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By:

Amey Chitale

28 October 2024 at 10:59:02 am

GDP Surge Masks a Complex Economic Picture

Robust GDP growth masks uneven consumption, capital-flow pressures and a widening debate over the methodology of India’s economic data. AI generated image India’s growth outlook is increasingly influenced by interconnected geopolitical and environmental risks. The recent Gulf conflict exposed the country’s dependence on imports, as disruptions in the Strait of Hormuz and Red Sea constrained global trade routes and energy supplies. While India managed to diversify energy sourcing, the shock...

GDP Surge Masks a Complex Economic Picture

Robust GDP growth masks uneven consumption, capital-flow pressures and a widening debate over the methodology of India’s economic data. AI generated image India’s growth outlook is increasingly influenced by interconnected geopolitical and environmental risks. The recent Gulf conflict exposed the country’s dependence on imports, as disruptions in the Strait of Hormuz and Red Sea constrained global trade routes and energy supplies. While India managed to diversify energy sourcing, the shock disrupted the favourable external environment that had supported economic expansion. Meanwhile, concerns over an El Niño-induced impact on agricultural production have heightened inflation risks. Despite global uncertainties, India demonstrated remarkable resilience during the April-June quarter. Real GDP grew by 7.8 percent, while nominal GDP expanded by 10.3 percent to Rs. 88.27 trillion, up from Rs. 80 trillion in the corresponding period of the previous year. This performance comfortably surpassed the RBI’s projection of 7.0 percent and highlighted the strength of domestic demand. The figures indicate that India’s underlying economic momentum remains sufficiently robust to withstand external headwinds and provide a strong start to FY27. The primary sector expanded just 2.9 percent, with agricultural growth moderating to 3.6 percent (from 4.4 percent a year earlier) and mining contracting 2.4 percent, partly due to weather-related disruptions. In contrast, the secondary sector grew a robust 8.6 percent, led by manufacturing at 9.2 percent, while services remained the strongest contributor, expanding 10.0 percent, driven by financial, real estate, IT, and professional services. Investment activity was particularly encouraging, with Gross Fixed Capital Formation rising 11.9 percent, up sharply from 5.8 percent last year, reflecting a revival in private capital expenditure supported by stronger corporate balance sheets and credit growth. Meanwhile, Private Final Consumption Expenditure grew by 7.1 percent, reflecting steady household spending. The external sector also aided expansion, with exports up 12.0 percent and imports down 1.1 percent, providing a favourable boost through net exports. Robust Expansion High-frequency economic indicators strongly validate the reported momentum. Gross GST collections rose 14.8 percent, supported by strong direct tax receipts and e-way bill growth, indicating healthy formal-sector consumption, improved tax compliance, robust logistics activity, and resilient corporate profitability. The digital economy continued its rapid expansion, with UPI transactions reaching a record 22.6 billion, up 23.5 percent year-on-year. Demand indicators were equally encouraging, with passenger vehicle sales rising 16.3 percent, commercial vehicle sales 18.3 percent, and three-wheeler sales 29.7 percent. Meanwhile, power consumption and railway freight loading grew 1.8 percent and 3.4 percent, respectively, reinforcing evidence of broad-based economic expansion. While the headline GDP performance has been stellar, peeling back the layer of the macroeconomic onion reveals some faultlines. Despite India’s appeal as a global investment destination, cross-border capital flows present a mixed picture. While gross FDI inflows exceeded USD 64.7 billion, net FDI fell sharply to USD 7.65 billion in FY26, reflecting significant repatriations, disinvestments, and capital withdrawals. Portfolio flows remained highly volatile, with net FPI outflows of USD 16.5 billion year-to-date in 2026. This persistent capital flight exerted pressure on the currency, contributing to a sharp depreciation of the Indian Rupee against the US Dollar, thereby increasing imported inflation and external debt servicing costs. K-shaped Recovery A key vulnerability in the economy is the emergence of a K-shaped recovery, where growth remains uneven across income groups. While PFCE grew by 7.1 percent, consumption has been concentrated in premium segments, with strong demand for SUVs and luxury products contrasting with weak growth in entry-level two-wheelers and mass-market FMCG goods. The slowdown in agricultural GVA growth to 3.6 percent has constrained rural incomes and purchasing power, leaving many lower-income households behind even as corporate profits, banking performance, and equity markets remain strong. While nominal GDP expanded by 10.3 percent and real GDP by 7.8 percent, the implied GDP deflator stood at just 2.5 percent, mechanically elevating real growth estimates. This appears inconsistent with the inflation experienced by consumers, as CPI inflation averaged