| Epistemology | Technocratic universalism; reliance on depersonalized metrics and standardized indicators; presumes equivalence of beneficiary positions (Weller, 1997; Parachin, 2015) | Situated knowledge and intersectional positionality; recognizes differentiated vulnerability and historically produced disadvantage (Haraway, 1988; Collins, 2015; Crenshaw, 1989) |
| Accountability Orientation | Primarily upward: donors, governments, regulatory regimes; legitimacy tied to non-contentious, apolitical posture (Suarez, 2020) | Primarily downward: communities, social movements, justice norms; legitimacy emerges from responsiveness to structurally marginalized groups (Ransby, 2018; Logan and Feit, 2024) |
| Operational Focus | Risk-averse service delivery; emphasis on access preservation, continuity, and depoliticized crisis response (McMullin and Raggo, 2020) | Advocacy, structural redress, community-led governance; integrates services with systemic challenge (Ganesh et al., 2024; Wandera, 2020) |
| Ethical Stance | Ethical non-judgmentalism; commitment to impartiality and non-alignment; foregrounds neutrality as moral virtue (Barnett, 2005; Parachin, 2015) | Ethical responsibility to recognize and respond to unjust structural conditions (Fraser, 2005; Young, 2011); emphasizes relational accountability and care |
| Structural Alignment | Alignment with dominant institutional logics (managerialism, legalism, donor compliance); tends to reproduce existing power configurations (Thornton et al., 2012) | Alignment with counter-hegemonic or transformative projects (decolonial, anti-racist, feminist); opens space for contestation and alternative programs (Holgersson and Hvenmark, 2023) |