8.4.26 The Distance Within Care

 This essay is an intervention at the intersection of policy and philosophy.

It begins from a simple but often overlooked distinction: that health and healthcare are not the same. While health can be measured, diagnosed, and increasingly optimized through technological systems, healthcare unfolds in the space of human relationships—where fear, trust, vulnerability, and meaning are continuously negotiated. Contemporary policy frameworks, however, tend to collapse this distinction. In doing so, they privilege what can be quantified over what must be experienced.

The rapid integration of artificial intelligence, data-driven governance, and efficiency-oriented institutional design has undoubtedly expanded the reach and capabilities of healthcare systems. Yet, these same developments carry within them a quieter risk: the gradual redefinition of care as an external, technical problem to be solved upon others. When this shift goes unexamined, it restructures not only systems, but also sensibilities—altering how caregivers perceive patients, and how patients experience themselves within care.

This essay seeks to bring that shift into focus.

It does not argue against technology, nor does it romanticize pre-modern forms of care. Instead, it asks a more foundational question: what happens when abstraction becomes the dominant organizing principle of healthcare, and what is lost when relational presence is treated as secondary?

Drawing from everyday clinical encounters, socially embedded experiences such as IVF, and conditions marked by stigma and exclusion, the essay traces how “othering” emerges not as an ethical failure of individuals, but as a structural consequence of how care is framed and delivered. At the same time, it points toward counter-examples—forms of care that remain embedded within lived realities—suggesting that proximity and structure need not be opposed.

The intention, therefore, is not merely diagnostic, but constructive.

If care is to retain its moral and human depth in an age of expanding technological capability, then recognition must be built into the very architecture of healthcare systems. This requires rethinking how time is allocated, how success is defined, how incentives are structured, and how caregivers are trained—not as isolated technical actors, but as participants in a shared human condition.

This essay is offered as a step in that direction: an attempt to re-anchor policy in lived experience, and to restore the human at the centre of care without rejecting the tools that now shape it.

The Distance Within Care: On Othering,

Technology, and Human Recognition

Rahul Ramya
8 April 2026

In my considered view, health and healthcare are fundamentally different in nature, though often conflated. Health is a biological condition—it belongs to the domain of physiology, pathology, and measurable indicators. It can be quantified, diagnosed, and increasingly, algorithmically processed.

Healthcare, however, is not merely an extension of biology. It is a deeply relational practice. It operates not only on the body but on the mind, emotions, and the fragile terrain of human trust. To reduce healthcare to biological intervention alone is to misunderstand its essence.

A patient does not arrive as a bundle of symptoms; they arrive as a state of anxiety, uncertainty, and often fear. A frightened mind does not seek only diagnosis—it seeks reassurance. It seeks a presence that listens, interprets silence, and responds with sensitivity. This is where healthcare transcends science and enters the realm of art.

The act of care involves more than treating disease; it involves approaching the person who bears it. It requires empathy, compassion, and the ability to build confidence—qualities that cannot be codified into datasets or optimized through efficiency metrics. These are not variables in an algorithm; they are expressions of human connection.

Artificial intelligence may master the science of health, but healthcare demands something more: the art of being human in the presence of another’s vulnerability. And that art resists automation.

A deeper problem underlies the current transformation of healthcare—one that is less visible than technology, yet more consequential. We increasingly tend to perceive healthcare as someone else’s problem, as a condition external to us, requiring technical resolution. In doing so, we subtly relocate illness outside the sphere of shared human experience and into the domain of managerial intervention.

This act of distancing is not neutral. It produces a particular kind of caregiver—one who does not belong to the suffering of the patient, but rather acts upon it. The patient is no longer encountered as an extension of a shared human condition, but as an “other”—a case, a client, a unit to be processed.

Once healthcare is framed in this manner, its internal logic begins to change.

The caregiver, instead of engaging in a relationship of mutual human recognition, is positioned as a service provider. The interaction is no longer grounded in belongingness, but in transaction. And in more extractive configurations—particularly where systems are driven by incentives, targets, or data capture—the patient risks becoming not even a client, but a resource to be utilized.

It is within this shift—from belonging to othering—that the most essential qualities of healthcare begin to erode.

Ethics becomes negotiable.
Empathy becomes inefficient.
Trust becomes incidental.
Reliability becomes a metric rather than a commitment.

