Políticas de fomento e indicadores de productividad de las pymes colombianas mediante análisis envolvente de datos e índices de Malmquist

Revista CEA Pub Date : 2024-01-30 DOI:10.22430/24223182.2708
Manuel Eduardo García Camacho, José Daniel Anido R.
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Abstract

Purpose: This study aimed to characterize the performance of Colombian Micro, Small, and Medium-sized Enterprises (MSMEs) in recent years, along with the legal framework and central public policies governing and promoting this business segment. In addition, it sought to design, validate, and implement a dynamic system of productivity indicators to help these companies improve their efficiency and competitiveness in the short, medium, and long terms. MSMEs represent approximately 99% of the business sector in Colombia, accounting for nearly 80% of national employment.  Design/Methodology: In the initial descriptive–analytical phase, using secondary sources, an analysis was conducted on the performance and current situation of Colombian MSMEs, as well as the main legal provisions regulating and contributing to their development. The subsequent phase (of an applied nature) involved estimating and validating a dynamic system of productivity indicators using Data Envelopment Analysis (DEA) and Malmquist indexes for 2 samples of SMEs. Findings: After conducting the DEA, a significant decrease was observed in the productivity of the MSMEs, particularly in terms of technical efficiency in both the Constant Returns to Scale (CRS) and Variable Returns to Scale (VRS) models. This means that, evaluated both under the CRS and VRS modes, these enterprises use more inputs than necessary for the amount of goods produced. In addition, the Malmquist indexes showed that, during the period under analysis, technical efficiency related to changes in innovation exhibited a positive behavior, attributed to the incorporation of technological changes for improving their productivity. Conclusions: Despite the development of public initiatives and institutional support in recent decades, Colombian SMEs still face adverse conditions that affect their competitiveness and limit their potential in the national economy. The proposed system of indicators, which is based on DEA techniques and Malmquist indexes, holds promise in helping these businesses to improve their productivity.  Originality: This study makes a significant contribution to the fields of economics and business management in the region by providing a critical and updated evaluation of the efficiency of MSMEs in Colombia. Additionally, it examines their performance and current situation and summarizes the main legal provisions regulating and contributing to their development in the country.
通过数据包络分析和 Malmquist 指数分析哥伦比亚中小型企业的促进政策和生产率指标。
目的:本研究旨在了解哥伦比亚中小微型企业(MSMEs)近年来的业绩特点,以及管理和促进这一企业部门的法律框架和中央公共政策。此外,它还试图设计、验证和实施一个动态的生产力指标体系,以帮助这些企业在短期、中期和长期内提高效率和竞争力。中小微企业约占哥伦比亚企业部门的 99%,占全国就业人数的近 80%。设计/方法:在最初的描述性分析阶段,利用二手资料对哥伦比亚中小微企业的业绩和现状以及规范和促进其发展的主要法律规定进行了分析。随后的阶段(应用性质)包括使用数据包络分析法(DEA)和马尔姆奎斯特指数对两个中小型企业样本的生产率指标动态系统进行估算和验证:在进行数据包络分析后,发现中小微企业的生产率明显下降,特别是在规模收益不变(CRS)和规模收益可变(VRS)模型中的技术效率方面。这意味着,无论是在 "恒定规模收益 "模式下还是在 "可变规模收益 "模式下,这些企业所使用的投入都超出了所生产产品数量的需要。此外,Malmquist 指数显示,在分析期内,与创新变化有关的技术效率表现出积极的行为,这归因于为提高生产率而采用了技术变革:尽管近几十年来公共举措和机构支持不断发展,但哥伦比亚中小型企业仍然面临着影响其竞争力和限制其在国民经济中潜力的不利条件。所提出的指标体系以 DEA 技术和 Malmquist 指数为基础,有望帮助这些企业提高生产率。独创性:本研究对哥伦比亚中小微企业的效率进行了批判性的最新评估,为该地区的经济学和企业管理领域做出了重要贡献。此外,本研究还探讨了中小微企业的表现和现状,并总结了该国规范和促进中小微企业发展的主要法律规定。
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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