{"title":"Big data analytics in programme evaluation: Examining models for the assessment of sustainable development goals in Colombia","authors":"Wilman Carpeta Camacho","doi":"10.15446/cuad.econ.v42n89.95487","DOIUrl":null,"url":null,"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.","PeriodicalId":43588,"journal":{"name":"Cuadernos de Economia","volume":"33 1","pages":"0"},"PeriodicalIF":0.3000,"publicationDate":"2023-06-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cuadernos de Economia","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.15446/cuad.econ.v42n89.95487","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ECONOMICS","Score":null,"Total":0}
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.
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.