These are not accidental losses; they are structural consequences of how we frame the problem itself.

When healthcare is treated as an external technical challenge, it invites solutions that prioritize efficiency, scalability, and control. But these solutions, however sophisticated, operate at a distance. They cannot easily inhabit the intimate space where care is actually experienced—where fear is expressed, where doubt lingers, and where reassurance must be earned.

This is precisely where the limits of AI—and of purely technological approaches—become evident. AI, by design, operates on abstraction. It requires the conversion of lived experience into data points. In doing so, it participates in this process of othering.

Yet, to leave the argument here would be incomplete.

Abstraction, it must be acknowledged, is not unique to artificial intelligence. Modern medicine itself is built upon layers of abstraction—diagnostic categories, standardized protocols, probabilistic reasoning. A clinician, too, does not encounter the patient in pure immediacy; she interprets symptoms through established frameworks that necessarily simplify the complexity of lived experience.

The question, therefore, is not whether abstraction exists, but how it is situated.

In human caregiving, abstraction is often held within a broader field of relational awareness. The clinician may rely on categories, but is also capable of revising them in the presence of the person—pausing, listening, adjusting, even suspending protocol when the situation demands it. There remains, at least in principle, a capacity to re-anchor knowledge in the lived reality of the patient.

AI, by contrast, operates within a different constraint. Its abstraction is not merely a tool; it is its condition of existence. It cannot step outside the representations it has been trained upon. It does not experience the tension between category and person; it resolves the person into the category. This is not a failure of design alone, but a structural feature of how such systems function.

This does not imply that AI must necessarily deepen othering. It can, in carefully designed contexts, reduce certain forms of distancing—by expanding access, standardizing quality, or minimizing individual bias. But even in these cases, it operates by redistributing abstraction, not by transcending it. The relational work of care—of recognizing the patient as more than the sum of measurable attributes—remains external to it.

The ethical risk, therefore, does not lie in abstraction per se, but in allowing abstraction to become the dominant mode through which care is organized, without sufficient countervailing structures that restore the person to the centre of the encounter.

Here, the question ceases to be merely philosophical and begins to appear in everyday encounters.

When a patient is taken for an MRI and is hurried into the machine without explanation—sometimes physically restrained to prevent movement—the technical requirement of stillness translates, in lived experience, into fear, helplessness, and even humiliation. The body is positioned correctly, but the person is left unacknowledged. The same procedure, when explained patiently—when the patient is reassured, guided, and invited to cooperate—becomes something entirely different. The machine remains the same; the experience does not.

Similarly, when a needle is inserted into a vein without so much as a pause—accompanied by a casual “nothing will happen, just keep talking”—the act may be clinically routine, but it dismisses the person’s anticipation of pain. It reduces experience to procedure. Yet the same act, preceded by a moment of eye contact, a simple acknowledgment—“this will hurt a little, I am here”—transforms the experience. The pain does not vanish, but it is no longer endured in isolation.

These moments, small and routine, reveal something fundamental. Abstraction is not an abstract problem; it is lived in the body. It is felt in the tightening of muscles, in the hesitation to ask questions, in the quiet withdrawal of trust. It is here, in these ordinary encounters, that healthcare either distances or connects.

No machine, no matter how intelligent, can replicate the quiet power of a soft hand placed on a cheek or a head. That simple gesture carries something beyond language—the warmth of living skin, the unspoken assurance: I am here with you. In that moment, fear does not disappear, but it changes its quality; it becomes shareable, and therefore, more bearable.

This is not merely an intuitive or sentimental claim; it is grounded in the body itself. Human touch triggers measurable physiological responses—it releases bonding hormones, reduces stress, steadies the heart, and lowers the perception of pain. A gentle hand, placed at the right moment, can communicate safety and presence in ways no explanation can. It does not solve the problem, but it alters the experience of living through it.

Machines can simulate concern. They can generate kind words, detect emotional cues, and even reproduce gestures through programmed responses. In certain contexts, they may reduce loneliness or offer limited comfort. But what they provide remains a simulation—calculated, not felt. It does not emerge from a shared biological vulnerability, nor from a presence that is itself exposed to fragility.

