Data Quality Review (DQR) Toolkit

The DQR Toolkit offers a comprehensive methodology for assessing the quality of routine health data. The toolkit integrates data review, verification, and feedback mechanisms to enhance the reliability and usability of health information systems. It was designed with the intent to support governments and health organizations in improving their data quality assurance processes. The toolkit is essential for promoting evidence-based decision-making and bolstering the capacity of national health data systems. By ensuring that health data is accurate and actionable, it contributes to more informed policies and better health outcomes for communities globally.

Leaders Role to Create Organizational Culture that Embraces Big-Data and Data Analytics

This chapter examines the crucial role of leadership in fostering an organizational culture that fully embraces big data and data analytics. It outlines how leaders can champion data-driven decision-making, promote data literacy, and build an environment where insights from data are valued and integrated into strategic processes. The text emphasizes that a supportive leadership is essential for successful data adoption and to maximize the transformative potential of analytics within an organization.

Human Data Science and Mental Health

This case study explores the application of Human Data Science to enhance mental health outcomes. It illustrates how integrating diverse datasets—including patient-reported outcomes, electronic health records, genomics, and real-world behavioral data—provides a holistic view of mental health conditions. By applying advanced analytics and AI, insights are generated to identify effective treatments, predict patient responses, and personalize therapeutic interventions. The study emphasizes improving diagnostic accuracy, developing targeted digital therapeutics, and optimizing clinical trials for mental health conditions, ultimately aiming to deliver more precise, empathetic, and accessible care for individuals globally.

How community philanthropy shifts power

This paper argues that community philanthropy represents a shift in how power and decision-making are distributed in development efforts. Rather than top-down grantmaking, it embraces trust-based, locally led approaches that build assets and amplify community agency. Drawing on donor experiences across the globe, the report showcases practices that empower people to lead their own change, including participatory planning, long-term financial investments, and inclusive governance. The authors encourage donors to reflect on their own power and adjust their strategies to support equitable partnerships. It ultimately guides funders toward a sustainable model where communities, not institutions, drive philanthropic goals and solutions.

Quality Education India Development Impact Bond: A case study produced as part of the independent evaluation of the Department for International Development's Development Impact Bond Pilot Programme

This case study, part of an independent evaluation, assesses the Quality Education India Development Impact Bond (DIB). It investigates how the DIB model influences the design, delivery, performance, and effectiveness of development interventions. The report aims to generate learnings and recommendations on whether DIBs are an effective instrument for aid delivery, providing insights into the challenges and benefits of using this financing mechanism to improve education outcomes.

Giving Credit Where Due: A Case for Debt Financing in Indian Impact Enterprises

This report from the Indian Impact Collective (IIC) makes a case for the increased adoption of debt financing for social sector enterprises in India. It argues that traditional equity models may not always be suitable and that debt instruments can provide stable, scalable capital for impact-driven organizations. The paper analyzes the unique challenges and opportunities within the Indian context, advocating for innovative debt financing solutions to support the growth and sustainability of impact enterprises.

U.S. Foundation Funding for Latin America, 2014–2015: With Additional Analysis on Central America

This Candid Lab report analyzes grantmaking by large U.S. foundations to Latin America between 2014 and 2015, with a particular focus on funding directed towards Central America. The report provides a comprehensive overview of philanthropic flows, identifying key funding priorities, recipient countries, and types of organizations supported. It examines the trends in U.S. foundation engagement in the region, highlighting the sectors and issues receiving the most attention. The analysis aims to inform stakeholders about the landscape of U.S. philanthropy in Latin America and Central America.

Interactive Data Quality Assessment Tool

This article presents an interactive tool designed to help organizations assess data quality across multiple dimensions. It enables users to perform practical evaluations of their data systems, identifying areas for improvement and providing actionable recommendations for enhancing data quality. The tool is designed to be user-friendly and accessible to a wide range of organizations, including those in the social sector, development, and public health fields. By using this tool, organizations can assess the current state of their data systems, implement improvements, and ensure that their data is reliable and supports effective decision-making.

Comparative Analysis of Data Quality Assessment Tools

This report offers a detailed comparative analysis of widely used Data Quality Assessment (DQA) tools that are implemented in global health programs targeting HIV, TB, and malaria. It provides an evaluation of these tools based on their methodologies, strengths, and limitations. The aim is to offer guidance on how these tools can be applied in diverse contexts, ensuring that the data collected for health monitoring and evaluation is reliable. The report also focuses on improving the overall quality of data, which is critical in shaping effective public health strategies and interventions across the globe.

Social Impact Investing: Financing Social Change

This document from the European Investment Fund (EIF) outlines its commitment to social impact investing, emphasizing its role in supporting intermediaries that focus on generating both social impact and financial returns. It details EIF’s tools in this field, particularly the Social Impact Accelerator (SIA) and the EFSI Equity Instrument, designed to address challenges to Europe’s social cohesion. The EIF’s approach aims to foster business models that produce measurable societal benefits alongside sound economic performance.
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