Equity in Global Health: Rethinking Cost-Effectiveness for LMICs like South Africa (2025)

In the realm of global health, a critical debate is unfolding around the ethical and practical implications of adopting health technology assessment (HTA) frameworks, particularly in low- and middle-income countries (LMICs) like South Africa. This commentary delves into the complexities of adapting HTA, traditionally rooted in cost-effectiveness analysis (CEA), to address equity concerns in diverse and historically disadvantaged contexts.

The Challenge of Imported Ethics

The transplantation of HTA frameworks from high-income countries (HICs) into LMICs raises ethical dilemmas. These frameworks, often grounded in utilitarian principles, prioritize interventions that yield the greatest aggregate health benefits. However, in societies with deep-rooted inequalities, such as South Africa, this approach can inadvertently perpetuate disadvantages. It may favor interventions that are efficient on a population level but neglect the unique and complex healthcare needs of historically marginalized groups.

Equity Beyond Equality

Equity, in the South African context, is intricately tied to its historical struggles. Under apartheid, certain demographic groups were systematically denied access to quality healthcare, resulting in enduring disparities. Achieving true equity, therefore, necessitates a nuanced approach that goes beyond simple equality. It requires prioritizing interventions that address past injustices, even if they appear inefficient from a cost-effectiveness perspective.

A Hybrid Ethical Framework: Utilitarian Principlism

To navigate these complexities, the concept of utilitarian principlism is proposed. This hybrid framework combines the efficiency goals of utilitarianism with the normative safeguards of principlism. It aims to provide a context-sensitive approach to health priority-setting, ensuring that decisions are not only efficient but also fair and ethical.

Empirical Evidence: Misalignment of Utility Metrics

Two empirical studies, currently under review, highlight the limitations of applying international value sets in South African CEA. These studies demonstrate a poor correlation between internationally derived utility scores and patient-reported health status in South Africa. Furthermore, sociodemographic variables significantly influence patient-perceived health scores, underscoring the need for a deep understanding of South Africa's historical context in healthcare policy decisions.

The Need for Contextual Equity

Alternative health models from non-Western paradigms offer valuable insights. For instance, the concept of Ubuntu in sub-Saharan Africa defines health as relational harmony, not just physiological wellbeing. These holistic views challenge the reduction of health to cardinal utilities and emphasize the importance of local values and contexts.

Enacting Ethical Pluralism: MCDA as a Tool

Ethical pluralism recognizes that multiple moral principles can guide human behavior, and these principles may sometimes conflict. Multi-Criteria Decision Analysis (MCDA) is proposed as a vehicle to implement contextualized fairness. MCDA allows for the consideration of diverse factors such as unmet need, disease severity, and social vulnerability alongside cost-effectiveness. It provides a structured framework for decision-makers to balance efficiency with justice and equity.

Policy Recommendations for LMICs

For LMICs to adapt HTA guidelines to their unique ethical and historical contexts, four key policy shifts are recommended:

  1. Ethical Adaptation of Methodology: Utilitarian principlism provides a structure to embrace efficiency while prioritizing fairness, equity, and transparency.
  2. Localisation of HTA: LMICs should adapt HTA tools to reflect local moral, political, and cultural priorities, moving away from wholesale importation of HIC frameworks.
  3. Contextualising Global Guidance: Donors and global HTA agencies should support local capacity-building, funding empirical work and encouraging ethical debate.
  4. Moving Beyond Efficacy-based Metrics: CEA and CUA analysis should be treated as informative, not definitive. Decision-makers should have the ethical latitude to choose alternatives when statistical proxies diverge from patient perspectives or reinforce inequity.

Conclusion

This commentary underscores the need for locally derived utility weights and a contextualized, equity-oriented approach to HTA in LMICs. It highlights the limitations of relying solely on cost-effectiveness as a proxy for value and proposes MCDA as a compelling solution. As LMICs, such as South Africa, move towards implementing national health insurance and more formalized HTA processes, a pluralistic and context-sensitive approach becomes imperative. By embracing ethical pluralism and adapting HTA frameworks to their unique contexts, LMICs can lead the way in shaping a more legitimate, equitable, and locally resonant path forward in value-based healthcare.

Equity in Global Health: Rethinking Cost-Effectiveness for LMICs like South Africa (2025)

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