between 3.9 percent and 5.0 percent, with food prices exerting even greater pressure on household budgets. The gap arises because the GDP deflator is influenced by broader wholesale and commodity price movements, whereas CPI captures retail inflation faced by households. Consequently, aggregate data suggests a low-inflation, high-growth environment even as many consumers continue to face elevated inflation. Though potential moderation is expected as more data emerges, current GDP figures underscore the Indian economy’s resilience, demonstrating robust growth despite persistent global uncertainties and external challenges. The data release triggered a significant statistical debate after former Finance Secretary Subhash Garg claimed that real GDP growth was 2.6 percent, rather than the officially reported 7.8 percent. The controversy arose following the GDP base year revision from 2011-12 to 2022-23. Under the old series, Q1 FY26 nominal GDP was estimated at Rs. 86.05 lakh crore, while the revised methodology placed the same quarter at Rs. 80.00 lakh crore. Garg’s estimate was based on comparing the new-series Q1 FY27 GDP (Rs. 88.27 lakh crore) with the old-series Q1 FY26 figure (Rs. 86.05 lakh crore), resulting in a misleading growth rate of 2.6 percent. Economists criticized the approach for comparing two different statistical series, and Garg’s subsequent revisions only reinforced concerns about the methodological validity of the original claim. From a macroeconomic and statistical perspective, the criticism rests on a fundamental methodological error. The old 2011-12 base series and the new 2022-23 base series are built on different datasets, coverage, weightings, and estimation methods, making direct comparisons invalid. The downward revision in the economy’s size for Q1 FY26 primarily reflected improved measurement of the informal sector through newer surveys, which revealed deeper pandemic-era disruptions than previously captured. Another important reform was the adoption of double deflation in manufacturing, a globally accepted methodology that separately adjusts input and output prices for inflation. It largely reflected the impact of higher input costs and the more accurate measurement of real value addition under the new methodology. The debate quickly became a politically charged issue. Opposition parties argued that the official estimates overstated economic performance, pointing to the disconnect between headline growth figures and persistent concerns over rural distress and subdued income growth. This episode underscores the dangers of politicizing complex statistical reforms such as GDP rebasing and double deflation. When methodological changes are interpreted through political narratives rather than objective analysis, attention shifts from empirical evaluation, weakening confidence in official data and encouraging partisan assessments of economic performance.
The rapid spread of the GDP controversy exposed a key weakness in the government’s economic communication framework. A technically flawed interpretation gained wide acceptance, reflecting the growing trust deficit around official statistics. Although the GDP estimates were based on established methodology, base-year changes and increasingly complex national accounting practices have made economic data harder for the public to understand. The problem is compounded by delayed and highly technical official responses, which fail to counter misinformation quickly. Consequently, political narratives and speculation fill information gaps, eroding trust in official statistics and weakening confidence in economic institutions. Stronger Foundations To strengthen confidence in official statistics, India must prioritize greater transparency and stronger statistical foundations. A key challenge is the continued delay of the decennial Census, originally due in 2021. As the benchmark for major surveys such as HCES, PLFS, and ASUSE, the absence of updated Census data forces reliance on outdated population estimates, increasing statistical uncertainty. Updating the Census, expanding access to anonymized datasets, and clearly communicating methodological changes would improve data quality, enable independent validation, and help rebuild public trust in economic statistics. Despite domestic debate over GDP rebasing, international institutions have broadly endorsed India’s statistical reforms. The IMF and World Bank have supported the shift to the 2022-23 base year and the adoption of PPI-based double deflation, noting that these changes align India’s National Accounts framework with global best practices and improve the accuracy of GDP measurement. Nevertheless, sustaining confidence in official statistics requires greater transparency and more effective communication of methodological changes. As India pursues deregulation and structural reforms, reliance on outdated population data could reduce policy effectiveness. While India’s emergence as a major driver of global growth remains firmly intact, maintaining the credibility, transparency, and reliability of its statistical architecture is essential for preserving public trust and sustaining investor confidence. (The writer is a Chartered Accountant with a leading Mumbai-based company. Views personal.)