When care becomes fully technical or mediated through screens, it is precisely these micro-moments that begin to disappear—the hand on the shoulder, the quiet pause before a procedure, the silent reassurance that requires no protocol. And with their disappearance, care risks losing not its efficiency, but its humanity.

This distance becomes even more visible—and more troubling—when we enter spaces where suffering is not only physical but deeply intimate, layered with hope, anxiety, and social meaning. Few medical processes illustrate this as starkly as in vitro fertilization (IVF).

IVF is not merely a biomedical intervention. It is an experience that traverses the body, the psyche, and the social world simultaneously. A woman undergoing IVF is not only negotiating hormonal injections, invasive procedures, and uncertain outcomes; she is also carrying the weight of expectation—often familial, sometimes societal, and almost always deeply internalized.

Yet, within many institutional settings, this layered suffering is flattened.

The woman becomes a “cycle.”
Her body becomes a “response.”
Her experience becomes a “protocol.”

Here, the process of othering intensifies. The healthcare system, structured around efficiency and success rates, begins to treat IVF as a technical problem—an issue of follicular counts, hormone levels, and implantation probabilities. In doing so, it distances itself from the lived reality of the woman undergoing the process.

The trauma of IVF is rarely singular; it accumulates.

Each injection is not just a medical act, but a reminder of insufficiency.
Each failed cycle is not just a statistical outcome, but a personal rupture.
Each clinical interaction, when stripped of empathy, becomes another site of alienation.

The woman oscillates between hope and despair within compressed timeframes. Hormonal fluctuations intensify emotional vulnerability, while repeated clinical encounters expose her to environments that may or may not recognize her psychological state. In such a context, even subtle forms of distancing—hurried consultations, impersonal language, procedural coldness—acquire disproportionate impact.

The “othering” here is not abstract; it is felt. It manifests as hesitation to ask questions, reluctance to express fear, internalization of failure, and a deepening sense of isolation—even within spaces meant for care.

Healthcare providers in IVF clinics—doctors, nurses, technicians—are not inherently indifferent. They operate within systems that demand throughput, measurable outcomes, and standardized processes. The pressure to optimize success rates and manage high patient volumes often pushes them toward a mode of functioning where relational engagement becomes secondary. This is not a failure of individuals; it is a consequence of structure. Yet the effects are borne by the woman.

When caregivers engage primarily as operators of a protocol, they reinforce the patient’s sense of being processed rather than cared for. The interaction shifts from “we are navigating this together” to “this is being done to you.” And in IVF, where uncertainty is intrinsic, this shift deepens psychological distress.

Because what the woman seeks is not only a successful outcome, but also reassurance that her experience is seen, acknowledgment that her suffering is real, and a sense that she is not alone within the process.

But the question becomes even more difficult in conditions where illness is accompanied by social exclusion.

A person living with leprosy or HIV/AIDS does not suffer only from the disease; they often endure distance, stigma, and a quiet form of social abandonment. When healthcare, too, encounters them only as a “case” or a “risk,” it deepens that isolation. In such situations, care is not only about treatment—it is about restoring a sense of dignity that has been eroded elsewhere.

Similarly, for a woman who has experienced sexual violence, medical examination is not merely clinical. It can become a reliving of the trauma. If her injuries, her body, and her pain are handled without sensitivity—reduced to procedure—the act of care itself risks becoming another form of violation. In such moments, care requires more than competence; it requires an awareness of the total vulnerability of the person.

In societies like India, this burden is further intensified. Infertility is rarely experienced as a private medical condition; it is often socially mediated, with expectations disproportionately placed upon the woman. When this social pressure meets a clinical environment shaped by othering, the result is a double alienation—alienation from society, which judges, and alienation from healthcare, which abstracts.

This condition of double alienation, particularly in such contexts, requires deeper attention than it often receives.

The experience of infertility is not merely medical; it is embedded within a network of social expectations, gendered norms, and familial pressures. A woman undergoing IVF is often navigating not only biological uncertainty but also questions of identity, worth, and belonging within her immediate social world. Her suffering is not contained within the clinic; it extends into conversations, silences, and judgments that precede and outlast each medical cycle.

When such a socially embedded vulnerability meets a healthcare system organized around technical efficiency, the gap widens. The clinic, instead of becoming a site of refuge, risks becoming another space where her experience is translated into metrics—detached from the social and emotional conditions that give it meaning.

