论:只有少数企业不需要显著改变;然而,剩下的公司必须重新评估他们目前的业务。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
3.00
自引率
6.70%
发文量
0
审稿时长
22 weeks
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