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By:

Yogesh Kumar Goyal

19 April 2026 at 12:32:19 pm

The Exit Poll Mirage

While exit polls sketch a dramatic map of India’s electoral mood, the line between projection and verdict remains perilously thin. With the ballots across five politically pivotal arenas of West Bengal, Tamil Nadu, Assam, Kerala and Puducherry falling silent until the results are announced on May 4, poll surveyors have filled the vacuum with exit poll numbers that excite, alarm and often mislead. These projections have already begun shaping narratives well before D-Day on May 4. If India’s...

The Exit Poll Mirage

While exit polls sketch a dramatic map of India’s electoral mood, the line between projection and verdict remains perilously thin. With the ballots across five politically pivotal arenas of West Bengal, Tamil Nadu, Assam, Kerala and Puducherry falling silent until the results are announced on May 4, poll surveyors have filled the vacuum with exit poll numbers that excite, alarm and often mislead. These projections have already begun shaping narratives well before D-Day on May 4. If India’s electoral history offers any lesson, it is that exit polls illuminate trends, not truths. Bengal’s Brinkmanship Nowhere is the drama more intense than in West Bengal, arguably the most keenly watched contest among all five arenas. The contest for its 294 seats has long transcended the state’s borders, becoming a proxy for national ambition. Most exit polls now point to a striking possibility of a Bharatiya Janata Party (BJP) majority, in some cases a commanding one. Such an outcome would mark a political earthquake. For decades, Bengal has resisted the BJP’s advances, its politics shaped instead by regional forces - first the Left Front, then Mamata Banerjee’s Trinamool Congress (TMC). Yet the arithmetic of the polls suggests that the BJP’s campaign built on organisational muscle and the promise of ‘parivartan’ (change) may have finally breached that wall. The TMC, meanwhile, appears to be grappling with anti-incumbency and persistent allegations of corruption. Still, one outlier poll suggests it could yet retain power, a reminder that Bengal’s electorate has a habit of confounding linear predictions. Here, more than anywhere else, the gap between projection and reality may prove widest. Steady Script If Bengal is volatile, the Assam outcome looks fairly settled. Across agencies, there is near unanimity that the BJP-led alliance is poised not just to retain power, but to do so comfortably. With the majority mark at 64 in the 126-member assembly, most estimates place the ruling coalition well above that threshold, in some cases approaching triple digits. The opposition Congress alliance, by contrast, appears stranded far behind. Under Himanta Biswa Sarma, the BJP has fused development rhetoric with a keen sense of identity politics, crafting a coalition that has proved resilient. A third consecutive term would underline the party’s deepening institutional hold over the state. Kerala, by contrast, may be returning to its old rhythm. For decades, the state has alternated power between the Left Democratic Front (LDF) and the Congress-led United Democratic Front (UDF) with metronomic regularity. The LDF broke that pattern in the last election, securing an unprecedented second term. Exit polls now suggest that experiment may be short-lived. Most projections place the UDF comfortably above the 71-seat majority mark in the 140-member assembly, with the LDF trailing significantly. If borne out, this would reaffirm Kerala’s instinctive resistance to prolonged incumbency. Governance records matter here, but so does a deeply ingrained political culture that treats alternation as a form of accountability. Familiar Duel? Tamil Nadu, long dominated by its Dravidian titans, shows little appetite for disruption as per most exit polls, which place M.K. Stalin’s DMK-led alliance above the halfway mark of 118 in the 234-seat assembly. Yet, some sections have suggested a possible upset could be staged by actor Vijay’s TVK, the wildcard in the Tamil Nadu battle. Most polls, however, are clear that the opposition AIADMK alliance, though competitive, seems unlikely to unseat the incumbent DMK. In Puducherry, the smallest of the five contests, the implications may nonetheless be outsized. Exit polls give the BJP-led alliance a clear majority in the 30-seat assembly, relegating the Congress-led bloc to a distant second. Numerically modest, the result would carry symbolic weight. A victory here would further entrench the BJP’s presence in the south, a region where it has historically struggled to gain ground. For all their allure, exit polls are imperfect instruments. They rest on limited samples, extrapolated across vast and diverse electorates. In a country where millions vote, the opinions of a few thousand can only approximate reality and often fail to capture its nuances. There is also the problem of the ‘silent voter’ - individuals who either conceal their preferences or shift them late. Recent elections have offered ample reminders. In states such as Haryana and Jharkhand, and even in Maharashtra where margins were misjudged, exit polls have erred, and sometimes dramatically sp. Moreover, the modern exit poll is as much a media event as a methodological exercise. Packaged with graphics, debates and breathless commentary, it fills the void between voting and counting with a sense of immediacy that may be more theatrical than analytical. That said, to dismiss them entirely would be too easy. Exit polls do serve a purpose in sketching broad contours, highlighting regional variations and offering clues about voter sentiment. For political parties, they are early signals and act as tentative guides for observers. Taken together, this cycle’s exit polls suggest a broad, if tentative, pattern of the BJP consolidating in the east and north-east, and opposition alliances regaining ground in parts of the south, and continuity prevailing in key states. But patterns are not outcomes and only counted votes confer legitimacy. It is only on May 4 when the sealed electronic voting machines will deliver that clarity. They will determine whether Bengal witnesses a political rupture or a resilient incumbent, whether Assam’s stability holds, whether Kerala’s pendulum swings back, and whether Tamil Nadu stays its course. (The writer is a senior journalist and political analyst. Views personel.)

