Use of digital data in development decision-making: an economic analysis

Rubayat Khan
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Abstract

Regular, granular, digital data may be considered a 'holy grail' in development--allowing regular course correction, systematic learning and knowledge generation, performance management, remote monitoring, on-demand reports, unprecedented accountability and transparency, and even remote service provision & feedback. Till now, however, supply of such data has been severely constrained -- so development organizations have evolved systems designed to work in data scarcity, such as extensive planning and to-the-point implementation, elaborate monitoring systems, and logframe-based static evaluation methods. As a result of the proliferation of ICTs, a steady flow of high-frequency, high-fidelity data about beneficiaries and impact is now possible at low marginal cost. However, the development sector is yet to fully absorb and realize the potential of ICT-generated data in making itself more efficient and agile, due to the friction that occurs with processes designed for an analog world. This paper therefore argues that demand side constraints must be addressed before the abundant supply of data can be optimally utilized for making development more impactful.
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在发展决策中使用数字数据:经济分析
定期的、细粒度的数字数据可能被认为是开发中的“圣杯”——允许定期的课程修正、系统的学习和知识生成、绩效管理、远程监控、按需报告、前所未有的问责制和透明度,甚至远程服务提供和反馈。然而,到目前为止,这些数据的供应受到了严重的限制——因此开发组织已经发展出了设计用于数据稀缺的系统,例如广泛的计划和点到点实现,精心设计的监控系统,以及基于日志框架的静态评估方法。由于信息通信技术的普及,现在可以以较低的边际成本稳定地获取有关受益者及其影响的高频、高保真数据。然而,由于与为模拟世界设计的流程之间存在摩擦,发展部门尚未充分吸收和实现信息通信技术产生的数据在提高自身效率和灵活性方面的潜力。因此,本文认为,在充分利用丰富的数据供应使发展更有影响力之前,必须解决需求方面的限制。
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