This is where the question of care intersects with the question of justice.

To respond adequately to such situations is not only to improve clinical outcomes, but to expand what individuals are effectively able to be and to endure with dignity. It requires recognizing that health interventions, if they are to be meaningful, must engage with the conditions that shape a person’s capacity to navigate illness—not merely the illness itself.

Without such an orientation, even the most advanced medical systems risk reproducing the very vulnerabilities they seek to alleviate.

At this point, a deeper reality begins to surface.

Illness does not exist only within the body; it is also shaped by the conditions in which people live. A woman undergoing IVF is not simply navigating a biological process, but a terrain marked by financial strain, social expectations, family dynamics, and often unequal access to resources.

When these conditions are treated as external to healthcare, care itself becomes partial.

Because the same medical intervention does not carry the same meaning for everyone. For one, it may remain a manageable treatment. For another, it may unfold as a cycle of debt, social pressure, and sustained psychological distress. In such situations, suffering is not confined to the body; it is distributed across the structure of everyday life.

If healthcare does not attend to this, it risks treating symptoms while leaving intact the conditions that produce them.

This does not imply that every caregiver can transform these conditions. It does require, however, that care systems cultivate an awareness that interventions are never neutral—they land differently depending on the terrain of a person’s life. It is this recognition that begins to restore the human depth of care.

The absence of empathetic engagement in such contexts does not remain neutral. It exacerbates anxiety, deepens depression, and reinforces feelings of inadequacy. These are not incidental side effects; they are structurally produced outcomes of how care is framed and delivered.

The ASHA worker, by contrast, resists this abstraction. She does not encounter a dataset; she encounters a neighbour. Her authority does not come from informational superiority alone, but from relational proximity. She belongs to the same social world as the patient, and it is this shared belonging that enables trust.

This presence, however, is not accidental. It emerges from a form of care that is embedded within the same life-world as the patient. The ASHA worker often knows the household, the rhythms of daily life, the quiet tensions, the unspoken fears, and the economic limits within which illness is being endured. She does not arrive only at moments of crisis; she returns, checks in, persuades, waits, and sometimes simply sits. Her work is not limited to referral or instruction; it includes translating medical advice into the language of lived life. In doing so, she reveals that proximity is not the absence of structure, but a different way of organizing it—one in which care remains continuous, situated, and human.

If healthcare continues to be framed as a problem “out there,” to be solved upon others, it risks losing its moral centre. This loss becomes most visible in contexts like IVF, where the distance between system and self becomes unbearable, and where the woman is left to carry not only the burden of treatment but also the burden of meaning—alone.

For care begins not with distance, but with recognition—that the vulnerability we respond to in another is not separate from us, but a condition we all share.

But recognition, if it is to endure, cannot remain only a moral sentiment. It must be made structural.

It must shape how time is allocated within consultations, how success is defined beyond clinical outcomes, how healthcare workers are trained to engage with emotional and social realities, how incentives are aligned so that listening is not penalized, and how systems are designed to hold space for uncertainty rather than merely optimize it away.

It must also extend beyond the individual patient to the circle of those who live with that illness. Fear does not remain contained within the person diagnosed; it travels into the family. A diagnosis often reshapes the emotional life of the household—the future begins to appear uncertain, the present becomes filled with quiet anxieties, and ordinary routines acquire an undertone of vigilance. A delayed report, a change in tone from the doctor, a new symptom—each can ripple through the family, producing shared unease. In such moments, healthcare is not engaging with an isolated individual, but with a field of relationships in which fear circulates and settles. To ignore this is to leave care incomplete; to recognize it is to widen the meaning of care itself.

Without such embedding, calls for empathy risk becoming ornamental—invoked, but not sustained.

The task, then, is not to reject technology, nor to romanticize an earlier form of care, but to reconfigure healthcare systems in ways that restore the balance between abstraction and relationship. The question that finally returns is not confined to IVF, nor to any single condition. It is more fundamental: whether healthcare will continue to organize itself around forms of abstraction that distance, classify, and manage, or whether it will consciously build structures that allow recognition, proximity, and shared presence to persist within those very systems.

Only then can care move from being an external intervention to a shared human practice—one that does not act upon vulnerability from a distance, but responds to it from within a common world.