Selective Outrage

May 9, 2025
2 min read

India’s left-liberal media has long prided itself on being the torchbearer of secularism, dissent and moral rectitude. In the aftermath of ‘Operation Sindoor,’ the precision military strike launched by the Modi government against Pakistan-based terror camps, it has revealed its not a principled commitment to peace or truth, but a disturbing penchant for ideological prejudice, performative sanctimony and selective outrage.


The operation itself was a textbook display of calibrated force and geopolitical prudence. Prime Minister Narendra Modi, often caricatured as ‘authoritarian’ by the ‘liberal’ English-language commentariat, chose patience over provocation. He consulted opposition leaders, held detailed discussions with defence chiefs and took key international stakeholders, notably the United States and Russia, into confidence before authorising limited military action. The symbolism of ‘Operation Sindoor’ was also carefully crafted: a pointed reminder that the attack’s real victims were Hindu women widowed by Pakistan-sponsored militants in Kashmir. The government’s briefings were also strategic and symbolic as two ranking female officers, one of them Muslim, were made the public face of the mission, underlining a new Indian confidence that blends military muscle with democratic pluralism.


But this was unacceptable for India’s entrenched ‘left-liberal’ press, steeped in academic jargon, Western validation and a knee-jerk hostility to anything remotely ‘Hindutva.’ That a Muslim officer briefed the nation on ‘Operation Sindoor’ was branded ‘tokenism’ by such commentators. Others crudely alleged that the April 22 Pahalgam massacre was the logical culmination of reported atrocities against Muslims since Modi came to power in 2014.


The semantic nitpicking over ‘Operation Sindoor’ was maddening. An editor of a prominent magazine dubbed the operation’s name as ‘patriarchal’ and coded in Hindutva tropes. In a bizarre case of moral inversion, sindoor was likened to symbols of ‘honour killings’ and gender oppression, ignoring both its cultural resonance and the cruel reality that these women had lost their husbands in cold blood. For years, India’s ‘secular’ commentariat nurtured a preordained binary: the Congress may be flawed but was at least ‘secular’ while the BJP was an inveterate ‘fascist.’ Thus, the 2002 Gujarat riots are always focused upon but the Congress-backed pogrom of the Sikhs in 1984 is either downplayed or rationalised. Terrorism in Kashmir is tragic, but state retaliation is ‘jingoism.’ A strong Muslim voice in government is ‘tokenism’ but its absence is ‘exclusion.’ Even journalistic rigour is selectively applied. When Pakistan claimed to have downed Indian jets, some Indian outlets rushed to amplify the story before verification, inadvertently echoing enemy propaganda.


Dissent is vital in any democracy. But when its becomes indistinguishable from disdain, when editorial choices are dictated by ideological conformity, then the press becomes a caricature of itself. Ironically, many of these journalists enjoy robust free speech and loudly lament India’s supposed slide into ‘fascism’ from the safety of their X handles. Yet they turn a blind eye to Putin’s repression, Erdogan’s purges or Xi Jinping’s camps. In their eyes, Modi remains the greatest threat to democracy even as they broadcast their outrage freely, without fear of censorship or reprisal. ‘Operation Sindoor’ was a statement of cultural self-confidence. That confidence has rattled those who have spent their careers gatekeeping Indian discourse. Today, their monopoly is over. The people are watching and they no longer believe that the emperor has clothes.

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