Why India’s Anti-Coaching Push Misses the Mark

India’s war on coaching centres is being fought everywhere except where it matters most.

In June 2025, the Ministry of Education constituted a high-level committee to examine students’ growing dependence on coaching centres and to recommend measures to reduce it. The MoE’s order is unusually candid in its diagnosis. It acknowledges that Indian schools are not building critical thinking or analytical depth, that rote learning continues to dominate classrooms, that formative assessment remains weak, and that a narrow set of elite institutions exerts disproportionate pressure on students. This official recognition matters. What follows, however, reveals not a lack of insight but a reluctance to confront the problem at its roots.


A review of the committee’s suggestions reveals a familiar pattern. The system wants outcomes to change. But it wants to do it without altering the conditions under which schools and teachers operate. The diagnosis is structural; the response is tactical. Instead of strengthening the foundations of schooling, the recommendations attempt to manage symptoms through alignment, regulation, and additional layers of intervention.


Contradictions Galore

The first contradiction is between awareness and remediation. The MoE order itself asks the committee to assess students' and parents' awareness of multiple career pathways, implicitly acknowledging that fear, uncertainty, and narrow definitions of success drive families to coaching centres. Yet the proposed response is to introduce remedial and mentoring classes within schools to reduce reliance on coaching. This is a fundamental contradiction. If the problem is a lack of clarity, confidence, and judgment, adding more classes, especially exam-aligned ones, does not reduce dependence on coaching; it simply relocates coaching inside schools. The issue is not instructional hours. It is trust in the system’s ability to guide students beyond rank and recall.


A second fault line emerges between concern and design. It becomes pronounced when concerns about student well-being are placed alongside other recommendations. On the one hand, the committee proposes limiting coaching hours due to excessive academic load. On the other hand, it recommends tighter syllabus alignment between boards and competitive exams, time-bound assessments, increased exam frequency, and even earlier entrance testing, possibly as early as Grade 11. To invoke student well-being while engineering exam pressure earlier, deeper, and more relentlessly is not reform but rank hypocrisy. Far less than dismantling coaching, it formalises it.

The structural blind spot is when the recommendations view teachers as a small variable and not as core Infrastructure. The silence here is deafening. Teacher development appears mainly as a technical fix rather than as sustained professional formation. Yet the Ministry’s order itself identifies the core failure: schools are not building reasoning, conceptual understanding, or analytical depth. If that is the problem, the most obvious questions should have been unavoidable. Who is teaching? Under what workload? With how much preparation time? Under what accountability and incentive structures? Instead, the recommendations gravitate towards psychometric analysis, hybrid assessments, Professor of Practice models, national portals, and data pipelines. But none of this substitute for a well-prepared, well-supported, professionally respected teacher in a classroom.


More troubling still is the quiet assumption that teachers will absorb additional responsibilities like exam mentoring, remediation, career counselling without corresponding investment in time, training, or working conditions. The system reclaims the problem but refuses to carry its weight. Teachers are treated as elastic capacity, not as core infrastructure.


Structural Fault

The uncomfortable truth is that students do not turn to coaching centres because schools lack syllabi or examinations. They do so because teachers are overworked and under-supported, class sizes are unmanageable, teaching time is consumed by administrative compliance, career guidance is episodic rather than embedded, and trust in classrooms has steadily eroded. Until teaching becomes a viable, intellectually rewarding profession with protected time to teach, think, mentor and assess, coaching will remain a rational choice for anxious parents and students.


Regulating coaching centres by scrutinising advertisements, limiting hours, mandating disclosures, or policing dummy institutions treats coaching as a disease. It is not. Coaching has emerged because the formal education system cannot carry the weight placed on it.


This brings me to the issue that the committee avoided altogether. And they did it by making Coaching the subject of scrutiny; which now has become a convenient diversion. The flaw lies in the framing itself.


One would wonder, why this obsession with coaching and dummy centres at all? Coaching is not the failure of the system; it is the proof of it. Casting coaching as the problem spares the system from confronting its own structural inadequacies.


The real question was never how to regulate coaching centres, but why families feel compelled to outsource learning in the first place. Until the conversation shifts decisively towards strengthening education infrastructure towards classrooms that are trusted, teachers who are supported, and schools that can carry the weight placed on them, every attempt to curb coaching will remain cosmetic. The shadow will keep returning because the object casting it has been left untouched.


(The writer is a learning and development professional. Views personal.)

 


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