When India’s policy architects speak of national health drives like Ayushman Bharat or the Ayushman Bharat Digital Mission (ABDM), the narrative is built on the language of modern efficiency: seamless digital registries, standardized treatment packages, automated claim processing and optimized throughput. To a public health planner, it looks like progress, a smooth, rationalized machine designed for scale.
In reality, that machine is running on the frayed nerves, moral exhaustion and systemic exploitation of a deeply demoralized workforce.
At the heart of this breakdown is a failure of Ambidextrous Human Resource Management. In organizational theory, true sustainability requires balancing two essential forces: exploitation which focuses on standardization, cost-control, compliance and efficiency and exploration which focuses on clinical autonomy, empathetic engagement, problem-solving and worker wellbeing.
A functional health system needs both. Standardized protocols ensure safety and scale while exploratory freedom allows workers to adapt to complex human needs. But in India’s rush to scale public health through digital surveillance and rigid insurance metrics, state policy has gone all-in on exploitation. In doing so, it has systematically eroded the single most vital asset in healthcare delivery: work meaningfulness.
The Destruction of Vocation
Healthcare is not an ordinary job; it is a vocational practice anchored in relational care, empathy and professional judgment. People become doctors, nurses and community health activists because they derive deep personal meaning from relieving human suffering.
When a health system systematically strips away the space for empathy and replaces it with digital surveillance, it commits a form of institutional violence. It turns meaningful work into a mechanical exercise, forcing professionals to act as transactional data-entry operators.
Consider how this structural imbalance plays out across the healthcare hierarchy:
- Resident Doctors and Tertiary Clinicians: In public teaching hospitals, junior doctors are subjected to brutal shifts while being forced to navigate complex claim portals under PM-JAY. Instead of sitting with a critically ill patient or engaging in deep clinical reasoning, hours are eaten up by hunting for pre-authorization codes and logging diagnostic proofs. The healing encounter is reduced to a commercial transaction causing severe moral injury among young physicians who feel converted into factory line workers.
- Community Health Officers (CHOs): At primary health centres, CHOs are evaluated through app-based monitoring systems tied to performance incentives. Their daily work is dictated by software algorithms that demand rapid census uploads and task completion logs. The time required to build genuine trust with a rural community is treated by the system as unmeasured and unproductive lag.
- ASHA Workers: Over a million Accredited Social Health Activists form the actual foundation of rural health. Yet, the state classifies them as honorary volunteers to evade minimum wage laws and statutory benefits while subjecting them to strict piece-rate targets for vaccinations and surveys. The intrinsic dignity of community caregiving is exploited to extract unpaid labour, transforming an act of social solidarity into precarious survival.
When Efficiency Induces System Failure
When an organization prioritizes administrative control while stripping away worker autonomy and support, the result is not higher productivity, it is structural dysfunction. In healthcare, this manifests in two distinct ways: defensive medicine and widespread burnout.
When clinicians are monitored purely on throughput metrics and adherence to pre-approved package codes, they stop taking diagnostic risks. They stop treating the unique human being in front of them and start managing their own administrative liability. Complex cases that fall outside neat insurance definitions are routinely turned away or referred upward to avoid financial audits. Clinical intuition gives way to rigid, defensive compliance.
Furthermore, when workers are denied the exploratory side of their work which is the ability to innovate, exercise clinical judgment, and connect meaningfully with patients, work loses its core purpose. The result is chronic fatigue, rising attrition in public cadres and a growing cynicism that spreads from senior consultants down to frontline community workers.
The Political Economy of Cheap Care
This hyper-focus on administrative standardization is not an accident; it is a structural substitute for capital investment.
India’s public health spending remains stubbornly low at under 2% of GDP. You cannot build a universal health architecture on an underfunded public infrastructure without making severe compromises. To bridge the massive gap between ambitious political promises and actual fiscal allocation, the state uses digital surveillance and rigid HRM metrics to squeeze maximum output out of a fixed labour pool.
Unpaid overtime, uncompensated administrative work and the underpaid labour of a feminized frontline workforce absorb the deficit of state investment. The state demands that healthcare workers perform miracles of human care while treating them as disposable inputs in a digital pipeline.
Rebuilding an Ambidextrous Health System
If India is to build a healthcare system capable of sustaining a growing population, policy must move away from purely extractive control and adopt an authentic, ambidextrous HR architecture that protects work meaningfulness:
- Restore Clinical Autonomy and Discretion: Protocols should serve as supportive guardrails, not rigid straightjackets. Clinicians and local health officers must have protected discretionary budgets and the recognized authority to adapt care plans to the messiness of real-world patient needs without fearing financial penalties.
- Decouple Administrative Logging from Medical Labor: Digital tools under ABDM must simplify work, not add to it. Public facilities should be equipped with dedicated administrative staff and medical scribes to handle insurance claims and app updates, freeing doctors and nurses to spend their time facing patients rather than screens.
- Formalize and Value Frontline Care: The legal ambiguity surrounding ASHA workers must end. Classifying frontline care as honorary work is a patriarchal relic. Frontline workers deserve formal employment, fixed monthly living wages, social security and clear career progression into nursing and administration.
- Redefine Health System KPIs: Quantitative throughput, files closed, apps updated, claims processed is a poor metric for health. Balanced scorecards must incorporate qualitative measures of organizational health: staff retention, psychological safety, clinician-reported work meaningfulness and patient trust.
A health system that treats its workforce as raw material will eventually collapse under the weight of its own cynicism. Universal healthcare cannot be built solely on software algorithms and standardized claim codes. It requires a material foundation of fair compensation, institutional trust and above all, the preservation of human dignity in medical labour.