Home > Development Management > Data Quality in the Data Life Cycle

Data Quality in the Data Life Cycle

1 February 2021
Blog
Publisher : Harvard Business School Blog

18640

This blog post from Harvard Business School underscores the significance of maintaining high data quality throughout the entire data lifecycle. It discusses the essential stages of data collection, processing, analysis, and storage, emphasizing how each stage contributes to the overall reliability of data. The post offers practical insights and best practices for ensuring that data is accurate, consistent, and accessible, which in turn helps organizations make data-driven decisions with confidence. By focusing on data integrity, the blog highlights how organizations can ensure the effectiveness of their decisions, mitigate risks, and foster accountability in data handling practices.

No ratings yet

Rate your experience

Author(s) :

Tim Stobierski

Yes

Get in touch with authors

Key topics

Data Science for social impact

Also found in

Technology for Social Change and Organisational Efficiency

Share

Join Our Newsletter

Explore More Articles

The New Education Philanthropy: Politics, Policy and Reform

This book explores the evolving landscape of education philanthropy, focusing on the interplay of politics, policy, and reform efforts. It examines how new philanthropic initiatives are influencing educational systems, curriculum development, and school reform strategies. The authors analyze the motivations, approaches, and impacts of these philanthropic interventions, often highlighting tensions between private funding and public education goals. The book provides a critical perspective on the opportunities and challenges presented by the increasing role of private philanthropy in shaping educational policy and outcomes.

28 August 2025

FinMin may favour CSR monies to flow into Social Impact Bonds

This article from Hindu Business Line reports on the potential inclination of India’s Finance Ministry to allow Corporate Social Responsibility (CSR) funds to be directed towards Social Impact Bonds (SIBs). The move could significantly boost funding for social development projects by leveraging private sector contributions. It discusses the implications of such a policy for governance and the broader landscape of development impact bonds in India, highlighting how this synergy could enhance social outcomes and financial innovation.

Development Impact Bonds support quality education in India

This case study from the Michael and Susan Dell Foundation highlights how Development Impact Bonds (DIBs) are being utilized to support quality education initiatives in India. It showcases how these innovative financing tools incentivize outcome-driven results, aligning private investment with sustainable development goals in the education sector. The study illustrates the DIB mechanism’s potential to improve learning outcomes and increase access to quality education for underserved populations by focusing on measurable impact.

28 August 2025

Blended finance in the SDG Era

This document summarizes key discussions from a UN Department of Economic and Social Affairs (UNDESA) workshop focused on blended finance in the era of the SDGs. It captures shared challenges and opportunities identified by participants from governments, the UN system, civil society, and the private sector. The report outlines common issues, including the critical need for better impact measurement tools, effective risk management strategies, and enhanced institutional capacity. It concludes with recommended actions to better integrate and mainstream blended finance approaches into national SDG strategies.