Big data analytics in programme evaluation: Examining models for the assessment of sustainable development goals in Colombia

IF 0.3 Q4 ECONOMICS
Wilman Carpeta Camacho
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引用次数: 0

Abstract

New paradigms for evidence-based decisions such as big data analytics (BDA) have emerged to assess programmes in sustainable development goals (SDGs). The arguments supporting the contributions of BDA in the assessment of SDGs in Colombia are mixed. This article presents a qualitative review of a list of programmes that adopted BDA and assesses whether problems such as bias and wrong impressions of programme performance can be controlled with the adoption of these methods. The results vary depending on the quality of the data and the collection method. Unfortunately, Colombia faces challenges such as data privacy management and deficiency of institutional interoperability to exploit these techniques conveniently.
项目评估中的大数据分析:研究哥伦比亚可持续发展目标评估模型
为评估可持续发展目标(sdg)中的方案,出现了诸如大数据分析(BDA)等循证决策的新范式。支持BDA在评估哥伦比亚可持续发展目标方面的贡献的论点是混合的。本文对采用BDA的方案清单进行了定性审查,并评估是否可以通过采用这些方法来控制诸如偏见和对方案绩效的错误印象等问题。结果因数据质量和收集方法而异。不幸的是,哥伦比亚面临着数据隐私管理和缺乏机构互操作性等挑战,无法方便地利用这些技术。
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来源期刊
CiteScore
1.10
自引率
0.00%
发文量
16
审稿时长
42 weeks
期刊介绍: Cuadernos de Economía, es la revista de la Facultad de Ciencias Económicas de la Universidad Nacional de Colombia. Tiene como objetivo publicar en el ámbito académico nacional y latinoamericano, principalmente, los avances intelectuales en teoría, metodología y aplicaciones económicas. Recibe artículos de investigación, ensayos y reseñas en español, inglés y francés, que no hayan sido publicados en otras revistas científicas.
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