Monte Carlo simulation in an elementary school building

IF 1.3 Q4 ENGINEERING, INDUSTRIAL Journal of Project Management Pub Date : 2022-01-01 DOI:10.5267/j.jpm.2022.3.001
Anderson Edwin Antialon Macias, Deiby Luis Medina Corilloclla, Marcia Yesenia Jeremias Porras, R. M. Venero, J. A. D. Quispe
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Abstract

Education is the future. Education is the only way for a country to start developing and reducing poverty. In countries with medium incomes like Peru, the resources to spend on education is not unlimited. Therefore, it is necessary to have quality in investment. However, risks and uncertainty can make a project surpass its initial budget. Therefore, statistic based methods like Monte Carlo simulation is a powerful tool to forecast possible events that might endanger the profitability and sustainability of a project. Although there is not plenty of academic literature about Monte Carlo empirical usage, many projects employ this method to manage the possible risks the project could have. In consequence, the current research analyzed both risk and sensitivity of an elementary school building project. Both analyses showed that this project had huge probabilities to surpass the current profit and return estimations. However, the sensitivity analysis portrayed that the project could be endangered because of infrastructure overspending. Moreover, it indicated that students’ attendance is also a critical factor to ensure the sustainability of the project.
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蒙特卡罗模拟在小学建筑
教育是未来。教育是一个国家开始发展和减少贫困的唯一途径。在秘鲁这样的中等收入国家,用于教育的资源并不是无限的。因此,投资要有质量。然而,风险和不确定性可能使项目超出其初始预算。因此,蒙特卡罗模拟等基于统计的方法是预测可能危及项目盈利能力和可持续性的可能事件的有力工具。尽管关于蒙特卡罗经验用法的学术文献并不多,但许多项目都采用这种方法来管理项目可能存在的风险。因此,本研究分析了一个小学建筑项目的风险和敏感性。两项分析都表明,该项目有很大的可能性超过目前的利润和回报预期。然而,敏感性分析显示,由于基础设施的超支,该项目可能会受到威胁。此外,它表明学生的出勤率也是确保项目可持续性的关键因素。
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
3.70
自引率
5.90%
发文量
16
审稿时长
16 weeks
期刊最新文献
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