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The growing interest in systems-change initiatives sits alongside increasing pressure to demonstrate value for money (VFM), which is challenging for emergent, interconnected and often intangible work. A new way to assess the VFM of systems-change work involves considering the value of changing system conditions and the creation of potential value for future systems transformation. This innovation combines the Water of Systems Change framework with the Cycles of Value Creation to create five...
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Key Points • The authors identified four archetypes describing philanthropic funders’ approach to AI: The Curious, The Doers, The Dreamers, The Skeptics. • The authors did not find major differences across foundations based on their geographic location, though there were differences found based on their mission and values. Feminist and social justice funders in the Global South demonstrated more skepticism than others. • Even in seemingly benign or straightforward applications, AI systems...
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Amid growing concerns over sustainable development failures, scholars are exploring the ‘regenerative paradigm’ as a pathway for systemic change; yet, its paradigmatic foundations remain underexamined. Using thematic analysis, we analyse the regenerative knowledge field through an integrative review of 320 cross-disciplinary articles on regenerative approaches, synthesising findings into an interactive Regenerative Paradigm Map with 7 principles, 33 themes, and 253 specific elements. We...
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There is philanthropic investing, and there is commercial investing, and there is nothing in between.
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Calls for evaluating systems change and transformation in multiple fields present an opportunity to explore cross-field patterns. This article reports on part one of a critical, integrative review of academic and gray literature published between 2011 and 2021 (n = 102) within five areas: evaluation, health, organizational change, sustainability, and philanthropy. Questions address key definitions, how a systemic approach differs from traditional social problem-solving, leverage points to...
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The COVID-19 pandemic provided a stark reminder that societies will struggle to address global challenges unless they are able to change behaviour at scale. The widely adopted ‘nudge’ approach epitomizes an individualistic, deficit model of human cognition and motivation that leverages or overcomes people’s weaknesses and biases to get them to do things they would otherwise not. By contrast, we argue that tackling the challenges facing humanity requires a collective, capacity-building...
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Cooke and Kothari argue that the seductive claims of participation often provide cover for shallow and tokenistic development practices that fail to address unequal power relationships. This paper provides a novel mechanism that documents and enables a three-dimensional analysis of (a) who participates (b) at which project stages and (c) at what level of agency and power. No other mechanism was found in the literature for systematically tracing and analysing changes in power relationship...
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Despite an emerging body of scholarship on applying generative AI (GenAI) to qualitative data analysis, this area remains underdeveloped. This article evaluates how GenAI can support thematic analysis using a publicly available interview dataset from Lumivero. It introduces Guided AI Thematic Analysis (GAITA), an adaptation of King et al.’s (2018) Template Analysis. This framework positions researchers as a reflexive instrument and intellectual leader while thoroughly guiding GPT-4 in four...
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This article presents an artificial intelligence-assisted causal mapping pipeline for gathering and analysing stakeholder perspectives at scale. Evidence relevant to constructing a programme theory, as well as evidence for the causal influences flowing through it, are both collected at the same time, without the evaluator needing to possess a prior theory. The method uses an artificial intelligence interviewer to conduct interviews, automated coding to identify causal claims in the...
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Ripple effects mapping is a qualitative and participatory method, developed to capture the dynamic nature and interacting elements of an initiative, and its impacts. We present our experiences of using ripple effects mapping to evaluate complex public health initiatives across seven case studies in Bradford, UK. Seven researchers engaged in qualitative reflective practice to capture their individual experiences of using ripple effects mapping within their research and practice; outlining how...
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Be a real advocate for those we’re trying to serve. Be accountable for impact.
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The conventional paradigm in political economy routinely treats living, complex, adaptive social systems as machine-like objects. This treatment has driven political economists to oversimplify big, complex social processes using mechanical models, or to ignore them altogether. In development, this has led to theoretical dead ends, trivial agendas, or failed public policies. This article proposes an alternative paradigm: adaptive political economy. It recognizes that social systems are...
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Introduction Learning Health Systems (LHSs) offer potential for transforming healthcare through continuous learning and improvement. However, the current literature lacks a robust connection between theory and practice, limiting knowledge transferability across diverse healthcare environments. This article proposes a novel framework for integrating theorizing and continuous evaluation into LHSs, illustrated through the case of the Bipolar Action Network (The Network). Methods We use a...
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